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Why Aren’t We Making More Progress Towards Gender Equity?

• Elisabeth Kelan

Research on how “gender fatigue” is holding us back.

Despite many of the advances we’ve made toward gender equality in the past few decades, progress has been slow. Research shows that one reason may be that many managers acknowledge that the bias exists in general but fail to recognize it in their daily workplace interactions. This “gender fatigue” means that people aren’t motivated to make change in their organizations. Through ethnographic studies and interviews across industries, the author identified several rationalizations managers use to deny gender inequality. First, they assume it happens elsewhere, at a competitor, for example, but not in their own organization. Second, they believe that gender inequality existed in the past but is no longer an issue. Third, they point to the initiatives to support women as evidence that inequality has been addressed. Last, when they do see incidents of discrimination, they reason that the situation had nothing to do with gender. Until we stop denying inequality exists in our own organizations, it will be impossible to make progress.

Organizations have worked towards achieving gender equality for decades. They’ve invested resources into developing women’s careers. They’ve implemented bias awareness training. Those at the top, including many CEOs, have made public commitments to make their workplaces more fair and equitable. And, still, despite all of this, progress towards gender equality has been limited. In fact, many managers struggle to recognize gender inequalities in daily workplace interactions.

• EK Elisabeth Kelan is a Professor of Leadership and Organisation and a Leverhulme Trust Major Research Fellow at Essex Business School at University of Essex in the United Kingdom.

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• 06 September 2023

Gender equality: the route to a better world

You have full access to this article via your institution.

The Mosuo people of China include sub-communities in which inheritance passes down either the male or the female line. Credit: TPG/Getty

The fight for global gender equality is nowhere close to being won. Take education: in 87 countries, less than half of women and girls complete secondary schooling, according to 2023 data. Afghanistan’s Taliban continues to ban women and girls from secondary schools and universities . Or take reproductive health: abortion rights have been curtailed in 22 US states since the Supreme Court struck down federal protections, depriving women and girls of autonomy and restricting access to sexual and reproductive health care .

SDG 5, whose stated aim is to “achieve gender equality and empower all women and girls”, is the fifth of the 17 United Nations Sustainable Development Goals, all of which Nature is examining in a series of editorials. SDG 5 includes targets for ending discrimination and violence against women and girls in both public and private spheres, eradicating child marriage and female genital mutilation, ensuring sexual and reproductive rights, achieving equal representation of women in leadership positions and granting equal rights to economic resources. Globally, the goal is not on track to being achieved, and just a handful of countries have hit all the targets.

How the world should oppose the Taliban’s war on women and girls

In July, the UN introduced two new indices (see go.nature.com/3eus9ue ), the Women’s Empowerment Index (WEI) and the Global Gender Parity Index (GGPI). The WEI measures women’s ability and freedoms to make their own choices; the GGPI describes the gap between women and men in areas such as health, education, inclusion and decision making. The indices reveal, depressingly, that even achieving a small gender gap does not automatically translate to high levels of women’s empowerment: 114 countries feature in both indices, but countries that do well on both scores cover fewer than 1% of all girls and women.

The COVID-19 pandemic has made things worse, with women bearing the highest burden of extra unpaid childcare when schools needed to close, and subjected to intensified domestic violence. Although child marriages declined from 21% of all marriages in 2016 to 19% in 2022, the pandemic threatened even this incremental progress, pushing up to 10 million more girls into risk of child marriage over the next decade, in addition to the 100 million girls who were at risk before the pandemic.

Of the 14 indicators for SDG 5, only one or two are close to being met by the 2030 deadline. As of 1 January 2023, women occupied 35.4% of seats in local-government assemblies, an increase from 33.9% in 2020 (the target is gender parity by 2030). In 115 countries for which data were available, around three-quarters, on average, of the necessary laws guaranteeing full and equal access to sexual and reproductive health and rights had been enacted. But the UN estimates that worldwide, only 57% of women who are married or in a union make their own decisions regarding sexual and reproductive health and rights.

Systemic discrimination against girls and women by men, in many contexts, remains a colossal barrier to achieving gender equality. But patriarchy is not some “natural order of things” , argues Ruth Mace, an anthropologist at University College London. Hundreds of women-centred societies exist around the world. As the science writer Angela Saini describes in her latest book, The Patriarchs , these are often not the polar opposite of male-dominated systems, but societies in which men and women share decision making .

After Roe v. Wade: dwindling US abortion access is harming health a year later

One example comes from the Mosuo people in China, who have both ‘matrilineal’ and ‘patrilineal’ communities, with rights such as inheritance passing down either the male or female line. Researchers compared outcomes for inflammation and hypertension in men and women in these communities, and found that women in matrilineal societies, in which they have greater autonomy and control over resources, experienced better health outcomes. The researchers found no significant negative effect of matriliny on health outcomes for men ( A.  Z. Reynolds et al. Proc. Natl Acad. Sci. USA 117 , 30324–30327; 2020 ).

When it comes to the SDGs, evidence is emerging that a more gender-equal approach to politics and power benefits many goals. In a study published in May, Nobue Amanuma, deputy director of the Integrated Sustainability Centre at the Institute for Global Environmental Strategies in Hayama, Japan, and two of her colleagues tested whether countries with more women legislators, and more younger legislators, are performing better in the SDGs ( N. Amanuma et al. Environ. Res. Lett. 18 , 054018; 2023 ). They found it was so, with the effect more marked for socio-economic goals such as ending poverty and hunger, than for environmental ones such as climate action or preserving life on land. The researchers recommend further qualitative and quantitative studies to better understand the reasons.

The reality that gender equality leads to better outcomes across other SDGs is not factored, however, into most of the goals themselves. Of the 230 unique indicators of the SDGs, 51 explicitly reference women, girls, gender or sex, including the 14 indicators in SDG 5. But there is not enough collaboration between organizations responsible for the different SDGs to ensure that sex and gender are taken into account. The indicator for the sanitation target (SDG 6) does not include data disaggregated by sex or gender ( Nature 620 , 7; 2023 ). Unless we have this knowledge, it will be hard to track improvements in this and other SDGs.

The road to a gender-equal world is long, and women’s power and freedom to make choices is still very constrained. But the evidence from science is getting stronger: distributing power between genders creates the kind of world we all need and want to be living in.

Nature 621 , 8 (2023)

doi: https://doi.org/10.1038/d41586-023-02745-9

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Closing the equity gap

Jeni Klugman

Caren Grown and Odera Onyechi

Why addressing gender inequality is central to tackling today’s polycrises

Nonresident Senior Fellow, Africa Growth Initiative, Global Economy and Development, Brookings Institution

As we enter 2023, the term “ polycrisis ” is an increasingly apt way to describe today’s challenges. 1 Major wars, high inflation, and climate events are creating hardship all around the world, which is still grappling with a pandemic death toll approaching 7 million people.

Faced with such daunting challenges, one might well ask why we should be thinking about the gender dimensions of recovery and resilience for future shocks. The answer is simple: We can no longer afford to think in silos. Today’s interlocking challenges demand that sharp inequalities, including gender disparities, must be addressed as part and parcel of efforts to tackle Africa’s pressing issues and ensure the continent’s future success.

“We can no longer afford to think in silos. … Gender disparities, must be addressed as part and parcel of efforts to tackle Africa’s pressing issues and ensure the continent’s future success.”

The burdens of the pandemic have been unequally borne across regions and countries, and between the poor and better off. Inequalities exist around gender—which can be defined as the “socially constructed roles, behaviors, activities, attributes and opportunities that any society considers appropriate for men and women, boys and girls” and people with non-binary identities. 2 As Raewyn Connell laid out more than two decades ago, existing systems typically distribute greater power, resources, and status to men and behaviors considered masculine . 3 As a result, gender intersects with other sources of disadvantage, most notably income, age, race, and ethnicity.

This understanding is now mainstream. As recently observed by the IMF, “The gender inequalities exposed by the COVID-19 pandemic follow different paths but almost always end up the same: Women have suffered disproportionate economic harm from the crisis.” 4 Among the important nuances revealed by micro-surveys is that rural women working informally continued to work through the pandemic , but with sharply reduced earnings in Nigeria and elsewhere. 5 And as the burden of child care and home schooling soared, rural households headed by women were far less likely than urban households to have children engaged in learning activities during school closures.

Important insights emerge from IFPRI’s longitudinal panel study (which included Ghana, Kenya, Niger, Nigeria, Senegal, and Uganda) covering income loss, coping strategies, labor and time use, food and water insecurity, and child education outcomes. 6

Among the especially adverse impacts for women were greater food and water insecurity compared to men, including worrying about insufficient food and eating less than usual, while a large proportion of women also did not have adequately diverse diets. Moreover, many women had to add hours to their workday caring for sick family members, and their economic opportunities shrank, cutting their earnings and widening gender income gaps.

While today’s problems seem daunting, there remain huge causes for optimism, especially in Africa. Over the past three decades, many African countries have achieved enormous gains in levels of education, health, and poverty reduction. Indeed, the pace of change has been staggering and commendable. As captured in the Women Peace and Security Index , which measures performance in inclusion, justice, and security, 6 of the top 10 score improvers during the period 2017-2021 were in sub-Saharan Africa. [GIWPS.2022. “Women Peace and Security Index” Georgetown Institute for Women, Peace and Security.] The Democratic Republic of Congo was among top score improvers since 2017, as the share of women with financial accounts almost tripled, to 24 percent; and increases exceeding 5 percentage points were registered in cell phone use and parliamentary representation. In the Central African Republic, improvements were experienced in the security dimension, where organized violence fell significantly, and women’s perceptions of community safety rose 6 percentage points up to 49 percent.

Looking ahead, efforts to mitigate gender inequalities must clearly be multi-pronged, and as highlighted above—we need to think outside silos. That said, two major policy fronts emerge to the fore.

Ensure cash transfers that protect against poverty , are built and designed to promote women’s opportunities, with a focus on digital payments. 7 Ways to address gender inequalities as part of social protection program responses 8 include deliberate efforts to overcome gender gaps in cell phone access by distributing phones to those women who need them, as well as private sector partnerships to subsidize airtime for the poorest, and to make key information services and apps freely available . 9 Programs could also make women the default recipient of cash transfer schemes, instead of the head of household. Furthermore, capacity-building initiatives can be built into program design to give women the skills and capabilities needed to successfully manage accounts and financial decisionmaking. 10

Reducing the risk of violence against women. Women who are not safe at home are denied the freedom from violence needed to pursue opportunities that should be afforded to all. In 2018, 10 of the 15 countries with the worst rates of intimate partner violence were in sub-Saharan Africa—in descending order of average intimate partner violence these were, the Democratic Republic of Congo, Madagascar, Congo, Equatorial Guinea, Zambia, Ethiopia, Liberia, South Sudan, Djibouti, and Uganda.

“As the burden of child care and home schooling soared, rural households headed by women were far less likely than urban households to have children engaged in learning activities.”

Conflicts and crises multiply women’s risk of physical, emotional, and sexual violence . During the pandemic, risk factors like economic stress were compounded by service closures and stay-at-home orders, which increased exposure to potential perpetrators. 11 Several governments responded by strengthening existing help services , including police and justice, supporting hotlines, ensuring the provision of psychological support, and health sector responses. 12 Examples of good practice included an NGO in North-Eastern Nigeria, which equipped existing safe spaces with phone booths to enable survivors to contact caseworkers.

However, given the high levels of prevalence and often low levels of reporting, prevention of gender-based violence is key. Targeted programs with promising results in prevention include community dialogues and efforts to change harmful norms, safe spaces, as well as possibilities to reduce the risk of violence through cash plus social protection programs. These efforts should be accompanied by more systematic monitoring and evaluation to build evidence about what works in diverse settings.

Finally, but certainly not least, women should have space and voices in decisionmaking. This case was powerfully put by former President Sirleaf Johnson in her 2021 Foresight essay, which underlined that “ economic, political, institutional, and social barriers persist throughout the continent, limiting women’s abilities to reach high-level leadership positions .” 13 Persistent gender gaps in power and decision-making, not only limits innovative thinking and solutions, but also the consideration of more basic measures to avoid the worsening of gender inequalities. Overcoming these gaps in power and decision-making requires safeguarding legal protections and rights, investing in women and girls financially, and opening space for women in political parties so that women have the platforms to access high-level appointed and competitive positions across national, regional, and international institutions. 14

Strengthening fiscal policy for gender equality

Senior Fellow, Center for Sustainable Development, Global Economy and Development, Brookings Institution

Research Analyst, Center for Sustainable Development, Global Economy and Development, Brookings Institution

It is often said that women act as “shock absorbers” during times of crisis; this is even more so in the current context of climate change, the COVID-19 pandemic, and increased geopolitical conflict. These three global crises have simultaneously stretched women’s ability to earn income and intensified their unpaid work. Well-designed fiscal policy can help cushion the effects of these shocks and enable women and their households to recover more quickly.

Over 60 percent of employed women in Africa work in agriculture, including in small-scale food production; women are the primary sellers in food markets, and they work in other sectors such as informal trading. At the same time, women are an increasing share of entrepreneurs in countries such as Ghana and Uganda, even as they face financial and other constraints to start and grow their firms. [Africa Gender Innovation Lab (GIL). 2020. “Supporting Women Throughout the Coronavirus Emergency Response and Economic Recovery.” World Bank Group. ] In addition to earning income for their households, women bear the major responsibility for unpaid domestic activities such as cooking; collecting water and fuelwood; caring for children, elderly, and other dependents—so women are more time-poor than are men.

African women and entrepreneurs have been impacted disproportionately more than men by the triple shocks mentioned earlier. Extreme weather events disrupt food production and agricultural employment, making it harder for women to earn income . 15 16 17 The pandemic and conflict in Ukraine further intensified women’s paid and unpaid activities . 18 19 Beyond climate change and the war in Ukraine, localized conflicts and insecurity in East and West Africa exposes women and girls to gender-based violence and other risks as they seek to support their families and develop new coping strategies. 20 21 22

“Responding to these shocks necessitates a large infusion of resources. In this context, fiscal policy can be deployed more smartly to advance gender equality and create an enabling environment for women to play a greater role in building their economies’ recovery and resilience.”

Responding to these shocks necessitates a large infusion of resources. In this context, fiscal policy can be deployed more smartly to advance gender equality and create an enabling environment for women to play a greater role in building their economies’ recovery and resilience. Public expenditure supports critical sectors such as education, health, agriculture, social protection, and physical and social infrastructure, while well-designed tax policy is essential to fund the public goods, services, and infrastructure on which both women and men rely.

Gender-responsive budgets, which exist in over 30 countries across the continent, can be strengthened. Rwanda provides a good model for other countries. After an early unsuccessful attempt, Rwanda invested seriously in gender budgeting beginning in 2011. 23 24 The budget is focused on closing gaps and strengthening women’s roles in key sectors—agriculture, education, health, and infrastructure—which are all critical for short- and medium-term economic growth and productivity. The process has been sustained by strong political will among parliamentarians. Led by the Ministry of Finance, the process has financed and been complemented by important institutional and policy reforms. A constitutional regulatory body monitors results, with additional accountability by civil society organizations.

However, raising adequate fiscal revenue to support a gender budget is a challenge in the current macro environment of high public debt levels, increased borrowing costs, and low levels of public savings. Yet, observers note there is scope to increase revenues through taxation reforms, debt relief, cutting wasteful public expenditure, and other means. 25 26 We focus here on taxation.

Many countries are reforming their tax systems to strengthen revenue collection. Overall tax collection is currently low; the average tax-to-GDP ratio in Africa in 2020 was 14.8 percent and fell sharply during the pandemic, although it may be rebounding. 27 Very few Africans pay personal income tax or other central government taxes, 28 29 and statutory corporate tax rates (which range from 25-35 percent), are higher than even the recent OECD proposal for a global minimum tax 30 so scope for raising them further is limited. Efforts should be made to close loopholes and reduce tax evasion.

As countries reform their tax policies, they should be intentional about avoiding implicit and explicit gender biases. 31 32 33 34 Most African countries rely more on indirect taxes than direct taxes, given the structure of their economies, but indirect taxes can be regressive as their incidence falls primarily on the poor. Presumptive or turnover taxes, for example, which are uniform or fixed amounts of tax based on the “presumed” incomes of different occupations such as hairdressers, can hit women particularly hard, since the burden often falls heavily on sectors where women predominate. 35 36

Property taxes are also becoming an increasingly popular way to raise revenue for local governments. The impact of these efforts on male and female property owners has not been systematically evaluated, but a recent study of land use fees and agricultural income taxes in Ethiopia finds that female-headed and female adult-only households bear a larger tax burden than male-headed and dual-adult households of property taxes. This is likely a result of unequal land ownership patterns, gender norms restricting women’s engagement in agriculture, and the gender gap in agricultural productivity. 37

“Indirect taxes can be regressive as their incidence falls primarily on the poor. Presumptive or turnover taxes … can hit women particularly hard, since the burden often falls heavily on sectors where women predominate.”

Going forward, two key ingredients for gender budgeting on the continent need to be strengthened. The first is having sufficient, regularly collected, sex-disaggregated administrative data related to households, the labor force, and other survey data. Investment in the robust technical capacity for ministries and academia to be able to access, analyze, and use it is also necessary. For instance, the World Bank, UN Women, and the Economic Commission for Africa are all working with National Statistical Offices across the continent to strengthen statistical capacity in the areas of asset ownership and control, work and employment, and entrepreneurship which can be used in a gender budget.

The second ingredient is stronger diagnostic tools. One promising new tool, pioneered by Tulane University, is the Commitment to Equity methodology, designed to assess the impact of taxes and transfers on income inequality and poverty within countries. 38 It was recently extended to examine the impact of government transfers and taxes on women and men by income level and other dimensions. The methodology requires standard household-level data but for maximum effect should be supplemented with time use data, which are becoming more common in several African countries. As African countries seek to expand revenue from direct taxes, lessons from higher income economies are instructive. Although there is no one size fits all approach, key principles to keep in mind for designing personal income taxes include building in strong progressivity, taxing individuals as opposed to families, ensuring that the allocation of shared income (e.g., property or non-labor income) does not penalize women, and building in allowances for care of children and dependents. 39 As noted, corporate income taxes need to eliminate the many breaks, loopholes, and exemptions that currently exist, 40 and countries might consider experimenting with wealth taxes.

In terms of indirect taxes, most African countries do not have single-rate VAT systems and already have zero or reduced rates for basic necessities, including foodstuffs and other necessities. While it is important to minimize exempted sectors and products, estimates show that goods essential for women’s and children’s health (e.g., menstrual health products, diapers, cooking fuel) should be considered part of the basket of basic goods that have reduced or zero rates. 41 And while African governments are being advised to bring informal workers and entrepreneurs into the formal tax system, 42 it should be noted that this massive sector earns well below income tax thresholds and already pays multiple informal fees and levies, for instance in fees to market associations. 43 44

Lastly, leveraging data and digital technologies to improve tax administration (i.e., taxpayer registration, e-filing, and e-payment of taxes) may help minimize costs and processing time, and reduce the incidence of corruption and evasion.32 Digitalization can also be important for bringing more female taxpayers into the net, especially if digital systems are interoperable; for instance, digital taxpayer registries linked to national identification or to property registration at the local level. However, digitalization can be a double-edged sword if privacy and security concerns are not built-in from the outset. Women particularly may need targeted digital financial literacy and other measures to ensure their trust in the system. Recent shocks have worsened gender inequality in Africa. It is therefore important now, more than ever, to invest in strengthening fiscal systems to help women and men recover, withstand future shocks, and reduce gender inequalities. While fiscal policy is not the only tool, it is an important part of government action. To be effective and improve both budgeting and revenue collection, more and better data, new diagnostic tools, and digitalization will all be necessary.

• 1. Martin Wolf. 2022.“How to think about policy in a policy crisis”. Financial Times.
• 2. WTO. 2022. “Gender and Health”. World Health Organization.
• 3. Connell RW. 1995. “Masculinities”. Cambridge, UK. Polity Press.
• 4. Aoyagi, Chie.2021.“Africa’s Unequal Pandemic”. Finance and Development. International Monetary Fund.
• 5. WB.2022. “LSMS-Supported High-Frequency Phone Surveys”. World Bank.
• 6. Muzna Alvi, Shweta Gupta, Prapti Barooah, Claudia Ringler, Elizabeth Bryan and Ruth Meinzen-Dick.2022.“Gendered Impacts of COVID-19: Insights from 7 countries in Sub-Saharan Africa and South Asia”. International Food Policy Research Institute.
• 7. Klugman, Jeni, Zimmerman, Jamie M., Maria A. May, and Elizabeth Kellison. 2020. “Digital Cash Transfers in the Time of COVID 19: Opportunities and Considerations for Women’s Inclusion and Empowerment”. World Bank Group.
• 8. IFPRI.2020. “Why gender-sensitive social protection is critical to the COVID-19 response in low-and middle-income countries”. International Food Policy Research Institute.
• 9. IDFR.2020. “Kenya: Mobile-money as a public-health tool”. International Day of Family Remittances.
• 10. Jaclyn Berfond Franz Gómez S. Juan Navarrete Ryan Newton Ana Pantelic. 2019. “Capacity Building for Government-to-Person Payments A Path to Women’s Economic Empowerment”. Women’s World Banking.
• 11. Peterman, A. et al.2020. “Pandemics and Violence Against Women and Children”.Center for Global Development Working Paper.
• 12. UNDP/ UN Women Tracker.2022. “United Nations Development Programme. COVID-19 Global Gender Response Tracker”. United Nations Development Programme. New York.
• 13. McKinsey Global Institute .2019. “The power of parity: Advancing women’s equality in Africa”.
• 14. Foresight Africa. 2022. “African Women and Girls: Leading a continent.” The Brookings Institution.
• 15. One recent study in West, Central Africa, East and Southern Africa found that women represented a larger share of agricultural employment in areas affected by heat waves and droughts, and a lower share in areas unaffected by extreme weather events. Nico, G. et al. 2022. “How Weather Variability and Extreme Shocks Affect Women’s Participation in African Agriculture.” Gender, Climate Change, and Nutrition Integration Initiative Policy Note 14.
• 16. Carleton, E. 2022. “Climate Change in Africa: What Will It Mean for Agriculture and Food Security?” International Livestock Research Institute (ILRI).
• 17. Nebie, E.K. et al. 2021. “Food Security and Climate Shocks in Senegal: Who and Where Are the Most Vulnerable Households?” Global Food Security, 29.
• 18. Sen, A.K. 2022. “Russia’s War in Ukraine Is Taking a Toll on Africa.” United States Institute of Peace.
• 19. Thomas, A. 2020. “Power Structures over Gender Make Women More Vulnerable to Climate Change.” Climate Change News.
• 21. Kalbarczyk, A. et al. 2022. “COVID-19, Nutrition, and Gender: An Evidence-Informed Approach to Gender Responsive Policies and Programs.” Social Science & Medicine, 312.
• 22. Epstein, A. 2020. “Drought and Intimate Partner Violence Towards Women in 19 Countries in Sub-Saharan Africa During 2011-2018: A Population-Based Study.” PLoS Med, 17(3).
• 23. Stotsky, J. et al. 2016. “Sub-Saharan Africa: A Survey of Gender Budgeting Efforts. IMF Working Paper 2016/512.
• 24. Kadama, C. et al. 2018. Sub-Saharan Africa.” In Kolovich, L. (Ed.), Fiscal Policies and Gender Equality (pp. 9-32). International Monetary Fund (IMF).
• 25. Ortiz, I. and Cummins, M. 2021. “Abandoning Austerity: Fiscal Policies for Inclusive Development.” In Gallagher, K. and Gao, H. (Eds.), Building Back a Better Global Financial Safety Net (pp. 11-22). Global Development Policy Center.
• 26. Roy, R. et al. 2006. “Fiscal Space for Public Investment: Towards a Human Development Approach.”
• 27. ATAF, 2021.
• 28. Moore, M. et al. 2018. “Taxing Africa: Coercion, Reform and Development. Bloomsbury Publishing.
• 29. Rogan, M. 2019. Tax Justice and the Informal Economy: A Review of the Debates.” Women in Informal Employment: Globalizing and Organizing Working Paper 14.
• 30. African Tax Administrative Forum (ATAF). 2021. African Tax Outlook 2021.
• 31. Stotsky, J. et al. 2016. “Sub-Saharan Africa: A Survey of Gender Budgeting Efforts.” IMF Working Paper 2016/512.
• 32. Coelho, M. et al. 2022. “Gendered Taxes: The Interaction of Tax Policy with Gender Equality.” IMF Working Paper 2022/26.
• 33. Organisation for Economic Co-operation and Development (OECD). 2021. Gender and Capital Budgeting.
• 34. Grown, C. and Valodia, I. 2010. Taxation and Gender Equity: A Comparative Analysis of Direct and Indirect Taxes in Developing and Developed Countries. Routledge.
• 35. Joshi, Anuradha et al. 2020. “Gender and Tax Policies in the Global South.” International Centre for Tax and Development.
• 36. Komatsu, H. et al. 2021. “Gender and Tax Incidence of Rural Land Use Fee and Agricultural In¬come Tax in Ethiopia.” Policy Research Working Papers.
• 38. Lustig, N. 2018. “Commitment to Equity Handbook: Estimating the Impact of Fiscal Policy on Inequality and Poverty.” Brookings Institution Press.
• 39. Grown, C. and Valodia, I. 2010. “Taxation and Gender Equity: A Comparative Analysis of Direct and Indirect Taxes in Developing and Developed Countries.” Routledge.
• 40. Cesar, C. et al. 2022. “Africa’s Pulse: An Analysis of Issues Shaping Africa’s Economic Future.” World Bank.
• 41. Woolard, I. 2018. Recommendations on Zero Ratings in the Value-Added Tax System. Independent Panel of Experts for the Review of Zero Rating in South Africa.
• 42. It is important to distinguish between firms and individuals that are large enough to pay taxes but do not (which include icebergs, e.g., which are registered and therefore partially visible to tax authorities but do not pay their full obligations) and ghosts, e.g., those which should register to pay but do not and there invisible to tax authorities) and firms and individuals that are small and potentially but not necessarily taxable such as street vendors and waste pickers. Rogan, M. (2019). “Tax Justice and the Informal Economy: A Review of the Debates.” Women in Informal Employment: Globalizing and Organizing Working Paper 14.
• 44. Ligomeka, W. 2019. “Expensive to be a Female Trader: The Reality of Taxation of Flea Market Trad¬ers in Zimbabwe.” International Center for Tax and Development Working Paper 93.

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Gender Equality: Why it Matters, Especially in a Time of Crisis

Bossoutrot Sylvie, Country Manager, World Bank Armenia

We have achieved much in recent history on the path to gender equality, but we have a long way to go to ensure equal endowments, participation, and voice for women.

The stakes are even higher now that the coronavirus pandemic (COVID-19) is ravaging the world, as times of great crisis often put women on the front lines. Women predominate in key roles as nurses, social workers, and caregivers.  They are also working as doctors and volunteers, and as political and community leaders making critical decisions about how to address the public health, social, and economic effects of the crisis.  Women’s participation will be vital to our success against this shared global threat.

Let us first acknowledge the progress made so far…

Today, we tend to take it for granted that women can vote. But - with the exception of a few frontrunners like New Zealand, Australia, and Finland - universal suffrage became a reality only after World War I. Eventually, voting rights for women were introduced into international law in 1948 by the United Nations Commission on Human Rights.

Women have also taken advantage of increased opportunities to serve as leaders. In 2019, women held nearly 1 in 4 legislative seats worldwide  - more than double their share in 1995. Management positions are also more likely to be held by women now than twenty years ago, though parity is still a long way off.

With greater representation comes improved outcomes. Looking at education, the world has seen enormous progress in reducing gaps between girls and boys across a variety of important areas such as enrollment rates and literacy outcomes.

In health, fewer mothers are dying in childbirth and significant increases in female life expectancy have followed. With few exceptions, women now outlive men in virtually every country.

In terms of labor participation, more women in countries at every level of income have been engaging in economic activities beyond non-market work in the home.

Around the world, many national reforms have been enacted in recent years to improve the status of women in the workplace, in marriage, and especially to protect women from violence.

Yet, there is still a long way to go…

Despite this meaningful progress, important gender gaps remain. These vary in scale from country to country and take different forms - from physical violence and deprivations to unequal opportunities in work or political life.

The World Health Organization estimates that over 1 in 3 women worldwide will experience violence in their lifetime.

Sadly, the risk of being subjected to violence increases in times of distress, such as the outbreak of COVID-19. The UN Special Rapporteur on violence against women, Dubravka Simonovic, warned that it was “very likely that rates of widespread domestic violence will increase, as already suggested by initial police and hotline reports.”

Gender disparities also take shape in unequal opportunities to participate fully in economic life. UN Women found that women are less likely than men to participate in the labor market and more likely to be unemployed.

Women are paid less, earning 77 cents to every dollar earned by a man, and bear disproportionate responsibility for unpaid care and domestic work (performing 76 percent of total hours of unpaid care work worldwide). In fact, if women’s unpaid work were assigned a monetary value, one study of six countries has suggested that it would constitute between 10 and 39 percent of GDP . 

These opportunity gaps suggest that women could be disproportionately affected by the COVID-19 pandemic. Women make up a larger share of health and social care workers around the world: 70 percent in 104 countries . Also, early analysis from the World Bank indicates that those in caregiving roles may face an increased burden in the wake of school closures, with working mothers finding themselves even more stretched than usual in trying to juggle home-based work, home-schooling, childcare, and housework.

Inequality of access is also a key concern. Globally, nearly 40 percent of women in wage employment are estimated to lack access to social protection .

Women are less likely than men to have access to financial institutions or to have a bank account. Although women-owned enterprises represent more than 30 percent of registered businesses worldwide, only 10 percent of women entrepreneurs have the capital they need to grow their businesses.

These gender gaps impose real costs on society…

As the World Bank Group’s Women, Business, and the Law 2020 points out, “equality of opportunity is good economics.” Indeed, it is estimated that women’s lagging participation in employment and entrepreneurship cost the world about 15 percent of its GDP .

In considering a “full potential” scenario in which women participated in the economy identically to men, McKinsey concluded that this would add $28 trillion (26 percent) to annual global GDP by 2025 as compared to business as usual.

Yet when girls are allowed to dream and realize their potential, we are all better off…

To quote the famous early 20 th century Armenian novelist and activist, Zabel Yesayan, “a woman is not born into this world to be pleasing. A woman is born to develop her mental, moral and physical abilities.”

Over the course of history, many women have embarked on a path of self-realization to the benefit of our society. Some are famous, some less so, but each contributed to advancing the world, whether by promoting human rights and peace, forging ahead in science, or serving on the front lines to save human lives and protect public health.

Let us pay tribute to just a few.

Marie Curie was the first woman to be awarded a Nobel Prize (twice!) - in physics in 1903 for her work on radioactivity, and again in chemistry in 1911 for her study of the elements polonium and radium.

The first Chinese female Nobel laureate, Tu Youyou, received the 2015 Nobel Prize in Physiology and Medicine for her discoveries in advancing treatment for malaria, which have since saved millions of lives.

Katherine Hannan, responding to the Red Cross’s call for nurses, volunteered just as the United States entered WWI and the Spanish flu began to ravage the army and eventually the world. She quickly rose through the ranks to head nurse and superintendent, overseeing 100 nurses.

Mother Teresa was awarded a Nobel Peace Prize in 1979 for her tireless humanitarian work on behalf of the poor and ailing in Calcutta.

And, today, women are helping lead the battle against COVID-19: on March 7, the Chinese authorities recognized 20 female medical workers for their outstanding and heroic role in the country's fight against the coronavirus outbreak.

Carolina Elliott, a local woman from Charlotte, North Carolina, in the United States, is organizing food deliveries to help doctors and nurses get “through grueling 12-hour shifts.” “Because when you’re busy in the hospital like that,” she says, “you don’t have time to think about food.”

