The Writing Center • University of North Carolina at Chapel Hill

Conclusions

What this handout is about.

This handout will explain the functions of conclusions, offer strategies for writing effective ones, help you evaluate conclusions you’ve drafted, and suggest approaches to avoid.

About conclusions

Introductions and conclusions can be difficult to write, but they’re worth investing time in. They can have a significant influence on a reader’s experience of your paper.

Just as your introduction acts as a bridge that transports your readers from their own lives into the “place” of your analysis, your conclusion can provide a bridge to help your readers make the transition back to their daily lives. Such a conclusion will help them see why all your analysis and information should matter to them after they put the paper down.

Your conclusion is your chance to have the last word on the subject. The conclusion allows you to have the final say on the issues you have raised in your paper, to synthesize your thoughts, to demonstrate the importance of your ideas, and to propel your reader to a new view of the subject. It is also your opportunity to make a good final impression and to end on a positive note.

Your conclusion can go beyond the confines of the assignment. The conclusion pushes beyond the boundaries of the prompt and allows you to consider broader issues, make new connections, and elaborate on the significance of your findings.

Your conclusion should make your readers glad they read your paper. Your conclusion gives your reader something to take away that will help them see things differently or appreciate your topic in personally relevant ways. It can suggest broader implications that will not only interest your reader, but also enrich your reader’s life in some way. It is your gift to the reader.

Strategies for writing an effective conclusion

One or more of the following strategies may help you write an effective conclusion:

  • Play the “So What” Game. If you’re stuck and feel like your conclusion isn’t saying anything new or interesting, ask a friend to read it with you. Whenever you make a statement from your conclusion, ask the friend to say, “So what?” or “Why should anybody care?” Then ponder that question and answer it. Here’s how it might go: You: Basically, I’m just saying that education was important to Douglass. Friend: So what? You: Well, it was important because it was a key to him feeling like a free and equal citizen. Friend: Why should anybody care? You: That’s important because plantation owners tried to keep slaves from being educated so that they could maintain control. When Douglass obtained an education, he undermined that control personally. You can also use this strategy on your own, asking yourself “So What?” as you develop your ideas or your draft.
  • Return to the theme or themes in the introduction. This strategy brings the reader full circle. For example, if you begin by describing a scenario, you can end with the same scenario as proof that your essay is helpful in creating a new understanding. You may also refer to the introductory paragraph by using key words or parallel concepts and images that you also used in the introduction.
  • Synthesize, don’t summarize. Include a brief summary of the paper’s main points, but don’t simply repeat things that were in your paper. Instead, show your reader how the points you made and the support and examples you used fit together. Pull it all together.
  • Include a provocative insight or quotation from the research or reading you did for your paper.
  • Propose a course of action, a solution to an issue, or questions for further study. This can redirect your reader’s thought process and help them to apply your info and ideas to their own life or to see the broader implications.
  • Point to broader implications. For example, if your paper examines the Greensboro sit-ins or another event in the Civil Rights Movement, you could point out its impact on the Civil Rights Movement as a whole. A paper about the style of writer Virginia Woolf could point to her influence on other writers or on later feminists.

Strategies to avoid

  • Beginning with an unnecessary, overused phrase such as “in conclusion,” “in summary,” or “in closing.” Although these phrases can work in speeches, they come across as wooden and trite in writing.
  • Stating the thesis for the very first time in the conclusion.
  • Introducing a new idea or subtopic in your conclusion.
  • Ending with a rephrased thesis statement without any substantive changes.
  • Making sentimental, emotional appeals that are out of character with the rest of an analytical paper.
  • Including evidence (quotations, statistics, etc.) that should be in the body of the paper.

Four kinds of ineffective conclusions

  • The “That’s My Story and I’m Sticking to It” Conclusion. This conclusion just restates the thesis and is usually painfully short. It does not push the ideas forward. People write this kind of conclusion when they can’t think of anything else to say. Example: In conclusion, Frederick Douglass was, as we have seen, a pioneer in American education, proving that education was a major force for social change with regard to slavery.
  • The “Sherlock Holmes” Conclusion. Sometimes writers will state the thesis for the very first time in the conclusion. You might be tempted to use this strategy if you don’t want to give everything away too early in your paper. You may think it would be more dramatic to keep the reader in the dark until the end and then “wow” them with your main idea, as in a Sherlock Holmes mystery. The reader, however, does not expect a mystery, but an analytical discussion of your topic in an academic style, with the main argument (thesis) stated up front. Example: (After a paper that lists numerous incidents from the book but never says what these incidents reveal about Douglass and his views on education): So, as the evidence above demonstrates, Douglass saw education as a way to undermine the slaveholders’ power and also an important step toward freedom.
  • The “America the Beautiful”/”I Am Woman”/”We Shall Overcome” Conclusion. This kind of conclusion usually draws on emotion to make its appeal, but while this emotion and even sentimentality may be very heartfelt, it is usually out of character with the rest of an analytical paper. A more sophisticated commentary, rather than emotional praise, would be a more fitting tribute to the topic. Example: Because of the efforts of fine Americans like Frederick Douglass, countless others have seen the shining beacon of light that is education. His example was a torch that lit the way for others. Frederick Douglass was truly an American hero.
  • The “Grab Bag” Conclusion. This kind of conclusion includes extra information that the writer found or thought of but couldn’t integrate into the main paper. You may find it hard to leave out details that you discovered after hours of research and thought, but adding random facts and bits of evidence at the end of an otherwise-well-organized essay can just create confusion. Example: In addition to being an educational pioneer, Frederick Douglass provides an interesting case study for masculinity in the American South. He also offers historians an interesting glimpse into slave resistance when he confronts Covey, the overseer. His relationships with female relatives reveal the importance of family in the slave community.

Works consulted

We consulted these works while writing this handout. This is not a comprehensive list of resources on the handout’s topic, and we encourage you to do your own research to find additional publications. Please do not use this list as a model for the format of your own reference list, as it may not match the citation style you are using. For guidance on formatting citations, please see the UNC Libraries citation tutorial . We revise these tips periodically and welcome feedback.

Douglass, Frederick. 1995. Narrative of the Life of Frederick Douglass, an American Slave, Written by Himself. New York: Dover.

Hamilton College. n.d. “Conclusions.” Writing Center. Accessed June 14, 2019. https://www.hamilton.edu//academics/centers/writing/writing-resources/conclusions .

Holewa, Randa. 2004. “Strategies for Writing a Conclusion.” LEO: Literacy Education Online. Last updated February 19, 2004. https://leo.stcloudstate.edu/acadwrite/conclude.html.

You may reproduce it for non-commercial use if you use the entire handout and attribute the source: The Writing Center, University of North Carolina at Chapel Hill

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Conclusions

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This resource outlines the generally accepted structure for introductions, body paragraphs, and conclusions in an academic argument paper. Keep in mind that this resource contains guidelines and not strict rules about organization. Your structure needs to be flexible enough to meet the requirements of your purpose and audience.

Conclusions wrap up what you have been discussing in your paper. After moving from general to specific information in the introduction and body paragraphs, your conclusion should begin pulling back into more general information that restates the main points of your argument. Conclusions may also call for action or overview future possible research. The following outline may help you conclude your paper:

In a general way,

  • Restate your topic and why it is important,
  • Restate your thesis/claim,
  • Address opposing viewpoints and explain why readers should align with your position,
  • Call for action or overview future research possibilities.

Remember that once you accomplish these tasks, unless otherwise directed by your instructor, you are finished. Done. Complete. Don't try to bring in new points or end with a whiz bang(!) conclusion or try to solve world hunger in the final sentence of your conclusion. Simplicity is best for a clear, convincing message.

The preacher's maxim is one of the most effective formulas to follow for argument papers:

Tell what you're going to tell them (introduction).

Tell them (body).

Tell them what you told them (conclusion).

In a short paper—even a research paper—you don’t need to provide an exhaustive summary as part of your conclusion. But you do need to make some kind of transition between your final body paragraph and your concluding paragraph. This may come in the form of a few sentences of summary. Or it may come in the form of a sentence that brings your readers back to your thesis or main idea and reminds your readers where you began and how far you have traveled.

So, for example, in a paper about the relationship between ADHD and rejection sensitivity, Vanessa Roser begins by introducing readers to the fact that researchers have studied the relationship between the two conditions and then provides her explanation of that relationship. Here’s her thesis: “While socialization may indeed be an important factor in RS, I argue that individuals with ADHD may also possess a neurological predisposition to RS that is exacerbated by the differing executive and emotional regulation characteristic of ADHD.”

In her final paragraph, Roser reminds us of where she started by echoing her thesis: “This literature demonstrates that, as with many other conditions, ADHD and RS share a delicately intertwined pattern of neurological similarities that is rooted in the innate biology of an individual’s mind, a connection that cannot be explained in full by the behavioral mediation hypothesis.”  

Highlight the “so what”  

At the beginning of your paper, you explain to your readers what’s at stake—why they should care about the argument you’re making. In your conclusion, you can bring readers back to those stakes by reminding them why your argument is important in the first place. You can also draft a few sentences that put those stakes into a new or broader context.

In the conclusion to her paper about ADHD and RS, Roser echoes the stakes she established in her introduction—that research into connections between ADHD and RS has led to contradictory results, raising questions about the “behavioral mediation hypothesis.”

She writes, “as with many other conditions, ADHD and RS share a delicately intertwined pattern of neurological similarities that is rooted in the innate biology of an individual’s mind, a connection that cannot be explained in full by the behavioral mediation hypothesis.”  

Leave your readers with the “now what”  

After the “what” and the “so what,” you should leave your reader with some final thoughts. If you have written a strong introduction, your readers will know why you have been arguing what you have been arguing—and why they should care. And if you’ve made a good case for your thesis, then your readers should be in a position to see things in a new way, understand new questions, or be ready for something that they weren’t ready for before they read your paper.

In her conclusion, Roser offers two “now what” statements. First, she explains that it is important to recognize that the flawed behavioral mediation hypothesis “seems to place a degree of fault on the individual. It implies that individuals with ADHD must have elicited such frequent or intense rejection by virtue of their inadequate social skills, erasing the possibility that they may simply possess a natural sensitivity to emotion.” She then highlights the broader implications for treatment of people with ADHD, noting that recognizing the actual connection between rejection sensitivity and ADHD “has profound implications for understanding how individuals with ADHD might best be treated in educational settings, by counselors, family, peers, or even society as a whole.”

To find your own “now what” for your essay’s conclusion, try asking yourself these questions:

  • What can my readers now understand, see in a new light, or grapple with that they would not have understood in the same way before reading my paper? Are we a step closer to understanding a larger phenomenon or to understanding why what was at stake is so important?  
  • What questions can I now raise that would not have made sense at the beginning of my paper? Questions for further research? Other ways that this topic could be approached?  
  • Are there other applications for my research? Could my questions be asked about different data in a different context? Could I use my methods to answer a different question?  
  • What action should be taken in light of this argument? What action do I predict will be taken or could lead to a solution?  
  • What larger context might my argument be a part of?  

What to avoid in your conclusion  

  • a complete restatement of all that you have said in your paper.  
  • a substantial counterargument that you do not have space to refute; you should introduce counterarguments before your conclusion.  
  • an apology for what you have not said. If you need to explain the scope of your paper, you should do this sooner—but don’t apologize for what you have not discussed in your paper.  
  • fake transitions like “in conclusion” that are followed by sentences that aren’t actually conclusions. (“In conclusion, I have now demonstrated that my thesis is correct.”)
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Academic English UK

 Academic Conclusion

A conclusion is often separated into three key parts: A thesis, a summary of main ideas and a future focus (recommendation, prediction, solution).

Conclusion video

A short 6-minute video on how to write an academic conclusion. A basic 3-part conclusion structure and example paragraph.

The basic structure of a conclusion

conclusion structure

An example: a model conclusion

This image highlights the three parts of a conclusion: the thesis, the summary and a future prediction.

Conclusion example

Example phrases

These phrases will help you to construct your paragraph clearly.

Conclusions:

In conclusion,, to conclude,, recommendation  / suggestion:, the evidence suggests that …, therefore, it is recommended that … /, governments should…., the findings of this study suggest that …, prediction:  , one prediction is that…, if this continues, it could lead to…, an implication of this is the possibility that …, there is, therefore, a definite need for ……, there are a number of important changes which need to be made…, another important practical implication is that …, m ore conclusion phrases : click here, conclusion lesson, terms & conditions of use, conclusions – the basics.

This is  a great lesson to introduce and practice writing conclusions. It begins with identifying key  components of a  conclusion, then offers valuable writing practice of summarising key points, restating a thesis and creating ideas for a future focus. It finishes with using an essay outline to write a whole conclusion. ( Example )   Time: 180mins     Level *** ** [ B1/B2/C1] TEACHER MEMBERSHIP  / INSTITUTIONAL MEMBERSHIP

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Introductions: how to write an academic introduction, this lesson / worksheet presents the key sections to an academic introduction. it then focuses on highlighting those key sections in three model introductions with particular attention to the thesis (question / topics / stance) and finally finishes with writing an introduction using a range of titles.  example   level: ** *** [b1/b2/c1]   teacher membership  / institutional membership.

Webpage link: Introductions

Thesis Statements: How to write a thesis statement

This lesson / worksheet presents the key sections to an academic introduction. It focuses on different writing structures using words like however, although, despite and then includes a writing task. Students write three thesis statements using the introduction models.  Example   Level: ** *** [B1/B2/C1]   / TEACHER MEMBERSHIP  / INSTITUTIONAL MEMBERSHIP

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Basic Paragraph analysis:  corporate social responsibility (CSR)

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In academic writing, a well-crafted conclusion can provide the final word on the value of your analysis, research, or paper. Complete your conclusions with conviction!

Conclusions show readers the value of your completely developed argument or thoroughly answered question. Consider the conclusion from the reader’s perspective. At the end of a paper, a reader wants to know how to benefit from the work you accomplished in your paper. Here are ways to think about the purpose of a conclusion:

  • To connect the paper’s findings to a larger context, such as the wider conversation about an issue as it is presented in a course or in other published writing.
  • To suggest the implications of your findings or the importance of the topic.
  • To ask questions or suggest ideas for further research.
  • To revisit your main idea or research question with new insight.

Should you summarize?

Consider what readers can keep track of in their heads. If your paper is long or complex, some summary of your key points will remind readers of the ground you’ve covered. If your paper is short, your readers may not need a summary. In any paper, you’ll want to push beyond mere summary to suggest the implications or applications of your work.

How do you start drafting a conclusion?