Shobha Luxmi is one of the doctors leading the fight against COVID-19 in Pakistan. She heads an isolation ward for coronavirus patients at a Karachi hospital, which receives 500 patients a day. “I have almost been working round the clock. I just get a few hours of sleep, and even then I am thinking about the hospital,” she recounts .

And we also look up to the many anonymous and silent female heroes around the world who are caring for the growing number of sick people and helping the vulnerable who have been affected by the current pandemic.

Despite the added burdens, crises present an opportunity to improve gender equality…

Unfortunately, we are likely to see some setbacks in gender equality during the COVID-19 pandemic and its aftermath. The European Institute of Gender Equality has stated that the closure or near-closure of businesses could have a severe effect on women-dominated professions (such as flight attendants, hairdressers, and tour operators), and unpaid care work will continue to increase.

In highlighting the gendered impact of COVID-19, the UN Office of the High Commissioner for Human Rights has stated that, “Targeted measures to address the disproportionate impact of the crisis on women and girls are needed.”

The COVID-19 crisis has put unprecedented pressure on governments, development organizations, and communities. While we strive urgently to respond, we should not lose sight of our goal to achieve gender equality. Instead, we should make it part of our overall effort to tackle these unprecedented challenges and come out stronger afterward.

With contributions from Armine Grigoryan (Consultant, World Bank, Armenia) and Amanda Green (Consultant, World Bank).

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Twenty years of gender equality research: A scoping review based on a new semantic indicator

Paola belingheri.

1 Dipartimento di Ingegneria dell’Energia, dei Sistemi, del Territorio e delle Costruzioni, Università degli Studi di Pisa, Largo L. Lazzarino, Pisa, Italy

Filippo Chiarello

Andrea fronzetti colladon.

2 Department of Engineering, University of Perugia, Perugia, Italy

3 Department of Management, Kozminski University, Warsaw, Poland

Paola Rovelli

4 Faculty of Economics and Management, Centre for Family Business Management, Free University of Bozen-Bolzano, Bozen-Bolzano, Italy

Associated Data

All relevant data are within the manuscript and its supporting information files. The only exception is the text of the abstracts (over 15,000) that we have downloaded from Scopus. These abstracts can be retrieved from Scopus, but we do not have permission to redistribute them.

Gender equality is a major problem that places women at a disadvantage thereby stymieing economic growth and societal advancement. In the last two decades, extensive research has been conducted on gender related issues, studying both their antecedents and consequences. However, existing literature reviews fail to provide a comprehensive and clear picture of what has been studied so far, which could guide scholars in their future research. Our paper offers a scoping review of a large portion of the research that has been published over the last 22 years, on gender equality and related issues, with a specific focus on business and economics studies. Combining innovative methods drawn from both network analysis and text mining, we provide a synthesis of 15,465 scientific articles. We identify 27 main research topics, we measure their relevance from a semantic point of view and the relationships among them, highlighting the importance of each topic in the overall gender discourse. We find that prominent research topics mostly relate to women in the workforce–e.g., concerning compensation, role, education, decision-making and career progression. However, some of them are losing momentum, and some other research trends–for example related to female entrepreneurship, leadership and participation in the board of directors–are on the rise. Besides introducing a novel methodology to review broad literature streams, our paper offers a map of the main gender-research trends and presents the most popular and the emerging themes, as well as their intersections, outlining important avenues for future research.

Introduction

The persistent gender inequalities that currently exist across the developed and developing world are receiving increasing attention from economists, policymakers, and the general public [e.g., 1 – 3 ]. Economic studies have indicated that women’s education and entry into the workforce contributes to social and economic well-being [e.g., 4 , 5 ], while their exclusion from the labor market and from managerial positions has an impact on overall labor productivity and income per capita [ 6 , 7 ]. The United Nations selected gender equality, with an emphasis on female education, as part of the Millennium Development Goals [ 8 ], and gender equality at-large as one of the 17 Sustainable Development Goals (SDGs) to be achieved by 2030 [ 9 ]. These latter objectives involve not only developing nations, but rather all countries, to achieve economic, social and environmental well-being.

As is the case with many SDGs, gender equality is still far from being achieved and persists across education, access to opportunities, or presence in decision-making positions [ 7 , 10 , 11 ]. As we enter the last decade for the SDGs’ implementation, and while we are battling a global health pandemic, effective and efficient action becomes paramount to reach this ambitious goal.

Scholars have dedicated a massive effort towards understanding gender equality, its determinants, its consequences for women and society, and the appropriate actions and policies to advance women’s equality. Many topics have been covered, ranging from women’s education and human capital [ 12 , 13 ] and their role in society [e.g., 14 , 15 ], to their appointment in firms’ top ranked positions [e.g., 16 , 17 ] and performance implications [e.g., 18 , 19 ]. Despite some attempts, extant literature reviews provide a narrow view on these issues, restricted to specific topics–e.g., female students’ presence in STEM fields [ 20 ], educational gender inequality [ 5 ], the gender pay gap [ 21 ], the glass ceiling effect [ 22 ], leadership [ 23 ], entrepreneurship [ 24 ], women’s presence on the board of directors [ 25 , 26 ], diversity management [ 27 ], gender stereotypes in advertisement [ 28 ], or specific professions [ 29 ]. A comprehensive view on gender-related research, taking stock of key findings and under-studied topics is thus lacking.

Extant literature has also highlighted that gender issues, and their economic and social ramifications, are complex topics that involve a large number of possible antecedents and outcomes [ 7 ]. Indeed, gender equality actions are most effective when implemented in unison with other SDGs (e.g., with SDG 8, see [ 30 ]) in a synergetic perspective [ 10 ]. Many bodies of literature (e.g., business, economics, development studies, sociology and psychology) approach the problem of achieving gender equality from different perspectives–often addressing specific and narrow aspects. This sometimes leads to a lack of clarity about how different issues, circumstances, and solutions may be related in precipitating or mitigating gender inequality or its effects. As the number of papers grows at an increasing pace, this issue is exacerbated and there is a need to step back and survey the body of gender equality literature as a whole. There is also a need to examine synergies between different topics and approaches, as well as gaps in our understanding of how different problems and solutions work together. Considering the important topic of women’s economic and social empowerment, this paper aims to fill this gap by answering the following research question: what are the most relevant findings in the literature on gender equality and how do they relate to each other ?

To do so, we conduct a scoping review [ 31 ], providing a synthesis of 15,465 articles dealing with gender equity related issues published in the last twenty-two years, covering both the periods of the MDGs and the SDGs (i.e., 2000 to mid 2021) in all the journals indexed in the Academic Journal Guide’s 2018 ranking of business and economics journals. Given the huge amount of research conducted on the topic, we adopt an innovative methodology, which relies on social network analysis and text mining. These techniques are increasingly adopted when surveying large bodies of text. Recently, they were applied to perform analysis of online gender communication differences [ 32 ] and gender behaviors in online technology communities [ 33 ], to identify and classify sexual harassment instances in academia [ 34 ], and to evaluate the gender inclusivity of disaster management policies [ 35 ].

Applied to the title, abstracts and keywords of the articles in our sample, this methodology allows us to identify a set of 27 recurrent topics within which we automatically classify the papers. Introducing additional novelty, by means of the Semantic Brand Score (SBS) indicator [ 36 ] and the SBS BI app [ 37 ], we assess the importance of each topic in the overall gender equality discourse and its relationships with the other topics, as well as trends over time, with a more accurate description than that offered by traditional literature reviews relying solely on the number of papers presented in each topic.

This methodology, applied to gender equality research spanning the past twenty-two years, enables two key contributions. First, we extract the main message that each document is conveying and how this is connected to other themes in literature, providing a rich picture of the topics that are at the center of the discourse, as well as of the emerging topics. Second, by examining the semantic relationship between topics and how tightly their discourses are linked, we can identify the key relationships and connections between different topics. This semi-automatic methodology is also highly reproducible with minimum effort.

This literature review is organized as follows. In the next section, we present how we selected relevant papers and how we analyzed them through text mining and social network analysis. We then illustrate the importance of 27 selected research topics, measured by means of the SBS indicator. In the results section, we present an overview of the literature based on the SBS results–followed by an in-depth narrative analysis of the top 10 topics (i.e., those with the highest SBS) and their connections. Subsequently, we highlight a series of under-studied connections between the topics where there is potential for future research. Through this analysis, we build a map of the main gender-research trends in the last twenty-two years–presenting the most popular themes. We conclude by highlighting key areas on which research should focused in the future.

Our aim is to map a broad topic, gender equality research, that has been approached through a host of different angles and through different disciplines. Scoping reviews are the most appropriate as they provide the freedom to map different themes and identify literature gaps, thereby guiding the recommendation of new research agendas [ 38 ].

Several practical approaches have been proposed to identify and assess the underlying topics of a specific field using big data [ 39 – 41 ], but many of them fail without proper paper retrieval and text preprocessing. This is specifically true for a research field such as the gender-related one, which comprises the work of scholars from different backgrounds. In this section, we illustrate a novel approach for the analysis of scientific (gender-related) papers that relies on methods and tools of social network analysis and text mining. Our procedure has four main steps: (1) data collection, (2) text preprocessing, (3) keywords extraction and classification, and (4) evaluation of semantic importance and image.

Data collection

In this study, we analyze 22 years of literature on gender-related research. Following established practice for scoping reviews [ 42 ], our data collection consisted of two main steps, which we summarize here below.

Firstly, we retrieved from the Scopus database all the articles written in English that contained the term “gender” in their title, abstract or keywords and were published in a journal listed in the Academic Journal Guide 2018 ranking of the Chartered Association of Business Schools (CABS) ( https://charteredabs.org/wp-content/uploads/2018/03/AJG2018-Methodology.pdf ), considering the time period from Jan 2000 to May 2021. We used this information considering that abstracts, titles and keywords represent the most informative part of a paper, while using the full-text would increase the signal-to-noise ratio for information extraction. Indeed, these textual elements already demonstrated to be reliable sources of information for the task of domain lexicon extraction [ 43 , 44 ]. We chose Scopus as source of literature because of its popularity, its update rate, and because it offers an API to ease the querying process. Indeed, while it does not allow to retrieve the full text of scientific articles, the Scopus API offers access to titles, abstracts, citation information and metadata for all its indexed scholarly journals. Moreover, we decided to focus on the journals listed in the AJG 2018 ranking because we were interested in reviewing business and economics related gender studies only. The AJG is indeed widely used by universities and business schools as a reference point for journal and research rigor and quality. This first step, executed in June 2021, returned more than 55,000 papers.

In the second step–because a look at the papers showed very sparse results, many of which were not in line with the topic of this literature review (e.g., papers dealing with health care or medical issues, where the word gender indicates the gender of the patients)–we applied further inclusion criteria to make the sample more focused on the topic of this literature review (i.e., women’s gender equality issues). Specifically, we only retained those papers mentioning, in their title and/or abstract, both gender-related keywords (e.g., daughter, female, mother) and keywords referring to bias and equality issues (e.g., equality, bias, diversity, inclusion). After text pre-processing (see next section), keywords were first identified from a frequency-weighted list of words found in the titles, abstracts and keywords in the initial list of papers, extracted through text mining (following the same approach as [ 43 ]). They were selected by two of the co-authors independently, following respectively a bottom up and a top-down approach. The bottom-up approach consisted of examining the words found in the frequency-weighted list and classifying those related to gender and equality. The top-down approach consisted in searching in the word list for notable gender and equality-related words. Table 1 reports the sets of keywords we considered, together with some examples of words that were used to search for their presence in the dataset (a full list is provided in the S1 Text ). At end of this second step, we obtained a final sample of 15,465 relevant papers.

Text processing and keyword extraction

Text preprocessing aims at structuring text into a form that can be analyzed by statistical models. In the present section, we describe the preprocessing steps we applied to paper titles and abstracts, which, as explained below, partially follow a standard text preprocessing pipeline [ 45 ]. These activities have been performed using the R package udpipe [ 46 ].

The first step is n-gram extraction (i.e., a sequence of words from a given text sample) to identify which n-grams are important in the analysis, since domain-specific lexicons are often composed by bi-grams and tri-grams [ 47 ]. Multi-word extraction is usually implemented with statistics and linguistic rules, thus using the statistical properties of n-grams or machine learning approaches [ 48 ]. However, for the present paper, we used Scopus metadata in order to have a more effective and efficient n-grams collection approach [ 49 ]. We used the keywords of each paper in order to tag n-grams with their associated keywords automatically. Using this greedy approach, it was possible to collect all the keywords listed by the authors of the papers. From this list, we extracted only keywords composed by two, three and four words, we removed all the acronyms and rare keywords (i.e., appearing in less than 1% of papers), and we clustered keywords showing a high orthographic similarity–measured using a Levenshtein distance [ 50 ] lower than 2, considering these groups of keywords as representing same concepts, but expressed with different spelling. After tagging the n-grams in the abstracts, we followed a common data preparation pipeline that consists of the following steps: (i) tokenization, that splits the text into tokens (i.e., single words and previously tagged multi-words); (ii) removal of stop-words (i.e. those words that add little meaning to the text, usually being very common and short functional words–such as “and”, “or”, or “of”); (iii) parts-of-speech tagging, that is providing information concerning the morphological role of a word and its morphosyntactic context (e.g., if the token is a determiner, the next token is a noun or an adjective with very high confidence, [ 51 ]); and (iv) lemmatization, which consists in substituting each word with its dictionary form (or lemma). The output of the latter step allows grouping together the inflected forms of a word. For example, the verbs “am”, “are”, and “is” have the shared lemma “be”, or the nouns “cat” and “cats” both share the lemma “cat”. We preferred lemmatization over stemming [ 52 ] in order to obtain more interpretable results.

In addition, we identified a further set of keywords (with respect to those listed in the “keywords” field) by applying a series of automatic words unification and removal steps, as suggested in past research [ 53 , 54 ]. We removed: sparse terms (i.e., occurring in less than 0.1% of all documents), common terms (i.e., occurring in more than 10% of all documents) and retained only nouns and adjectives. It is relevant to notice that no document was lost due to these steps. We then used the TF-IDF function [ 55 ] to produce a new list of keywords. We additionally tested other approaches for the identification and clustering of keywords–such as TextRank [ 56 ] or Latent Dirichlet Allocation [ 57 ]–without obtaining more informative results.

Classification of research topics

To guide the literature analysis, two experts met regularly to examine the sample of collected papers and to identify the main topics and trends in gender research. Initially, they conducted brainstorming sessions on the topics they expected to find, due to their knowledge of the literature. This led to an initial list of topics. Subsequently, the experts worked independently, also supported by the keywords in paper titles and abstracts extracted with the procedure described above.

Considering all this information, each expert identified and clustered relevant keywords into topics. At the end of the process, the two assignments were compared and exhibited a 92% agreement. Another meeting was held to discuss discordant cases and reach a consensus. This resulted in a list of 27 topics, briefly introduced in Table 2 and subsequently detailed in the following sections.

Evaluation of semantic importance

Working on the lemmatized corpus of the 15,465 papers included in our sample, we proceeded with the evaluation of semantic importance trends for each topic and with the analysis of their connections and prevalent textual associations. To this aim, we used the Semantic Brand Score indicator [ 36 ], calculated through the SBS BI webapp [ 37 ] that also produced a brand image report for each topic. For this study we relied on the computing resources of the ENEA/CRESCO infrastructure [ 58 ].

The Semantic Brand Score (SBS) is a measure of semantic importance that combines methods of social network analysis and text mining. It is usually applied for the analysis of (big) textual data to evaluate the importance of one or more brands, names, words, or sets of keywords [ 36 ]. Indeed, the concept of “brand” is intended in a flexible way and goes beyond products or commercial brands. In this study, we evaluate the SBS time-trends of the keywords defining the research topics discussed in the previous section. Semantic importance comprises the three dimensions of topic prevalence, diversity and connectivity. Prevalence measures how frequently a research topic is used in the discourse. The more a topic is mentioned by scientific articles, the more the research community will be aware of it, with possible increase of future studies; this construct is partly related to that of brand awareness [ 59 ]. This effect is even stronger, considering that we are analyzing the title, abstract and keywords of the papers, i.e. the parts that have the highest visibility. A very important characteristic of the SBS is that it considers the relationships among words in a text. Topic importance is not just a matter of how frequently a topic is mentioned, but also of the associations a topic has in the text. Specifically, texts are transformed into networks of co-occurring words, and relationships are studied through social network analysis [ 60 ]. This step is necessary to calculate the other two dimensions of our semantic importance indicator. Accordingly, a social network of words is generated for each time period considered in the analysis–i.e., a graph made of n nodes (words) and E edges weighted by co-occurrence frequency, with W being the set of edge weights. The keywords representing each topic were clustered into single nodes.

The construct of diversity relates to that of brand image [ 59 ], in the sense that it considers the richness and distinctiveness of textual (topic) associations. Considering the above-mentioned networks, we calculated diversity using the distinctiveness centrality metric–as in the formula presented by Fronzetti Colladon and Naldi [ 61 ].

Lastly, connectivity was measured as the weighted betweenness centrality [ 62 , 63 ] of each research topic node. We used the formula presented by Wasserman and Faust [ 60 ]. The dimension of connectivity represents the “brokerage power” of each research topic–i.e., how much it can serve as a bridge to connect other terms (and ultimately topics) in the discourse [ 36 ].

The SBS is the final composite indicator obtained by summing the standardized scores of prevalence, diversity and connectivity. Standardization was carried out considering all the words in the corpus, for each specific timeframe.

This methodology, applied to a large and heterogeneous body of text, enables to automatically identify two important sets of information that add value to the literature review. Firstly, the relevance of each topic in literature is measured through a composite indicator of semantic importance, rather than simply looking at word frequencies. This provides a much richer picture of the topics that are at the center of the discourse, as well as of the topics that are emerging in the literature. Secondly, it enables to examine the extent of the semantic relationship between topics, looking at how tightly their discourses are linked. In a field such as gender equality, where many topics are closely linked to each other and present overlaps in issues and solutions, this methodology offers a novel perspective with respect to traditional literature reviews. In addition, it ensures reproducibility over time and the possibility to semi-automatically update the analysis, as new papers become available.

Overview of main topics

In terms of descriptive textual statistics, our corpus is made of 15,465 text documents, consisting of a total of 2,685,893 lemmatized tokens (words) and 32,279 types. As a result, the type-token ratio is 1.2%. The number of hapaxes is 12,141, with a hapax-token ratio of 37.61%.

Fig 1 shows the list of 27 topics by decreasing SBS. The most researched topic is compensation , exceeding all others in prevalence, diversity, and connectivity. This means it is not only mentioned more often than other topics, but it is also connected to a greater number of other topics and is central to the discourse on gender equality. The next four topics are, in order of SBS, role , education , decision-making , and career progression . These topics, except for education , all concern women in the workforce. Between these first five topics and the following ones there is a clear drop in SBS scores. In particular, the topics that follow have a lower connectivity than the first five. They are hiring , performance , behavior , organization , and human capital . Again, except for behavior and human capital , the other three topics are purely related to women in the workforce. After another drop-off, the following topics deal prevalently with women in society. This trend highlights that research on gender in business journals has so far mainly paid attention to the conditions that women experience in business contexts, while also devoting some attention to women in society.

Fig 2 shows the SBS time series of the top 10 topics. While there has been a general increase in the number of Scopus-indexed publications in the last decade, we notice that some SBS trends remain steady, or even decrease. In particular, we observe that the main topic of the last twenty-two years, compensation , is losing momentum. Since 2016, it has been surpassed by decision-making , education and role , which may indicate that literature is increasingly attempting to identify root causes of compensation inequalities. Moreover, in the last two years, the topics of hiring , performance , and organization are experiencing the largest importance increase.

Fig 3 shows the SBS time trends of the remaining 17 topics (i.e., those not in the top 10). As we can see from the graph, there are some that maintain a steady trend–such as reputation , management , networks and governance , which also seem to have little importance. More relevant topics with average stationary trends (except for the last two years) are culture , family , and parenting . The feminine topic is among the most important here, and one of those that exhibit the larger variations over time (similarly to leadership ). On the other hand, the are some topics that, even if not among the most important, show increasing SBS trends; therefore, they could be considered as emerging topics and could become popular in the near future. These are entrepreneurship , leadership , board of directors , and sustainability . These emerging topics are also interesting to anticipate future trends in gender equality research that are conducive to overall equality in society.

In addition to the SBS score of the different topics, the network of terms they are associated to enables to gauge the extent to which their images (textual associations) overlap or differ ( Fig 4 ).

There is a central cluster of topics with high similarity, which are all connected with women in the workforce. The cluster includes topics such as organization , decision-making , performance , hiring , human capital , education and compensation . In addition, the topic of well-being is found within this cluster, suggesting that women’s equality in the workforce is associated to well-being considerations. The emerging topics of entrepreneurship and leadership are also closely connected with each other, possibly implying that leadership is a much-researched quality in female entrepreneurship. Topics that are relatively more distant include personality , politics , feminine , empowerment , management , board of directors , reputation , governance , parenting , masculine and network .

The following sections describe the top 10 topics and their main associations in literature (see Table 3 ), while providing a brief overview of the emerging topics.

Compensation

The topic of compensation is related to the topics of role , hiring , education and career progression , however, also sees a very high association with the words gap and inequality . Indeed, a well-known debate in degrowth economics centers around whether and how to adequately compensate women for their childbearing, childrearing, caregiver and household work [e.g., 30 ].

Even in paid work, women continue being offered lower compensations than their male counterparts who have the same job or cover the same role [ 64 – 67 ]. This severe inequality has been widely studied by scholars over the last twenty-two years. Dealing with this topic, some specific roles have been addressed. Specifically, research highlighted differences in compensation between female and male CEOs [e.g., 68 ], top executives [e.g., 69 ], and boards’ directors [e.g., 70 ]. Scholars investigated the determinants of these gaps, such as the gender composition of the board [e.g., 71 – 73 ] or women’s individual characteristics [e.g., 71 , 74 ].

Among these individual characteristics, education plays a relevant role [ 75 ]. Education is indeed presented as the solution for women, not only to achieve top executive roles, but also to reduce wage inequality [e.g., 76 , 77 ]. Past research has highlighted education influences on gender wage gaps, specifically referring to gender differences in skills [e.g., 78 ], college majors [e.g., 79 ], and college selectivity [e.g., 80 ].

Finally, the wage gap issue is strictly interrelated with hiring –e.g., looking at whether being a mother affects hiring and compensation [e.g., 65 , 81 ] or relating compensation to unemployment [e.g., 82 ]–and career progression –for instance looking at meritocracy [ 83 , 84 ] or the characteristics of the boss for whom women work [e.g., 85 ].

The roles covered by women have been deeply investigated. Scholars have focused on the role of women in their families and the society as a whole [e.g., 14 , 15 ], and, more widely, in business contexts [e.g., 18 , 81 ]. Indeed, despite still lagging behind their male counterparts [e.g., 86 , 87 ], in the last decade there has been an increase in top ranked positions achieved by women [e.g., 88 , 89 ]. Following this phenomenon, scholars have posed greater attention towards the presence of women in the board of directors [e.g., 16 , 18 , 90 , 91 ], given the increasing pressure to appoint female directors that firms, especially listed ones, have experienced. Other scholars have focused on the presence of women covering the role of CEO [e.g., 17 , 92 ] or being part of the top management team [e.g., 93 ]. Irrespectively of the level of analysis, all these studies tried to uncover the antecedents of women’s presence among top managers [e.g., 92 , 94 ] and the consequences of having a them involved in the firm’s decision-making –e.g., on performance [e.g., 19 , 95 , 96 ], risk [e.g., 97 , 98 ], and corporate social responsibility [e.g., 99 , 100 ].

Besides studying the difficulties and discriminations faced by women in getting a job [ 81 , 101 ], and, more specifically in the hiring , appointment, or career progression to these apical roles [e.g., 70 , 83 ], the majority of research of women’s roles dealt with compensation issues. Specifically, scholars highlight the pay-gap that still exists between women and men, both in general [e.g., 64 , 65 ], as well as referring to boards’ directors [e.g., 70 , 102 ], CEOs and executives [e.g., 69 , 103 , 104 ].

Finally, other scholars focused on the behavior of women when dealing with business. In this sense, particular attention has been paid to leadership and entrepreneurial behaviors. The former quite overlaps with dealing with the roles mentioned above, but also includes aspects such as leaders being stereotyped as masculine [e.g., 105 ], the need for greater exposure to female leaders to reduce biases [e.g., 106 ], or female leaders acting as queen bees [e.g., 107 ]. Regarding entrepreneurship , scholars mainly investigated women’s entrepreneurial entry [e.g., 108 , 109 ], differences between female and male entrepreneurs in the evaluations and funding received from investors [e.g., 110 , 111 ], and their performance gap [e.g., 112 , 113 ].

Education has long been recognized as key to social advancement and economic stability [ 114 ], for job progression and also a barrier to gender equality, especially in STEM-related fields. Research on education and gender equality is mostly linked with the topics of compensation , human capital , career progression , hiring , parenting and decision-making .

Education contributes to a higher human capital [ 115 ] and constitutes an investment on the part of women towards their future. In this context, literature points to the gender gap in educational attainment, and the consequences for women from a social, economic, personal and professional standpoint. Women are found to have less access to formal education and information, especially in emerging countries, which in turn may cause them to lose social and economic opportunities [e.g., 12 , 116 – 119 ]. Education in local and rural communities is also paramount to communicate the benefits of female empowerment , contributing to overall societal well-being [e.g., 120 ].

Once women access education, the image they have of the world and their place in society (i.e., habitus) affects their education performance [ 13 ] and is passed on to their children. These situations reinforce gender stereotypes, which become self-fulfilling prophecies that may negatively affect female students’ performance by lowering their confidence and heightening their anxiety [ 121 , 122 ]. Besides formal education, also the information that women are exposed to on a daily basis contributes to their human capital . Digital inequalities, for instance, stems from men spending more time online and acquiring higher digital skills than women [ 123 ].

Education is also a factor that should boost employability of candidates and thus hiring , career progression and compensation , however the relationship between these factors is not straightforward [ 115 ]. First, educational choices ( decision-making ) are influenced by variables such as self-efficacy and the presence of barriers, irrespectively of the career opportunities they offer, especially in STEM [ 124 ]. This brings additional difficulties to women’s enrollment and persistence in scientific and technical fields of study due to stereotypes and biases [ 125 , 126 ]. Moreover, access to education does not automatically translate into job opportunities for women and minority groups [ 127 , 128 ] or into female access to managerial positions [ 129 ].

Finally, parenting is reported as an antecedent of education [e.g., 130 ], with much of the literature focusing on the role of parents’ education on the opportunities afforded to children to enroll in education [ 131 – 134 ] and the role of parenting in their offspring’s perception of study fields and attitudes towards learning [ 135 – 138 ]. Parental education is also a predictor of the other related topics, namely human capital and compensation [ 139 ].

Decision-making

This literature mainly points to the fact that women are thought to make decisions differently than men. Women have indeed different priorities, such as they care more about people’s well-being, working with people or helping others, rather than maximizing their personal (or their firm’s) gain [ 140 ]. In other words, women typically present more communal than agentic behaviors, which are instead more frequent among men [ 141 ]. These different attitude, behavior and preferences in turn affect the decisions they make [e.g., 142 ] and the decision-making of the firm in which they work [e.g., 143 ].

At the individual level, gender affects, for instance, career aspirations [e.g., 144 ] and choices [e.g., 142 , 145 ], or the decision of creating a venture [e.g., 108 , 109 , 146 ]. Moreover, in everyday life, women and men make different decisions regarding partners [e.g., 147 ], childcare [e.g., 148 ], education [e.g., 149 ], attention to the environment [e.g., 150 ] and politics [e.g., 151 ].

At the firm level, scholars highlighted, for example, how the presence of women in the board affects corporate decisions [e.g., 152 , 153 ], that female CEOs are more conservative in accounting decisions [e.g., 154 ], or that female CFOs tend to make more conservative decisions regarding the firm’s financial reporting [e.g., 155 ]. Nevertheless, firm level research also investigated decisions that, influenced by gender bias, affect women, such as those pertaining hiring [e.g., 156 , 157 ], compensation [e.g., 73 , 158 ], or the empowerment of women once appointed [ 159 ].

Career progression

Once women have entered the workforce, the key aspect to achieve gender equality becomes career progression , including efforts toward overcoming the glass ceiling. Indeed, according to the SBS analysis, career progression is highly related to words such as work, social issues and equality. The topic with which it has the highest semantic overlap is role , followed by decision-making , hiring , education , compensation , leadership , human capital , and family .

Career progression implies an advancement in the hierarchical ladder of the firm, assigning managerial roles to women. Coherently, much of the literature has focused on identifying rationales for a greater female participation in the top management team and board of directors [e.g., 95 ] as well as the best criteria to ensure that the decision-makers promote the most valuable employees irrespectively of their individual characteristics, such as gender [e.g., 84 ]. The link between career progression , role and compensation is often provided in practice by performance appraisal exercises, frequently rooted in a culture of meritocracy that guides bonuses, salary increases and promotions. However, performance appraisals can actually mask gender-biased decisions where women are held to higher standards than their male colleagues [e.g., 83 , 84 , 95 , 160 , 161 ]. Women often have less opportunities to gain leadership experience and are less visible than their male colleagues, which constitute barriers to career advancement [e.g., 162 ]. Therefore, transparency and accountability, together with procedures that discourage discretionary choices, are paramount to achieve a fair career progression [e.g., 84 ], together with the relaxation of strict job boundaries in favor of cross-functional and self-directed tasks [e.g., 163 ].

In addition, a series of stereotypes about the type of leadership characteristics that are required for top management positions, which fit better with typical male and agentic attributes, are another key barrier to career advancement for women [e.g., 92 , 160 ].

Hiring is the entrance gateway for women into the workforce. Therefore, it is related to other workforce topics such as compensation , role , career progression , decision-making , human capital , performance , organization and education .

A first stream of literature focuses on the process leading up to candidates’ job applications, demonstrating that bias exists before positions are even opened, and it is perpetuated both by men and women through networking and gatekeeping practices [e.g., 164 , 165 ].

The hiring process itself is also subject to biases [ 166 ], for example gender-congruity bias that leads to men being preferred candidates in male-dominated sectors [e.g., 167 ], women being hired in positions with higher risk of failure [e.g., 168 ] and limited transparency and accountability afforded by written processes and procedures [e.g., 164 ] that all contribute to ascriptive inequality. In addition, providing incentives for evaluators to hire women may actually work to this end; however, this is not the case when supporting female candidates endangers higher-ranking male ones [ 169 ].

Another interesting perspective, instead, looks at top management teams’ composition and the effects on hiring practices, indicating that firms with more women in top management are less likely to lay off staff [e.g., 152 ].

Performance

Several scholars posed their attention towards women’s performance, its consequences [e.g., 170 , 171 ] and the implications of having women in decision-making positions [e.g., 18 , 19 ].

At the individual level, research focused on differences in educational and academic performance between women and men, especially referring to the gender gap in STEM fields [e.g., 171 ]. The presence of stereotype threats–that is the expectation that the members of a social group (e.g., women) “must deal with the possibility of being judged or treated stereotypically, or of doing something that would confirm the stereotype” [ 172 ]–affects women’s interested in STEM [e.g., 173 ], as well as their cognitive ability tests, penalizing them [e.g., 174 ]. A stronger gender identification enhances this gap [e.g., 175 ], whereas mentoring and role models can be used as solutions to this problem [e.g., 121 ]. Despite the negative effect of stereotype threats on girls’ performance [ 176 ], female and male students perform equally in mathematics and related subjects [e.g., 177 ]. Moreover, while individuals’ performance at school and university generally affects their achievements and the field in which they end up working, evidence reveals that performance in math or other scientific subjects does not explain why fewer women enter STEM working fields; rather this gap depends on other aspects, such as culture, past working experiences, or self-efficacy [e.g., 170 ]. Finally, scholars have highlighted the penalization that women face for their positive performance, for instance when they succeed in traditionally male areas [e.g., 178 ]. This penalization is explained by the violation of gender-stereotypic prescriptions [e.g., 179 , 180 ], that is having women well performing in agentic areas, which are typical associated to men. Performance penalization can thus be overcome by clearly conveying communal characteristics and behaviors [ 178 ].