Effective conclusions take the paper beyond summary and demonstrate a further appreciation of the paper’s argument and its significance: why it works, why it is meaningful, and why it is valuable. To get started, you might ask yourself these questions:

  • How do the ideas in your paper connect to what you have discussed in class, or to what scholars have written in their treatment of your topic?
  • What new ideas have you added to the conversation? What ideas do you critique?
  • What are the limitations of your data, methods, or results?
  • What are the consequences of the strongest idea that comes out of your paper?
  • How can you return to the question or situation you describe in your introduction?

Mechanical engineering

From Mounting methodologies to measure EUV reticle nonflatness (SPIE Proceedings 7470, 2009), by UW–Madison Professor Roxanne L. Engelstad’s lab. Notice how Battula et al. explain the limitations of their findings, and identify specific future developments that would make their proposal more accurately testable.

The horizontal whiffle tree mount should have performed the best considering the kinematics of the 16 support points, as well as theoretically displaying the least amount of gravitational distortions. However, due to possible friction at the pivoted joints and the current tolerances on the whiffle tree system, there were difficulties in using this mount. At this time, the process of averaging the measurements taken at four vertical orientations appears to be the best approach.

Gender and Women’s Studies

From Examining Millie and Christine McKoy: Where Enslavement and Enfreakment Meet (Signs 37, 2011), by UW–Madison Professor Ellen Samuels. Notice how Samuels’s conclusion briefly summarizes her article’s main claims before turning to the consequences of her strongest claims.

While there are still many questions left unanswered about the McKoys, and many possible truths to be drawn from their lives, I have aimed in this article to establish that at least two things are not true: the tale of the beneficent and beloved slaveowners and the resigned, downcast expression on Millie’s face in the altered picture. Moreover, I contend that turning away from historical legacies as complex and dangerous as those of enslavement and enfreakment keeps us from being able to understand them and to imagine different futures. We need to develop paradigms of analysis that allow us to perceive and interpret both the radical empowerment of the McKoys’ lives and the oppressions that are no less fundamental to their story. Such an analysis must allow for dissonance, contradictions, and even discomfort in its gaze. Only then can we move forward with the work of shaping new representations and new possibilities for extraordinary bodily experience.

Legal writing

From UW–Madison Law Professor Andrew B. Coan’s Judicial Capacity and the Substance of Constitutional Law (2012). Notice how this conclusion emphasizes the significance of the topic under consideration.

Judicial capacity has been too long misunderstood and too long neglected. It is a central institutional characteristic of the judiciary, which has significant predictive power in important constitutional domains and also significant normative implications. It deserves consideration from constitutional theorists on par with that accorded to judicial competence and judicial independence. Indeed, it is crucial to a full understanding of both of these much-discussed institutional features of the judiciary.

conclusion model for assignment

Writing Process and Structure

This is an accordion element with a series of buttons that open and close related content panels.

Getting Started with Your Paper

Interpreting Writing Assignments from Your Courses

Generating Ideas for Your Paper

Creating an Argument

Thesis vs. Purpose Statements

Developing a Thesis Statement

Architecture of Arguments

Working with Sources

Quoting and Paraphrasing Sources

Using Literary Quotations

Citing Sources in Your Paper

Drafting Your Paper

Introductions

Paragraphing

Developing Strategic Transitions

Conclusions

Revising Your Paper

Peer Reviews

Reverse Outlines

Revising an Argumentative Paper

Revision Strategies for Longer Projects

Finishing Your Paper

Twelve Common Errors: An Editing Checklist

How to Proofread your Paper

Writing Collaboratively

Collaborative and Group Writing

conclusion model for assignment

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Writing a Paper: Conclusions

Writing a conclusion.

A conclusion is an important part of the paper; it provides closure for the reader while reminding the reader of the contents and importance of the paper. It accomplishes this by stepping back from the specifics in order to view the bigger picture of the document. In other words, it is reminding the reader of the main argument. For most course papers, it is usually one paragraph that simply and succinctly restates the main ideas and arguments, pulling everything together to help clarify the thesis of the paper. A conclusion does not introduce new ideas; instead, it should clarify the intent and importance of the paper. It can also suggest possible future research on the topic.

An Easy Checklist for Writing a Conclusion

It is important to remind the reader of the thesis of the paper so he is reminded of the argument and solutions you proposed.
Think of the main points as puzzle pieces, and the conclusion is where they all fit together to create a bigger picture. The reader should walk away with the bigger picture in mind.
Make sure that the paper places its findings in the context of real social change.
Make sure the reader has a distinct sense that the paper has come to an end. It is important to not leave the reader hanging. (You don’t want her to have flip-the-page syndrome, where the reader turns the page, expecting the paper to continue. The paper should naturally come to an end.)
No new ideas should be introduced in the conclusion. It is simply a review of the material that is already present in the paper. The only new idea would be the suggesting of a direction for future research.

Conclusion Example

As addressed in my analysis of recent research, the advantages of a later starting time for high school students significantly outweigh the disadvantages. A later starting time would allow teens more time to sleep--something that is important for their physical and mental health--and ultimately improve their academic performance and behavior. The added transportation costs that result from this change can be absorbed through energy savings. The beneficial effects on the students’ academic performance and behavior validate this decision, but its effect on student motivation is still unknown. I would encourage an in-depth look at the reactions of students to such a change. This sort of study would help determine the actual effects of a later start time on the time management and sleep habits of students.

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17 Essay Conclusion Examples (Copy and Paste)

essay conclusion examples and definition, explained below

Essay conclusions are not just extra filler. They are important because they tie together your arguments, then give you the chance to forcefully drive your point home.

I created the 5 Cs conclusion method to help you write essay conclusions:

Essay Conclusion Example

I’ve previously produced the video below on how to write a conclusion that goes over the above image.

The video follows the 5 C’s method ( you can read about it in this post ), which doesn’t perfectly match each of the below copy-and-paste conclusion examples, but the principles are similar, and can help you to write your own strong conclusion:

💡 New! Try this AI Prompt to Generate a Sample 5Cs Conclusion This is my essay: [INSERT ESSAY WITHOUT THE CONCLUSION]. I want you to write a conclusion for this essay. In the first sentence of the conclusion, return to a statement I made in the introduction. In the second sentence, reiterate the thesis statement I have used. In the third sentence, clarify how my final position is relevant to the Essay Question, which is [ESSAY QUESTION]. In the fourth sentence, explain who should be interested in my findings. In the fifth sentence, end by noting in one final, engaging sentence why this topic is of such importance.

Remember: The prompt can help you generate samples but you can’t submit AI text for assessment. Make sure you write your conclusion in your own words.

Essay Conclusion Examples

Below is a range of copy-and-paste essay conclusions with gaps for you to fill-in your topic and key arguments. Browse through for one you like (there are 17 for argumentative, expository, compare and contrast, and critical essays). Once you’ve found one you like, copy it and add-in the key points to make it your own.

1. Argumentative Essay Conclusions

The arguments presented in this essay demonstrate the significant importance of _____________. While there are some strong counterarguments, such as ____________, it remains clear that the benefits/merits of _____________ far outweigh the potential downsides. The evidence presented throughout the essay strongly support _____________. In the coming years, _____________ will be increasingly important. Therefore, continual advocacy for the position presented in this essay will be necessary, especially due to its significant implications for _____________.

Version 1 Filled-In

The arguments presented in this essay demonstrate the significant importance of fighting climate change. While there are some strong counterarguments, such as the claim that it is too late to stop catastrophic change, it remains clear that the merits of taking drastic action far outweigh the potential downsides. The evidence presented throughout the essay strongly support the claim that we can at least mitigate the worst effects. In the coming years, intergovernmental worldwide agreements will be increasingly important. Therefore, continual advocacy for the position presented in this essay will be necessary, especially due to its significant implications for humankind.

chris

As this essay has shown, it is clear that the debate surrounding _____________ is multifaceted and highly complex. While there are strong arguments opposing the position that _____________, there remains overwhelming evidence to support the claim that _____________. A careful analysis of the empirical evidence suggests that _____________ not only leads to ____________, but it may also be a necessity for _____________. Moving forward, _____________ should be a priority for all stakeholders involved, as it promises a better future for _____________. The focus should now shift towards how best to integrate _____________ more effectively into society.

Version 2 Filled-In

As this essay has shown, it is clear that the debate surrounding climate change is multifaceted and highly complex. While there are strong arguments opposing the position that we should fight climate change, there remains overwhelming evidence to support the claim that action can mitigate the worst effects. A careful analysis of the empirical evidence suggests that strong action not only leads to better economic outcomes in the long term, but it may also be a necessity for preventing climate-related deaths. Moving forward, carbon emission mitigation should be a priority for all stakeholders involved, as it promises a better future for all. The focus should now shift towards how best to integrate smart climate policies more effectively into society.

Based upon the preponderance of evidence, it is evident that _____________ holds the potential to significantly alter/improve _____________. The counterarguments, while noteworthy, fail to diminish the compelling case for _____________. Following an examination of both sides of the argument, it has become clear that _____________ presents the most effective solution/approach to _____________. Consequently, it is imperative that society acknowledge the value of _____________ for developing a better  _____________. Failing to address this topic could lead to negative outcomes, including _____________.

Version 3 Filled-In

Based upon the preponderance of evidence, it is evident that addressing climate change holds the potential to significantly improve the future of society. The counterarguments, while noteworthy, fail to diminish the compelling case for immediate climate action. Following an examination of both sides of the argument, it has become clear that widespread and urgent social action presents the most effective solution to this pressing problem. Consequently, it is imperative that society acknowledge the value of taking immediate action for developing a better environment for future generations. Failing to address this topic could lead to negative outcomes, including more extreme climate events and greater economic externalities.

See Also: Examples of Counterarguments

On the balance of evidence, there is an overwhelming case for _____________. While the counterarguments offer valid points that are worth examining, they do not outweigh or overcome the argument that _____________. An evaluation of both perspectives on this topic concludes that _____________ is the most sufficient option for  _____________. The implications of embracing _____________ do not only have immediate benefits, but they also pave the way for a more _____________. Therefore, the solution of _____________ should be actively pursued by _____________.

Version 4 Filled-In

On the balance of evidence, there is an overwhelming case for immediate tax-based action to mitigate the effects of climate change. While the counterarguments offer valid points that are worth examining, they do not outweigh or overcome the argument that action is urgently necessary. An evaluation of both perspectives on this topic concludes that taking societal-wide action is the most sufficient option for  achieving the best results. The implications of embracing a society-wide approach like a carbon tax do not only have immediate benefits, but they also pave the way for a more healthy future. Therefore, the solution of a carbon tax or equivalent policy should be actively pursued by governments.

2. Expository Essay Conclusions

Overall, it is evident that _____________ plays a crucial role in _____________. The analysis presented in this essay demonstrates the clear impact of _____________ on _____________. By understanding the key facts about _____________, practitioners/society are better equipped to navigate _____________. Moving forward, further exploration of _____________ will yield additional insights and information about _____________. As such, _____________ should remain a focal point for further discussions and studies on _____________.

Overall, it is evident that social media plays a crucial role in harming teenagers’ mental health. The analysis presented in this essay demonstrates the clear impact of social media on young people. By understanding the key facts about the ways social media cause young people to experience body dysmorphia, teachers and parents are better equipped to help young people navigate online spaces. Moving forward, further exploration of the ways social media cause harm will yield additional insights and information about how it can be more sufficiently regulated. As such, the effects of social media on youth should remain a focal point for further discussions and studies on youth mental health.

To conclude, this essay has explored the multi-faceted aspects of _____________. Through a careful examination of _____________, this essay has illuminated its significant influence on _____________. This understanding allows society to appreciate the idea that _____________. As research continues to emerge, the importance of _____________ will only continue to grow. Therefore, an understanding of _____________ is not merely desirable, but imperative for _____________.

To conclude, this essay has explored the multi-faceted aspects of globalization. Through a careful examination of globalization, this essay has illuminated its significant influence on the economy, cultures, and society. This understanding allows society to appreciate the idea that globalization has both positive and negative effects. As research continues to emerge, the importance of studying globalization will only continue to grow. Therefore, an understanding of globalization’s effects is not merely desirable, but imperative for judging whether it is good or bad.

Reflecting on the discussion, it is clear that _____________ serves a pivotal role in _____________. By delving into the intricacies of _____________, we have gained valuable insights into its impact and significance. This knowledge will undoubtedly serve as a guiding principle in _____________. Moving forward, it is paramount to remain open to further explorations and studies on _____________. In this way, our understanding and appreciation of _____________ can only deepen and expand.

Reflecting on the discussion, it is clear that mass media serves a pivotal role in shaping public opinion. By delving into the intricacies of mass media, we have gained valuable insights into its impact and significance. This knowledge will undoubtedly serve as a guiding principle in shaping the media landscape. Moving forward, it is paramount to remain open to further explorations and studies on how mass media impacts society. In this way, our understanding and appreciation of mass media’s impacts can only deepen and expand.

In conclusion, this essay has shed light on the importance of _____________ in the context of _____________. The evidence and analysis provided underscore the profound effect _____________ has on _____________. The knowledge gained from exploring _____________ will undoubtedly contribute to more informed and effective decisions in _____________. As we continue to progress, the significance of understanding _____________ will remain paramount. Hence, we should strive to deepen our knowledge of _____________ to better navigate and influence _____________.

In conclusion, this essay has shed light on the importance of bedside manner in the context of nursing. The evidence and analysis provided underscore the profound effect compassionate bedside manner has on patient outcome. The knowledge gained from exploring nurses’ bedside manner will undoubtedly contribute to more informed and effective decisions in nursing practice. As we continue to progress, the significance of understanding nurses’ bedside manner will remain paramount. Hence, we should strive to deepen our knowledge of this topic to better navigate and influence patient outcomes.

See More: How to Write an Expository Essay

3. Compare and Contrast Essay Conclusion

While both _____________ and _____________ have similarities such as _____________, they also have some very important differences in areas like _____________. Through this comparative analysis, a broader understanding of _____________ and _____________ has been attained. The choice between the two will largely depend on _____________. For example, as highlighted in the essay, ____________. Despite their differences, both _____________ and _____________ have value in different situations.

While both macrosociology and microsociology have similarities such as their foci on how society is structured, they also have some very important differences in areas like their differing approaches to research methodologies. Through this comparative analysis, a broader understanding of macrosociology and microsociology has been attained. The choice between the two will largely depend on the researcher’s perspective on how society works. For example, as highlighted in the essay, microsociology is much more concerned with individuals’ experiences while macrosociology is more concerned with social structures. Despite their differences, both macrosociology and microsociology have value in different situations.

It is clear that _____________ and _____________, while seeming to be different, have shared characteristics in _____________. On the other hand, their contrasts in _____________ shed light on their unique features. The analysis provides a more nuanced comprehension of these subjects. In choosing between the two, consideration should be given to _____________. Despite their disparities, it’s crucial to acknowledge the importance of both when it comes to _____________.