Evidence has been provided on how the involvement of women in boards of directors and decision-making positions affects firms’ performance. Nevertheless, results are mixed, with some studies showing positive effects on financial [ 19 , 181 , 182 ] and corporate social performance [ 99 , 182 , 183 ]. Other studies maintain a negative association [e.g., 18 ], and other again mixed [e.g., 184 ] or non-significant association [e.g., 185 ]. Also with respect to the presence of a female CEO, mixed results emerged so far, with some researches demonstrating a positive effect on firm’s performance [e.g., 96 , 186 ], while other obtaining only a limited evidence of this relationship [e.g., 103 ] or a negative one [e.g., 187 ].

Finally, some studies have investigated whether and how women’s performance affects their hiring [e.g., 101 ] and career progression [e.g., 83 , 160 ]. For instance, academic performance leads to different returns in hiring for women and men. Specifically, high-achieving men are called back significantly more often than high-achieving women, which are penalized when they have a major in mathematics; this result depends on employers’ gendered standards for applicants [e.g., 101 ]. Once appointed, performance ratings are more strongly related to promotions for women than men, and promoted women typically show higher past performance ratings than those of promoted men. This suggesting that women are subject to stricter standards for promotion [e.g., 160 ].

Behavioral aspects related to gender follow two main streams of literature. The first examines female personality and behavior in the workplace, and their alignment with cultural expectations or stereotypes [e.g., 188 ] as well as their impacts on equality. There is a common bias that depicts women as less agentic than males. Certain characteristics, such as those more congruent with male behaviors–e.g., self-promotion [e.g., 189 ], negotiation skills [e.g., 190 ] and general agentic behavior [e.g., 191 ]–, are less accepted in women. However, characteristics such as individualism in women have been found to promote greater gender equality in society [ 192 ]. In addition, behaviors such as display of emotions [e.g., 193 ], which are stereotypically female, work against women’s acceptance in the workplace, requiring women to carefully moderate their behavior to avoid exclusion. A counter-intuitive result is that women and minorities, which are more marginalized in the workplace, tend to be better problem-solvers in innovation competitions due to their different knowledge bases [ 194 ].

The other side of the coin is examined in a parallel literature stream on behavior towards women in the workplace. As a result of biases, prejudices and stereotypes, women may experience adverse behavior from their colleagues, such as incivility and harassment, which undermine their well-being [e.g., 195 , 196 ]. Biases that go beyond gender, such as for overweight people, are also more strongly applied to women [ 197 ].

Organization

The role of women and gender bias in organizations has been studied from different perspectives, which mirror those presented in detail in the following sections. Specifically, most research highlighted the stereotypical view of leaders [e.g., 105 ] and the roles played by women within firms, for instance referring to presence in the board of directors [e.g., 18 , 90 , 91 ], appointment as CEOs [e.g., 16 ], or top executives [e.g., 93 ].

Scholars have investigated antecedents and consequences of the presence of women in these apical roles. On the one side they looked at hiring and career progression [e.g., 83 , 92 , 160 , 168 , 198 ], finding women typically disadvantaged with respect to their male counterparts. On the other side, they studied women’s leadership styles and influence on the firm’s decision-making [e.g., 152 , 154 , 155 , 199 ], with implications for performance [e.g., 18 , 19 , 96 ].

Human capital

Human capital is a transverse topic that touches upon many different aspects of female gender equality. As such, it has the most associations with other topics, starting with education as mentioned above, with career-related topics such as role , decision-making , hiring , career progression , performance , compensation , leadership and organization . Another topic with which there is a close connection is behavior . In general, human capital is approached both from the education standpoint but also from the perspective of social capital.

The behavioral aspect in human capital comprises research related to gender differences for example in cultural and religious beliefs that influence women’s attitudes and perceptions towards STEM subjects [ 142 , 200 – 202 ], towards employment [ 203 ] or towards environmental issues [ 150 , 204 ]. These cultural differences also emerge in the context of globalization which may accelerate gender equality in the workforce [ 205 , 206 ]. Gender differences also appear in behaviors such as motivation [ 207 ], and in negotiation [ 190 ], and have repercussions on women’s decision-making related to their careers. The so-called gender equality paradox sees women in countries with lower gender equality more likely to pursue studies and careers in STEM fields, whereas the gap in STEM enrollment widens as countries achieve greater equality in society [ 171 ].

Career progression is modeled by literature as a choice-process where personal preferences, culture and decision-making affect the chosen path and the outcomes. Some literature highlights how women tend to self-select into different professions than men, often due to stereotypes rather than actual ability to perform in these professions [ 142 , 144 ]. These stereotypes also affect the perceptions of female performance or the amount of human capital required to equal male performance [ 110 , 193 , 208 ], particularly for mothers [ 81 ]. It is therefore often assumed that women are better suited to less visible and less leadership -oriented roles [ 209 ]. Women also express differing preferences towards work-family balance, which affect whether and how they pursue human capital gains [ 210 ], and ultimately their career progression and salary .

On the other hand, men are often unaware of gendered processes and behaviors that they carry forward in their interactions and decision-making [ 211 , 212 ]. Therefore, initiatives aimed at increasing managers’ human capital –by raising awareness of gender disparities in their organizations and engaging them in diversity promotion–are essential steps to counter gender bias and segregation [ 213 ].

Emerging topics: Leadership and entrepreneurship

Among the emerging topics, the most pervasive one is women reaching leadership positions in the workforce and in society. This is still a rare occurrence for two main types of factors, on the one hand, bias and discrimination make it harder for women to access leadership positions [e.g., 214 – 216 ], on the other hand, the competitive nature and high pressure associated with leadership positions, coupled with the lack of women currently represented, reduce women’s desire to achieve them [e.g., 209 , 217 ]. Women are more effective leaders when they have access to education, resources and a diverse environment with representation [e.g., 218 , 219 ].

One sector where there is potential for women to carve out a leadership role is entrepreneurship . Although at the start of the millennium the discourse on entrepreneurship was found to be “discriminatory, gender-biased, ethnocentrically determined and ideologically controlled” [ 220 ], an increasing body of literature is studying how to stimulate female entrepreneurship as an alternative pathway to wealth, leadership and empowerment [e.g., 221 ]. Many barriers exist for women to access entrepreneurship, including the institutional and legal environment, social and cultural factors, access to knowledge and resources, and individual behavior [e.g., 222 , 223 ]. Education has been found to raise women’s entrepreneurial intentions [e.g., 224 ], although this effect is smaller than for men [e.g., 109 ]. In addition, increasing self-efficacy and risk-taking behavior constitute important success factors [e.g., 225 ].

Finally, the topic of sustainability is worth mentioning, as it is the primary objective of the SDGs and is closely associated with societal well-being. As society grapples with the effects of climate change and increasing depletion of natural resources, a narrative has emerged on women and their greater link to the environment [ 226 ]. Studies in developed countries have found some support for women leaders’ attention to sustainability issues in firms [e.g., 227 – 229 ], and smaller resource consumption by women [ 230 ]. At the same time, women will likely be more affected by the consequences of climate change [e.g., 230 ] but often lack the decision-making power to influence local decision-making on resource management and environmental policies [e.g., 231 ].

Research gaps and conclusions

Research on gender equality has advanced rapidly in the past decades, with a steady increase in publications, both in mainstream topics related to women in education and the workforce, and in emerging topics. Through a novel approach combining methods of text mining and social network analysis, we examined a comprehensive body of literature comprising 15,465 papers published between 2000 and mid 2021 on topics related to gender equality. We identified a set of 27 topics addressed by the literature and examined their connections.

At the highest level of abstraction, it is worth noting that papers abound on the identification of issues related to gender inequalities and imbalances in the workforce and in society. Literature has thoroughly examined the (unconscious) biases, barriers, stereotypes, and discriminatory behaviors that women are facing as a result of their gender. Instead, there are much fewer papers that discuss or demonstrate effective solutions to overcome gender bias [e.g., 121 , 143 , 145 , 163 , 194 , 213 , 232 ]. This is partly due to the relative ease in studying the status quo, as opposed to studying changes in the status quo. However, we observed a shift in the more recent years towards solution seeking in this domain, which we strongly encourage future researchers to focus on. In the future, we may focus on collecting and mapping pro-active contributions to gender studies, using additional Natural Language Processing techniques, able to measure the sentiment of scientific papers [ 43 ].

All of the mainstream topics identified in our literature review are closely related, and there is a wealth of insights looking at the intersection between issues such as education and career progression or human capital and role . However, emerging topics are worthy of being furtherly explored. It would be interesting to see more work on the topic of female entrepreneurship , exploring aspects such as education , personality , governance , management and leadership . For instance, how can education support female entrepreneurship? How can self-efficacy and risk-taking behaviors be taught or enhanced? What are the differences in managerial and governance styles of female entrepreneurs? Which personality traits are associated with successful entrepreneurs? Which traits are preferred by venture capitalists and funding bodies?

The emerging topic of sustainability also deserves further attention, as our society struggles with climate change and its consequences. It would be interesting to see more research on the intersection between sustainability and entrepreneurship , looking at how female entrepreneurs are tackling sustainability issues, examining both their business models and their company governance . In addition, scholars are suggested to dig deeper into the relationship between family values and behaviors.

Moreover, it would be relevant to understand how women’s networks (social capital), or the composition and structure of social networks involving both women and men, enable them to increase their remuneration and reach top corporate positions, participate in key decision-making bodies, and have a voice in communities. Furthermore, the achievement of gender equality might significantly change firm networks and ecosystems, with important implications for their performance and survival.

Similarly, research at the nexus of (corporate) governance , career progression , compensation and female empowerment could yield useful insights–for example discussing how enterprises, institutions and countries are managed and the impact for women and other minorities. Are there specific governance structures that favor diversity and inclusion?

Lastly, we foresee an emerging stream of research pertaining how the spread of the COVID-19 pandemic challenged women, especially in the workforce, by making gender biases more evident.

For our analysis, we considered a set of 15,465 articles downloaded from the Scopus database (which is the largest abstract and citation database of peer-reviewed literature). As we were interested in reviewing business and economics related gender studies, we only considered those papers published in journals listed in the Academic Journal Guide (AJG) 2018 ranking of the Chartered Association of Business Schools (CABS). All the journals listed in this ranking are also indexed by Scopus. Therefore, looking at a single database (i.e., Scopus) should not be considered a limitation of our study. However, future research could consider different databases and inclusion criteria.

With our literature review, we offer researchers a comprehensive map of major gender-related research trends over the past twenty-two years. This can serve as a lens to look to the future, contributing to the achievement of SDG5. Researchers may use our study as a starting point to identify key themes addressed in the literature. In addition, our methodological approach–based on the use of the Semantic Brand Score and its webapp–could support scholars interested in reviewing other areas of research.

Supporting information

Acknowledgments.

The computing resources and the related technical support used for this work have been provided by CRESCO/ENEAGRID High Performance Computing infrastructure and its staff. CRESCO/ENEAGRID High Performance Computing infrastructure is funded by ENEA, the Italian National Agency for New Technologies, Energy and Sustainable Economic Development and by Italian and European research programmes (see http://www.cresco.enea.it/english for information).

Funding Statement

P.B and F.C.: Grant of the Department of Energy, Systems, Territory and Construction of the University of Pisa (DESTEC) for the project “Measuring Gender Bias with Semantic Analysis: The Development of an Assessment Tool and its Application in the European Space Industry. P.B., F.C., A.F.C., P.R.: Grant of the Italian Association of Management Engineering (AiIG), “Misure di sostegno ai soci giovani AiIG” 2020, for the project “Gender Equality Through Data Intelligence (GEDI)”. F.C.: EU project ASSETs+ Project (Alliance for Strategic Skills addressing Emerging Technologies in Defence) EAC/A03/2018 - Erasmus+ programme, Sector Skills Alliances, Lot 3: Sector Skills Alliance for implementing a new strategic approach (Blueprint) to sectoral cooperation on skills G.A. NUMBER: 612678-EPP-1-2019-1-IT-EPPKA2-SSA-B.

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Stanford scholars examine gender bias and ways to advance equity across society

Stanford scholars have studied the obstacles women face across society – at work, in education, as leaders – and how to reach a more equitable society for everyone. 

The overturning of Roe v. Wade has heightened awareness of some of the broader issues the feminist movement and other allies for women’s rights have long championed, particularly advancing gender equality and economic well-being in societies around the globe.

Stanford scholars have studied some of the difficulties of reaching those goals and the many obstacles women face, whether it is at work, in the classroom and education, or as leaders. They have examined how gendered biases are perpetuated, why gender diversity and inclusion are imperative, and what can lead to prejudiced attitudes, assumptions, and adversities ultimately changing.

From the fields of business, social sciences, the humanities, law, education, health, and medicine, here are what Stanford researchers have to say about the evolution of women’s rights and the obstacles to advancing gender equity.

Impacts of overturning Roe v. Wade , and the U.S. Supreme Court

The decision by the U.S Supreme Court to overrule Roe v. Wade in the Dobbs v. Jackson Women’s Health case will carry many wide-reaching and serious consequences for women, say Stanford professors. By ending the constitutional right to abortion, a protection women have had for nearly 50 years, it will now be up to states to decide what reproductive choices are available for women – regardless of the circumstance. 

“No matter the reason a woman seeks to terminate a pregnancy – including because her health is jeopardized, because she was raped, because the fetus has a condition making death likely shortly after birth – a majority of state legislators may usurp that deeply personal decision,” said Stanford law Professor Jane S. Schacter in the wake of the decision. 

Here, Stanford professors shed light on the ramifications the reversal will have, as well as research on the divergence between the justices’ positioning versus public opinion, which the Roe v. Wade overruling highlighted.

A constitutional earthquake: Jane Schacter on SCOTUS decision to overturn Roe v. Wade

Stanford law Professor Jane Schacter, an expert on constitutional law and sexuality, discusses the Supreme Court’s decision to end the constitutional right to an abortion.

Using economics to understand the wide-reaching impacts of overturning Roe v. Wade

The greatest burden of abortion restrictions will likely fall onto low-income women and minorities, says Stanford economist Luigi Pistaferri.

Stanford’s Bernadette Meyler on possible SCOTUS decision to overturn Roe v. Wade

Constitutional law scholar Bernadette Meyler discusses the leaked Dobbs v. Jackson Women’s Health Organization memo and the implications of a possible decision.

The gap between the Supreme Court and most Americans’ views is growing

A new study finds that not only has the court’s majority shifted dramatically rightward in the past two years, its stances are now significantly more conservative than most Americans’.

Protecting reproductive health information after fall of Roe v. Wade

Michelle Mello writes that the overturning of Roe v. Wade – ending federal protection over a woman's right to an abortion – could also expose her personal health data in court.

The pandemic’s effect on women

While the overturning of Roe v. Wade has sent shockwaves across the country, the global pandemic continues to be problematic, particularly among women and people of color. According to Stanford sociologist Shelley Correll , the pandemic alone may set gender equality back a generation as women take on an unfair burden of job losses and child care.

“Feelings of burnout have increased over the last year for both men and women, but more so for women,” Correll said, noting how mental health challenges and the lack of reliable child care continue to be problematic. “My big concern, in terms of gender equality, is that this high level of burnout is going to either drive women out of the paid workforce entirely or cause them to dial back their careers to something that is more manageable.” 

Over the coming months, it will be increasingly clear what the ramifications of both the end of Roe v. Wade and the pandemic will have. But what is already apparent is the urgent need to ensure access to health care, child care, and education, Stanford scholars say. Here is some of that research.

It’s time to prioritize humane, thriving work environments

The global pandemic is an opportunity to make fundamental changes to how society approaches work by creating working environments centered around creativity, problem-solving and equity, says Adina Sterling.

The real benefits of paid family leave

Paid family leave is not a “silver bullet” for advancing gender equity in the workplace, Maya Rossin-Slater says, but it is beneficial for family health and well-being outcomes, particularly infant and maternal health and overall financial stability.

Gender equality could be set back by an entire generation, sociologist warns

Coming out of the pandemic is an opportunity to build more equitable workplaces. Otherwise, burnout is likely going to either drive women out of the paid workforce entirely or cause them to dial back their careers, with long-term consequences for gender equality, says Stanford scholar Shelley Correll.

Equity and inclusion key issues in new work-life balance

With work, school and family life all taking place in our homes, the challenges may be greater for women, according to a focus group consisting of corporate and nonprofit leaders convened by Stanford’s VMware Women’s Leadership Innovation Lab.

Stress during pregnancy doubled during pandemic

As the first shelter-in-place orders took hold in California, pregnant women reported substantially elevated depressive symptoms, potentially adversely affecting their health as well as that of their babies.

Feminism and overcoming gender discrimination across history

For feminists, choice over reproductive health symbolized the human right to self-determination , said Estelle Freedman in her seminal book, No Turning Back: The History of Feminism and the Future of Work (Ballantine Books, 2003). 

As Freedman explains, “Feminists have increasingly insisted that women’s health and children’s welfare must be central to international reproductive policies. In this way, reproductive choice can help alleviate economic injustice as well as extend human rights to women.”

Freedman, along with other Stanford scholars, has studied the evolution of feminist movements and women’s rights across history and the fight for economic justice and human rights in America and across the globe. Some have also examined these movements’ flaws, including historically overlooking people of color and people with a disability. Here are some of their findings.

How World War I strengthened women’s suffrage

Times of crisis can be catalysts for political change, says Stanford legal scholar Pamela S. Karlan. For women activists in the early 20th century, the catalyst was World War I.

The 19th Amendment is a milestone, not endpoint, for women’s rights in America

As the centennial of the 19th Amendment approaches, the milestone in women’s suffrage must also acknowledge the intersection of gender and racial justice in America, says Stanford scholar Estelle Freedman.

Left out of the vote

As the centennial of the 19th Amendment approaches, Stanford scholar Rabia Belt wants to acknowledge a history often overlooked in discourse about the franchise: people living with disabilities.

Why taking gender out of the equation is so difficult

Even as old stereotypes fade, gender remains “a very sticky category,” says Ashley Martin, assistant professor of organizational behavior.

Power forward

Tara VanDerveer, head coach of the Stanford women’s basketball team, talks about the state of women’s sports on the 50th anniversary of Title IX.

Roadblocks in the workplace

In 2020, women earned 83 cents to every dollar men earned, according to data from the U.S. Census Bureau. While the wage gap has narrowed over time, it still persists. Is it because of discrimination? Occupational differences? Workforce participation?

Scholars at the Stanford Graduate School of Business have tried to answer questions like these, including Stanford labor economist and Professor Emerita Myra Strober, who has dedicated her career to examining sexism across society, including the workplace.

“The American way, if you will, is to reward people who are valuable by paying them more. What’s not fair is rewarding them because you think they’re going to be more valuable before the game even starts. Managers should take people in entry-level positions and try to groom them all to see who turn out to be best,” Strober said in a 2016 interview . Strober suggests companies ought to examine salary disparities, offer paid parental leave and subsidize or offer childcare, and encourage workplace flexibility as ways to diversify and equalize the workplace.

Here is that interview, along with other research from scholars affiliated with the GSB who have examined gender differences and biases in the workplace and in leadership.

Is workplace equality the economy’s hidden engine?

In 1960, 94% of doctors and lawyers were white men. Today that number has fallen to 60%, and the economy has benefited dramatically because of it.

The language of gender bias in performance reviews

How negative stereotypes about men and women creep into a process intended to be meritocratic.

How race influences, amplifies backlash against outspoken women

When women break gender norms, the most negative reactions may come from people of the same race.

Having more power at the bargaining table helps women – but also sparks backlash

A large-scale study of job negotiations finds that women with stronger options were penalized for being too assertive.

How companies can solve the pay equity problem

A labor economist reveals how to close the pay gap.

Solving Silicon Valley’s gender problem

The authors of a survey on women in high tech answer the question: What now?

Making research, education more inclusive

In academic research, particularly the sciences, a gendered perspective has historically been overlooked, says Stanford historian Londa Schiebinger .

Such an oversight has come at a cost: For example, in clinical drug trials, women have been excluded on the grounds of reproductive safety  – meaning that when drugs hit market, doses may not be suited for female bodies. 

“Integrating sex and gender as variables in research, where relevant, enhances excellence in science and engineering,” said Schiebinger , who is the John L. Hinds Professor in the History of Science in Stanford’s School of Humanities and Sciences. “The operative question is how can we harness the creative power of sex and gender analysis for discovery and innovation? Does considering gender add a valuable dimension to research? Does it take research in new directions?”  

Schiebinger has spent her career finding creative ways to make science more inclusive. Here is some of that work, and work by others – including research showing the barriers women have faced as students in K-12 and at the PhD level.

A hidden obstacle for women in academia

A sweeping new study finds that women are penalized for pursuing research perceived to be “feminized” – an implicit bias surprisingly strong in fields associated with women.

Gender diversity is linked to research diversity

Gender diversity in science comes down to more than just who is on the team. The research approaches and types of questions the field addresses also shift – and lead to better science.

Sex and gender analysis improves science, Stanford scholars say

Including a gender and sex analysis in scientific research can open the door to discovery and innovation, according to a study performed by Stanford historian Londa Schiebinger and a group of scholars.

Female researchers pay more attention to sex and gender in medicine

Sex and gender affect how people react to drugs or other therapies, but are often overlooked in research. Stanford researchers find that medical research teams that include women more often account for sex and gender in their work.

Whose history? AI uncovers who gets attention in high school textbooks

Natural language processing reveals huge differences in how Texas history textbooks treat men, women, and people of color.

High-stakes exams can put female students at a disadvantage, Stanford researcher finds

A new study suggests that women are more heavily influenced than men by test anxiety, and points to ways to help close the gender gap.

Goal 5: Achieve gender equality and empower all women and girls

Gender equality is not only a fundamental human right, but a necessary foundation for a peaceful, prosperous and sustainable world. There has been progress over the last decades, but the world is not on track to achieve gender equality by 2030.

Women and girls represent half of the world’s population and therefore also half of its potential. But gender inequality persists everywhere and stagnates social progress. On average, women in the labor market still earn 23 percent less than men globally and women spend about three times as many hours in unpaid domestic and care work as men.

Sexual violence and exploitation, the unequal division of unpaid care and domestic work, and discrimination in public office, all remain huge barriers. All these areas of inequality have been exacerbated by the COVID-19 pandemic: there has been a surge in reports of sexual violence, women have taken on more care work due to school closures, and 70% of health and social workers globally are women.

At the current rate, it will take an estimated 300 years to end child marriage, 286 years to close gaps in legal protection and remove discriminatory laws, 140 years for women to be represented equally in positions of power and leadership in the workplace, and 47 years to achieve equal representation in national parliaments.

Political leadership, investments and comprehensive policy reforms are needed to dismantle systemic barriers to achieving Goal 5 Gender equality is a cross-cutting objective and must be a key focus of national policies, budgets and institutions.

How much progress have we made?

International commitments to advance gender equality have brought about improvements in some areas: child marriage and female genital mutilation (FGM) have declined in recent years, and women’s representation in the political arena is higher than ever before. But the promise of a world in which every woman and girl enjoys full gender equality, and where all legal, social and economic barriers to their empowerment have been removed, remains unfulfilled. In fact, that goal is probably even more distant than before, since women and girls are being hit hard by the COVID-19 pandemic.

Are they any other gender-related challenges?

Yes. Worldwide, nearly half of married women lack decision-making power over their sexual and reproductive health and rights. 35 per cent of women between 15-49 years of age have experienced physical and/ or sexual intimate partner violence or non-partner sexual violence.1 in 3 girls aged 15-19 have experienced some form of female genital mutilation/cutting in the 30 countries in Africa and the Middle East, where the harmful practice is most common with a high risk of prolonged bleeding, infection (including HIV), childbirth complications, infertility and death.

This type of violence doesn’t just harm individual women and girls; it also undermines their overall quality of life and hinders their active involvement in society.

Why should gender equality matter to me?

Regardless of where you live in, gender equality is a fundamental human right. Advancing gender equality is critical to all areas of a healthy society, from reducing poverty to promoting the health, education, protection and the well-being of girls and boys.

What can we do?

If you are a girl, you can stay in school, help empower your female classmates to do the same and fight for your right to access sexual and reproductive health services. If you are a woman, you can address unconscious biases and implicit associations that form an unintended and often an invisible barrier to equal opportunity.

If you are a man or a boy, you can work alongside women and girls to achieve gender equality and embrace healthy, respectful relationships.

You can fund education campaigns to curb cultural practices like female genital mutilation and change harmful laws that limit the rights of women and girls and prevent them from achieving their full potential.

The Spotlight Initiative is an EU/UN partnership, and a global, multi-year initiative focused on eliminating all forms of violence against women and girls – the world’s largest targeted effort to end all forms of violence against women and girls.

Facts and figures

Goal 5 targets.

• With only seven years remaining, a mere 15.4 per cent of Goal 5 indicators with data are “on track”, 61.5 per cent are at a moderate distance and 23.1 per cent are far or very far off track from 2030 targets.
• In many areas, progress has been too slow. At the current rate, it will take an estimated 300 years to end child marriage, 286 years to close gaps in legal protection and remove discriminatory laws, 140 years for women to be represented equally in positions of power and leadership in the workplace, and 47 years to achieve equal representation in national parliaments.
• Political leadership, investments and comprehensive policy reforms are needed to dismantle systemic barriers to achieving Goal 5. Gender equality is a cross-cutting objective and must be a key focus of national policies, budgets and institutions.
• Around 2.4 billion women of working age are not afforded equal economic opportunity. Nearly 2.4 Billion Women Globally Don’t Have Same Economic Rights as Men  
• 178 countries maintain legal barriers that prevent women’s full economic participation. Nearly 2.4 Billion Women Globally Don’t Have Same Economic Rights as Men
• In 2019, one in five women, aged 20-24 years, were married before the age of 18. Girls | UN Special Representative of the Secretary-General on Violence Against Children

Source: The Sustainable Development Goals Report 2023

5.1 End all forms of discrimination against all women and girls everywhere

5.2 Eliminate all forms of violence against all women and girls in the public and private spheres, including trafficking and sexual and other types of exploitation

5.3 Eliminate all harmful practices, such as child, early and forced marriage and female genital mutilation

5.4 Recognize and value unpaid care and domestic work through the provision of public services, infrastructure and social protection policies and the promotion of shared responsibility within the household and the family as nationally appropriate

5.5 Ensure women’s full and effective participation and equal opportunities for leadership at all levels of decisionmaking in political, economic and public life

5.6 Ensure universal access to sexual and reproductive health and reproductive rights as agreed in accordance with the Programme of Action of the International Conference on Population and Development and the Beijing Platform for Action and the outcome documents of their review conferences

5.A  Undertake reforms to give women equal rights to economic resources, as well as access to ownership and control over land and other forms of property, financial services, inheritance and natural resources, in accordance with national laws

5.B Enhance the use of enabling technology, in particular information and communications technology, to promote the empowerment of women

5.C Adopt and strengthen sound policies and enforceable legislation for the promotion of gender equality and the empowerment of all women and girls at all levels

He for She campaign

United Secretary-General Campaign UNiTE to End Violence Against Women

Every Woman Every Child Initiative

Spotlight Initiative

United Nations Children’s Fund (UNICEF)

UN Population Fund: Gender equality

UN Population Fund: Female genital mutilation

UN Population Fund: Child marriage

UN Population Fund: Engaging men & boys

UN Population Fund: Gender-based violence

World Health Organization (WHO)

UN Office of the High Commissioner for Human Rights

UN High Commissioner for Refugees (UNHCR)

UN Education, Scientific and Cultural Organisation (UNESCO)

UN Department of Economic and Social Affairs, Gender Statistics

Fast Facts: Gender Equality

Infographic: Gender Equality

The Initiative is so named as it brings focused attention to this issue, moving it into the spotlight and placing it at the centre of efforts to achieve gender equality and women’s empowerment, in line with the 2030 Agenda for Sustainable Development.

An initial investment in the order of EUR 500 million will be made, with the EU as the main contributor. Other donors and partners will be invited to join the Initiative to broaden its reach and scope. The modality for the delivery will be a UN multi- stakeholder trust fund, administered by the Multi-Partner Trust Fund Office, with the support of core agencies UNDP, UNFPA and UN Women, and overseen by the Executive Office of the UN Secretary-General.

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• Gender Equality Essay

Introduction to Gender Equality

In a society, everyone has the right to lead his/her life accordingly without any discrimination. When this state is achieved where all individuals are considered to be equal irrespective of their caste, gender, colour, profession, and status, we call it equality. Equality can also be defined as the situation where every individual has the same rights and equal opportunity to grow and prosper. 

Every individual of society dreams for equal rights and access to resources available at their disposal, but there is a lot of discrimination. This discrimination can be due to cultural differences, geographical differences, the colour of the individual, social status and even gender. The most prevalent discrimination is gender inequality. It is not a localised issue and is limited to only certain spheres of life but is prevalent across the globe. Even in progressive societies and top organisations, we can see many examples of gender bias. 

Gender equality can only be achieved when both male and female individuals are treated similarly. But discrimination is a social menace that creates division. We stop being together and stand together to tackle our problems. This social stigma has been creeping into the underbelly of all of society for many centuries. This has also been witnessed in gender-based cases. Gender inequality is the thing of the past as both men and women are creating history in all segments together.

Gender Equality builds a Nation

In this century, women and men enjoy the same privileges. The perception is changing slowly but steadily. People are now becoming more aware of their rights and what they can do in a free society. It has been found that when women and men hold the same position and participate equally, society progresses exclusively and creates a landmark. When a community reaches gender equality, everyone enjoys the same privileges and gets similar scopes in education, health, occupation, and political aspect. Even in the family, when both male and female members are treated in the same way, it is the best place to grow, learn, and add great value.

A nation needs to value every gender equally to progress at the right place. A society attains better development in all aspects when both genders are entitled to similar opportunities. Equal rights in decision making, health, politics, infrastructure, profession, etc will surely advance our society to a new level. The social stigma of women staying inside the house has changed. Nowadays, girls are equally competing with boys in school. They are also creating landmark development in their respective profession. Women are now seeking economic independence before they get married. It gives them the confidence to stand against oppression and make better decisions for themselves.

The age-old social structure dictated that women need to stay inside the home taking care of all when men go out to earn bread and butter. This has been practised for ages when the world outside was not safe. Now that the time has changed and we have successfully made our environment quite safer, women can step forward, get educated, pursue their passion, bring economic balance in their families, and share the weight of a family with men. This, in a cumulative way, will also make a country’s economy progress faster and better.

Methods to measure Gender Equality

Gender equality can be measured and a country’s growth can be traced by using the following methods.

Gender Development Index (GDI) is a gender-based calculation done similar to the Human Development Index. 

Gender Empowerment Measure (GEM) is a detailed calculation method of the percentage of female members in decision-making roles. 

Gender Equity Index (GEI) considers economic participation, education, and empowerment.

Global Gender Gap Index assesses the level of gender inequality present on the basis of four criteria: economic participation and opportunity, educational attainment, political empowerment, health and survival .

According to the Gender Gap Index (GGI), India ranks 140 among 156 participating countries. This denotes that the performance of India has fallen from the previous years, denoting negative growth in terms of closing the gender gap. In the current environment where equality and equal opportunities are considered supreme, this makes India be at a significant disadvantage.