It is clear that behaviorism and consructivism, while seeming to be different, have shared characteristics in their foci on knowledge acquisition over time. On the other hand, their contrasts in ideas about the role of experience in learning shed light on their unique features. The analysis provides a more nuanced comprehension of these subjects. In choosing between the two, consideration should be given to which approach works best in which situation. Despite their disparities, it’s crucial to acknowledge the importance of both when it comes to student education.

Reflecting on the points discussed, it’s evident that _____________ and _____________ share similarities such as _____________, while also demonstrating unique differences, particularly in _____________. The preference for one over the other would typically depend on factors such as _____________. Yet, regardless of their distinctions, both _____________ and _____________ play integral roles in their respective areas, significantly contributing to _____________.

Reflecting on the points discussed, it’s evident that red and orange share similarities such as the fact they are both ‘hot colors’, while also demonstrating unique differences, particularly in their social meaning (red meaning danger and orange warmth). The preference for one over the other would typically depend on factors such as personal taste. Yet, regardless of their distinctions, both red and orange play integral roles in their respective areas, significantly contributing to color theory.

Ultimately, the comparison and contrast of _____________ and _____________ have revealed intriguing similarities and notable differences. Differences such as _____________ give deeper insights into their unique and shared qualities. When it comes to choosing between them, _____________ will likely be a deciding factor. Despite these differences, it is important to remember that both _____________ and _____________ hold significant value within the context of _____________, and each contributes to _____________ in its own unique way.

Ultimately, the comparison and contrast of driving and flying have revealed intriguing similarities and notable differences. Differences such as their differing speed to destination give deeper insights into their unique and shared qualities. When it comes to choosing between them, urgency to arrive at the destination will likely be a deciding factor. Despite these differences, it is important to remember that both driving and flying hold significant value within the context of air transit, and each contributes to facilitating movement in its own unique way.

See Here for More Compare and Contrast Essay Examples

4. Critical Essay Conclusion

In conclusion, the analysis of _____________ has unveiled critical aspects related to _____________. While there are strengths in _____________, its limitations are equally telling. This critique provides a more informed perspective on _____________, revealing that there is much more beneath the surface. Moving forward, the understanding of _____________ should evolve, considering both its merits and flaws.

In conclusion, the analysis of flow theory has unveiled critical aspects related to motivation and focus. While there are strengths in achieving a flow state, its limitations are equally telling. This critique provides a more informed perspective on how humans achieve motivation, revealing that there is much more beneath the surface. Moving forward, the understanding of flow theory of motivation should evolve, considering both its merits and flaws.

To conclude, this critical examination of _____________ sheds light on its multi-dimensional nature. While _____________ presents notable advantages, it is not without its drawbacks. This in-depth critique offers a comprehensive understanding of _____________. Therefore, future engagements with _____________ should involve a balanced consideration of its strengths and weaknesses.

To conclude, this critical examination of postmodern art sheds light on its multi-dimensional nature. While postmodernism presents notable advantages, it is not without its drawbacks. This in-depth critique offers a comprehensive understanding of how it has contributed to the arts over the past 50 years. Therefore, future engagements with postmodern art should involve a balanced consideration of its strengths and weaknesses.

Upon reflection, the critique of _____________ uncovers profound insights into its underlying intricacies. Despite its positive aspects such as ________, it’s impossible to overlook its shortcomings. This analysis provides a nuanced understanding of _____________, highlighting the necessity for a balanced approach in future interactions. Indeed, both the strengths and weaknesses of _____________ should be taken into account when considering ____________.

Upon reflection, the critique of marxism uncovers profound insights into its underlying intricacies. Despite its positive aspects such as its ability to critique exploitation of labor, it’s impossible to overlook its shortcomings. This analysis provides a nuanced understanding of marxism’s harmful effects when used as an economic theory, highlighting the necessity for a balanced approach in future interactions. Indeed, both the strengths and weaknesses of marxism should be taken into account when considering the use of its ideas in real life.

Ultimately, this critique of _____________ offers a detailed look into its advantages and disadvantages. The strengths of _____________ such as __________ are significant, yet its limitations such as _________ are not insignificant. This balanced analysis not only offers a deeper understanding of _____________ but also underscores the importance of critical evaluation. Hence, it’s crucial that future discussions around _____________ continue to embrace this balanced approach.

Ultimately, this critique of artificial intelligence offers a detailed look into its advantages and disadvantages. The strengths of artificial intelligence, such as its ability to improve productivity are significant, yet its limitations such as the possibility of mass job losses are not insignificant. This balanced analysis not only offers a deeper understanding of artificial intelligence but also underscores the importance of critical evaluation. Hence, it’s crucial that future discussions around the regulation of artificial intelligence continue to embrace this balanced approach.

This article promised 17 essay conclusions, and this one you are reading now is the twenty-first. This last conclusion demonstrates that the very best essay conclusions are written uniquely, from scratch, in order to perfectly cater the conclusion to the topic. A good conclusion will tie together all the key points you made in your essay and forcefully drive home the importance or relevance of your argument, thesis statement, or simply your topic so the reader is left with one strong final point to ponder.

Chris

Chris Drew (PhD)

Dr. Chris Drew is the founder of the Helpful Professor. He holds a PhD in education and has published over 20 articles in scholarly journals. He is the former editor of the Journal of Learning Development in Higher Education. [Image Descriptor: Photo of Chris]

  • Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd/ 5 Top Tips for Succeeding at University
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  • USC Libraries
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Organizing Your Social Sciences Research Paper

  • 9. The Conclusion
  • Purpose of Guide
  • Design Flaws to Avoid
  • Independent and Dependent Variables
  • Glossary of Research Terms
  • Reading Research Effectively
  • Narrowing a Topic Idea
  • Broadening a Topic Idea
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  • Academic Writing Style
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  • Choosing a Title
  • Making an Outline
  • Paragraph Development
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The conclusion is intended to help the reader understand why your research should matter to them after they have finished reading the paper. A conclusion is not merely a summary of the main topics covered or a re-statement of your research problem, but a synthesis of key points derived from the findings of your study and, if applicable, where you recommend new areas for future research. For most college-level research papers, two or three well-developed paragraphs is sufficient for a conclusion, although in some cases, more paragraphs may be required in describing the key findings and their significance.

Conclusions. The Writing Center. University of North Carolina; Conclusions. The Writing Lab and The OWL. Purdue University.

Importance of a Good Conclusion

A well-written conclusion provides you with important opportunities to demonstrate to the reader your understanding of the research problem. These include:

  • Presenting the last word on the issues you raised in your paper . Just as the introduction gives a first impression to your reader, the conclusion offers a chance to leave a lasting impression. Do this, for example, by highlighting key findings in your analysis that advance new understanding about the research problem, that are unusual or unexpected, or that have important implications applied to practice.
  • Summarizing your thoughts and conveying the larger significance of your study . The conclusion is an opportunity to succinctly re-emphasize  your answer to the "So What?" question by placing the study within the context of how your research advances past research about the topic.
  • Identifying how a gap in the literature has been addressed . The conclusion can be where you describe how a previously identified gap in the literature [first identified in your literature review section] has been addressed by your research and why this contribution is significant.
  • Demonstrating the importance of your ideas . Don't be shy. The conclusion offers an opportunity to elaborate on the impact and significance of your findings. This is particularly important if your study approached examining the research problem from an unusual or innovative perspective.
  • Introducing possible new or expanded ways of thinking about the research problem . This does not refer to introducing new information [which should be avoided], but to offer new insight and creative approaches for framing or contextualizing the research problem based on the results of your study.