Roadblocks to Gender Equality  

Indian society is still wrecked by such stigmas that dictate that women are meant to manage the home and stay indoors. This is being done for ages, leading to neglect of women in areas like education, health, wealth, and socio-economic fields. 

In addition to that, the dowry system is further crippling society. This ill practice had led to numerous female feticides. It has created a notion that girls are a burden on a family, which is one of the primary reasons a girl child cannot continue her education. Even if they excel in education and become independent, most of them are forced to quit their job as their income is considered a backup source, which is not fair. New-age women are not only independent, but they are confident too. The only thing they demand from society is support, which we should provide them.  

Along with dowry, there is one more burning issue that has a profound impact on women's growth. It is prevalent in all kinds of society and is known as violence. Violence against women is present in one or another form in public and private spaces. Sometimes, violence is accompanied by other burning issues such as exploitation, harassment, and trafficking, making the world unsafe for women. We must take steps to stop this and ensure a safe and healthy place for women.  

Poverty is also one of the major roadblocks towards gender equality. It has led to other malpractices such as child marriage, sale of children, trafficking and child labour, to name a few. Providing equal job opportunities and upliftment of people below the poverty line can help bring some checks onto this.

Initiative Towards Gender Equality

Any kind of discrimination acts as a roadblock in any nation’s growth, and a nation can only prosper when all its citizens have equal rights. Most of the developed countries has comparatively less gender discrimination and provide equal opportunity to both genders. Even the Indian government is taking multiple initiatives to cut down gender discrimination. 

They have initiated a social campaign called “Beti Bachao, Beti Padhao Yojana” to encourage the education of girl children. Besides this, the government runs multiple other schemes, such as the Women Helpline Scheme, UJJAWALA, National Mission for Empowerment of Women, etc., to generate awareness among the people. Moreover, as responsible citizens, it is our responsibility to spread knowledge on gender discrimination to create a beautiful world for wome n [1] [2] .

FAQs on Gender Equality Essay

1. What Makes Women Unequal to Men?

The social stigmas and beliefs that have been running deeply in the veins of all families make women unequal to men. Women are considered to be a burden by many families and are not provided with the same rights men enjoy in society. We are ill-informed regarding women’s rights and tend to continue age-old practices. This is made worse with social menaces such as the dowry system, child labor, child marriage, etc. Women can gather knowledge, get educated, and compete with men. This is sometimes quite threatening to the false patriarchal society.

2. How can We Promote Gender Equality?

Education is the prime measure to be taken to make society free from such menaces. When we teach our new generation regarding the best social practices and gender equal rights, we can eradicate such menaces aptly. Our society is ill-informed regarding gender equality and rights. Many policies have been designed and implemented by the government. As our country holds the second position in terms of population, it is hard to tackle these gender-based problems. It can only be erased from the deepest point by using education as the prime weapon.

3. Why should Women be Equal to Men?

Women might not be similar to men in terms of physical strength and physiological traits. Both are differently built biologically but they have the same brain and organs to function. Women these days are creating milestones that are changing society. They have traveled to space, running companies, creating history, and making everyone proud. Women are showing their capabilities in every phase and hence, they should be equal to men in all aspects.

4. Mention a few initiatives started by the Indian Government to enable gender equality.

The Indian government has initiated a social campaign called “Beti Bachao, Beti Padhao Yojana” to encourage girls’ education. Besides this, the government runs multiple other schemes, such as the  Women Helpline Scheme, UJJAWALA, National Mission for Empowerment of Women, etc., to generate awareness among the people.

Gender Equality Essay for Students and Children

500+ words essay on gender equality essay.

Equality or non-discrimination is that state where every individual gets equal opportunities and rights. Every individual of the society yearns for equal status, opportunity, and rights. However, it is a general observation that there exists lots of discrimination between humans. Discrimination exists because of cultural differences, geographical differences, and gender. Inequality based on gender is a concern that is prevalent in the entire world.  Even in the 21 st century, across globe men and women do not enjoy equal privileges. Gender equality means providing equal opportunities to both men and women in political, economic, education and health aspects.

Importance of Gender Equality

A nation can progress and attain higher development growth only when both men and women are entitled to equal opportunities. Women in the society are often cornered and are refrained from getting equal rights as men to health, education, decision-making and economic independence in terms of wages.

The social structure that prevails since long in such a way that girls do not get equal opportunities as men. Women generally are the caregivers in the family. Because of this, women are mostly involved in household activities. There is lesser participation of women in higher education, decision-making roles, and leadership roles. This gender disparity is a hindrance in the growth rate of a country. When women participate in the workforce increases the economic growth rate of the country increases. Gender equality increases the overall wellbeing of the nation along with economic prosperity .

How is Gender Equality Measured?

Gender equality is an important factor in determining a country’s overall growth. There are several indexes to measure gender equality.

Gender-Related Development Index (GDI) –   GDI is a gender centric measure of Human Development Index. GDI considers parameters like life expectancy, education, and incomes in assessing the gender equality of a country.

Gender Empowerment Measure (GEM) – This measure includes much detail aspects like the proportion of seats than women candidates hold in national parliament, percentage of women at economic decision-making role, the income share of female employees.

Gender Equity Index (GEI) – GEI ranks countries on three parameters of gender inequality, those are education, economic participation, and empowerment. However, GEI ignores the health parameter.

Global Gender Gap Index – The World Economic Forum introduced the Global Gender Gap Index in 2006. This index focuses more on identifying the level of female disadvantage. The four important areas that the index considers are economic participation and opportunity, educational attainment, political empowerment, health, and survival rate.

Get the huge list of more than 500 Essay Topics and Ideas

Gender Inequality in India

As per the World Economic Forum’s gender gap ranking, India stands at rank 108 out of 149 countries. This rank is a major concern as it highlights the immense gap in opportunities in women with comparison to men. In Indian society from a long time back, the social structure has been such that the women are neglected in many areas like education, health, decision-making areas, financial independence, etc.

Another major reason, which contributes to the discriminatory behavior towards women in India, is the dowry system in marriage.  Because of this dowry system, most Indian families consider girls as a burden.  Preference for son still prevails. Girls have refrained from higher education. Women are not entitled to equal job opportunities and wages. In the 21 st century, women are still preferred gender in home managing activities. Many women quit their job and opt-out from leadership roles because of family commitments. However, such actions are very uncommon among men.

For overall wellbeing and growth of a nation, scoring high on gender equality is the most crucial aspect. Countries with less disparity in gender equality have progressed a lot. The government of India has also started taking steps to ensure gender equality. Several laws and policies are prepared to encourage girls. “Beti Bachao, Beti Padhao Yojana ” (Save girl, and make girls educated) campaign is created to spread awareness of the importance of girl child.  Several laws to protect girls are also there. However, we need more awareness of spreading knowledge of women rights . In addition, the government should take initiatives to check the correct and proper implementation of policies.

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Gender inequality as a barrier to economic growth: a review of the theoretical literature

• Open access
• Published: 15 January 2021
• Volume 19 , pages 581–614, ( 2021 )

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• Manuel Santos Silva 1 &
• Stephan Klasen 1  

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In this article, we survey the theoretical literature investigating the role of gender inequality in economic development. The vast majority of theories reviewed argue that gender inequality is a barrier to development, particularly over the long run. Among the many plausible mechanisms through which inequality between men and women affects the aggregate economy, the role of women for fertility decisions and human capital investments is particularly emphasized in the literature. Yet, we believe the body of theories could be expanded in several directions.

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1 Introduction

Theories of long-run economic development have increasingly relied on two central forces: population growth and human capital accumulation. Both forces depend on decisions made primarily within households: population growth is partially determined by households’ fertility choices (e.g., Becker & Barro 1988 ), while human capital accumulation is partially dependent on parental investments in child education and health (e.g., Lucas 1988 ).

In an earlier survey of the literature linking family decisions to economic growth, Grimm ( 2003 ) laments that “[m]ost models ignore the two-sex issue. Parents are modeled as a fictive asexual human being” (p. 154). Footnote 1 Since then, however, economists are increasingly recognizing that gender plays a fundamental role in how households reproduce and care for their children. As a result, many models of economic growth are now populated with men and women. The “fictive asexual human being” is a dying species. In this article, we survey this rich new landscape in theoretical macroeconomics, reviewing, in particular, micro-founded theories where gender inequality affects economic development.

For the purpose of this survey, gender inequality is defined as any exogenously imposed difference between male and female economic agents that, by shaping their behavior, has implications for aggregate economic growth. In practice, gender inequality is typically modeled as differences between men and women in endowments, constraints, or preferences.

Many articles review the literature on gender inequality and economic growth. Footnote 2 Typically, both the theoretical and empirical literature are discussed, but, in almost all cases, the vast empirical literature receives most of the attention. In addition, some of the surveys examine both sides of the two-way relationship between gender inequality and economic growth: gender equality as a cause of economic growth and economic growth as a cause of gender equality. As a result, most surveys end up only scratching the surface of each of these distinct strands of literature.

There is, by now, a large and insightful body of micro-founded theories exploring how gender equality affects economic growth. In our view, these theories merit a separate review. Moreover, they have not received sufficient attention in empirical work, which has largely developed independently (see also Cuberes & Teignier 2014 ). By reviewing the theoretical literature, we hope to motivate empirical researchers in finding new ways of putting these theories to test. In doing so, our work complements several existing surveys. Doepke & Tertilt ( 2016 ) review the theoretical literature that incorporates families in macroeconomic models, without focusing exclusively on models that include gender inequality, as we do. Greenwood, Guner and Vandenbroucke ( 2017 ), in turn, review the theoretical literature from the opposite direction; they study how macroeconomic models can explain changes in family outcomes. Doepke, Tertilt and Voena ( 2012 ) survey the political economy of women’s rights, but without focusing explicitly on their impact on economic development.

To be precise, the scope of this survey consists of micro-founded macroeconomic models where gender inequality (in endowments, constraints, preferences) affects economic growth—either by influencing the economy’s growth rate or shaping the transition paths between multiple income equilibria. As a result, this survey does not cover several upstream fields of partial-equilibrium micro models, where gender inequality affects several intermediate growth-related outcomes, such as labor supply, education, health. Additionally, by focusing on micro-founded macro models, we do not review studies in heterodox macroeconomics, including the feminist economics tradition using structuralist, demand-driven models. For recent overviews of this literature, see Kabeer ( 2016 ) and Seguino ( 2013 , 2020 ). Overall, we find very little dialogue between the neoclassical and feminist heterodox literatures. In this review, we will show that actually these two traditions have several points of contact and reach similar conclusions in many areas, albeit following distinct intellectual routes.

Although the incorporation of gender in macroeconomic models of economic growth is a recent development, the main gendered ingredients of those models are not new. They were developed in at least two strands of literature. First, since the 1960s, “new home economics” has applied the analytical toolbox of rational choice theory to decisions being made within the boundaries of the family (see, e.g., Becker 1960 , 1981 ). Footnote 3 A second literature strand, mostly based on empirical work at the micro level in developing countries, described clear patterns of gender-specific behavior within households that differed across regions of the developing world (see, e.g., Boserup 1970 ). Footnote 4 As we shall see, most of the (micro-founded) macroeconomic models reviewed in this article use several analytical mechanisms from "new home economics”; these mechanisms can typically rationalize several of the gender-specific regularities observed in early studies of developing countries. The growth theorist is then left to explore the aggregate implications for economic development.

The first models we present focus on gender discrimination in (or on access to) the labor market as a distortionary tax on talent. If talent is randomly distributed in the population, men and women are imperfect substitutes in aggregate production, and, as a consequence, gender inequality (as long as determined by non-market processes) will misallocate talent and lower incentives for female human capital formation. These theories do not rely on typical household functions such as reproduction and childrearing. Therefore, in these models, individuals are not organized into households. We review this literature in section 2 .

From there, we proceed to theories where the household is the unit of analysis. In sections 3 and 4 , we cover models that take the household as given and avoid marriage markets or other household formation institutions. This is a world where marriage (or cohabitation) is universal, consensual, and monogamous; families are nuclear, and spouses are matched randomly. The first articles in this tradition model the household as a unitary entity with joint preferences and interests, and with an efficient and centralized decision making process. Footnote 5 These theories posit how men and women specialize into different activities and how parents interact with their children. Section 3 reviews these theories. Over time, the literature has incorporated intra-household dynamics. Now, family members are allowed to have different preferences and interests; they bargain, either cooperatively or not, over family decisions. Now, the theorist recognizes power asymmetries between family members and analyzes how spouses bargain over decisions. Footnote 6 These articles are surveyed in section 4 .

The final set of articles we survey take into account how households are formed. These theories show how gender inequality can influence economic growth and long-run development through marriage market institutions and family formation patterns. Among other topics, this literature has studied ages at first marriage, relative supply of potential partners, monogamy and polygyny, arranged and consensual marriages, and divorce risk. Upon marriage, these models assume different bargaining processes between the spouses, or even unitary households, but they all recognize, in one way or another, that marriage, labor supply, consumption, and investment decisions are interdependent. We review these theories in section 5 .

Table 1 offers a schematic overview of the literature. To improve readability, the table only includes studies that we review in detail, with articles listed in order of appearance in the text. The table also abstracts from models’ extensions and sensitivity checks, and focuses exclusively on the causal pathways leading from gender inequality to economic growth.

The vast majority of theories reviewed argue that gender inequality is a barrier to economic development, particularly over the long run. The focus on long-run supply-side models reflects a recent effort by growth theorists to incorporate two stylized facts of economic development in the last two centuries: (i) a strong positive association between gender equality and income per capita (Fig. 1 ), and (ii) a strong association between the timing of the fertility transition and income per capita (Fig. 2 ). Footnote 7 Models that endogenize a fertility transition are able to generate a transition from a Malthusian regime of stagnation to a modern regime of sustained economic growth, thus replicating the development experience of human societies in the very long run (e.g., Galor 2005a , b ; Guinnane 2011 ). In contrast, demand-driven models in the heterodox and feminist traditions have often argued that gender wage discrimination and gendered sectoral and occupational segregation can be conducive to economic growth in semi-industrialized export-oriented economies. Footnote 8 In these settings—that fit well the experience of East and Southeast Asian economies—gender wage discrimination in female-intensive export industries reduces production costs and boosts exports, profits, and investment (Blecker & Seguino 2002 ; Seguino 2010 ).

Income level and gender equality. Income is the natural log of per capita GDP (PPP-adjusted). The Gender Development Index is the ratio of gender-specific Human Development Indexes: female HDI/male HDI. Data are for the year 2000. Sources: UNDP

Income level and timing of the fertility transition. Income is the natural log of per capita GDP (PPP-adjusted) in 2000. Years since fertility transition are the number of years between 2000 and the onset year of the fertility decline. See Reher ( 2004 ) for details. Sources: UNDP and Reher ( 2004 )

In most long-run, supply-side models reviewed here, irrespectively of the underlying source of gender differences (e.g., biology, socialization, discrimination), the opportunity cost of women’s time in foregone labor market earnings is lower than that of men. This gender gap in the value of time affects economic growth through two main mechanisms. First, when the labor market value of women’s time is relatively low, women will be in charge of childrearing and domestic work in the family. A low value of female time means that children are cheap. Fertility will be high, and economic growth will be low, both because population growth has a direct negative impact on long-run economic performance and because human capital accumulates at a slower pace (through the quantity-quality trade-off). Second, if parents expect relatively low returns to female education, due to women specializing in domestic activities, they will invest relatively less in the education of girls. In the words of Harriet Martineau, one of the first to describe this mechanism, “as women have none of the objects in life for which an enlarged education is considered requisite, the education is not given” (Martineau 1837 , p. 107). In the long run, lower human capital investments (on girls) lead to slower economic development.

Overall, gender inequality can be conceptualized as a source of inefficiency, to the extent that it results in the misallocation of productive factors, such as talent or labor, and as a source of negative externalities, when it leads to higher fertility, skewed sex ratios, or lower human capital accumulation.

We conclude, in section 6 , by examining the limitations of the current literature and pointing ways forward. Among them, we suggest deeper investigations of the role of (endogenous) technological change on gender inequality, as well as greater attention to the role and interests of men in affecting gender inequality and its impact on growth.

2 Gender discrimination and misallocation of talent

Perhaps the single most intuitive argument for why gender discrimination leads to aggregate inefficiency and hampers economic growth concerns the allocation of talent. Assume that talent is randomly distributed in the population. Then, an economy that curbs women’s access to education, market employment, or certain occupations draws talent from a smaller pool than an economy without such restrictions. Gender inequality can thus be viewed as a distortionary tax on talent. Indeed, occupational choice models with heterogeneous talent (as in Roy 1951 ) show that exogenous barriers to women’s participation in the labor market or access to certain occupations reduce aggregate productivity and per capita output (Cuberes & Teignier 2016 , 2017 ; Esteve-Volart 2009 ; Hsieh, Hurst, Jones and Klenow 2019 ).

Hsieh et al. ( 2019 ) represent the US economy with a model where individuals sort into occupations based on innate ability. Footnote 9 Gender and race identity, however, are a source of discrimination, with three forces preventing women and black men from choosing the occupations best fitting their comparative advantage. First, these groups face labor market discrimination, which is modeled as a tax on wages and can vary by occupation. Second, there is discrimination in human capital formation, with the costs of occupation-specific human capital being higher for certain groups. This cost penalty is a composite term encompassing discrimination or quality differentials in private or public inputs into children’s human capital. The third force are group-specific social norms that generate utility premia or penalties across occupations. Footnote 10

Assuming that the distribution of innate ability across race and gender is constant over time, Hsieh et al. ( 2019 ) investigate and quantify how declines in labor market discrimination, barriers to human capital formation, and changing social norms affect aggregate output and productivity in the United States, between 1960 and 2010. Over that period, their general equilibrium model suggests that around 40 percent of growth in per capita GDP and 90 percent of growth in labor force participation can be attributed to reductions in the misallocation of talent across occupations. Declining in barriers to human capital formation account for most of these effects, followed by declining labor market discrimination. Changing social norms, on the other hand, explain only a residual share of aggregate changes.

Two main mechanisms drive these results. First, falling discrimination improves efficiency through a better match between individual ability and occupation. Second, because discrimination is higher in high-skill occupations, when discrimination decreases, high-ability women and black men invest more in human capital and supply more labor to the market. Overall, better allocation of talent, rising labor supply, and faster human capital accumulation raise aggregate growth and productivity.

Other occupational choice models assuming gender inequality in access to the labor market or certain occupations reach similar conclusions. In addition to the mechanisms in Hsieh et al. ( 2019 ), barriers to women’s work in managerial or entrepreneurial occupations reduce average talent in these positions, resulting in aggregate losses in innovation, technology adoption, and productivity (Cuberes & Teignier 2016 , 2017 ; Esteve-Volart 2009 ). The argument can be readily applied to talent misallocation across sectors (Lee 2020 ). In Lee’s model, female workers face discrimination in the non-agricultural sector. As a result, talented women end up sorting into ill-suited agricultural activities. This distortion reduces aggregate productivity in agriculture. Footnote 11

To sum up, when talent is randomly distributed in the population, barriers to women’s education, employment, or occupational choice effectively reduce the pool of talent in the economy. According to these models, dismantling these gendered barriers can have an immediate positive effect on economic growth.

3 Unitary households: parents and children

In this section, we review models built upon unitary households. A unitary household maximizes a joint utility function subject to pooled household resources. Intra-household decision making is assumed away; the household is effectively a black-box. In this class of models, gender inequality stems from a variety of sources. It is rooted in differences in physical strength (Galor & Weil 1996 ; Hiller 2014 ; Kimura & Yasui 2010 ) or health (Bloom et al. 2015 ); it is embedded in social norms (Hiller 2014 ; Lagerlöf 2003 ), labor market discrimination (Cavalcanti & Tavares 2016 ), or son preference (Zhang, Zhang and Li 1999 ). In all these models, gender inequality is a barrier to long-run economic development.

Galor & Weil ( 1996 ) model an economy with three factors of production: capital, physical labor (“brawn”), and mental labor (“brain”). Men and women are equally endowed with brains, but men have more brawn. In economies starting with very low levels of capital per worker, women fully specialize in childrearing because their opportunity cost in terms of foregone market earnings is lower than men’s. Over time, the stock of capital per worker builds up due to exogenous technological progress. The degree of complementarity between capital and mental labor is higher than that between capital and physical labor; as the economy accumulates capital per worker, the returns to brain rise relative to the returns to brawn. As a result, the relative wages of women rise, increasing the opportunity cost of childrearing. This negative substitution effect dominates the positive income effect on the demand for children and fertility falls. Footnote 12 As fertility falls, capital per worker accumulates faster creating a positive feedback loop that generates a fertility transition and kick starts a process of sustained economic growth.

The model has multiple stable equilibria. An economy starting from a low level of capital per worker is caught in a Malthusian poverty trap of high fertility, low income per capita, and low relative wages for women. In contrast, an economy starting from a sufficiently high level of capital per worker will converge to a virtuous equilibrium of low fertility, high income per capita, and high relative wages for women. Through exogenous technological progress, the economy can move from the low to the high equilibrium.

Gender inequality in labor market access or returns to brain can slow down or even prevent the escape from the Malthusian equilibrium. Wage discrimination or barriers to employment would work against the rise of relative female wages and, therefore, slow down the takeoff to modern economic growth.

The Galor and Weil model predicts how female labor supply and fertility evolve in the course of development. First, (married) women start participating in market work and only afterwards does fertility start declining. Historically, however, in the US and Western Europe, the decline in fertility occurred before women’s participation rates in the labor market started their dramatic increase. In addition, these regions experienced a mid-twentieth century baby boom which seems at odds with Galor and Weil’s theory.

Both these stylized facts can be addressed by adding home production to the modeling, as do Kimura & Yasui ( 2010 ). In their article, as capital per worker accumulates, the market wage for brains rises and the economy moves through four stages of development. In the first stage, with a sufficiently low market wage, both husband and wife are fully dedicated to home production and childrearing. The household does not supply labor to the market; fertility is high and constant. In the second stage, as the wage rate increases, men enter the labor market (supplying both brawn and brain), whereas women remain fully engaged in home production and childrearing. But as men partially withdraw from home production, women have to replace them. As a result, their time cost of childrearing goes up. At this stage of development, the negative substitution effect of rising wages on fertility dominates the positive income effect. Fertility starts declining, even though women have not yet entered the labor market. The third stage arrives when men stop working in home production. There is complete specialization of labor by gender; men only do market work, and women only do home production and childrearing. As the market wage rises for men, the positive income effect becomes dominant and fertility increases; this mimics the baby-boom period of the mid-twentieth century. In the fourth and final stage, once sufficient capital is accumulated, women enter the market sector as wage-earners. The negative substitution effect of rising female opportunity costs dominates once again, and fertility declines. The economy moves from a “breadwinner model” to a “dual-earnings model”.

Another important form of gender inequality is discrimination against women in the form of lower wages, holding male and female productivity constant. Cavalcanti & Tavares ( 2016 ) estimate the aggregate effects of wage discrimination using a model-based general equilibrium representation of the US economy. In their model, women are assumed to be more productive in childrearing than men, so they pay the full time cost of this activity. In the labor market, even though men and women are equally productive, women receive only a fraction of the male wage rate—this is the wage discrimination assumption. Wage discrimination works as a tax on female labor supply. Because women work less than they would without discrimination, there is a negative level effect on per capita output. In addition, there is a second negative effect of wage discrimination operating through endogenous fertility. Since lower wages reduce women’s opportunity costs of childrearing, fertility is relatively high, and output per capita is relatively low. The authors calibrate the model to US steady state parameters and estimate large negative output costs of the gender wage gap. Reducing wage discrimination against women by 50 percent would raise per capita income by 35 percent, in the long run.

Human capital accumulation plays no role in Galor & Weil ( 1996 ), Kimura & Yasui ( 2010 ), and Cavalcanti & Tavares ( 2016 ). Each person is exogenously endowed with a unit of brains. The fundamental trade-off in the these models is between the income and substitution effects of rising wages on the demand for children. When Lagerlöf ( 2003 ) adds education investments to a gender-based model, an additional trade-off emerges: that between the quantity and the quality of children.

Lagerlöf ( 2003 ) models gender inequality as a social norm: on average, men have higher human capital than women. Confronted with this fact, parents play a coordination game in which it is optimal for them to reproduce the inequality in the next generation. The reason is that parents expect the future husbands of their daughters to be, on average, relatively more educated than the future wives of their sons. Because, in the model, parents care for the total income of their children’s future households, they respond by investing relatively less in daughters’ human capital. Here, gender inequality does not arise from some intrinsic difference between men and women. It is instead the result of a coordination failure: “[i]f everyone else behaves in a discriminatory manner, it is optimal for the atomistic player to do the same” (Lagerlöf 2003 , p. 404).

With lower human capital, women earn lower wages than men and are therefore solely responsible for the time cost of childrearing. But if, exogenously, the social norm becomes more gender egalitarian over time, the gender gap in parental educational investment decreases. As better educated girls grow up and become mothers, their opportunity costs of childrearing are higher. Parents trade-off the quantity of children by their quality; fertility falls and human capital accumulates. However, rising wages have an offsetting positive income effect on fertility because parents pay a (fixed) “goods cost” per child. The goods cost is proportionally more important in poor societies than in richer ones. As a result, in poor economies, growth takes off slowly because the positive income effect offsets a large chunk of the negative substitution effect. As economies grow richer, the positive income effect vanishes (as a share of total income), and fertility declines faster. That is, growth accelerates over time even if gender equality increases only linearly.

The natural next step is to model how the social norm on gender roles evolves endogenously during the course of development. Hiller ( 2014 ) develops such a model by combining two main ingredients: a gender gap in the endowments of brawn (as in Galor & Weil 1996 ) generates a social norm, which each parental couple takes as given (as in Lagerlöf 2003 ). The social norm evolves endogenously, but slowly; it tracks the gender ratio of labor supply in the market, but with a small elasticity. When the male-female ratio in labor supply decreases, stereotypes adjust and the norm becomes less discriminatory against women.

The model generates a U-shaped relationship between economic development and female labor force participation. Footnote 13 In the preindustrial stage, there is no education and all labor activities are unskilled, i.e., produced with brawn. Because men have a comparative advantage in brawn, they supply more labor to the market than women, who specialize in home production. This gender gap in labor supply creates a social norm that favors boys over girls. Over time, exogenous skill-biased technological progress raises the relative returns to brains, inducing parents to invest in their children’s education. At the beginning, however, because of the social norm, only boys become educated. The economy accumulates human capital and grows, generating a positive income effect that, in isolation, would eventually drive up parental investments in girls’ education. Footnote 14 But endogenous social norms move in the opposite direction. When only boys receive education, the gender gap in returns to market work increases, and women withdraw to home production. As female relative labor supply in the market drops, the social norm becomes more discriminatory against women. As a result, parents want to invest relatively less in their daughters’ education.

In the end, initial conditions determine which of the forces dominates, thereby shaping long-term outcomes. If, initially, the social norm is very discriminatory, its effect is stronger than the income effect; the economy becomes trapped in an equilibrium with high gender inequality and low per capita income. If, on the other hand, social norms are relatively egalitarian to begin with, then the income effect dominates, and the economy converges to an equilibrium with gender equality and high income per capita.

In the models reviewed so far, human capital or brain endowments can be understood as combining both education and health. Bloom et al. ( 2015 ) explicitly distinguish these two dimensions. Health affects labor market earnings because sick people are out of work more often (participation effect) and are less productive per hour of work (productivity effect). Female health is assumed to be worse than male health, implying that women’s effective wages are lower than men’s. As a result, women are solely responsible for childrearing. Footnote 15

The model produces two growth regimes: a Malthusian trap with high fertility and no educational investments; and a regime of sustained growth, declining fertility, and rising educational investments. Once wages reach a certain threshold, the economy goes through a fertility transition and education expansion, taking off from the Malthusian regime to the sustained growth regime.

Female health promotes growth in both regimes, and it affects the timing of the takeoff. The healthier women are, the earlier the economy takes off. The reason is that a healthier woman earns a higher effective wage and, consequently, faces higher opportunity costs of raising children. When female health improves, the rising opportunity costs of children reduce the wage threshold at which educational investments become attractive; the fertility transition and mass education periods occur earlier.

In contrast, improved male health slows down economic growth and delays the fertility transition. When men become healthier, there is only a income effect on the demand for children, without the negative substitution effect (because male childrearing time is already zero). The policy conclusion would be to redistribute health from men to women. However, the policy would impose a static utility cost on the household. Because women’s time allocation to market work is constrained by childrearing responsibilities (whereas men work full-time), the marginal effect of health on household income is larger for men than for women. From the household’s point of view, reducing the gender gap in health produces a trade-off between short-term income maximization and long-term economic development.

In an extension of the model, the authors endogeneize health investments, while keeping the assumption that women pay the full time cost of childrearing. Because women participate less in the labor market (due to childrearing duties), it is optimal for households to invest more in male health. A health gender gap emerges from rational household behavior that takes into account how time-constraints differ by gender; assuming taste-based discrimination against girls or gender-specific preferences is not necessary.

In the models reviewed so far, parents invest in their children’s human capital for purely altruistic reasons. This is captured in the models by assuming that parents derive utility directly from the quantity and quality of children. This is the classical representation of children as durable consumption goods (e.g., Becker 1960 ). In reality, of course, parents may also have egoistic motivations for investing in child quantity and quality. A typical example is that, when parents get old and retire, they receive support from their children. The quantity and quality of children will affect the size of old-age transfers and parents internalize this in their fertility and childcare behavior. According to this view, children are best understood as investment goods.

Zhang et al. ( 1999 ) build an endogenous growth model that incorporates the old-age support mechanism in parental decisions. Another innovative element of their model is that parents can choose the gender of their children. The implicit assumption is that sex selection technologies are freely available to all parents.

At birth, there is a gender gap in human capital endowment, favoring boys over girls. Footnote 16 In adulthood, a child’s human capital depends on the initial endowment and on the parents’ human capital. In addition, the probability that a child survives to adulthood is exogenous and can differ by gender.

Parents receive old-age support from children that survive until adulthood. The more human capital children have, the more old-age support they provide to their parents. Beyond this egoistic motive, parents also enjoy the quantity and the quality of children (altruistic motive). Son preference is modeled by boys having a higher relative weight in the altruistic-component of the parental utility function. In other words, in their enjoyment of children as consumer goods, parents enjoy “consuming” a son more than “consuming” a girl. Parents who prefer sons want more boys than girls. A larger preference for sons, a higher relative survival probability of boys, and a higher human capital endowment of boys positively affect the sex ratio at birth, because, in the parents’ perspective, all these forces increase the marginal utility of boys relative to girls.

Zhang et al. ( 1999 ) show that, if human capital transmission from parents to children is efficient enough, the economy grows endogenously. When boys have a higher human capital endowment than girls, and the survival probability of sons is not smaller than the survival probability of daughters, then only sons provide old-age support. Anticipating this, parents invest more in the human capital of their sons than on the human capital of their daughters. As a result, the gender gap in human capital at birth widens endogenously.

When only boys provide old-age support, an exogenous increase in son preference harms long-run economic growth. The reason is that, when son preference increases, parents enjoy each son relatively more and demand less old-age support from him. Other things equal, parents want to “consume” more sons now and less old-age support later. Because parents want more sons, the sex ratio at birth increases; but because each son provides less old-age support, human capital investments per son decrease (such that the gender gap in human capital narrows). At the aggregate level, the pace of human capital accumulation slows down and, in the long run, economic growth is lower. Thus, an exogenous increase in son preference increases the sex ratio at birth, and reduces human capital accumulation and long-run growth (although it narrows the gender gap in education).