Bunton, David. “The Structure of PhD Conclusion Chapters.” Journal of English for Academic Purposes 4 (July 2005): 207–224; Conclusions. The Writing Center. University of North Carolina; Kretchmer, Paul. Twelve Steps to Writing an Effective Conclusion. San Francisco Edit, 2003-2008; Conclusions. The Writing Lab and The OWL. Purdue University; Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8.

Structure and Writing Style

I.  General Rules

The general function of your paper's conclusion is to restate the main argument . It reminds the reader of the strengths of your main argument(s) and reiterates the most important evidence supporting those argument(s). Do this by clearly summarizing the context, background, and necessity of pursuing the research problem you investigated in relation to an issue, controversy, or a gap found in the literature. However, make sure that your conclusion is not simply a repetitive summary of the findings. This reduces the impact of the argument(s) you have developed in your paper.

When writing the conclusion to your paper, follow these general rules:

  • Present your conclusions in clear, concise language. Re-state the purpose of your study, then describe how your findings differ or support those of other studies and why [i.e., what were the unique, new, or crucial contributions your study made to the overall research about your topic?].
  • Do not simply reiterate your findings or the discussion of your results. Provide a synthesis of arguments presented in the paper to show how these converge to address the research problem and the overall objectives of your study.
  • Indicate opportunities for future research if you haven't already done so in the discussion section of your paper. Highlighting the need for further research provides the reader with evidence that you have an in-depth awareness of the research problem but that further investigations should take place beyond the scope of your investigation.

Consider the following points to help ensure your conclusion is presented well:

  • If the argument or purpose of your paper is complex, you may need to summarize the argument for your reader.
  • If, prior to your conclusion, you have not yet explained the significance of your findings or if you are proceeding inductively, use the end of your paper to describe your main points and explain their significance.
  • Move from a detailed to a general level of consideration that returns the topic to the context provided by the introduction or within a new context that emerges from the data [this is opposite of the introduction, which begins with general discussion of the context and ends with a detailed description of the research problem]. 

The conclusion also provides a place for you to persuasively and succinctly restate the research problem, given that the reader has now been presented with all the information about the topic . Depending on the discipline you are writing in, the concluding paragraph may contain your reflections on the evidence presented. However, the nature of being introspective about the research you have conducted will depend on the topic and whether your professor wants you to express your observations in this way. If asked to think introspectively about the topics, do not delve into idle speculation. Being introspective means looking within yourself as an author to try and understand an issue more deeply, not to guess at possible outcomes or make up scenarios not supported by the evidence.

II.  Developing a Compelling Conclusion

Although an effective conclusion needs to be clear and succinct, it does not need to be written passively or lack a compelling narrative. Strategies to help you move beyond merely summarizing the key points of your research paper may include any of the following:

  • If your essay deals with a critical, contemporary problem, warn readers of the possible consequences of not attending to the problem proactively.
  • Recommend a specific course or courses of action that, if adopted, could address a specific problem in practice or in the development of new knowledge leading to positive change.
  • Cite a relevant quotation or expert opinion already noted in your paper in order to lend authority and support to the conclusion(s) you have reached [a good source would be from your literature review].
  • Explain the consequences of your research in a way that elicits action or demonstrates urgency in seeking change.
  • Restate a key statistic, fact, or visual image to emphasize the most important finding of your paper.
  • If your discipline encourages personal reflection, illustrate your concluding point by drawing from your own life experiences.
  • Return to an anecdote, an example, or a quotation that you presented in your introduction, but add further insight derived from the findings of your study; use your interpretation of results from your study to recast it in new or important ways.
  • Provide a "take-home" message in the form of a succinct, declarative statement that you want the reader to remember about your study.

III. Problems to Avoid

Failure to be concise Your conclusion section should be concise and to the point. Conclusions that are too lengthy often have unnecessary information in them. The conclusion is not the place for details about your methodology or results. Although you should give a summary of what was learned from your research, this summary should be relatively brief, since the emphasis in the conclusion is on the implications, evaluations, insights, and other forms of analysis that you make. Strategies for writing concisely can be found here .

Failure to comment on larger, more significant issues In the introduction, your task was to move from the general [the field of study] to the specific [the research problem]. However, in the conclusion, your task is to move from a specific discussion [your research problem] back to a general discussion framed around the implications and significance of your findings [i.e., how your research contributes new understanding or fills an important gap in the literature]. In short, the conclusion is where you should place your research within a larger context [visualize your paper as an hourglass--start with a broad introduction and review of the literature, move to the specific analysis and discussion, conclude with a broad summary of the study's implications and significance].

Failure to reveal problems and negative results Negative aspects of the research process should never be ignored. These are problems, deficiencies, or challenges encountered during your study. They should be summarized as a way of qualifying your overall conclusions. If you encountered negative or unintended results [i.e., findings that are validated outside the research context in which they were generated], you must report them in the results section and discuss their implications in the discussion section of your paper. In the conclusion, use negative results as an opportunity to explain their possible significance and/or how they may form the basis for future research.

Failure to provide a clear summary of what was learned In order to be able to discuss how your research fits within your field of study [and possibly the world at large], you need to summarize briefly and succinctly how it contributes to new knowledge or a new understanding about the research problem. This element of your conclusion may be only a few sentences long.

Failure to match the objectives of your research Often research objectives in the social and behavioral sciences change while the research is being carried out. This is not a problem unless you forget to go back and refine the original objectives in your introduction. As these changes emerge they must be documented so that they accurately reflect what you were trying to accomplish in your research [not what you thought you might accomplish when you began].

Resist the urge to apologize If you've immersed yourself in studying the research problem, you presumably should know a good deal about it [perhaps even more than your professor!]. Nevertheless, by the time you have finished writing, you may be having some doubts about what you have produced. Repress those doubts! Don't undermine your authority as a researcher by saying something like, "This is just one approach to examining this problem; there may be other, much better approaches that...." The overall tone of your conclusion should convey confidence to the reader about the study's validity and realiability.

Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8; Concluding Paragraphs. College Writing Center at Meramec. St. Louis Community College; Conclusions. The Writing Center. University of North Carolina; Conclusions. The Writing Lab and The OWL. Purdue University; Freedman, Leora  and Jerry Plotnick. Introductions and Conclusions. The Lab Report. University College Writing Centre. University of Toronto; Leibensperger, Summer. Draft Your Conclusion. Academic Center, the University of Houston-Victoria, 2003; Make Your Last Words Count. The Writer’s Handbook. Writing Center. University of Wisconsin Madison; Miquel, Fuster-Marquez and Carmen Gregori-Signes. “Chapter Six: ‘Last but Not Least:’ Writing the Conclusion of Your Paper.” In Writing an Applied Linguistics Thesis or Dissertation: A Guide to Presenting Empirical Research . John Bitchener, editor. (Basingstoke,UK: Palgrave Macmillan, 2010), pp. 93-105; Tips for Writing a Good Conclusion. Writing@CSU. Colorado State University; Kretchmer, Paul. Twelve Steps to Writing an Effective Conclusion. San Francisco Edit, 2003-2008; Writing Conclusions. Writing Tutorial Services, Center for Innovative Teaching and Learning. Indiana University; Writing: Considering Structure and Organization. Institute for Writing Rhetoric. Dartmouth College.

Writing Tip

Don't Belabor the Obvious!

Avoid phrases like "in conclusion...," "in summary...," or "in closing...." These phrases can be useful, even welcome, in oral presentations. But readers can see by the tell-tale section heading and number of pages remaining that they are reaching the end of your paper. You'll irritate your readers if you belabor the obvious.

Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8.

Another Writing Tip

New Insight, Not New Information!

Don't surprise the reader with new information in your conclusion that was never referenced anywhere else in the paper. This why the conclusion rarely has citations to sources. If you have new information to present, add it to the discussion or other appropriate section of the paper. Note that, although no new information is introduced, the conclusion, along with the discussion section, is where you offer your most "original" contributions in the paper; the conclusion is where you describe the value of your research, demonstrate that you understand the material that you’ve presented, and position your findings within the larger context of scholarship on the topic, including describing how your research contributes new insights to that scholarship.

Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8; Conclusions. The Writing Center. University of North Carolina.

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  • How to Write a Thesis or Dissertation Conclusion

How to Write a Dissertation Conclusion | Checklist and Examples

Published on 9 September 2022 by Tegan George and Shona McCombes. Revised on 10 October 2022.

The conclusion is the very last part of your thesis or dissertation . It should be concise and engaging, leaving your reader with a clear understanding of your main findings, as well as the answer to your research question .

In it, you should:

  • Clearly state the answer to your main research question
  • Summarise and reflect on your research process
  • Make recommendations for future work on your topic
  • Show what new knowledge you have contributed to your field
  • Wrap up your thesis or dissertation

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Table of contents

Discussion vs. conclusion, how long should your conclusion be, step 1: answer your research question, step 2: summarise and reflect on your research, step 3: make future recommendations, step 4: emphasise your contributions to your field, step 5: wrap up your thesis or dissertation, full conclusion example, conclusion checklist, frequently asked questions about conclusion sections.

While your conclusion contains similar elements to your discussion section , they are not the same thing.

Your conclusion should be shorter and more general than your discussion. Instead of repeating literature from your literature review , discussing specific research results , or interpreting your data in detail, concentrate on making broad statements that sum up the most important insights of your research.

As a rule of thumb, your conclusion should not introduce new data, interpretations, or arguments.

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Depending on whether you are writing a thesis or dissertation, your length will vary. Generally, a conclusion should make up around 5–7% of your overall word count.

An empirical scientific study will often have a short conclusion, concisely stating the main findings and recommendations for future research. A humanities topic or systematic review , on the other hand, might require more space to conclude its analysis, tying all the previous sections together in an overall argument.

Your conclusion should begin with the main question that your thesis or dissertation aimed to address. This is your final chance to show that you’ve done what you set out to do, so make sure to formulate a clear, concise answer.

  • Don’t repeat a list of all the results that you already discussed
  • Do synthesise them into a final takeaway that the reader will remember.

An empirical thesis or dissertation conclusion may begin like this:

A case study –based thesis or dissertation conclusion may begin like this:

In the second example, the research aim is not directly restated, but rather added implicitly to the statement. To avoid repeating yourself, it is helpful to reformulate your aims and questions into an overall statement of what you did and how you did it.

Your conclusion is an opportunity to remind your reader why you took the approach you did, what you expected to find, and how well the results matched your expectations.

To avoid repetition , consider writing more reflectively here, rather than just writing a summary of each preceding section. Consider mentioning the effectiveness of your methodology , or perhaps any new questions or unexpected insights that arose in the process.

You can also mention any limitations of your research, but only if you haven’t already included these in the discussion. Don’t dwell on them at length, though – focus on the positives of your work.

  • While x limits the generalisability of the results, this approach provides new insight into y .
  • This research clearly illustrates x , but it also raises the question of y .

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You may already have made a few recommendations for future research in your discussion section, but the conclusion is a good place to elaborate and look ahead, considering the implications of your findings in both theoretical and practical terms.

  • Based on these conclusions, practitioners should consider …
  • To better understand the implications of these results, future studies could address …
  • Further research is needed to determine the causes of/effects of/relationship between …

When making recommendations for further research, be sure not to undermine your own work. Relatedly, while future studies might confirm, build on, or enrich your conclusions, they shouldn’t be required for your argument to feel complete. Your work should stand alone on its own merits.

Just as you should avoid too much self-criticism, you should also avoid exaggerating the applicability of your research. If you’re making recommendations for policy, business, or other practical implementations, it’s generally best to frame them as ‘shoulds’ rather than ‘musts’. All in all, the purpose of academic research is to inform, explain, and explore – not to demand.

Make sure your reader is left with a strong impression of what your research has contributed to the state of your field.

Some strategies to achieve this include:

  • Returning to your problem statement to explain how your research helps solve the problem
  • Referring back to the literature review and showing how you have addressed a gap in knowledge
  • Discussing how your findings confirm or challenge an existing theory or assumption

Again, avoid simply repeating what you’ve already covered in the discussion in your conclusion. Instead, pick out the most important points and sum them up succinctly, situating your project in a broader context.

The end is near! Once you’ve finished writing your conclusion, it’s time to wrap up your thesis or dissertation with a few final steps:

  • It’s a good idea to write your abstract next, while the research is still fresh in your mind.
  • Next, make sure your reference list is complete and correctly formatted. To speed up the process, you can use our free APA citation generator .
  • Once you’ve added any appendices , you can create a table of contents and title page .
  • Finally, read through the whole document again to make sure your thesis is clearly written and free from language errors. You can proofread it yourself , ask a friend, or consider Scribbr’s proofreading and editing service .

Here is an example of how you can write your conclusion section. Notice how it includes everything mentioned above:

V. Conclusion

The current research aimed to identify acoustic speech characteristics which mark the beginning of an exacerbation in COPD patients.

The central questions for this research were as follows: 1. Which acoustic measures extracted from read speech differ between COPD speakers in stable condition and healthy speakers? 2. In what ways does the speech of COPD patients during an exacerbation differ from speech of COPD patients during stable periods?

All recordings were aligned using a script. Subsequently, they were manually annotated to indicate respiratory actions such as inhaling and exhaling. The recordings of 9 stable COPD patients reading aloud were then compared with the recordings of 5 healthy control subjects reading aloud. The results showed a significant effect of condition on the number of in- and exhalations per syllable, the number of non-linguistic in- and exhalations per syllable, and the ratio of voiced and silence intervals. The number of in- and exhalations per syllable and the number of non-linguistic in- and exhalations per syllable were higher for COPD patients than for healthy controls, which confirmed both hypotheses.

However, the higher ratio of voiced and silence intervals for COPD patients compared to healthy controls was not in line with the hypotheses. This unpredicted result might have been caused by the different reading materials or recording procedures for both groups, or by a difference in reading skills. Moreover, there was a trend regarding the effect of condition on the number of syllables per breath group. The number of syllables per breath group was higher for healthy controls than for COPD patients, which was in line with the hypothesis. There was no effect of condition on pitch, intensity, center of gravity, pitch variability, speaking rate, or articulation rate.

This research has shown that the speech of COPD patients in exacerbation differs from the speech of COPD patients in stable condition. This might have potential for the detection of exacerbations. However, sustained vowels rarely occur in spontaneous speech. Therefore, the last two outcome measures might have greater potential for the detection of beginning exacerbations, but further research on the different outcome measures and their potential for the detection of exacerbations is needed due to the limitations of the current study.

Checklist: Conclusion

I have clearly and concisely answered the main research question .

I have summarized my overall argument or key takeaways.

I have mentioned any important limitations of the research.

I have given relevant recommendations .

I have clearly explained what my research has contributed to my field.

I have  not introduced any new data or arguments.