In summary, in growth models with unitary households, gender inequality is closely linked to the division of labor between family members. If women earn relatively less in market activities, they specialize in childrearing and home production, while men specialize in market work. And precisely due to this division of labor, the returns to female educational investments are relatively low. These household behaviors translate into higher fertility and lower human capital and thus pose a barrier to long-run development.

4 Intra-household bargaining: husbands and wives

In this section, we review models populated with non-unitary households, where decisions are the result of bargaining between the spouses. There are two broad types of bargaining processes: non-cooperative, where spouses act independently or interact in a non-cooperative game that often leads to inefficient outcomes (e.g., Doepke & Tertilt 2019 , Heath & Tan 2020 ); and cooperative, where the spouses are assumed to achieve an efficient outcome (e.g., De la Croix & Vander Donckt 2010 ; Diebolt & Perrin 2013 ). As in the previous section, all of these non-unitary models take the household as given, thereby abstracting from marriage markets or other household formation institutions, which will be discussed separately in section 5 . When preferences differ by gender, bargaining between the spouses matters for economic growth. If women care more about child quality than men do and human capital accumulation is the main engine of growth, then empowering women leads to faster economic growth (Prettner & Strulik 2017 ). If, however, men and women have similar preferences but are imperfect substitutes in the production of household public goods, then empowering women has an ambiguous effect on economic growth (Doepke & Tertilt 2019 ).

A separate channel concerns the intergenerational transmission of human capital and woman’s role as the main caregiver of children. If the education of the mother matters more than the education of the father in the production of children’s human capital, then empowering women will be conducive to growth (Agénor 2017 ; Diebolt & Perrin 2013 ), with the returns to education playing a crucial role in the political economy of female empowerment (Doepke & Tertilt 2009 ).

However, different dimensions of gender inequality have different growth impacts along the development process (De la Croix & Vander Donckt 2010 ). Policies that improve gender equality across many dimensions can be particularly effective for economic growth by reaping complementarities and positive externalities (Agénor 2017 ).

The idea that women might have stronger preferences for child-related expenditures than men can be easily incorporated in a Beckerian model of fertility. The necessary assumption is that women place a higher weight on child quality (relative to child quantity) than men do. Prettner & Strulik ( 2017 ) build a unified growth theory model with collective households. Men and women have different preferences, but they achieve efficient cooperation based on (reduced-form) bargaining parameters. The authors study the effect of two types of preferences: (i) women are assumed to have a relative preference for child quality, while men have a relative preference for child quantity; and (ii) parents are assumed to have a relative preference for the education of sons over the education of daughters. In addition, it is assumed that the time cost of childcare borne by men cannot be above that borne by women (but it could be the same).

When women have a relative preference for child quality, increasing female empowerment speeds up the economy’s escape from a Malthusian trap of high fertility, low education, and low income per capita. When female empowerment increases (exogenously), a woman’s relative preference for child quality has a higher impact on household’s decisions. As a consequence, fertility falls, human capital accumulates, and the economy starts growing. The model also predicts that the more preferences for child quality differ between husband and wife, the more effective is female empowerment in raising long-run per capita income, because the sooner the economy escapes the Malthusian trap. This effect is not affected by whether parents have a preference for the education of boys relative to that of girls. If, however, men and women have similar preferences with respect to the quantity and quality of their children, then female empowerment does not affect the timing of the transition to the sustained growth regime.

Strulik ( 2019 ) goes one step further and endogeneizes why men seem to prefer having more children than women. The reason is a different preference for sexual activity: other things equal, men enjoy having sex more than women. Footnote 17 When cheap and effective contraception is not available, a higher male desire for sexual activity explains why men also prefer to have more children than women. In a traditional economy, where no contraception is available, fertility is high, while human capital and economic growth are low. When female bargaining power increases, couples reduce their sexual activity, fertility declines, and human capital accumulates faster. Faster human capital accumulation increases household income and, as a consequence, the demand for contraception goes up. As contraception use increases, fertility declines further. Eventually, the economy undergoes a fertility transition and moves to a modern regime with low fertility, widespread use of contraception, high human capital, and high economic growth. In the modern regime, because contraception is widely used, men’s desire for sex is decoupled from fertility. Both sex and children cost time and money. When the two are decoupled, men prefer to have more sex at the expense of the number of children. There is a reversal in the gender gap in desired fertility. When contraceptives are not available, men desire more children than women; once contraceptives are widely used, men desire fewer children than women. If women are more empowered, the transition from the traditional equilibrium to the modern equilibrium occurs faster.

Both Prettner & Strulik ( 2017 ) and Strulik ( 2019 ) rely on gender-specific preferences. In contrast, Doepke & Tertilt ( 2019 ) are able to explain gender-specific expenditure patterns without having to assume that men and women have different preferences. They set up a non-cooperative model of household decision making and ask whether more female control of household resources leads to higher child expenditures and, thus, to economic development. Footnote 18

In their model, household public goods are produced with two inputs: time and goods. Instead of a single home-produced good (as in most models), there is a continuum of household public goods whose production technologies differ. Some public goods are more time-intensive to produce, while others are more goods-intensive. Each specific public good can only be produced by one spouse—i.e., time and good inputs are not separable. Women face wage discrimination in the labor market, so their opportunity cost of time is lower than men’s. As a result, women specialize in the production of the most time-intensive household public goods (e.g., childrearing activities), while men specialize in the production of goods-intensive household public goods (e.g., housing infrastructure). Notice that, because the household is non-cooperative, there is not only a division of labor between husband and wife, but also a division of decision making, since ultimately each spouse decides how much to provide of his or her public goods.

When household resources are redistributed from men to women (i.e., from the high-wage spouse to the low-wage spouse), women provide more public goods, in relative terms. It is ambiguous, however, whether the total provision of public goods increases with the re-distributive transfer. In a classic model of gender-specific preferences, a wife increases child expenditures and her own private consumption at the expense of the husband’s private consumption. In Doepke & Tertilt ( 2019 ), however, the rise in child expenditures (and time-intensive public goods in general) comes at the expense of male consumption and male-provided public goods.

Parents contribute to the welfare of the next generation in two ways: via human capital investments (time-intensive, typically done by the mother) and bequests of physical capital (goods-intensive, typically done by the father). Transferring resources to women increases human capital, but reduces the stock of physical capital. The effect of such transfers on economic growth depends on whether the aggregate production function is relatively intensive in human capital or in physical capital. If aggregate production is relatively human capital intensive, then transfers to women boost economic growth; if it is relatively intensive in physical capital, then transfers to women may reduce economic growth.

There is an interesting paradox here. On the one hand, transfers to women will be growth-enhancing in economies where production is intensive in human capital. These would be more developed, knowledge intensive, service economies. On the other hand, the positive growth effect of transfers to women increases with the size of the gender wage gap, that is, decreases with female empowerment. But the more advanced, human capital intensive economies are also the ones with more female empowerment (i.e., lower gender wage gaps). In other words, in settings where human capital investments are relatively beneficial, the contribution of female empowerment to human capital accumulation is reduced. Overall, Doepke and Tertilt’s ( 2019 ) model predicts that female empowerment has at best a limited positive effect and at worst a negative effect on economic growth.

Heath & Tan ( 2020 ) argue that, in a non-cooperative household model, income transfers to women may increase female labor supply. Footnote 19 This result may appear counter-intuitive at first, because in collective household models unearned income unambiguously reduces labor supply through a negative income effect. In Heath and Tan’s model, husband and wife derive utility from leisure, consuming private goods, and consuming a household public good. The spouses decide separately on labor supply and monetary contributions to the household public good. Men and women are identical in preferences and behavior, but women have limited control over resources, with a share of their income being captured by the husband. Female control over resources (i.e., autonomy) depends positively on the wife’s relative contribution to household income. Thus, an income transfer to the wife, keeping husband unearned income constant, raises the fraction of her own income that she privately controls. This autonomy effect unambiguously increases women’s labor supply, because the wife can now reap an additional share of her wage bill. Whenever the autonomy effect dominates the (negative) income effect, female labor supply increases. The net effect will be heterogeneous over the wage distribution, but the authors show that aggregate female labor supply is always weakly larger after the income transfer.

Diebolt & Perrin ( 2013 ) assume cooperative bargaining between husband and wife, but do not rely on sex-specific preferences or differences in ability. Men and women are only distinguished by different uses of their time endowments, with females in charge of all childrearing activities. In line with this labor division, the authors further assume that only the mother’s human capital is inherited by the child at birth. On top of the inherited maternal endowment, individuals can accumulate human capital during adulthood, through schooling. The higher the initial human capital endowment, the more effective is the accumulation of human capital via schooling.

A woman’s bargaining power in marriage determines her share in total household consumption and is a function of the relative female human capital of the previous generation. An increase in the human capital of mothers relative to that of fathers has two effects. First, it raises the incentives for human capital accumulation of the next generation, because inherited maternal human capital makes schooling more effective. Second, it raises the bargaining power of the next generation of women and, because women’s consumption share increases, boosts the returns on women’s education. The second effect is not internalized in women’s time allocation decisions; it is an intergenerational externality. Thus, an exogenous increase in women’s bargaining power would promote economic growth by speeding up the accumulation of human capital across overlapping generations.

De la Croix & Vander Donckt ( 2010 ) contribute to the literature by clearly distinguishing between different gender gaps: a gap in the probability of survival, a wage gap, a social and institutional gap, and a gender education gap. The first three are exogenously given, while the fourth is determined within the model.

By assumption, men and women have identical preferences and ability, but women pay the full time cost of childrearing. As in a typical collective household model, bargaining power is partially determined by the spouses’ earnings potential (i.e., their levels of human capital and their wage rates). But there is also a component of bargaining power that is exogenous and captures social norms that discriminate against women—this is the social and institutional gender gap.

Husbands and wives bargain over fertility and human capital investments for their children. A standard Beckerian result emerges: parents invest relatively less in the education of girls, because girls will be more time-constrained than boys and, therefore, the female returns to education are lower in relative terms.

There are at least two regimes in the economy: a corner regime and an interior regime. The corner regime consists of maximum fertility, full gender specialization (no women in the labor market), and large gender gaps in education (no education for girls). Reducing the wage gap or the social and institutional gap does not help the economy escaping this regime. Women are not in labor force, so the wage gap is meaningless. The social and institutional gap will determine women’s share in household consumption, but does not affect fertility and growth. At this stage, the only effective instruments for escaping the corner regime are reducing the gender survival gap or reducing child mortality. Reducing the gender survival gap increases women’s lifespan, which increases their time budget and attracts them to the labor market. Reducing child mortality decreases the time costs of kids, therefore drawing women into the labor market. In both cases, fertility decreases.

In the interior regime, fertility is below the maximum, women’s labor supply is above zero, and both boys and girls receive education. In this regime, with endogenous bargaining power, reducing all gender gaps will boost economic growth. Footnote 20 Thus, depending on the growth regime, some gender gaps affect economic growth, while others do not. Accordingly, the policy-maker should tackle different dimensions of gender inequality at different stages of the development process.

Agénor ( 2017 ) presents a computable general equilibrium that includes many of the elements of gender inequality reviewed so far. An important contribution of the model is to explicitly add the government as an agent whose policies interact with family decisions and, therefore, will impact women’s time allocation. Workers produce a market good and a home good and are organized in collective households. Bargaining power depends on the spouses’ relative human capital levels. By assumption, there is gender discrimination in market wages against women. On top, mothers are exclusively responsible for home production and childrearing, which takes the form of time spent improving children’s health and education. But public investments in education and health also improve these outcomes during childhood. Likewise, public investment in public infrastructure contributes positively to home production. In particular, the ratio of public infrastructure capital stock to private capital stock is a substitute for women’s time in home production. The underlying idea is that improving sanitation, transportation, and other infrastructure reduces time spent in home production. Health status in adulthood depends on health status in childhood, which, in turn, relates positively to mother’s health, her time inputs into childrearing, and government spending. Children’s human capital depends on similar factors, except that mother’s human capital replaces her health as an input. Additionally, women are assumed to derive less utility from current consumption and more utility from children’s health relative to men. Wives are also assumed to live longer than their husbands, which further down-weights female’s emphasis on current consumption. The final gendered assumption is that mother’s time use is biased towards boys. This bias alone creates a gender gap in education and health. As adults, women’s relative lower health and human capital are translated into relative lower bargaining power in household decisions.

Agénor ( 2017 ) calibrates this rich setup for Benin, a low income country, and runs a series of policy experiments on different dimensions of gender inequality: a fall in childrearing costs, a fall in gender pay discrimination, a fall in son bias in mother’s time allocation, and an exogenous increase in female bargaining power. Footnote 21 Interestingly, despite all policies improving gender equality in separate dimensions, not all unambiguously stimulate economic growth. For example, falling childrearing costs raise savings and private investments, which are growth-enhancing, but increase fertility (as children become ‘cheaper’) and reduce maternal time investment per child, thus reducing growth. In contrast, a fall in gender pay discrimination always leads to higher growth, through higher household income that, in turn, boosts savings, tax revenues, and public spending. Higher public spending further contributes to improved health and education of the next generation. Lastly, Agénor ( 2017 ) simulates the effect of a combined policy that improves gender equality in all domains simultaneously. Due to complementarities and positive externalities across dimensions, the combined policy generates more economic growth than the sum of the individual policies. Footnote 22

In the models reviewed so far, men are passive observers of women’s empowerment. Doepke & Tertilt ( 2009 ) set up an interesting political economy model of women’s rights, where men make the decisive choice. Their model is motivated by the fact that, historically, the economic rights of women were expanded before their political rights. Because the granting of economic rights empowers women in the household, and this was done before women were allowed to participate in the political process, the relevant question is why did men willingly share their power with their wives?

Doepke & Tertilt ( 2009 ) answer this question by arguing that men face a fundamental trade-off. On the one hand, husbands would vote for their wives to have no rights whatsoever, because husbands prefer as much intra-household bargaining power as possible. But, on the other hand, fathers would vote for their daughters to have economic rights in their future households. In addition, fathers want their children to marry highly educated spouses, and grandfathers want their grandchildren to be highly educated. By assumption, men and women have different preferences, with women having a relative preference for child quality over quantity. Accordingly, men internalize that, when women become empowered, human capital investments increase, making their children and grandchildren better-off.

Skill-biased (exogenous) technological progress that raises the returns to education over time can shift male incentives along this trade-off. When the returns to education are low, men prefer to make all decisions on their own and deny all rights to women. But once the returns to education are sufficiently high, men voluntarily share their power with women by granting them economic rights. As a result, human capital investments increase and the economy grows faster.

In summary, gender inequality in labor market earnings often implies power asymmetries within the household, with men having more bargaining power than women. If preferences differ by gender and female preferences are more conducive to development, then empowering women is beneficial for growth. When preferences are the same and the bargaining process is non-cooperative, the implications are less clear-cut, and more context-specific. If, in addition, women’s empowerment is curtailed by law (e.g., restrictions on women’s economic rights), then it is important to understand the political economy of women’s rights, in which men are crucial actors.

5 Marriage markets and household formation

Two-sex models of economic growth have largely ignored how households are formed. The marriage market is not explicitly modeled: spouses are matched randomly, marriage is universal and monogamous, and families are nuclear. In reality, however, household formation patterns vary substantially across societies, with some of these differences extending far back in history. For example, Hajnal ( 1965 , 1982 ) described a distinct household formation pattern in preindustrial Northwestern Europe (often referred to as the “European Marriage Pattern”) characterized by: (i) late ages at first marriage for women, (ii) most marriages done under individual consent, and (iii) neolocality (i.e., upon marriage, the bride and the groom leave their parental households to form a new household). In contrast, marriage systems in China and India consisted of: (i) very early female ages at first marriage, (ii) arranged marriages, and (iii) patrilocality (i.e., the bride joins the parental household of the groom).

Economic historians argue that the “European Marriage Pattern” empowered women, encouraging their participation in market activities and reducing fertility levels. While some view this as one of the deep-rooted factors explaining Northwestern Europe’s earlier takeoff to sustained economic growth (e.g., Carmichael, de Pleijt, van Zanden and De Moor 2016 ; De Moor & Van Zanden 2010 ; Hartman 2004 ), others have downplayed the long-run significance of this marriage pattern (e.g., Dennison & Ogilvie 2014 ; Ruggles 2009 ). Despite this lively debate, the topic has been largely ignored by growth theorists. The few exceptions are Voigtländer and Voth ( 2013 ), Edlund and Lagerlöf ( 2006 ), and Tertilt ( 2005 , 2006 ).

After exploring different marriage institutions, we zoom in on contemporary monogamous and consensual marriage and review models where gender inequality affects economic growth through marriage markets that facilitate household formation (Du & Wei 2013 ; Grossbard & Pereira 2015 ; Grossbard-Shechtman 1984 ; Guvenen & Rendall 2015 ). In contrast with the previous two sections, where the household is the starting point of the analysis, the literature on marriage markets and household formation recognizes that marriage, labor supply, and investment decisions are interlinked. The analysis of these interlinkages is sometimes done with unitary households (upon marriage) (Du & Wei 2013 ; Guvenen & Rendall 2015 ), or with non-cooperative models of individual decision-making within households (Grossbard & Pereira 2015 ; Grossbard-Shechtman 1984 ).

Voigtländer and Voth ( 2013 ) argue that the emergence of the “European Marriage Pattern” is a direct consequence of the mid-fourteen century Black Death. They set up a two-sector agricultural economy consisting of physically demanding cereal farming, and less physically demanding pastoral production. The economy is populated by many male and female peasants and by a class of idle, rent-maximizing landlords. Female peasants are heterogeneous with respect to physical strength, but, on average, are assumed to have less brawn relative to male peasants and, thus, have a comparative advantage in the pastoral sector. Both sectors use land as a production input, although the pastoral sector is more land-intensive than cereal production. All land is owned by the landlords, who can rent it out for peasant cereal farming, or use it for large-scale livestock farming, for which they hire female workers. Crucially, women can only work and earn wages in the pastoral sector as long as they are unmarried. Footnote 23 Peasant women decide when to marry and, upon marriage, a peasant couple forms a new household, where husband and wife both work on cereal farming, and have children at a given time frequency. Thus, the only contraceptive method available is delaying marriage. Because women derive utility from consumption and children, they face a trade-off between earned income and marriage.

Initially, the economy rests in a Malthusian regime, where land-labor ratios are relatively low, making the land-intensive pastoral sector unattractive and depressing relative female wages. As a result, women marry early and fertility is high. The initial regime ends in 1348–1350, when the Black Death kills between one third and half of Europe’s population, exogenously generating land abundance and, therefore, raising the relative wages of female labor in pastoral production. Women postpone marriage to reap higher wages, and fertility decreases—moving the economy to a regime of late marriages and low fertility.

In addition to late marital ages and reduced fertility, another important feature of the “European Marriage Pattern” was individual consent for marriage. Edlund and Lagerlöf ( 2006 ) study how rules of consent for marriage influence long-run economic development. In their model, marriages can be formed according to two types of consent rules: individual consent or parental consent. Under individual consent, young people are free to marry whomever they wish, while, under parental consent, their parents are in charge of arranging the marriage. Depending on the prevailing rule, the recipient of the bride-price differs. Under individual consent, a woman receives the bride-price from her husband, whereas, under parental consent, her father receives the bride-price from the father of the groom. Footnote 24 In both situations, the father of the groom owns the labor income of his son and, therefore, pays the bride-price, either directly, under parental consent, or indirectly, under individual consent. Under individual consent, the father needs to transfer resources to his son to nudge him into marrying. Thus, individual consent implies a transfer of resources from the old to the young and from men to women, relative to the rule of parental consent. Redistributing resources from the old to the young boosts long-run economic growth. Because the young have a longer timespan to extract income from their children’s labor, they invest relatively more in the human capital of the next generation. In addition, under individual consent, the reallocation of resources from men to women can have additional positive effects on growth, by increasing women’s bargaining power (see section 4 ), although this channel is not explicitly modeled in Edlund and Lagerlöf ( 2006 ).

Tertilt ( 2005 ) explores the effects of polygyny on long-run development through its impact on savings and fertility. In her model, parental consent applies to women, while individual consent applies to men. There is a competitive marriage market where fathers sell their daughters and men buy their wives. As each man is allowed (and wants) to marry several wives, a positive bride-price emerges in equilibrium. Footnote 25 Upon marriage, the reproductive rights of the bride are transferred from her father to her husband, who makes all fertility decisions on his own and, in turn, owns the reproductive rights of his daughters. From a father’s perspective, daughters are investments goods; they can be sold in the marriage market, at any time. This feature generates additional demand for daughters, which increases overall fertility, and reduces the incentives to save, which decreases the stock of physical capital. Under monogamy, in contrast, the equilibrium bride-price is negative (i.e., a dowry). The reason is that maintaining unmarried daughters is costly for their fathers, so they are better-off paying a (small enough) dowry to their future husbands. In this setting, the economic returns to daughters are lower and, consequently, so is the demand for children. Fertility decreases and savings increase. Thus, moving from polygny to monogamy lowers population growth and raises the capital stock in the long run, which translates into higher output per capita in the steady state.

Instead of enforcing monogamy in a traditionally polygynous setting, an alternative policy is to transfer marriage consent from fathers to daughters. Tertilt ( 2006 ) shows that when individual consent is extended to daughters, such that fathers do not receive the bride-price anymore, the consequences are qualitatively similar to a ban on polygyny. If fathers stop receiving the bride-price, they save more physical capital. In the long run, per capita output is higher when consent is transferred to daughters.

Grossbard-Shechtman ( 1984 ) develops the first non-cooperative model where (monogamous) marriage, home production, and labor supply decisions are interdependent. Footnote 26 Spouses are modeled as separate agents deciding over production and consumption. Marriage becomes an implicit contract for ‘work-in-household’ (WiHo), defined as “an activity that benefits another household member [typically a spouse] who could potentially compensate the individual for these efforts” (Grossbard 2015 , p. 21). Footnote 27 In particular, each spouse decides how much labor to supply to market work and WiHo, and how much labor to demand from the other spouse for WiHo. Through this lens, spousal decisions over the intra-marriage distribution of consumption and WiHo are akin to well-known principal-agent problems faced between firms and workers. In the marriage market equilibrium, a spouse benefiting from WiHo (the principal) must compensate the spouse producing it (the agent) via intra-household transfers (of goods or leisure). Footnote 28 Grossbard-Shechtman ( 1984 ) and Grossbard ( 2015 ) show that, under these conditions, the ratio of men to women (i.e., the sex ratio) in the marriage market is inversely related to female labor supply to the market. The reason is that, as the pool of potential wives shrinks, prospective husbands have to increase compensation for female WiHo. From the potential wife’s point of view, as the equilibrium price for her WiHo increases, market work becomes less attractive. Conversely, when sex ratios are lower, female labor supply outside the home increases. Although the model does not explicit derive growth implications, the relative increase in female labor supply is expected to be beneficial for economic growth, as argued by many of the theories reviewed so far.

In an extension of this framework, Grossbard & Pereira ( 2015 ) analyze how sex ratios affect gendered savings over the marital life-cycle. Assuming that women supply a disproportionate amount of labor for WiHo (due, for example, to traditional gender norms), the authors show that men and women will have very distinct saving trajectories. A higher sex ratio increases savings by single men, who anticipate higher compensation transfers for their wives’ WiHo, whereas it decreases savings by single women, who anticipate receiving those transfers upon marriage. But the pattern flips after marriage: precautionary savings raise among married women, because the possibility of marriage dissolution entails a loss of income from WiHo. The opposite effect happens for married men: marriage dissolution would imply less expenditures in the future. The higher the sex ratio, the higher will be the equilibrium compensation paid by husbands for their wives’ WiHo. Therefore, the sex ratio will positively affect savings among single men and married women, but negatively affect savings among single women and married men. The net effect on the aggregate savings rate and on economic growth will depend on the relative size of these demographic groups.

In a related article, Du & Wei ( 2013 ) propose a model where higher sex ratios worsen marriage markets prospects for young men and their families, who react by increasing savings. Women in turn reduce savings. However, because sex ratios shift the composition of the population in favor of men (high saving type) relative to women (low saving type) and men save additionally to compensate for women’s dis-saving, aggregate savings increase unambiguously with sex ratios.

In Guvenen & Rendall ( 2015 ), female education is, in part, demanded as insurance against divorce risk. The reason is that divorce laws often protect spouses’ future labor market earnings (i.e., returns to human capital), but force them to share their physical assets. Because, in the model, women are more likely to gain custody of their children after divorce, they face higher costs from divorce relative to their husbands. Therefore, the higher the risk of divorce, the more women invest in human capital, as insurance against a future vulnerable economic position. Guvenen & Rendall ( 2015 ) shows that, over time, divorce risk has increased (for example, consensual divorce became replaced by unilateral divorce in most US states in the 1970s). In the aggregate, higher divorce risk boosted female education and female labor supply.

In summary, the rules regulating marriage and household formation carry relevant theoretical consequences for economic development. While the few studies on this topic have focused on age at marriage, consent rules and polygyny, and the interaction between sex ratios, marriage, and labor supply, other features of the marriage market remain largely unexplored (Borella, De Nardi and Yang 2018 ). Growth theorists would benefit from further incorporating theories of household formation in gendered macro models. Footnote 29

6 Conclusion

In this article, we surveyed micro-founded theories linking gender inequality to economic development. This literature offers many plausible mechanisms through which inequality between men and women affects the aggregate economy (see Table 1 ). Yet, we believe the body of theories could be expanded in several directions. We discuss them below and highlight lessons for policy.

The first direction for future research concerns control over fertility. In models where fertility is endogenous, households are always able to achieve their preferred number of children (see Strulik 2019 , for an exception). The implicit assumption is that there is a free and infallible method of fertility control available for all households—a view rejected by most demographers. The gap between desired fertility and achieved fertility can be endogeneized at three levels. First, at the societal level, the diffusion of particular contraceptive methods may be influenced by cultural and religious norms. Second, at the household level, fertility control may be object of non-cooperative bargaining between the spouses, in particular, for contraceptive methods that only women perfectly observe (Ashraf, Field and Lee 2014 ; Doepke & Kindermann 2019 ). More generally, the role of asymmetric information within the household is not yet explored (Walther 2017 ). Third, if parents have preferences over the gender composition of their offspring, fertility is better modeled as a sequential and uncertain process, where household size is likely endogenous to the sex of the last born child (Hazan & Zoabi 2015 ).

A second direction worth exploring concerns gender inequality in a historical perspective. In models with multiple equilibria, an economy’s path is often determined by its initial level of gender equality. Therefore, it would be useful to develop theories explaining why initial conditions varied across societies. In particular, there is a large literature on economic and demographic history documenting how systems of marriage and household formation differed substantially across preindustrial societies (e.g., De Moor & Van Zanden 2010 ; Hajnal 1965 , 1982 ; Hartman 2004 ; Ruggles 2009 ). In our view, more theoretical work is needed to explain both the origins and the consequences of these historical systems.

A third avenue for future research concerns the role of technological change. In several models, technological change is the exogenous force that ultimately erodes gender gaps in education or labor supply (e.g., Bloom et al. 2015 ; Doepke & Tertilt 2009 ; Galor & Weil 1996 ). For that to happen, technological progress is assumed to be skill-biased, thus raising the returns to education—or, in other words, favoring brain over brawn. As such, new technologies make male advantage in physical strength ever more irrelevant, while making female time spent on childrearing and housework ever more expensive. Moreover, recent technological progress increased the efficiency of domestic activities, thereby relaxing women’s time constraints (e.g., Cavalcanti & Tavares 2008 ; Greenwood, Seshadri and Yorukoglu 2005 ). These mechanisms are plausible, but other aspects of technological change need not be equally favorable for women. In many countries, for example, the booming science, technology, and engineering sectors tend to be particularly male-intensive. And Tejani & Milberg ( 2016 ) provide evidence for developing countries that as manufacturing industries become more capital intensive, their female employment share decreases.

Even if current technological progress is assumed to weaken gender gaps, historically, technology may have played exactly the opposite role. If technology today is more complementary to brain, in the past it could have been more complementary to brawn. An example is the plow that, relative to alternative technologies for field preparation (e.g., hoe, digging stick), requires upper body strength, on which men have a comparative advantage over women (Alesina, Giuliano and Nunn 2013 ; Boserup 1970 ). Another, even more striking example, is the invention of agriculture itself—the Neolithic Revolution. The transition from a hunter-gatherer lifestyle to sedentary agriculture involved a relative loss of status for women (Dyble et al. 2015 ; Hansen, Jensen and Skovsgaard 2015 ). One explanation is that property rights on land were captured by men, who had an advantage on physical strength and, consequently, on physical violence. Thus, in the long view of human history, technological change appears to have shifted from being male-biased towards being female-biased. Endogeneizing technological progress and its interaction with gender inequality is a promising avenue for future research.

Fourth, open economy issues are still almost entirely absent. An exception is Rees & Riezman ( 2012 ), who model the effect of globalization on economic growth. Whether global capital flows generate jobs primarily in female or male intensive sectors matters for long-run growth. If globalization creates job opportunities for women, their bargaining power increases and households trade off child quantity by child quality. Fertility falls, human capital accumulates, and long-run per capita output is high. If, on the other hand, globalization creates jobs for men, their intra-household power increases; fertility increases, human capital decreases, and steady-state income per capita is low. The literature would benefit from engaging with open economy demand-driven models of the feminist tradition, such as Blecker & Seguino ( 2002 ), Seguino ( 2010 ). Other fruitful avenues for future research on open economy macro concern gender analysis of global value chains (Barrientos 2019 ), gendered patterns of international migration (Cortes 2015 ; Cortes & Tessada 2011 ), and the diffusion of gender norms through globalization (Beine, Docquier and Schiff 2013 ; Klasen 2020 ; Tuccio & Wahba 2018 ).

A final point concerns the role of men in this literature. In most theoretical models, gender inequality is not the result of an active male project that seeks the domination of women. Instead, inequality emerges as a rational best response to some underlying gender gap in endowments or constraints. Then, as the underlying gap becomes less relevant—for example, due to skill-biased technological change—, men passively relinquish their power (see Doepke & Tertilt 2009 , for an exception). There is never a male backlash against the short-term power loss that necessarily comes with female empowerment. In reality, it is more likely that men actively oppose losing power and resources towards women (Folbre 2020 ; Kabeer 2016 ; Klasen 2020 ). This possibility has not yet been explored in formal models, even though it could threaten the typical virtuous cycle between gender equality and growth. If men are forward-looking, and the short-run losses outweigh the dynamic gains from higher growth, they might ensure that women never get empowered to begin with. Power asymmetries tend to be sticky, because “any group that is able to claim a disproportionate share of the gains from cooperation can develop social institutions to fortify their position” (Folbre 2020 , p. 199). For example, Eswaran & Malhotra ( 2011 ) set up a household decision model where men use domestic violence against their wives as a tool to enhance male bargaining power. Thus, future theories should recognize more often that men have a vested interest on the process of female empowerment.

More generally, policymakers should pay attention to the possibility of a male backlash as an unintended consequence of female empowerment policies (Erten & Keskin 2018 ; Eswaran & Malhotra 2011 ). Likewise, whereas most theories reviewed here link lower fertility to higher economic growth, the relationship is non-monotonic. Fertility levels below the replacement rate will eventually generate aggregate social costs in the form of smaller future workforces, rapidly ageing societies, and increased pressure on welfare systems, to name a few.

Many theories presented in this survey make another important practical point: public policies should recognize that gender gaps in separate dimensions complement and reinforce one another and, therefore, have to be dealt with simultaneously. A naïve policy targeting a single gap in isolation is unlikely to have substantial growth effects in the short run. Typically, inequalities in separate dimensions are not independent from each other (Agénor 2017 ; Bandiera & Does 2013 ; Duflo 2012 ; Kabeer 2016 ). For example, if credit-constrained women face weak property rights, are unable to access certain markets, and have mobility and time constraints, then the marginal return to capital may nevertheless be larger for men. Similarly, the return to male education may well be above the female return if demand for female labor is low or concentrated in sectors with low productivity. In sum, “the fact that women face multiple constraints means that relaxing just one may not improve outcomes” (Duflo 2012 , p. 1076).

Promising policy directions that would benefit from further macroeconomic research are the role of public investments in physical infrastructure and care provision (Agénor 2017 ; Braunstein, Bouhia and Seguino 2020 ), gender-based taxation (Guner, Kaygusuz and Ventura 2012 ; Meier & Rainer 2015 ), and linkages between gender equality and pro-environmental agendas (Matsumoto 2014 ).

See Echevarria & Moe ( 2000 ) for a similar complaint that “theories of economic growth and development have consistently neglected to include gender as a variable” (p. 77).

A non-exhaustive list includes Bandiera & Does ( 2013 ), Braunstein ( 2013 ), Cuberes & Teignier ( 2014 ), Duflo ( 2012 ), Kabeer ( 2016 ), Kabeer & Natali ( 2013 ), Klasen ( 2018 ), Seguino ( 2013 , 2020 ), Sinha et al. ( 2007 ), Stotsky ( 2006 ), World Bank ( 2001 , 2011 ).

For an in-depth history of “new home economics” see Grossbard-Shechtman ( 2001 ) and Grossbard ( 2010 , 2011 ).

For recent empirical reviews see Duflo ( 2012 ) and Doss ( 2013 ).

Although the unitary approach has being rejected on theoretical (e.g., Echevarria & Moe 2000 ; Folbre 1986 ; Knowles 2013 ; Sen 1989 ) and empirical grounds (e.g., Doss 2013 ; Duflo 2003 ; Lundberg et al. 1997 ), these early models are foundational to the subsequent literature. As it turns out, some of the key mechanisms survive in non-unitary theories of the household.

For nice conceptual perspectives on conflict and cooperation in households see Sen ( 1989 ), Grossbard ( 2011 ), and Folbre ( 2020 ).

The relationship depicted in Fig. 1 is robust to using other composite measures of gender equality (e.g., UNDP’s Gender Inequality Index or OECD’s Social Institutions and Gender Index (SIGI) (see Branisa, Klasen and Ziegler 2013 )), and other years besides 2000. In Fig. 2 , the linear prediction explains 56 percent of the cross-country variation in per capita income.

See Seguino ( 2013 , 2020 ) for a review of this literature.

The model allows for sorting on ability (“some people are better teachers”) or sorting on occupation-specific preferences (“others derive more utility from working as a teacher”) (Hsieh et al. 2019 , p. 1441). Here, we restrict our presentation to the case where sorting occurs primarily on ability. The authors find little empirical support for sorting on preferences.

Because the home sector is treated as any other occupation, the model can capture, in a reduced-form fashion, social norms on women’s labor force participation. For example, a social norm on traditional gender roles can be represented as a utility premium obtained by all women working on the home sector.

Note, however, that discrimination against women raises productivity in the non-agricultural sector. The reason is that the few women who end up working outside agriculture are positively selected on talent. Lee ( 2020 ) shows that this countervailing effect is modest and dominated by the loss of productivity in agriculture.

This is not the classic Beckerian quantity-quality trade-off because parents cannot invest in the quality of their children. Instead, the mechanism is built by assumption in the household’s utility function. When women’s wages increase relative to male wages, the substitution effect dominates the income effect.

The hypothesis that female labor force participation and economic development have a U-shaped relationship—known as the feminization-U hypothesis—goes back to Boserup ( 1970 ). See also Goldin ( 1995 ). Recently, Gaddis & Klasen ( 2014 ) find only limited empirical support for the feminization-U.

The model does not consider fertility decisions. Parents derive utility from their children’s human capital (social status utility). When household income increases, parents want to “consume” more social status by investing in their children’s education—this is the positive income effect.

Bloom et al. ( 2015 ) build their main model with unitary households, but show that the key conclusions are robust to a collective representation of the household.

This assumption does not necessarily mean that boys are more talented than girls. It can be also interpreted as a reduced-form way of capturing labor market discrimination against women.

Many empirical studies are in line with this assumption, which is rooted in evolutionary psychology. See Strulik ( 2019 ) for references. There are several other evolutionary arguments for men wanting more children (including with different women). See, among others, Mulder & Rauch ( 2009 ), Penn & Smith ( 2007 ), von Rueden & Jaeggi ( 2016 ). However, for a different view, see Fine ( 2017 ).

They do not model fertility decisions. So there is no quantity-quality trade-off.

In their empirical application, Heath & Tan ( 2020 ) study the Hindu Succession Act, which, through improved female inheritance rights, increased the lifetime unearned income of Indian women. Other policies consistent with the model are, for example, unconditional cash transfers to women.

De la Croix & Vander Donckt ( 2010 ) show this with numerical simulations, because the interior regime becomes analytically intractable.

We focus on gender-related policies in our presentation, but the article simulates additional public policies.

Agénor and Agénor ( 2014 ) develop a similar model, but with unitary households, and Agénor and Canuto ( 2015 ) have a similar model of collective households for Brazil, where adult women can also invest time in human capital formation. Since public infrastructure substitutes for women’s time in home production, more (or better) infrastructure can free up time for female human capital accumulation and, thus, endogenously increase wives’ bargaining power.

Voigtländer and Voth ( 2013 ) justify this assumption arguing that, in England, employment contracts for farm servants working in animal husbandry were conditional on celibacy. However, see Edwards & Ogilvie ( 2018 ) for a critique of this assumption.

The bride-price under individual consent need not be paid explicitly as a lump-sum transfer. It could, instead, be paid to the bride implicitly in the form of higher lifetime consumption.

In Tertilt ( 2005 ), all men are similar (except in age). Widespread polygyny is possible because older men marry younger women and population growth is high. This setup reflects stylized facts for Sub-Saharan Africa. It differs from models that assume male heterogeneity in endowments, where polygyny emerges because a rich male elite owns several wives, while poor men remain single (e.g., Gould, Moav and Simhon 2008 ; Lagerlöf 2005 , 2010 ).

See Grossbard ( 2015 ) for more details and extensions of this model and Grossbard ( 2018 ) for a non-technical overview of the related literature. For an earlier application, see Grossbard ( 1976 ).

The concept of WiHo is closely related but not equivalent to the ‘black-box’ term home production used by much of the literature. It also relates to feminist perspectives on care and social reproduction labor (c.f. Folbre 1994 ).

In the general setup, the model need not lead to a corner solution where only one spouse specializes in WiHo.

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Acknowledgements

We thank the Editor, Shoshana Grossbard, and three anonymous reviewers for helpful comments. We gratefully acknowledge funding from the Growth and Economic Opportunities for Women (GrOW) initiative, a multi-funder partnership between the UK’s Department for International Development, the Hewlett Foundation and the International Development Research Centre. All views expressed here and remaining errors are our own. Manuel dedicates this article to Stephan Klasen, in loving memory.

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Santos Silva, M., Klasen, S. Gender inequality as a barrier to economic growth: a review of the theoretical literature. Rev Econ Household 19 , 581–614 (2021). https://doi.org/10.1007/s11150-020-09535-6

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Received : 27 May 2019

Accepted : 07 December 2020

Published : 15 January 2021

Issue Date : September 2021

DOI : https://doi.org/10.1007/s11150-020-09535-6

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Gender Equality Essay

Everyone should live as they want in society, and there should be no discrimination. Equality in society is achieved when all people, regardless of their caste, gender, colour, profession, and status rank, are considered equal. Another way to describe equality is that everyone gets the same rights and opportunities to develop and progress forward. Here are a few sample essays on ‘Gender Equality’.

100 Words Essay On Gender Equality

Gender equality is the belief that men and women should be treated and perceived as equals in society, including all areas such as education, employment, and in decision-making positions. It is a fundamental human right and a necessary foundation for a peaceful, prosperous, and sustainable world.

Despite significant progress in advancing gender equality, women and girls continue to face barriers and discrimination in many areas of society. This includes the gender pay gap, difficult access to education and employment opportunities, and limited representation in leadership positions. Creating a more equal society benefits everyone, as it leads to greater prosperity and happiness for all. It is important for individuals, communities, and governments to work towards achieving gender equality and empowering women and girls to reach their full potential.

200 Words Essay On Gender Equality

Gender equality is the equal treatment and perception of individuals of all genders in society.

Importance Of Gender Equality

Gender equality is important because it is a fundamental human right and is necessary for a peaceful, prosperous, and sustainable society. When everyone, regardless of their gender, is treated fairly and has equal opportunities, it can lead to greater prosperity and happiness for all.

Additionally, gender equality can have a positive impact on economic growth and development. When women and girls are able to fully participate and get proper education and employment opportunities, it can lead to increased productivity and innovation. It can also contribute to more balanced and representative decision-making, which can lead to more effective and fair policies and practices.

Furthermore, gender equality is essential for promoting social justice and fairness. When women and girls are marginalized and discriminated against, it can lead to a range of negative outcomes, including poverty, poor health, and reduced opportunities for personal and professional development. Overall, the promotion of gender equality is important for creating a more equal, fair, and just society for all.

Encouraging Gender Equality

Efforts to promote gender equality must involve the active participation and engagement of both men and women. This includes challenging and changing harmful gender norms and stereotypes, and promoting policies and laws that protect and advance the rights of women and girls.

500 Words Essay On Gender Equality

Everyone in the country has the same fundamental freedom to pursue happiness whichever way they see fit. It's possible if people of various backgrounds (race, ethnicity, religion, socioeconomic class, gender) are treated with respect and dignity. Gender disparity is the most noticeable kind of prejudice. Gender discrimination persists even in many modern nations and calls for immediate action. When men and women are given the same opportunities, we will achieve gender equality. Furthermore, this essay will outline the many issues women encounter due to gender discrimination.

Prevalence Of Gender Inequality

Gender inequality is prevalent in many sectors and areas of society. Some examples include:

Education: Women and girls may face barriers to accessing education, such as lack of resources, cultural or societal barriers, and discrimination.

Employment: Women and girls may face discrimination in the workplace, including lower pay for the same work as men, lack of promotion opportunities, and limited representation in leadership positions.

Health care: Women and girls may face discrimination and inadequate access to quality health care, particularly in areas related to reproductive and sexual health.

Political representation: Women are often underrepresented in political leadership positions and decision-making processes.

Domestic violence: Women and girls may face higher rates of domestic violence and abuse, and may lack adequate protection and support from the justice system.

Media and advertising: Women and girls are often portrayed in stereotypical and objectifying ways in the media and advertising, which can reinforce harmful gender norms and stereotypes.

Gender inequality is a widespread issue that affects many areas of society, and it is important to work towards promoting gender equality in all sectors.

How India Can Achieve Gender Equality

Achieving gender equality in India will require a multi-faceted approach that involves addressing social norms and stereotypes, strengthening laws and policies, increasing women's representation in leadership positions, promoting women's economic empowerment, and improving access to health care.

Address social norms and stereotypes: It is important to challenge and change harmful gender norms and stereotypes that contribute to gender inequality. This can be done through education campaigns and programs that promote gender equality and challenge traditional gender roles.

Strengthen laws and policies: India can work to strengthen laws and policies that protect and advance the rights of women and girls, such as laws against domestic violence and discrimination, and policies that promote equal pay for equal work and access to education and employment.

Increase women's representation in leadership positions: India can work to increase the representation of women in leadership positions, including in politics, business, and other sectors, to ensure that women have a stronger voice in decision-making processes.

Promote women's economic empowerment: Providing women with access to education, employment, and financial resources can help to empower them and enable them to fully participate in society.

Improve access to health care: Ensuring that women and girls have access to quality health care, including reproductive and sexual health care, is essential for promoting gender equality.

My Experience

I remember one time when I was working as an intern at a small consulting firm. At the end of my internship, I was offered a full-time position. However, when I received the offer letter, I noticed that my male colleagues who were also being offered full-time positions had been offered a higher salary than me, even though we had all performed the same job duties during our internships.

I was frustrated and felt that I was being treated unfairly because of my gender. I decided to bring this issue to the attention of my supervisor, and after some negotiation, I was able to secure a salary that was equal to that of my male colleagues.

This experience taught me the importance of advocating for myself and not accepting inequality, and it also made me more aware of the ways in which gender bias can manifest in the workplace. I believe that it is important for individuals to speak up and take action when they see instances of gender inequality, and for organizations to make a conscious effort to promote gender equality and fairness in all aspects of their operations.

Explore Career Options (By Industry)

• Construction
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Bio Medical Engineer

The field of biomedical engineering opens up a universe of expert chances. An Individual in the biomedical engineering career path work in the field of engineering as well as medicine, in order to find out solutions to common problems of the two fields. The biomedical engineering job opportunities are to collaborate with doctors and researchers to develop medical systems, equipment, or devices that can solve clinical problems. Here we will be discussing jobs after biomedical engineering, how to get a job in biomedical engineering, biomedical engineering scope, and salary. 

Data Administrator

Database professionals use software to store and organise data such as financial information, and customer shipping records. Individuals who opt for a career as data administrators ensure that data is available for users and secured from unauthorised sales. DB administrators may work in various types of industries. It may involve computer systems design, service firms, insurance companies, banks and hospitals.

Ethical Hacker

A career as ethical hacker involves various challenges and provides lucrative opportunities in the digital era where every giant business and startup owns its cyberspace on the world wide web. Individuals in the ethical hacker career path try to find the vulnerabilities in the cyber system to get its authority. If he or she succeeds in it then he or she gets its illegal authority. Individuals in the ethical hacker career path then steal information or delete the file that could affect the business, functioning, or services of the organization.

Data Analyst

The invention of the database has given fresh breath to the people involved in the data analytics career path. Analysis refers to splitting up a whole into its individual components for individual analysis. Data analysis is a method through which raw data are processed and transformed into information that would be beneficial for user strategic thinking.

Data are collected and examined to respond to questions, evaluate hypotheses or contradict theories. It is a tool for analyzing, transforming, modeling, and arranging data with useful knowledge, to assist in decision-making and methods, encompassing various strategies, and is used in different fields of business, research, and social science.

Geothermal Engineer

Individuals who opt for a career as geothermal engineers are the professionals involved in the processing of geothermal energy. The responsibilities of geothermal engineers may vary depending on the workplace location. Those who work in fields design facilities to process and distribute geothermal energy. They oversee the functioning of machinery used in the field.

Remote Sensing Technician

Individuals who opt for a career as a remote sensing technician possess unique personalities. Remote sensing analysts seem to be rational human beings, they are strong, independent, persistent, sincere, realistic and resourceful. Some of them are analytical as well, which means they are intelligent, introspective and inquisitive. 

Remote sensing scientists use remote sensing technology to support scientists in fields such as community planning, flight planning or the management of natural resources. Analysing data collected from aircraft, satellites or ground-based platforms using statistical analysis software, image analysis software or Geographic Information Systems (GIS) is a significant part of their work. Do you want to learn how to become remote sensing technician? There's no need to be concerned; we've devised a simple remote sensing technician career path for you. Scroll through the pages and read.

Geotechnical engineer

The role of geotechnical engineer starts with reviewing the projects needed to define the required material properties. The work responsibilities are followed by a site investigation of rock, soil, fault distribution and bedrock properties on and below an area of interest. The investigation is aimed to improve the ground engineering design and determine their engineering properties that include how they will interact with, on or in a proposed construction. 

The role of geotechnical engineer in mining includes designing and determining the type of foundations, earthworks, and or pavement subgrades required for the intended man-made structures to be made. Geotechnical engineering jobs are involved in earthen and concrete dam construction projects, working under a range of normal and extreme loading conditions. 

Cartographer

How fascinating it is to represent the whole world on just a piece of paper or a sphere. With the help of maps, we are able to represent the real world on a much smaller scale. Individuals who opt for a career as a cartographer are those who make maps. But, cartography is not just limited to maps, it is about a mixture of art , science , and technology. As a cartographer, not only you will create maps but use various geodetic surveys and remote sensing systems to measure, analyse, and create different maps for political, cultural or educational purposes.

Budget Analyst

Budget analysis, in a nutshell, entails thoroughly analyzing the details of a financial budget. The budget analysis aims to better understand and manage revenue. Budget analysts assist in the achievement of financial targets, the preservation of profitability, and the pursuit of long-term growth for a business. Budget analysts generally have a bachelor's degree in accounting, finance, economics, or a closely related field. Knowledge of Financial Management is of prime importance in this career.

Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

Underwriter

An underwriter is a person who assesses and evaluates the risk of insurance in his or her field like mortgage, loan, health policy, investment, and so on and so forth. The underwriter career path does involve risks as analysing the risks means finding out if there is a way for the insurance underwriter jobs to recover the money from its clients. If the risk turns out to be too much for the company then in the future it is an underwriter who will be held accountable for it. Therefore, one must carry out his or her job with a lot of attention and diligence.

Finance Executive

Operations manager.

Individuals in the operations manager jobs are responsible for ensuring the efficiency of each department to acquire its optimal goal. They plan the use of resources and distribution of materials. The operations manager's job description includes managing budgets, negotiating contracts, and performing administrative tasks.

Bank Probationary Officer (PO)

Investment director.

An investment director is a person who helps corporations and individuals manage their finances. They can help them develop a strategy to achieve their goals, including paying off debts and investing in the future. In addition, he or she can help individuals make informed decisions.

Welding Engineer

Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues. 

Transportation Planner

A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.

An expert in plumbing is aware of building regulations and safety standards and works to make sure these standards are upheld. Testing pipes for leakage using air pressure and other gauges, and also the ability to construct new pipe systems by cutting, fitting, measuring and threading pipes are some of the other more involved aspects of plumbing. Individuals in the plumber career path are self-employed or work for a small business employing less than ten people, though some might find working for larger entities or the government more desirable.

Construction Manager

Individuals who opt for a career as construction managers have a senior-level management role offered in construction firms. Responsibilities in the construction management career path are assigning tasks to workers, inspecting their work, and coordinating with other professionals including architects, subcontractors, and building services engineers.

Urban Planner

Urban Planning careers revolve around the idea of developing a plan to use the land optimally, without affecting the environment. Urban planning jobs are offered to those candidates who are skilled in making the right use of land to distribute the growing population, to create various communities. 

Urban planning careers come with the opportunity to make changes to the existing cities and towns. They identify various community needs and make short and long-term plans accordingly.

Highway Engineer

Highway Engineer Job Description:  A Highway Engineer is a civil engineer who specialises in planning and building thousands of miles of roads that support connectivity and allow transportation across the country. He or she ensures that traffic management schemes are effectively planned concerning economic sustainability and successful implementation.

Environmental Engineer

Individuals who opt for a career as an environmental engineer are construction professionals who utilise the skills and knowledge of biology, soil science, chemistry and the concept of engineering to design and develop projects that serve as solutions to various environmental problems. 

Naval Architect

A Naval Architect is a professional who designs, produces and repairs safe and sea-worthy surfaces or underwater structures. A Naval Architect stays involved in creating and designing ships, ferries, submarines and yachts with implementation of various principles such as gravity, ideal hull form, buoyancy and stability. 

Orthotist and Prosthetist

Orthotists and Prosthetists are professionals who provide aid to patients with disabilities. They fix them to artificial limbs (prosthetics) and help them to regain stability. There are times when people lose their limbs in an accident. In some other occasions, they are born without a limb or orthopaedic impairment. Orthotists and prosthetists play a crucial role in their lives with fixing them to assistive devices and provide mobility.

Veterinary Doctor

Pathologist.

A career in pathology in India is filled with several responsibilities as it is a medical branch and affects human lives. The demand for pathologists has been increasing over the past few years as people are getting more aware of different diseases. Not only that, but an increase in population and lifestyle changes have also contributed to the increase in a pathologist’s demand. The pathology careers provide an extremely huge number of opportunities and if you want to be a part of the medical field you can consider being a pathologist. If you want to know more about a career in pathology in India then continue reading this article.

Speech Therapist

Gynaecologist.

Gynaecology can be defined as the study of the female body. The job outlook for gynaecology is excellent since there is evergreen demand for one because of their responsibility of dealing with not only women’s health but also fertility and pregnancy issues. Although most women prefer to have a women obstetrician gynaecologist as their doctor, men also explore a career as a gynaecologist and there are ample amounts of male doctors in the field who are gynaecologists and aid women during delivery and childbirth. 

An oncologist is a specialised doctor responsible for providing medical care to patients diagnosed with cancer. He or she uses several therapies to control the cancer and its effect on the human body such as chemotherapy, immunotherapy, radiation therapy and biopsy. An oncologist designs a treatment plan based on a pathology report after diagnosing the type of cancer and where it is spreading inside the body.

Audiologist

The audiologist career involves audiology professionals who are responsible to treat hearing loss and proactively preventing the relevant damage. Individuals who opt for a career as an audiologist use various testing strategies with the aim to determine if someone has a normal sensitivity to sounds or not. After the identification of hearing loss, a hearing doctor is required to determine which sections of the hearing are affected, to what extent they are affected, and where the wound causing the hearing loss is found. As soon as the hearing loss is identified, the patients are provided with recommendations for interventions and rehabilitation such as hearing aids, cochlear implants, and appropriate medical referrals. While audiology is a branch of science that studies and researches hearing, balance, and related disorders.

Hospital Administrator

The hospital Administrator is in charge of organising and supervising the daily operations of medical services and facilities. This organising includes managing of organisation’s staff and its members in service, budgets, service reports, departmental reporting and taking reminders of patient care and services.

For an individual who opts for a career as an actor, the primary responsibility is to completely speak to the character he or she is playing and to persuade the crowd that the character is genuine by connecting with them and bringing them into the story. This applies to significant roles and littler parts, as all roles join to make an effective creation. Here in this article, we will discuss how to become an actor in India, actor exams, actor salary in India, and actor jobs. 

Individuals who opt for a career as acrobats create and direct original routines for themselves, in addition to developing interpretations of existing routines. The work of circus acrobats can be seen in a variety of performance settings, including circus, reality shows, sports events like the Olympics, movies and commercials. Individuals who opt for a career as acrobats must be prepared to face rejections and intermittent periods of work. The creativity of acrobats may extend to other aspects of the performance. For example, acrobats in the circus may work with gym trainers, celebrities or collaborate with other professionals to enhance such performance elements as costume and or maybe at the teaching end of the career.

Video Game Designer

Career as a video game designer is filled with excitement as well as responsibilities. A video game designer is someone who is involved in the process of creating a game from day one. He or she is responsible for fulfilling duties like designing the character of the game, the several levels involved, plot, art and similar other elements. Individuals who opt for a career as a video game designer may also write the codes for the game using different programming languages.

Depending on the video game designer job description and experience they may also have to lead a team and do the early testing of the game in order to suggest changes and find loopholes.

Radio Jockey

Radio Jockey is an exciting, promising career and a great challenge for music lovers. If you are really interested in a career as radio jockey, then it is very important for an RJ to have an automatic, fun, and friendly personality. If you want to get a job done in this field, a strong command of the language and a good voice are always good things. Apart from this, in order to be a good radio jockey, you will also listen to good radio jockeys so that you can understand their style and later make your own by practicing.

A career as radio jockey has a lot to offer to deserving candidates. If you want to know more about a career as radio jockey, and how to become a radio jockey then continue reading the article.

Choreographer

The word “choreography" actually comes from Greek words that mean “dance writing." Individuals who opt for a career as a choreographer create and direct original dances, in addition to developing interpretations of existing dances. A Choreographer dances and utilises his or her creativity in other aspects of dance performance. For example, he or she may work with the music director to select music or collaborate with other famous choreographers to enhance such performance elements as lighting, costume and set design.

Videographer

Multimedia specialist.

A multimedia specialist is a media professional who creates, audio, videos, graphic image files, computer animations for multimedia applications. He or she is responsible for planning, producing, and maintaining websites and applications. 

Social Media Manager

A career as social media manager involves implementing the company’s or brand’s marketing plan across all social media channels. Social media managers help in building or improving a brand’s or a company’s website traffic, build brand awareness, create and implement marketing and brand strategy. Social media managers are key to important social communication as well.

Copy Writer

In a career as a copywriter, one has to consult with the client and understand the brief well. A career as a copywriter has a lot to offer to deserving candidates. Several new mediums of advertising are opening therefore making it a lucrative career choice. Students can pursue various copywriter courses such as Journalism , Advertising , Marketing Management . Here, we have discussed how to become a freelance copywriter, copywriter career path, how to become a copywriter in India, and copywriting career outlook. 

Careers in journalism are filled with excitement as well as responsibilities. One cannot afford to miss out on the details. As it is the small details that provide insights into a story. Depending on those insights a journalist goes about writing a news article. A journalism career can be stressful at times but if you are someone who is passionate about it then it is the right choice for you. If you want to know more about the media field and journalist career then continue reading this article.

For publishing books, newspapers, magazines and digital material, editorial and commercial strategies are set by publishers. Individuals in publishing career paths make choices about the markets their businesses will reach and the type of content that their audience will be served. Individuals in book publisher careers collaborate with editorial staff, designers, authors, and freelance contributors who develop and manage the creation of content.

In a career as a vlogger, one generally works for himself or herself. However, once an individual has gained viewership there are several brands and companies that approach them for paid collaboration. It is one of those fields where an individual can earn well while following his or her passion. 

Ever since internet costs got reduced the viewership for these types of content has increased on a large scale. Therefore, a career as a vlogger has a lot to offer. If you want to know more about the Vlogger eligibility, roles and responsibilities then continue reading the article. 

Individuals in the editor career path is an unsung hero of the news industry who polishes the language of the news stories provided by stringers, reporters, copywriters and content writers and also news agencies. Individuals who opt for a career as an editor make it more persuasive, concise and clear for readers. In this article, we will discuss the details of the editor's career path such as how to become an editor in India, editor salary in India and editor skills and qualities.

Linguistic meaning is related to language or Linguistics which is the study of languages. A career as a linguistic meaning, a profession that is based on the scientific study of language, and it's a very broad field with many specialities. Famous linguists work in academia, researching and teaching different areas of language, such as phonetics (sounds), syntax (word order) and semantics (meaning). 

Other researchers focus on specialities like computational linguistics, which seeks to better match human and computer language capacities, or applied linguistics, which is concerned with improving language education. Still, others work as language experts for the government, advertising companies, dictionary publishers and various other private enterprises. Some might work from home as freelance linguists. Philologist, phonologist, and dialectician are some of Linguist synonym. Linguists can study French , German , Italian . 

Public Relation Executive

Travel journalist.

The career of a travel journalist is full of passion, excitement and responsibility. Journalism as a career could be challenging at times, but if you're someone who has been genuinely enthusiastic about all this, then it is the best decision for you. Travel journalism jobs are all about insightful, artfully written, informative narratives designed to cover the travel industry. Travel Journalist is someone who explores, gathers and presents information as a news article.

Quality Controller

A quality controller plays a crucial role in an organisation. He or she is responsible for performing quality checks on manufactured products. He or she identifies the defects in a product and rejects the product. 

A quality controller records detailed information about products with defects and sends it to the supervisor or plant manager to take necessary actions to improve the production process.

Production Manager

Merchandiser.

A QA Lead is in charge of the QA Team. The role of QA Lead comes with the responsibility of assessing services and products in order to determine that he or she meets the quality standards. He or she develops, implements and manages test plans. 

Metallurgical Engineer

A metallurgical engineer is a professional who studies and produces materials that bring power to our world. He or she extracts metals from ores and rocks and transforms them into alloys, high-purity metals and other materials used in developing infrastructure, transportation and healthcare equipment. 

Azure Administrator

An Azure Administrator is a professional responsible for implementing, monitoring, and maintaining Azure Solutions. He or she manages cloud infrastructure service instances and various cloud servers as well as sets up public and private cloud systems. 

AWS Solution Architect

An AWS Solution Architect is someone who specializes in developing and implementing cloud computing systems. He or she has a good understanding of the various aspects of cloud computing and can confidently deploy and manage their systems. He or she troubleshoots the issues and evaluates the risk from the third party. 

Computer Programmer

Careers in computer programming primarily refer to the systematic act of writing code and moreover include wider computer science areas. The word 'programmer' or 'coder' has entered into practice with the growing number of newly self-taught tech enthusiasts. Computer programming careers involve the use of designs created by software developers and engineers and transforming them into commands that can be implemented by computers. These commands result in regular usage of social media sites, word-processing applications and browsers.

ITSM Manager

Information security manager.

Individuals in the information security manager career path involves in overseeing and controlling all aspects of computer security. The IT security manager job description includes planning and carrying out security measures to protect the business data and information from corruption, theft, unauthorised access, and deliberate attack 

Business Intelligence Developer

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Open Access

Peer-reviewed

Research Article

Twenty years of gender equality research: A scoping review based on a new semantic indicator

Contributed equally to this work with: Paola Belingheri, Filippo Chiarello, Andrea Fronzetti Colladon, Paola Rovelli

Roles Conceptualization, Formal analysis, Funding acquisition, Visualization, Writing – original draft, Writing – review & editing

Affiliation Dipartimento di Ingegneria dell’Energia, dei Sistemi, del Territorio e delle Costruzioni, Università degli Studi di Pisa, Largo L. Lazzarino, Pisa, Italy

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Visualization, Writing – original draft, Writing – review & editing

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

* E-mail: [email protected]

Affiliations Department of Engineering, University of Perugia, Perugia, Italy, Department of Management, Kozminski University, Warsaw, Poland

Roles Conceptualization, Formal analysis, Funding acquisition, Writing – original draft, Writing – review & editing

Affiliation Faculty of Economics and Management, Centre for Family Business Management, Free University of Bozen-Bolzano, Bozen-Bolzano, Italy

• Paola Belingheri, 
• Filippo Chiarello, 
• Andrea Fronzetti Colladon, 
• Paola Rovelli

• Published: September 21, 2021
• https://doi.org/10.1371/journal.pone.0256474
• Reader Comments

9 Nov 2021: The PLOS ONE Staff (2021) Correction: Twenty years of gender equality research: A scoping review based on a new semantic indicator. PLOS ONE 16(11): e0259930. https://doi.org/10.1371/journal.pone.0259930 View correction

Gender equality is a major problem that places women at a disadvantage thereby stymieing economic growth and societal advancement. In the last two decades, extensive research has been conducted on gender related issues, studying both their antecedents and consequences. However, existing literature reviews fail to provide a comprehensive and clear picture of what has been studied so far, which could guide scholars in their future research. Our paper offers a scoping review of a large portion of the research that has been published over the last 22 years, on gender equality and related issues, with a specific focus on business and economics studies. Combining innovative methods drawn from both network analysis and text mining, we provide a synthesis of 15,465 scientific articles. We identify 27 main research topics, we measure their relevance from a semantic point of view and the relationships among them, highlighting the importance of each topic in the overall gender discourse. We find that prominent research topics mostly relate to women in the workforce–e.g., concerning compensation, role, education, decision-making and career progression. However, some of them are losing momentum, and some other research trends–for example related to female entrepreneurship, leadership and participation in the board of directors–are on the rise. Besides introducing a novel methodology to review broad literature streams, our paper offers a map of the main gender-research trends and presents the most popular and the emerging themes, as well as their intersections, outlining important avenues for future research.

Citation: Belingheri P, Chiarello F, Fronzetti Colladon A, Rovelli P (2021) Twenty years of gender equality research: A scoping review based on a new semantic indicator. PLoS ONE 16(9): e0256474. https://doi.org/10.1371/journal.pone.0256474

Editor: Elisa Ughetto, Politecnico di Torino, ITALY

Received: June 25, 2021; Accepted: August 6, 2021; Published: September 21, 2021

Copyright: © 2021 Belingheri et al. This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Data Availability: All relevant data are within the manuscript and its supporting information files. The only exception is the text of the abstracts (over 15,000) that we have downloaded from Scopus. These abstracts can be retrieved from Scopus, but we do not have permission to redistribute them.

Funding: P.B and F.C.: Grant of the Department of Energy, Systems, Territory and Construction of the University of Pisa (DESTEC) for the project “Measuring Gender Bias with Semantic Analysis: The Development of an Assessment Tool and its Application in the European Space Industry. P.B., F.C., A.F.C., P.R.: Grant of the Italian Association of Management Engineering (AiIG), “Misure di sostegno ai soci giovani AiIG” 2020, for the project “Gender Equality Through Data Intelligence (GEDI)”. F.C.: EU project ASSETs+ Project (Alliance for Strategic Skills addressing Emerging Technologies in Defence) EAC/A03/2018 - Erasmus+ programme, Sector Skills Alliances, Lot 3: Sector Skills Alliance for implementing a new strategic approach (Blueprint) to sectoral cooperation on skills G.A. NUMBER: 612678-EPP-1-2019-1-IT-EPPKA2-SSA-B.

Competing interests: The authors have declared that no competing interests exist.

Introduction

The persistent gender inequalities that currently exist across the developed and developing world are receiving increasing attention from economists, policymakers, and the general public [e.g., 1 – 3 ]. Economic studies have indicated that women’s education and entry into the workforce contributes to social and economic well-being [e.g., 4 , 5 ], while their exclusion from the labor market and from managerial positions has an impact on overall labor productivity and income per capita [ 6 , 7 ]. The United Nations selected gender equality, with an emphasis on female education, as part of the Millennium Development Goals [ 8 ], and gender equality at-large as one of the 17 Sustainable Development Goals (SDGs) to be achieved by 2030 [ 9 ]. These latter objectives involve not only developing nations, but rather all countries, to achieve economic, social and environmental well-being.

As is the case with many SDGs, gender equality is still far from being achieved and persists across education, access to opportunities, or presence in decision-making positions [ 7 , 10 , 11 ]. As we enter the last decade for the SDGs’ implementation, and while we are battling a global health pandemic, effective and efficient action becomes paramount to reach this ambitious goal.

Scholars have dedicated a massive effort towards understanding gender equality, its determinants, its consequences for women and society, and the appropriate actions and policies to advance women’s equality. Many topics have been covered, ranging from women’s education and human capital [ 12 , 13 ] and their role in society [e.g., 14 , 15 ], to their appointment in firms’ top ranked positions [e.g., 16 , 17 ] and performance implications [e.g., 18 , 19 ]. Despite some attempts, extant literature reviews provide a narrow view on these issues, restricted to specific topics–e.g., female students’ presence in STEM fields [ 20 ], educational gender inequality [ 5 ], the gender pay gap [ 21 ], the glass ceiling effect [ 22 ], leadership [ 23 ], entrepreneurship [ 24 ], women’s presence on the board of directors [ 25 , 26 ], diversity management [ 27 ], gender stereotypes in advertisement [ 28 ], or specific professions [ 29 ]. A comprehensive view on gender-related research, taking stock of key findings and under-studied topics is thus lacking.

Extant literature has also highlighted that gender issues, and their economic and social ramifications, are complex topics that involve a large number of possible antecedents and outcomes [ 7 ]. Indeed, gender equality actions are most effective when implemented in unison with other SDGs (e.g., with SDG 8, see [ 30 ]) in a synergetic perspective [ 10 ]. Many bodies of literature (e.g., business, economics, development studies, sociology and psychology) approach the problem of achieving gender equality from different perspectives–often addressing specific and narrow aspects. This sometimes leads to a lack of clarity about how different issues, circumstances, and solutions may be related in precipitating or mitigating gender inequality or its effects. As the number of papers grows at an increasing pace, this issue is exacerbated and there is a need to step back and survey the body of gender equality literature as a whole. There is also a need to examine synergies between different topics and approaches, as well as gaps in our understanding of how different problems and solutions work together. Considering the important topic of women’s economic and social empowerment, this paper aims to fill this gap by answering the following research question: what are the most relevant findings in the literature on gender equality and how do they relate to each other ?

To do so, we conduct a scoping review [ 31 ], providing a synthesis of 15,465 articles dealing with gender equity related issues published in the last twenty-two years, covering both the periods of the MDGs and the SDGs (i.e., 2000 to mid 2021) in all the journals indexed in the Academic Journal Guide’s 2018 ranking of business and economics journals. Given the huge amount of research conducted on the topic, we adopt an innovative methodology, which relies on social network analysis and text mining. These techniques are increasingly adopted when surveying large bodies of text. Recently, they were applied to perform analysis of online gender communication differences [ 32 ] and gender behaviors in online technology communities [ 33 ], to identify and classify sexual harassment instances in academia [ 34 ], and to evaluate the gender inclusivity of disaster management policies [ 35 ].

Applied to the title, abstracts and keywords of the articles in our sample, this methodology allows us to identify a set of 27 recurrent topics within which we automatically classify the papers. Introducing additional novelty, by means of the Semantic Brand Score (SBS) indicator [ 36 ] and the SBS BI app [ 37 ], we assess the importance of each topic in the overall gender equality discourse and its relationships with the other topics, as well as trends over time, with a more accurate description than that offered by traditional literature reviews relying solely on the number of papers presented in each topic.

This methodology, applied to gender equality research spanning the past twenty-two years, enables two key contributions. First, we extract the main message that each document is conveying and how this is connected to other themes in literature, providing a rich picture of the topics that are at the center of the discourse, as well as of the emerging topics. Second, by examining the semantic relationship between topics and how tightly their discourses are linked, we can identify the key relationships and connections between different topics. This semi-automatic methodology is also highly reproducible with minimum effort.

This literature review is organized as follows. In the next section, we present how we selected relevant papers and how we analyzed them through text mining and social network analysis. We then illustrate the importance of 27 selected research topics, measured by means of the SBS indicator. In the results section, we present an overview of the literature based on the SBS results–followed by an in-depth narrative analysis of the top 10 topics (i.e., those with the highest SBS) and their connections. Subsequently, we highlight a series of under-studied connections between the topics where there is potential for future research. Through this analysis, we build a map of the main gender-research trends in the last twenty-two years–presenting the most popular themes. We conclude by highlighting key areas on which research should focused in the future.

Our aim is to map a broad topic, gender equality research, that has been approached through a host of different angles and through different disciplines. Scoping reviews are the most appropriate as they provide the freedom to map different themes and identify literature gaps, thereby guiding the recommendation of new research agendas [ 38 ].

Several practical approaches have been proposed to identify and assess the underlying topics of a specific field using big data [ 39 – 41 ], but many of them fail without proper paper retrieval and text preprocessing. This is specifically true for a research field such as the gender-related one, which comprises the work of scholars from different backgrounds. In this section, we illustrate a novel approach for the analysis of scientific (gender-related) papers that relies on methods and tools of social network analysis and text mining. Our procedure has four main steps: (1) data collection, (2) text preprocessing, (3) keywords extraction and classification, and (4) evaluation of semantic importance and image.

Data collection

In this study, we analyze 22 years of literature on gender-related research. Following established practice for scoping reviews [ 42 ], our data collection consisted of two main steps, which we summarize here below.

Firstly, we retrieved from the Scopus database all the articles written in English that contained the term “gender” in their title, abstract or keywords and were published in a journal listed in the Academic Journal Guide 2018 ranking of the Chartered Association of Business Schools (CABS) ( https://charteredabs.org/wp-content/uploads/2018/03/AJG2018-Methodology.pdf ), considering the time period from Jan 2000 to May 2021. We used this information considering that abstracts, titles and keywords represent the most informative part of a paper, while using the full-text would increase the signal-to-noise ratio for information extraction. Indeed, these textual elements already demonstrated to be reliable sources of information for the task of domain lexicon extraction [ 43 , 44 ]. We chose Scopus as source of literature because of its popularity, its update rate, and because it offers an API to ease the querying process. Indeed, while it does not allow to retrieve the full text of scientific articles, the Scopus API offers access to titles, abstracts, citation information and metadata for all its indexed scholarly journals. Moreover, we decided to focus on the journals listed in the AJG 2018 ranking because we were interested in reviewing business and economics related gender studies only. The AJG is indeed widely used by universities and business schools as a reference point for journal and research rigor and quality. This first step, executed in June 2021, returned more than 55,000 papers.

In the second step–because a look at the papers showed very sparse results, many of which were not in line with the topic of this literature review (e.g., papers dealing with health care or medical issues, where the word gender indicates the gender of the patients)–we applied further inclusion criteria to make the sample more focused on the topic of this literature review (i.e., women’s gender equality issues). Specifically, we only retained those papers mentioning, in their title and/or abstract, both gender-related keywords (e.g., daughter, female, mother) and keywords referring to bias and equality issues (e.g., equality, bias, diversity, inclusion). After text pre-processing (see next section), keywords were first identified from a frequency-weighted list of words found in the titles, abstracts and keywords in the initial list of papers, extracted through text mining (following the same approach as [ 43 ]). They were selected by two of the co-authors independently, following respectively a bottom up and a top-down approach. The bottom-up approach consisted of examining the words found in the frequency-weighted list and classifying those related to gender and equality. The top-down approach consisted in searching in the word list for notable gender and equality-related words. Table 1 reports the sets of keywords we considered, together with some examples of words that were used to search for their presence in the dataset (a full list is provided in the S1 Text ). At end of this second step, we obtained a final sample of 15,465 relevant papers.

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https://doi.org/10.1371/journal.pone.0256474.t001

Text processing and keyword extraction

Text preprocessing aims at structuring text into a form that can be analyzed by statistical models. In the present section, we describe the preprocessing steps we applied to paper titles and abstracts, which, as explained below, partially follow a standard text preprocessing pipeline [ 45 ]. These activities have been performed using the R package udpipe [ 46 ].

The first step is n-gram extraction (i.e., a sequence of words from a given text sample) to identify which n-grams are important in the analysis, since domain-specific lexicons are often composed by bi-grams and tri-grams [ 47 ]. Multi-word extraction is usually implemented with statistics and linguistic rules, thus using the statistical properties of n-grams or machine learning approaches [ 48 ]. However, for the present paper, we used Scopus metadata in order to have a more effective and efficient n-grams collection approach [ 49 ]. We used the keywords of each paper in order to tag n-grams with their associated keywords automatically. Using this greedy approach, it was possible to collect all the keywords listed by the authors of the papers. From this list, we extracted only keywords composed by two, three and four words, we removed all the acronyms and rare keywords (i.e., appearing in less than 1% of papers), and we clustered keywords showing a high orthographic similarity–measured using a Levenshtein distance [ 50 ] lower than 2, considering these groups of keywords as representing same concepts, but expressed with different spelling. After tagging the n-grams in the abstracts, we followed a common data preparation pipeline that consists of the following steps: (i) tokenization, that splits the text into tokens (i.e., single words and previously tagged multi-words); (ii) removal of stop-words (i.e. those words that add little meaning to the text, usually being very common and short functional words–such as “and”, “or”, or “of”); (iii) parts-of-speech tagging, that is providing information concerning the morphological role of a word and its morphosyntactic context (e.g., if the token is a determiner, the next token is a noun or an adjective with very high confidence, [ 51 ]); and (iv) lemmatization, which consists in substituting each word with its dictionary form (or lemma). The output of the latter step allows grouping together the inflected forms of a word. For example, the verbs “am”, “are”, and “is” have the shared lemma “be”, or the nouns “cat” and “cats” both share the lemma “cat”. We preferred lemmatization over stemming [ 52 ] in order to obtain more interpretable results.

In addition, we identified a further set of keywords (with respect to those listed in the “keywords” field) by applying a series of automatic words unification and removal steps, as suggested in past research [ 53 , 54 ]. We removed: sparse terms (i.e., occurring in less than 0.1% of all documents), common terms (i.e., occurring in more than 10% of all documents) and retained only nouns and adjectives. It is relevant to notice that no document was lost due to these steps. We then used the TF-IDF function [ 55 ] to produce a new list of keywords. We additionally tested other approaches for the identification and clustering of keywords–such as TextRank [ 56 ] or Latent Dirichlet Allocation [ 57 ]–without obtaining more informative results.

Classification of research topics

To guide the literature analysis, two experts met regularly to examine the sample of collected papers and to identify the main topics and trends in gender research. Initially, they conducted brainstorming sessions on the topics they expected to find, due to their knowledge of the literature. This led to an initial list of topics. Subsequently, the experts worked independently, also supported by the keywords in paper titles and abstracts extracted with the procedure described above.

Considering all this information, each expert identified and clustered relevant keywords into topics. At the end of the process, the two assignments were compared and exhibited a 92% agreement. Another meeting was held to discuss discordant cases and reach a consensus. This resulted in a list of 27 topics, briefly introduced in Table 2 and subsequently detailed in the following sections.

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Evaluation of semantic importance

Working on the lemmatized corpus of the 15,465 papers included in our sample, we proceeded with the evaluation of semantic importance trends for each topic and with the analysis of their connections and prevalent textual associations. To this aim, we used the Semantic Brand Score indicator [ 36 ], calculated through the SBS BI webapp [ 37 ] that also produced a brand image report for each topic. For this study we relied on the computing resources of the ENEA/CRESCO infrastructure [ 58 ].

The Semantic Brand Score (SBS) is a measure of semantic importance that combines methods of social network analysis and text mining. It is usually applied for the analysis of (big) textual data to evaluate the importance of one or more brands, names, words, or sets of keywords [ 36 ]. Indeed, the concept of “brand” is intended in a flexible way and goes beyond products or commercial brands. In this study, we evaluate the SBS time-trends of the keywords defining the research topics discussed in the previous section. Semantic importance comprises the three dimensions of topic prevalence, diversity and connectivity. Prevalence measures how frequently a research topic is used in the discourse. The more a topic is mentioned by scientific articles, the more the research community will be aware of it, with possible increase of future studies; this construct is partly related to that of brand awareness [ 59 ]. This effect is even stronger, considering that we are analyzing the title, abstract and keywords of the papers, i.e. the parts that have the highest visibility. A very important characteristic of the SBS is that it considers the relationships among words in a text. Topic importance is not just a matter of how frequently a topic is mentioned, but also of the associations a topic has in the text. Specifically, texts are transformed into networks of co-occurring words, and relationships are studied through social network analysis [ 60 ]. This step is necessary to calculate the other two dimensions of our semantic importance indicator. Accordingly, a social network of words is generated for each time period considered in the analysis–i.e., a graph made of n nodes (words) and E edges weighted by co-occurrence frequency, with W being the set of edge weights. The keywords representing each topic were clustered into single nodes.

The construct of diversity relates to that of brand image [ 59 ], in the sense that it considers the richness and distinctiveness of textual (topic) associations. Considering the above-mentioned networks, we calculated diversity using the distinctiveness centrality metric–as in the formula presented by Fronzetti Colladon and Naldi [ 61 ].

Lastly, connectivity was measured as the weighted betweenness centrality [ 62 , 63 ] of each research topic node. We used the formula presented by Wasserman and Faust [ 60 ]. The dimension of connectivity represents the “brokerage power” of each research topic–i.e., how much it can serve as a bridge to connect other terms (and ultimately topics) in the discourse [ 36 ].

The SBS is the final composite indicator obtained by summing the standardized scores of prevalence, diversity and connectivity. Standardization was carried out considering all the words in the corpus, for each specific timeframe.

This methodology, applied to a large and heterogeneous body of text, enables to automatically identify two important sets of information that add value to the literature review. Firstly, the relevance of each topic in literature is measured through a composite indicator of semantic importance, rather than simply looking at word frequencies. This provides a much richer picture of the topics that are at the center of the discourse, as well as of the topics that are emerging in the literature. Secondly, it enables to examine the extent of the semantic relationship between topics, looking at how tightly their discourses are linked. In a field such as gender equality, where many topics are closely linked to each other and present overlaps in issues and solutions, this methodology offers a novel perspective with respect to traditional literature reviews. In addition, it ensures reproducibility over time and the possibility to semi-automatically update the analysis, as new papers become available.

Overview of main topics

In terms of descriptive textual statistics, our corpus is made of 15,465 text documents, consisting of a total of 2,685,893 lemmatized tokens (words) and 32,279 types. As a result, the type-token ratio is 1.2%. The number of hapaxes is 12,141, with a hapax-token ratio of 37.61%.

Fig 1 shows the list of 27 topics by decreasing SBS. The most researched topic is compensation , exceeding all others in prevalence, diversity, and connectivity. This means it is not only mentioned more often than other topics, but it is also connected to a greater number of other topics and is central to the discourse on gender equality. The next four topics are, in order of SBS, role , education , decision-making , and career progression . These topics, except for education , all concern women in the workforce. Between these first five topics and the following ones there is a clear drop in SBS scores. In particular, the topics that follow have a lower connectivity than the first five. They are hiring , performance , behavior , organization , and human capital . Again, except for behavior and human capital , the other three topics are purely related to women in the workforce. After another drop-off, the following topics deal prevalently with women in society. This trend highlights that research on gender in business journals has so far mainly paid attention to the conditions that women experience in business contexts, while also devoting some attention to women in society.

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Fig 2 shows the SBS time series of the top 10 topics. While there has been a general increase in the number of Scopus-indexed publications in the last decade, we notice that some SBS trends remain steady, or even decrease. In particular, we observe that the main topic of the last twenty-two years, compensation , is losing momentum. Since 2016, it has been surpassed by decision-making , education and role , which may indicate that literature is increasingly attempting to identify root causes of compensation inequalities. Moreover, in the last two years, the topics of hiring , performance , and organization are experiencing the largest importance increase.

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Fig 3 shows the SBS time trends of the remaining 17 topics (i.e., those not in the top 10). As we can see from the graph, there are some that maintain a steady trend–such as reputation , management , networks and governance , which also seem to have little importance. More relevant topics with average stationary trends (except for the last two years) are culture , family , and parenting . The feminine topic is among the most important here, and one of those that exhibit the larger variations over time (similarly to leadership ). On the other hand, the are some topics that, even if not among the most important, show increasing SBS trends; therefore, they could be considered as emerging topics and could become popular in the near future. These are entrepreneurship , leadership , board of directors , and sustainability . These emerging topics are also interesting to anticipate future trends in gender equality research that are conducive to overall equality in society.

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In addition to the SBS score of the different topics, the network of terms they are associated to enables to gauge the extent to which their images (textual associations) overlap or differ ( Fig 4 ).

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There is a central cluster of topics with high similarity, which are all connected with women in the workforce. The cluster includes topics such as organization , decision-making , performance , hiring , human capital , education and compensation . In addition, the topic of well-being is found within this cluster, suggesting that women’s equality in the workforce is associated to well-being considerations. The emerging topics of entrepreneurship and leadership are also closely connected with each other, possibly implying that leadership is a much-researched quality in female entrepreneurship. Topics that are relatively more distant include personality , politics , feminine , empowerment , management , board of directors , reputation , governance , parenting , masculine and network .

The following sections describe the top 10 topics and their main associations in literature (see Table 3 ), while providing a brief overview of the emerging topics.

https://doi.org/10.1371/journal.pone.0256474.t003

Compensation.

The topic of compensation is related to the topics of role , hiring , education and career progression , however, also sees a very high association with the words gap and inequality . Indeed, a well-known debate in degrowth economics centers around whether and how to adequately compensate women for their childbearing, childrearing, caregiver and household work [e.g., 30 ].

Even in paid work, women continue being offered lower compensations than their male counterparts who have the same job or cover the same role [ 64 – 67 ]. This severe inequality has been widely studied by scholars over the last twenty-two years. Dealing with this topic, some specific roles have been addressed. Specifically, research highlighted differences in compensation between female and male CEOs [e.g., 68 ], top executives [e.g., 69 ], and boards’ directors [e.g., 70 ]. Scholars investigated the determinants of these gaps, such as the gender composition of the board [e.g., 71 – 73 ] or women’s individual characteristics [e.g., 71 , 74 ].

Among these individual characteristics, education plays a relevant role [ 75 ]. Education is indeed presented as the solution for women, not only to achieve top executive roles, but also to reduce wage inequality [e.g., 76 , 77 ]. Past research has highlighted education influences on gender wage gaps, specifically referring to gender differences in skills [e.g., 78 ], college majors [e.g., 79 ], and college selectivity [e.g., 80 ].

Finally, the wage gap issue is strictly interrelated with hiring –e.g., looking at whether being a mother affects hiring and compensation [e.g., 65 , 81 ] or relating compensation to unemployment [e.g., 82 ]–and career progression –for instance looking at meritocracy [ 83 , 84 ] or the characteristics of the boss for whom women work [e.g., 85 ].

The roles covered by women have been deeply investigated. Scholars have focused on the role of women in their families and the society as a whole [e.g., 14 , 15 ], and, more widely, in business contexts [e.g., 18 , 81 ]. Indeed, despite still lagging behind their male counterparts [e.g., 86 , 87 ], in the last decade there has been an increase in top ranked positions achieved by women [e.g., 88 , 89 ]. Following this phenomenon, scholars have posed greater attention towards the presence of women in the board of directors [e.g., 16 , 18 , 90 , 91 ], given the increasing pressure to appoint female directors that firms, especially listed ones, have experienced. Other scholars have focused on the presence of women covering the role of CEO [e.g., 17 , 92 ] or being part of the top management team [e.g., 93 ]. Irrespectively of the level of analysis, all these studies tried to uncover the antecedents of women’s presence among top managers [e.g., 92 , 94 ] and the consequences of having a them involved in the firm’s decision-making –e.g., on performance [e.g., 19 , 95 , 96 ], risk [e.g., 97 , 98 ], and corporate social responsibility [e.g., 99 , 100 ].

Besides studying the difficulties and discriminations faced by women in getting a job [ 81 , 101 ], and, more specifically in the hiring , appointment, or career progression to these apical roles [e.g., 70 , 83 ], the majority of research of women’s roles dealt with compensation issues. Specifically, scholars highlight the pay-gap that still exists between women and men, both in general [e.g., 64 , 65 ], as well as referring to boards’ directors [e.g., 70 , 102 ], CEOs and executives [e.g., 69 , 103 , 104 ].

Finally, other scholars focused on the behavior of women when dealing with business. In this sense, particular attention has been paid to leadership and entrepreneurial behaviors. The former quite overlaps with dealing with the roles mentioned above, but also includes aspects such as leaders being stereotyped as masculine [e.g., 105 ], the need for greater exposure to female leaders to reduce biases [e.g., 106 ], or female leaders acting as queen bees [e.g., 107 ]. Regarding entrepreneurship , scholars mainly investigated women’s entrepreneurial entry [e.g., 108 , 109 ], differences between female and male entrepreneurs in the evaluations and funding received from investors [e.g., 110 , 111 ], and their performance gap [e.g., 112 , 113 ].

Education has long been recognized as key to social advancement and economic stability [ 114 ], for job progression and also a barrier to gender equality, especially in STEM-related fields. Research on education and gender equality is mostly linked with the topics of compensation , human capital , career progression , hiring , parenting and decision-making .

Education contributes to a higher human capital [ 115 ] and constitutes an investment on the part of women towards their future. In this context, literature points to the gender gap in educational attainment, and the consequences for women from a social, economic, personal and professional standpoint. Women are found to have less access to formal education and information, especially in emerging countries, which in turn may cause them to lose social and economic opportunities [e.g., 12 , 116 – 119 ]. Education in local and rural communities is also paramount to communicate the benefits of female empowerment , contributing to overall societal well-being [e.g., 120 ].

Once women access education, the image they have of the world and their place in society (i.e., habitus) affects their education performance [ 13 ] and is passed on to their children. These situations reinforce gender stereotypes, which become self-fulfilling prophecies that may negatively affect female students’ performance by lowering their confidence and heightening their anxiety [ 121 , 122 ]. Besides formal education, also the information that women are exposed to on a daily basis contributes to their human capital . Digital inequalities, for instance, stems from men spending more time online and acquiring higher digital skills than women [ 123 ].

Education is also a factor that should boost employability of candidates and thus hiring , career progression and compensation , however the relationship between these factors is not straightforward [ 115 ]. First, educational choices ( decision-making ) are influenced by variables such as self-efficacy and the presence of barriers, irrespectively of the career opportunities they offer, especially in STEM [ 124 ]. This brings additional difficulties to women’s enrollment and persistence in scientific and technical fields of study due to stereotypes and biases [ 125 , 126 ]. Moreover, access to education does not automatically translate into job opportunities for women and minority groups [ 127 , 128 ] or into female access to managerial positions [ 129 ].

Finally, parenting is reported as an antecedent of education [e.g., 130 ], with much of the literature focusing on the role of parents’ education on the opportunities afforded to children to enroll in education [ 131 – 134 ] and the role of parenting in their offspring’s perception of study fields and attitudes towards learning [ 135 – 138 ]. Parental education is also a predictor of the other related topics, namely human capital and compensation [ 139 ].

Decision-making.

This literature mainly points to the fact that women are thought to make decisions differently than men. Women have indeed different priorities, such as they care more about people’s well-being, working with people or helping others, rather than maximizing their personal (or their firm’s) gain [ 140 ]. In other words, women typically present more communal than agentic behaviors, which are instead more frequent among men [ 141 ]. These different attitude, behavior and preferences in turn affect the decisions they make [e.g., 142 ] and the decision-making of the firm in which they work [e.g., 143 ].

At the individual level, gender affects, for instance, career aspirations [e.g., 144 ] and choices [e.g., 142 , 145 ], or the decision of creating a venture [e.g., 108 , 109 , 146 ]. Moreover, in everyday life, women and men make different decisions regarding partners [e.g., 147 ], childcare [e.g., 148 ], education [e.g., 149 ], attention to the environment [e.g., 150 ] and politics [e.g., 151 ].

At the firm level, scholars highlighted, for example, how the presence of women in the board affects corporate decisions [e.g., 152 , 153 ], that female CEOs are more conservative in accounting decisions [e.g., 154 ], or that female CFOs tend to make more conservative decisions regarding the firm’s financial reporting [e.g., 155 ]. Nevertheless, firm level research also investigated decisions that, influenced by gender bias, affect women, such as those pertaining hiring [e.g., 156 , 157 ], compensation [e.g., 73 , 158 ], or the empowerment of women once appointed [ 159 ].

Career progression.

Once women have entered the workforce, the key aspect to achieve gender equality becomes career progression , including efforts toward overcoming the glass ceiling. Indeed, according to the SBS analysis, career progression is highly related to words such as work, social issues and equality. The topic with which it has the highest semantic overlap is role , followed by decision-making , hiring , education , compensation , leadership , human capital , and family .

Career progression implies an advancement in the hierarchical ladder of the firm, assigning managerial roles to women. Coherently, much of the literature has focused on identifying rationales for a greater female participation in the top management team and board of directors [e.g., 95 ] as well as the best criteria to ensure that the decision-makers promote the most valuable employees irrespectively of their individual characteristics, such as gender [e.g., 84 ]. The link between career progression , role and compensation is often provided in practice by performance appraisal exercises, frequently rooted in a culture of meritocracy that guides bonuses, salary increases and promotions. However, performance appraisals can actually mask gender-biased decisions where women are held to higher standards than their male colleagues [e.g., 83 , 84 , 95 , 160 , 161 ]. Women often have less opportunities to gain leadership experience and are less visible than their male colleagues, which constitute barriers to career advancement [e.g., 162 ]. Therefore, transparency and accountability, together with procedures that discourage discretionary choices, are paramount to achieve a fair career progression [e.g., 84 ], together with the relaxation of strict job boundaries in favor of cross-functional and self-directed tasks [e.g., 163 ].

In addition, a series of stereotypes about the type of leadership characteristics that are required for top management positions, which fit better with typical male and agentic attributes, are another key barrier to career advancement for women [e.g., 92 , 160 ].

Hiring is the entrance gateway for women into the workforce. Therefore, it is related to other workforce topics such as compensation , role , career progression , decision-making , human capital , performance , organization and education .

A first stream of literature focuses on the process leading up to candidates’ job applications, demonstrating that bias exists before positions are even opened, and it is perpetuated both by men and women through networking and gatekeeping practices [e.g., 164 , 165 ].

The hiring process itself is also subject to biases [ 166 ], for example gender-congruity bias that leads to men being preferred candidates in male-dominated sectors [e.g., 167 ], women being hired in positions with higher risk of failure [e.g., 168 ] and limited transparency and accountability afforded by written processes and procedures [e.g., 164 ] that all contribute to ascriptive inequality. In addition, providing incentives for evaluators to hire women may actually work to this end; however, this is not the case when supporting female candidates endangers higher-ranking male ones [ 169 ].

Another interesting perspective, instead, looks at top management teams’ composition and the effects on hiring practices, indicating that firms with more women in top management are less likely to lay off staff [e.g., 152 ].

Performance.

Several scholars posed their attention towards women’s performance, its consequences [e.g., 170 , 171 ] and the implications of having women in decision-making positions [e.g., 18 , 19 ].

At the individual level, research focused on differences in educational and academic performance between women and men, especially referring to the gender gap in STEM fields [e.g., 171 ]. The presence of stereotype threats–that is the expectation that the members of a social group (e.g., women) “must deal with the possibility of being judged or treated stereotypically, or of doing something that would confirm the stereotype” [ 172 ]–affects women’s interested in STEM [e.g., 173 ], as well as their cognitive ability tests, penalizing them [e.g., 174 ]. A stronger gender identification enhances this gap [e.g., 175 ], whereas mentoring and role models can be used as solutions to this problem [e.g., 121 ]. Despite the negative effect of stereotype threats on girls’ performance [ 176 ], female and male students perform equally in mathematics and related subjects [e.g., 177 ]. Moreover, while individuals’ performance at school and university generally affects their achievements and the field in which they end up working, evidence reveals that performance in math or other scientific subjects does not explain why fewer women enter STEM working fields; rather this gap depends on other aspects, such as culture, past working experiences, or self-efficacy [e.g., 170 ]. Finally, scholars have highlighted the penalization that women face for their positive performance, for instance when they succeed in traditionally male areas [e.g., 178 ]. This penalization is explained by the violation of gender-stereotypic prescriptions [e.g., 179 , 180 ], that is having women well performing in agentic areas, which are typical associated to men. Performance penalization can thus be overcome by clearly conveying communal characteristics and behaviors [ 178 ].

Evidence has been provided on how the involvement of women in boards of directors and decision-making positions affects firms’ performance. Nevertheless, results are mixed, with some studies showing positive effects on financial [ 19 , 181 , 182 ] and corporate social performance [ 99 , 182 , 183 ]. Other studies maintain a negative association [e.g., 18 ], and other again mixed [e.g., 184 ] or non-significant association [e.g., 185 ]. Also with respect to the presence of a female CEO, mixed results emerged so far, with some researches demonstrating a positive effect on firm’s performance [e.g., 96 , 186 ], while other obtaining only a limited evidence of this relationship [e.g., 103 ] or a negative one [e.g., 187 ].

Finally, some studies have investigated whether and how women’s performance affects their hiring [e.g., 101 ] and career progression [e.g., 83 , 160 ]. For instance, academic performance leads to different returns in hiring for women and men. Specifically, high-achieving men are called back significantly more often than high-achieving women, which are penalized when they have a major in mathematics; this result depends on employers’ gendered standards for applicants [e.g., 101 ]. Once appointed, performance ratings are more strongly related to promotions for women than men, and promoted women typically show higher past performance ratings than those of promoted men. This suggesting that women are subject to stricter standards for promotion [e.g., 160 ].

Behavioral aspects related to gender follow two main streams of literature. The first examines female personality and behavior in the workplace, and their alignment with cultural expectations or stereotypes [e.g., 188 ] as well as their impacts on equality. There is a common bias that depicts women as less agentic than males. Certain characteristics, such as those more congruent with male behaviors–e.g., self-promotion [e.g., 189 ], negotiation skills [e.g., 190 ] and general agentic behavior [e.g., 191 ]–, are less accepted in women. However, characteristics such as individualism in women have been found to promote greater gender equality in society [ 192 ]. In addition, behaviors such as display of emotions [e.g., 193 ], which are stereotypically female, work against women’s acceptance in the workplace, requiring women to carefully moderate their behavior to avoid exclusion. A counter-intuitive result is that women and minorities, which are more marginalized in the workplace, tend to be better problem-solvers in innovation competitions due to their different knowledge bases [ 194 ].

The other side of the coin is examined in a parallel literature stream on behavior towards women in the workplace. As a result of biases, prejudices and stereotypes, women may experience adverse behavior from their colleagues, such as incivility and harassment, which undermine their well-being [e.g., 195 , 196 ]. Biases that go beyond gender, such as for overweight people, are also more strongly applied to women [ 197 ].

Organization.

The role of women and gender bias in organizations has been studied from different perspectives, which mirror those presented in detail in the following sections. Specifically, most research highlighted the stereotypical view of leaders [e.g., 105 ] and the roles played by women within firms, for instance referring to presence in the board of directors [e.g., 18 , 90 , 91 ], appointment as CEOs [e.g., 16 ], or top executives [e.g., 93 ].

Scholars have investigated antecedents and consequences of the presence of women in these apical roles. On the one side they looked at hiring and career progression [e.g., 83 , 92 , 160 , 168 , 198 ], finding women typically disadvantaged with respect to their male counterparts. On the other side, they studied women’s leadership styles and influence on the firm’s decision-making [e.g., 152 , 154 , 155 , 199 ], with implications for performance [e.g., 18 , 19 , 96 ].

Human capital.

Human capital is a transverse topic that touches upon many different aspects of female gender equality. As such, it has the most associations with other topics, starting with education as mentioned above, with career-related topics such as role , decision-making , hiring , career progression , performance , compensation , leadership and organization . Another topic with which there is a close connection is behavior . In general, human capital is approached both from the education standpoint but also from the perspective of social capital.

The behavioral aspect in human capital comprises research related to gender differences for example in cultural and religious beliefs that influence women’s attitudes and perceptions towards STEM subjects [ 142 , 200 – 202 ], towards employment [ 203 ] or towards environmental issues [ 150 , 204 ]. These cultural differences also emerge in the context of globalization which may accelerate gender equality in the workforce [ 205 , 206 ]. Gender differences also appear in behaviors such as motivation [ 207 ], and in negotiation [ 190 ], and have repercussions on women’s decision-making related to their careers. The so-called gender equality paradox sees women in countries with lower gender equality more likely to pursue studies and careers in STEM fields, whereas the gap in STEM enrollment widens as countries achieve greater equality in society [ 171 ].

Career progression is modeled by literature as a choice-process where personal preferences, culture and decision-making affect the chosen path and the outcomes. Some literature highlights how women tend to self-select into different professions than men, often due to stereotypes rather than actual ability to perform in these professions [ 142 , 144 ]. These stereotypes also affect the perceptions of female performance or the amount of human capital required to equal male performance [ 110 , 193 , 208 ], particularly for mothers [ 81 ]. It is therefore often assumed that women are better suited to less visible and less leadership -oriented roles [ 209 ]. Women also express differing preferences towards work-family balance, which affect whether and how they pursue human capital gains [ 210 ], and ultimately their career progression and salary .

On the other hand, men are often unaware of gendered processes and behaviors that they carry forward in their interactions and decision-making [ 211 , 212 ]. Therefore, initiatives aimed at increasing managers’ human capital –by raising awareness of gender disparities in their organizations and engaging them in diversity promotion–are essential steps to counter gender bias and segregation [ 213 ].

Emerging topics: Leadership and entrepreneurship

Among the emerging topics, the most pervasive one is women reaching leadership positions in the workforce and in society. This is still a rare occurrence for two main types of factors, on the one hand, bias and discrimination make it harder for women to access leadership positions [e.g., 214 – 216 ], on the other hand, the competitive nature and high pressure associated with leadership positions, coupled with the lack of women currently represented, reduce women’s desire to achieve them [e.g., 209 , 217 ]. Women are more effective leaders when they have access to education, resources and a diverse environment with representation [e.g., 218 , 219 ].

One sector where there is potential for women to carve out a leadership role is entrepreneurship . Although at the start of the millennium the discourse on entrepreneurship was found to be “discriminatory, gender-biased, ethnocentrically determined and ideologically controlled” [ 220 ], an increasing body of literature is studying how to stimulate female entrepreneurship as an alternative pathway to wealth, leadership and empowerment [e.g., 221 ]. Many barriers exist for women to access entrepreneurship, including the institutional and legal environment, social and cultural factors, access to knowledge and resources, and individual behavior [e.g., 222 , 223 ]. Education has been found to raise women’s entrepreneurial intentions [e.g., 224 ], although this effect is smaller than for men [e.g., 109 ]. In addition, increasing self-efficacy and risk-taking behavior constitute important success factors [e.g., 225 ].

Finally, the topic of sustainability is worth mentioning, as it is the primary objective of the SDGs and is closely associated with societal well-being. As society grapples with the effects of climate change and increasing depletion of natural resources, a narrative has emerged on women and their greater link to the environment [ 226 ]. Studies in developed countries have found some support for women leaders’ attention to sustainability issues in firms [e.g., 227 – 229 ], and smaller resource consumption by women [ 230 ]. At the same time, women will likely be more affected by the consequences of climate change [e.g., 230 ] but often lack the decision-making power to influence local decision-making on resource management and environmental policies [e.g., 231 ].

Research gaps and conclusions

Research on gender equality has advanced rapidly in the past decades, with a steady increase in publications, both in mainstream topics related to women in education and the workforce, and in emerging topics. Through a novel approach combining methods of text mining and social network analysis, we examined a comprehensive body of literature comprising 15,465 papers published between 2000 and mid 2021 on topics related to gender equality. We identified a set of 27 topics addressed by the literature and examined their connections.

At the highest level of abstraction, it is worth noting that papers abound on the identification of issues related to gender inequalities and imbalances in the workforce and in society. Literature has thoroughly examined the (unconscious) biases, barriers, stereotypes, and discriminatory behaviors that women are facing as a result of their gender. Instead, there are much fewer papers that discuss or demonstrate effective solutions to overcome gender bias [e.g., 121 , 143 , 145 , 163 , 194 , 213 , 232 ]. This is partly due to the relative ease in studying the status quo, as opposed to studying changes in the status quo. However, we observed a shift in the more recent years towards solution seeking in this domain, which we strongly encourage future researchers to focus on. In the future, we may focus on collecting and mapping pro-active contributions to gender studies, using additional Natural Language Processing techniques, able to measure the sentiment of scientific papers [ 43 ].

All of the mainstream topics identified in our literature review are closely related, and there is a wealth of insights looking at the intersection between issues such as education and career progression or human capital and role . However, emerging topics are worthy of being furtherly explored. It would be interesting to see more work on the topic of female entrepreneurship , exploring aspects such as education , personality , governance , management and leadership . For instance, how can education support female entrepreneurship? How can self-efficacy and risk-taking behaviors be taught or enhanced? What are the differences in managerial and governance styles of female entrepreneurs? Which personality traits are associated with successful entrepreneurs? Which traits are preferred by venture capitalists and funding bodies?

The emerging topic of sustainability also deserves further attention, as our society struggles with climate change and its consequences. It would be interesting to see more research on the intersection between sustainability and entrepreneurship , looking at how female entrepreneurs are tackling sustainability issues, examining both their business models and their company governance . In addition, scholars are suggested to dig deeper into the relationship between family values and behaviors.

Moreover, it would be relevant to understand how women’s networks (social capital), or the composition and structure of social networks involving both women and men, enable them to increase their remuneration and reach top corporate positions, participate in key decision-making bodies, and have a voice in communities. Furthermore, the achievement of gender equality might significantly change firm networks and ecosystems, with important implications for their performance and survival.

Similarly, research at the nexus of (corporate) governance , career progression , compensation and female empowerment could yield useful insights–for example discussing how enterprises, institutions and countries are managed and the impact for women and other minorities. Are there specific governance structures that favor diversity and inclusion?

Lastly, we foresee an emerging stream of research pertaining how the spread of the COVID-19 pandemic challenged women, especially in the workforce, by making gender biases more evident.

For our analysis, we considered a set of 15,465 articles downloaded from the Scopus database (which is the largest abstract and citation database of peer-reviewed literature). As we were interested in reviewing business and economics related gender studies, we only considered those papers published in journals listed in the Academic Journal Guide (AJG) 2018 ranking of the Chartered Association of Business Schools (CABS). All the journals listed in this ranking are also indexed by Scopus. Therefore, looking at a single database (i.e., Scopus) should not be considered a limitation of our study. However, future research could consider different databases and inclusion criteria.

With our literature review, we offer researchers a comprehensive map of major gender-related research trends over the past twenty-two years. This can serve as a lens to look to the future, contributing to the achievement of SDG5. Researchers may use our study as a starting point to identify key themes addressed in the literature. In addition, our methodological approach–based on the use of the Semantic Brand Score and its webapp–could support scholars interested in reviewing other areas of research.

Supporting information

S1 text. keywords used for paper selection..

https://doi.org/10.1371/journal.pone.0256474.s001

Acknowledgments

The computing resources and the related technical support used for this work have been provided by CRESCO/ENEAGRID High Performance Computing infrastructure and its staff. CRESCO/ENEAGRID High Performance Computing infrastructure is funded by ENEA, the Italian National Agency for New Technologies, Energy and Sustainable Economic Development and by Italian and European research programmes (see http://www.cresco.enea.it/english for information).

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5 Women Empowerment Essays Everybody Should Read

What does “women’s empowerment” mean? It refers to the process of giving women control over their choices and access to the opportunities and resources that allow them to thrive. While there’s been progress, gender inequality remains a persistent issue in the world. Empowering women politically, socially, economically, educationally, and psychologically helps narrow the gap. Here are five essays about women’s empowerment that everyone should read:

Women’s Movements and Feminist Activism (2019)

Amanda Gouws & Azille Coetzee

This editorial from the “Empowering women for gender equity” issue of the journal Agenda explores the issue’s themes. It gives a big picture view of the topics within. The issue is dedicated to women’s movements and activism primarily in South Africa, but also other African countries. New women’s movements focus on engaging with institutional policies and running campaigns for more female representation in government. Some barriers make activism work harder, such as resistance from men and funding, If you’re interested in the whole issue, this editorial provides a great summary of the main points, so you can decide if you want to read further.

Agenda is an African peer-viewed academic journal focusing on feminism. It was established in 1987. It publishes articles and other entries, and tutors young writers.

5 Powerful Ways Women Can Empower Other Women (2020)

Pavitra Raja

Originally published during Women’s History Month, this piece explores five initiatives spearheaded by women in the Schwab Foundation for Social Entrepreneurship community. Created by women for women, these innovations demonstrate what’s possible when women harness their skills and empower each other. The initiatives featured in this article embrace technology, education, training programs, and more.

Pavitra Raja is the Community Manager for social entrepreneurs in Europe, North America, and Latin America. She’s consulted with the UN Economic Commission for Europe and also has experience in legal affairs and policy in the private and public sectors.

The Key to Improving Women’s Health in Developing Countries (2019)

Because of gender inequality, women’s health is affected around the world. Factors like a lower income than men, more responsibilities at home, and less education impact health. This is most clear in developing countries. How can this be addressed? This essay states that empowerment is the key. When giving authority and control over their own lives, women thrive and contribute more to the world. It’s important that programs seeking to end gender inequality focus on empowerment, and not “rescue.” Treating women like victims is not the answer.

Axa is a leading global insurer, covering more than 100 million customers in 57 countries. On their website, they say they strive for the collective good by working on prevention issues, fighting climate change, and prioritizing protection. The company has existed for over 200 years.

Empowering Women Is Smart Economics (2012)

Ana Revenga and Sudhir Shetty

What are the benefits of women’s empowerment? This article presents the argument that closing gender gaps doesn’t only serve women, it’s good for countries as a whole. Gender equality boosts economic productivity, makes institutions more representative, and makes life better for future generations. This piece gives a good overview of the state of the world (the data is a bit old, but things have not changed significantly) and explores policy implications. It’s based on the World Bank’s World Development Report in 2012 on gender equality and development.

Ana Revenga and Sudhir Shetty both worked at the World Bank at the time this article was originally published. Revenga was the Sector Director of Human Development, Europe and Central Asia. Shetty (who still works at the World Bank in a different role) was the Sector Director, Poverty Reduction and Economic Management, East Asia and Pacific.

The Side Of Female Empowerment We Aren’t Talking About Enough (2017)

Tamara Schwarting

In this era of female empowerment, women are being told they can do anything, but can they? It isn’t because women aren’t capable. There just aren’t enough hours in the day. As this article says, women have “more to do but no more time to do it.” The pressure is overwhelming. Is the image of a woman who can “do it all” unrealistic? What can a modern woman do to manage a high-stakes life? This essay digs into some solutions, which include examining expectations and doing self-checks.

Tamara Schwarting is the CEO of 1628 LTD, a co-working community space of independent professionals in Ohio. She’s also an executive-level consultant in supply chain purchasing and business processes. She describes herself as an “urbanist” and has a passion for creative, empowering work environments.

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Essay on Gender Equality: Break Stereotypes

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• Feb 19, 2024

Gender equality refers to equal opportunities for both men and women. It is the state of having equal access to resources for everyone regardless of their sex. There is a huge disparity in the number of opportunities available for men and women. Gender equality is an important social issue which requires an adequate amount of attention from everybody.

Social issue topics like gender equality are often part of academic writing, most importantly essay writing. Students are given the task of writing an essay on gender equality, where their understanding of the topic and proficiency in English are measured. So, to help students with their essays on gender equality, we have listed down some essay samples. These essays on gender equality samples will provide you with creative ideas, that you can add to your essay topics.

Master the art of essay writing with our blog on How to Write an Essay in English .

Also Read: Essay on Women Empowerment: Samples & Useful Tips

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Sample essay on gender equality in 100 words, sample essay on gender equality in 200 words, sample essay on gender equality in 300 words, gender equality paragraph.

‘Gender equality is the cornerstone of a progressive society. It grants everyone the same rights and opportunities irrespective of gender. Gender discrimination continues to limit the potential of countless individuals all over the world. To overcome gender-based discrimination that limits the potential of an individual, society must recognize that every person, regardless of gender, possesses unique talents and abilities that deserve equal recognition and opportunities. In a world where diversity is celebrated, gender should be no exception. By overcoming gender bias we pave the way for a more inclusive, progressive, and harmonious world.’

Also Read:   Women’s Equality Day 2023: History, Theme, Significance

‘Gender equality is a fundamental human right that should be embraced by all. It goes beyond mere parity between men and women; it encompasses the elimination of stereotypes, biases, and discrimination that hinder anyone from realizing their full potential. Achieving gender equality is not just a moral imperative; it also benefits society as a whole. When women and men have equal opportunities in education, employment, and leadership roles, economies thrive, communities prosper, and peace prevails.

Gender equality extends beyond basic rights; it embodies the struggle for a world where gender ceases to be a determining factor in one’s opportunities or treatment. It’s a call to arms against harmful stereotypes and prejudices that persist in our societies. It’s about nurturing an environment where everyone, regardless of gender, can thrive, pursue their ambitions, and contribute their talents to the fullest.

The fight for gender equality is far from over. Unequal pay, underrepresentation of women in leadership roles, and gender-based violence are stark reminders of the challenges we face. We must dismantle these barriers, foster inclusivity, and promote diversity in all aspects of life.’

Also Read: What are Human Rights?

‘Gender equality is not just an abstract concept; it’s a critical aspect of human rights that affects individuals’ daily lives. Achieving gender equality necessitates systemic changes across society, politics, and the economy. It begins with recognizing that gender disparities are deeply rooted in our history, culture, and institutions, and it requires a concerted effort to uproot them.

To bridge the gender gap, we must first address the root causes of inequality. Stereotypes that dictate traditional gender roles must be challenged. Education plays a pivotal role in this endeavour, as it equips individuals with the knowledge and critical thinking skills to question existing norms. Moreover, it empowers women and men to make informed choices about their lives and careers.

One of the most urgent challenges is combatting gender-based violence. Millions of women and girls worldwide suffer from physical, sexual, or psychological violence simply because of their gender. Achieving gender equality means creating a world where no one lives in fear or faces violence due to their gender identity.

Gender equality encompasses not only equal rights but also equal opportunities, respect, and the freedom to express one’s identity without fear or prejudice. The fight for gender equality is a collective responsibility. It requires dismantling patriarchal norms and embracing diversity. It requires a shift in mindset, proactive policies, and unwavering commitment. When we embrace gender equality, we unlock the full potential of half the world’s population, creating a brighter, fairer future for all.

In conclusion, gender equality is not just a lofty ideal but an urgent necessity. It’s about reshaping our world into one where every individual, regardless of their gender, has the same rights and opportunities. Achieving gender equality requires a collective effort to change not only policies but also attitudes, cultures, and social norms.’

Ans. 1 One example of Gender equality is receiving equal pay for equivalent work, irrespective of one’s gender. It also involves ensuring that women do not face repercussions upon their return to work after taking maternity leave, for instance.

Ans. 2 India has supported Sustainable Development Goals and one of the sustainable goals is Gender Equality. India as a country believes in Gender Equality and longs for an impartial and unbiased society. The government of India has also taken many initiatives like Beti Padhao Beti Bachao.

Ans. 3. Gender discrimination is an obstruction in the path of development. Hence becomes one of the challenges to gender equality. With this, child marriage, domestic violence, and sexual abuse are some more challenges to gender equality.

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Speech: Gender equality – just, prudent, and essential for everything we all aspire to

Closing remarks by un under-secretary-general and un women executive director sima bahous to the 68th session of the commission on the status of women, un headquarters, 27 march 2024..

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[As delivered.]

You have arrived at Agreed Conclusions for CSW68 [the 68th session of the Commission on the Status of Women] —congratulations! As the world was watching, you showed the very best of the multilateral system, and you came together to advance critical normative work for women and girls everywhere. You have recognized the inequalities that impact the lives of women and girls living in poverty and the solutions we have and we need to address them.

And you agreed that these inequalities do not define us, but that we are defined by wanting to urgently overcome them.

You adopted robust Agreed Conclusions [advance unedited version] , a blueprint that envisages a world with greater financial inclusion, increased spending on social protection, increased stability, equal opportunities, and great hope, rights, and freedoms for women and girls everywhere. A world that will no longer accept that one in ten women lives in poverty. A world that will accelerate the investment in women and girls and that urgently pursues the realization of the fundamental rights of all women and girls to live in peace and prosperity everywhere.

This is a special moment. I thank you all for your dedication and determination to bring this CSW68 to a successful close.

I thank His Excellency Ambassador Antonio Manuel Revilla Lagdameo of the Philippines for his able leadership as Chair of the Commission, together with the very able Vice Chairs, their Excellencies Ms. Yoka Brandt of the Netherlands, Ms. María Florencia González of Argentina, Mr. Māris Burbergs of Latvia, and Ms. Dúnia Eloisa Pires do Canto from Cabo Verde.

A special deep appreciation goes to Her Excellency Ms. Yoka Brandt of the Netherlands for her most skilful facilitation. Her Excellency, you would agree, shepherded you with grace and determination to reach the Agreed Conclusions. I also would like to thank her able team, in particular Robin De Vogel, for their support.

The Agreed Conclusions will only have value in as much as their implementation in countries makes a difference in the lives of women and girls, and in as much as they contribute to accelerating progress on the SDGs [Sustainable Development Goals] . We are a mere six years away from 2030. Gender equality remains our best chance to reach them.

I hope that you will use the Agreed Conclusions as you discuss the Pact for the Future , and that you will be bold and ambitious in advancing them, as we head to the Summit of the Future in September, to the Fourth International Conference on Financing for Development in 2025, and, of course, the 30th anniversary of the adoption of the Beijing Declaration and Platform for Action next year.

This year’s CSW had two heads of state, three vice-presidents, and more than 100 ministers in attendance. Nearly 4,000 delegates in total contributed to the different deliberations.

We had a record number of close to 5,000 civil society representatives, the second highest number we have ever recorded. We saw more than 1,000 side events and parallel events. Partners came together to share experiences and dreams, and also to recommit.

And we benefitted from the creativity, energy, and substantive contributions from the youth delegates, including adolescent girls, who brought a fresh perspective to this year’s CSW . Upholding the Youth Forum and youth space is integral to our work here, which should be strengthened as part of the official Programme of Work of this Commission.

We also welcomed the adoption of the Resolution on women, the girl child, and HIV and AIDS , led by SADC [the Southern African Development Community], and commend Member States’ commitment to increase investment in gender equality and the empowerment of women in the HIV response.

It is not my wish to dampen this moment. Yet, in a world of cascading crises, de-democratization, gender equality backlash, and restricted civic spaces, women and girls will continue to be disproportionately impacted.

It makes the work you have done here all the more important.

I opened this CSW calling for a ceasefire in Gaza . I close it by reiterating this call and the call of the Security Council two days ago, for an immediate ceasefire, unhindered access to humanitarian assistance, the release of all hostages, and for peace. Sustainable, just peace for all women and girls everywhere must be our collective priority. In Gaza, in Sudan, in Haiti, in Ukraine, and elsewhere in the world.

UN Women stands with every woman and girl everywhere who is facing the scourge and the consequences of war and conflict.

We stand with all women peacebuilders, negotiators, human rights defenders who continue to pursue justice for women and girls—often at high personal cost.

As we close this session, we begin to turn our attention to next year when you will discuss 30 years since the adoption of the Beijing Platform for Action .

The scale of our ambitions, your ambitions for Beijing plus 30, must match the scale of our and your responsibility to achieve equality for every woman and girl, in all their diversity, not in 300 years, not in 100 years, not in 50 years, but urgently—now. There is much work to be done and much reward in doing it.

I look forward to working with the new CSW Bureau who will take this forward.

So, let us leave this room as collective champions for gender equality. Let us find new ways to do more, together, to accelerate progress and strengthen our partnerships.

And let us make the case, powerfully, for equality. Let the world hear what we have asserted over the past two weeks: that gender equality is just and prudent, and essential for everything we all aspire to.

I thank you.

• 2030 Agenda for Sustainable Development
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• Financing for gender equality
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How will Sam Mostyn’s career-long advocacy shape her role as governor general?

Gender equality, social justice and giving a voice to those who go unheard have been the hallmarks of a long career spanning law, business and advocacy

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The gender equality advocate Prof Rae Cooper was initially shocked when she saw her colleague and friend, Samantha Mostyn, had been announced as Australia’s next governor general.

“I sent quite a few expletive-laden texts to various people, including the [incoming] governor general,” Cooper said.

But once the initial surprise passed, it made complete sense to Cooper, who has worked with Mostyn for a decade, including with the Women’s Economic Equality taskforce established by the Albanese government in late 2022 .

“I think from my work with Sam over the last decade, she’s strategic, clever and an elevator of voices of people who ordinarily don’t get one,” Cooper said. “And she’s an influencer par excellence.

Sign up for Guardian Australia’s free morning and afternoon email newsletters for your daily news roundup

“She’ll bring all of that to the role, and she will do the governor general’s role quite differently to the way that anyone else has ever done it.

“She takes very seriously issues around inclusion and social justice and she works very hard to stay very true to her values .”

Mostyn, who will succeed the former senior army officer David Hurley to become Australia’s 28th governor general, started her professional life as an associate in the New South Wales supreme court of appeal.

She has been a board member or chair of some of the country’s most recognisable companies and nonprofits, including Transurban, Virgin Australia, Citibank Australia, Beyond Blue and the AFL, where she was the first female commissioner. She also worked for several Labor ministers, including the former prime minister Paul Keating.

In 2021, Mostyn was appointed an officer of the Order of Australia for distinguished service to business, the community and women.

Another gender equality advocate, the businesswoman Wendy McCarthy, who has known Mostyn since she was at university, said the incoming governor general first learned the value of public service through her father’s career.

Mostyn was born into an army family and lived wherever her father’s service took her parents and three younger sisters: from the United States and Canada to Adelaide, Melbourne and then eventually back to Canberra.

McCarthy said Mostyn took that experience and applied it to every aspect of her working life. “She’s also a lifelong learner,” McCarthy said.

“She’s capable of removing the scales from her eyes when she’s got the facts and a lot of people aren’t, they still hang on to past prejudices.

“She does have that capacity, which I think is not only endearing, I think it shows high integrity.”

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While Mostyn’s appointment was welcomed by both sides of politics, the rightwing lobby group Advance was among those that criticised Mostyn’s support for the voice referendum and previous references to Australia Day as “Invasion Day” in now deleted social media posts. Separately, she has also expressed support for a republic.

Some of Mostyn’s contemporaries suggested she wouldn’t waver in her strongly held beliefs and will use her experience and convictions to guide her.

“She certainly doesn’t shy away from things when they’re difficult,” Georgie Dent, the executive director of The Parenthood, said.

“She’s got a really unique depth and breadth of experience. She has done a lot of things and she’s done them really well and for a decent period of time. And I don’t know if we’ve had a governor general with that particular set of experiences.”

The CEO of the Australian Council of Social Service, Prof Cassandra Goldie, described Mostyn as “warm and engaging”, someone who has “a unique ability to work alongside and bring together people across the great diversity of the Australia community”.

The former prime minister Paul Keating, who acted as one of Mostyn’s earliest bosses, said his former senior communications policy adviser was “a distinguished communitarian with a complex range of interests”.

“And with those interests, experience,” he said. “Accordingly, that experience and those interests additionally qualify her beyond her innate ability, values and sense of the world for such an exalted position.”

Cooper said that in her past roles one of Mostyn’s traits was to encourage those she was representing to speak for themselves. “Rather than put herself at the centre of her advocacy, [Mostyn] tries to elevate the voices of the people she’s attempting to speak for,” Cooper said. “And I think she’ll do a very good job of that in this role.”

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Sensible Ways to Fight Terrorism

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To the Editor:

Re “ The West Still Hasn’t Figured Out How to Beat ISIS ,” by Christopher P. Costa and Colin P. Clarke (Opinion guest essay, April 1):

Two clear lessons have emerged in the decade since ISIS exploded on the world scene. First, as the authors note, pulling all U.S. troops and intelligence assets from fragile conflict zones is a boon to globalized terror movements. Despite political promises, the full U.S. withdrawal from Iraq in 2011 and Afghanistan in 2021 did not “end” those wars; it transformed them into more complex and potentially more deadly challenges.

Second, we must reckon with the underlying grievances that make violent anti-Western ideologies, including militant jihadism, attractive to so many in the first place. These include the ill effects of globalization, and a “rules-based” world order increasingly insensitive to the needs of developing countries and regions.

Simply maintaining a military or intelligence presence in terror hot spots does nothing to reduce the sticky recruiting power of militant movements. Unless the United States and its allies and partners begin offering tangible policies that counter jihadi ideology and propaganda, we will just continue attacking the symptoms, not the causes.

Stuart Gottlieb New York The writer teaches American foreign policy and international security at Columbia University.

The Islamic State’s territorial caliphate in Iraq and Syria may have been eliminated years ago, but as Christopher P. Costa and Colin P. Clarke write, the terrorist group itself is very much in business. ISIS-K, its branch in Afghanistan, has conducted two large-scale external attacks over the last two months — one in Iran that killed more than 80 people and another near Moscow that took the lives of more than 130.

If the United States and its allies haven’t found a way to defeat ISIS-K in its entirety, it’s because terrorism itself is an enemy that can’t be defeated in the traditional sense of the term. This is why the war on terror framework, initiated under the George W. Bush administration immediately after the 9/11 attacks, was such poor terminology. Terrorism is going to be with us for as long as humanity exists.

Viewed this way, terrorism is a conflict management problem, not one that can be solved. While this may sound defeatist to many, it’s also the coldhearted truth. Assuming otherwise risks enacting policies, like invading whole countries (Iraq and Afghanistan), that are likely to create even more anti-U.S. terrorism than we started with.

Of course, all countries should remain vigilant. Terrorism will continue to be a part of the threat environment. The U.S. intelligence community must ensure that its counterterrorism infrastructure is well resourced and continues to focus on areas, like Afghanistan, where the U.S. no longer has a troop presence. But for the U.S., a big part of the solution is keeping our ambitions realistic and prioritizing among terrorist threats lest the system gets overloaded or pulled in too many directions at once.

While all terrorism is tragic, not all terrorist groups are created equal. Local and even regional groups with local objectives aren’t as important to the U.S. as groups that have transnational aims and the capabilities to strike U.S. targets. This, combined with keeping a cool head instead of trafficking in threat inflation, is key to a successful response.

Daniel R. DePetris New Rochelle, N.Y. The writer is a fellow at Defense Priorities, a foreign policy think tank in Washington.

Re “ Earthquake Rattles Northeast, but Little Damage Is Reported ” (live updates, nytimes.com, April 5):

I’m lying in bed Friday morning, on 14th Street in Manhattan. Suddenly I feel and see the bed start to shake!

My first thought — OMG, I’m in “The Exorcist.” Then an alert on my phone tells me that it’s an earthquake in New York City.

Frankly, I’m not sure which one scared me more.

Steven Doloff New York

Re “ Kennedy Calls Biden Bigger Threat to Democracy Than Trump ” (news article, April 3):

Robert F. Kennedy Jr.’s concern about the Biden administration’s “censorship” of misinformation might be viewed as legitimate if the American public demonstrated more responsibility about fact-checking what they see and hear on social media and other information platforms masquerading as legitimate sources of news.

Sadly, many in this country, and indeed the world, have abdicated responsibility for being factually informed about current events. As long as bad actors have unfettered access to social media platforms, it will be necessary to “censor” the misinformation they claim as fact. The world has become the proverbial crowded theater where one cannot yell “fire.”

Helen Ogden Pacific Grove, Calif.

Re “ The Great Struggle for Liberalism ,” by David Brooks (column, March 29):

In face of growing populism at home and abroad, Mr. Brooks issues a cri de coeur on behalf of liberal democracy and democratic capitalism, which provide the means to a “richer, fuller and more dynamic life.”

His impassioned plea for “we the people” of these United States to experience a sense of common purpose, to build a society in which culture is celebrated and families thrive, is made despite existential challenges to American liberalism:

1) We do not share an overarching belief in who we are as a people, as a nation.

2) Trust in our three branches of government, in checks and balances, is broken amid warring partisanship.

3) There is, for many, as Mr. Brooks notes, an “absence of meaning, belonging and recognition” that drives a tilt to authoritarianism in search of the restoration of “cultural, moral and civic stability” by any means necessary.

The ballot box in a free and open society allows for choice, and there are those who, in exercising their right to vote, would choose to cancel the aspirational hopes of the preamble to our Constitution.

David Brooks sees the full measure of the choices facing America and the world in 2024. Do we?

Michael Katz Washington

Re “ New Ways to Bring Wealth to Nations ,” by Patricia Cohen (news analysis, Business, April 4):

Ms. Cohen is right to argue that the service sector will be the key to economic growth in the future. However, it’s essential to consider what service jobs are — and who will be doing them.

Of course, the service industry includes office workers in tech hubs like Bengaluru, as highlighted by Ms. Cohen. Currently, these jobs are held predominantly by men, so to spur inclusive growth, employers and governments must make sure women have equal access.

But the service sector also includes hundreds of millions of people — mostly women — who are teachers and who care for children, older people and those with disabilities and illnesses. To seize the opportunity ahead, governments must position care jobs as careers of the future for women and men, alongside tech jobs. This requires making sure these positions provide good pay and working conditions.

If the goal is sustainable growth, the best approach leverages the critical care sector to generate income in the short run and prepare healthy, well-educated young people, which maintains progress in the long run.

Anita Zaidi Seattle The writer is president of the Bill & Melinda Gates Foundation’s Gender Equality Division.