You've written a great conclusion! Use the other checklists to further improve your dissertation.

In a thesis or dissertation, the discussion is an in-depth exploration of the results, going into detail about the meaning of your findings and citing relevant sources to put them in context.

The conclusion is more shorter and more general: it concisely answers your main research question and makes recommendations based on your overall findings.

While it may be tempting to present new arguments or evidence in your thesis or disseration conclusion , especially if you have a particularly striking argument you’d like to finish your analysis with, you shouldn’t. Theses and dissertations follow a more formal structure than this.

All your findings and arguments should be presented in the body of the text (more specifically in the discussion section and results section .) The conclusion is meant to summarize and reflect on the evidence and arguments you have already presented, not introduce new ones.

For a stronger dissertation conclusion , avoid including:

  • Generic concluding phrases (e.g. “In conclusion…”)
  • Weak statements that undermine your argument (e.g. “There are good points on both sides of this issue.”)

Your conclusion should leave the reader with a strong, decisive impression of your work.

The conclusion of your thesis or dissertation shouldn’t take up more than 5-7% of your overall word count.

The conclusion of your thesis or dissertation should include the following:

  • A restatement of your research question
  • A summary of your key arguments and/or results
  • A short discussion of the implications of your research

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How To Write The Conclusion Of An Assignment

How To Write Conclusion Of An Assignment

What is a conclusion?

An end of something or the last paragraph of something, called as the conclusion. At the point when you write an assignment, you generally end by summarizing your contentions and reaching an end about the thing you’ve been expounding on. This is what basically a conclusion is defined as.

A conclusion is the last part of your writing, where you wrap things up. What you put in your conclusion depends on the kind of assignment or what you said in the main part.

Mostly, a conclusion is a quick summary of what you talked about. But, if it’s a big paper (like a thesis), the conclusion is more than just a summary. It looks at what you found out and if you did what you set out to do.

For example, in a story essay, the conclusion isn’t just about repeating what happened. It’s where you talk about the lessons or what the story means.

So, a conclusion is like the final thought in your writing. It can talk about if you reached your goals, why your findings are important, or what lessons can be learned. It changes based on what your assignment needs, but the main job is to close things off and leave an impression on your reader.

What is a conclusion in an assignment?

Some may contend that conclusion is quite possibly the main parts of any assignment or paper or article. It’s your last chance to establish a decent connection with your reader. On the off chance that you can unhesitatingly say you’ve completely addressed the question presented, on your mind or are leaving the readers with an interesting thought, you’ve presented well. Explore a wide range of papers with extraordinary examples of conclusion.

When conclusion is used?

Conclusion is ought to be put to utilize any time you are writing an assignment, report or article that proposes or explores a thought, issue or event. This thought is alluded to as a thesis articulation and it gives the design and inspiration to the whole assignment. As such, it answers the “why” An end, then again, addresses the “so what” by explaining the place of the article and offering the reader an answer, question or knowledge into the topic that emphasizes why they should read this assignment.

Different types of conclusions

There are different types of conclusions are there depending upon the point which it gives to the reader is three primary functions:

  • Editorialization:

Editorialization is primarily utilized in assignments where there is a questionable point, an individual connection or an appeal to convince the reader. This style consolidates the writer’s analysis about the topic and regularly communicates their own interest in the issue being examined. This sort of conclusion will utilize a story and a conversational tone to cause to notice concerns, understandings, individual convictions, governmental issues or feelings.

  • Externalization:

Every now and again used in articles that approach a specific issue that is a piece of a significantly more complex subject, an externalized decision gives a progress into a related yet separate theme that drives readers to additionally build up the conversation. Indeed, it’s frequently considered as another presentation that incorporates another proposal altogether, taking into consideration advancement into another likely assignments.

  • Summarization:

This style is regularly used when expounding on specialized subjects with a more clinical tone, like overviews, definitions and reports. Since it rewords the significant thoughts of the article, it is regularly utilized in longer pieces where readers will require a token of the assignment’s central matters. Accordingly, it ought to stay away from reflexive references or emotional thoughts.

What to include in a conclusion?

A conclusion responsibility is to emphasize the inputs and theory of the assignment. All in all, it gives a feeling of conclusion and proposes that you have achieved the objective of the piece. Here are some vital viewpoints to remember for your decision to guarantee its adequacy:

  • Finish with strong points on positive note.
  • Convey the significance of your thoughts and the topic.
  • Furnish the reader with a feeling of conclusion.
  • Emphasize and sum up your primary concerns.
  • Reword and afterward rehash your proposal statement.

Outline of Conclusion

  • Point of sentence – Topic

This is the place where you rehash your proposition statement. Ensure it is reworded to stay away from excess.

  • Reword the significant points and contentions that you made all through the assignment.
  • Clarify the meaning of the thoughts and how they all interface.
  • Attach the major points and arguments that you made throughout the assignment.
  • Explain the significance of the ideas and how they all connect.
  • Shutting sentence – Closing

This is the place where you interface back to a point, picture or account that was made in the basic section. It is your last word regarding the assignment topic and provides the reader a feeling of a sense of conclusion.

Things to remember in Conclusion

  • It’s not a place to repeat an introduction.
  • It’s not a place to add the new content or make new arguments or place to raise new point.
  • Also, remember It’s not just a summary of your body paragraphs, it is an effective place to end.

How to Write A Conclusion

Take an idea of your introductory paragraph write conclusion of your assignment but If it looks like a longer paper then a good place to start is looking at each paragraph and creating an idea of what you thought & what you wrote.

A conclus ion is the last part of your writing, where you wrap things up. What you put in your conclusion depends on the kind of assignment or what you said in the main part.

Structure of a Conclusion

  • A conclusion paragraph is always an opposite of introduction paragraph.
  • Remember that the introduction always begins with general point, a move to specific point, and ends at specific point.
  • What defines a correct conclusion?

A correct conclusion begins by reminding people what your topic is and why it matters. Say again what you believe. Address counterarguments and highlight why your perspective is more convincing.  Finish by asking for action or suggesting what more could be looked into.

  • Can I wrap up a conclusion in 7 lines? Conclusions vary in length, but a strong one can elevate an essay from good to great. The aim is to be concise, summarizing your main points effectively. While aiming for 3-5 sentences is a good guideline, the ultimate goal is to ensure a clear, impactful wrap-up to your essay.
  • What are the 3 main parts of a conclusion? Summarizing the conclusion would look something like this:
  • Restate your thesis to remind readers of your main argument.
  • Recap the key points and arguments from your essay, reinforcing their significance.
  • Close by linking back to an initial point, image, or story from your introduction to bring your essay full circle.
  • Is it alright to add “in conclusion? It’s advisable to steer clear of using phrases like “in conclusion,” “in summary,” or “in closing” as they can sound a bit cliché and stiff in writing. Additionally, introducing your thesis in the conclusion might seem abrupt or confusing for readers who expect a summary or resolution of your main points instead.
  • How long should a conclusion be? A concise conclusion of around 50 words is sufficient, ensuring it doesn’t introduce new points but rather summarizes the main arguments. Avoid reiterating examples or sentences from the main body, aiming instead to provide a brief recap that ties everything together without extending too much beyond the essay’s established length.

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An Overview of the Writing Process

Conclusions, what this handout is about.

This handout will explain the functions of conclusions, offer strategies for writing effective ones, help you evaluate your drafted conclusions, and suggest conclusion strategies to avoid.

About conclusions

Introductions and conclusions can be the most difficult parts of papers to write. While the body is often easier to write, it needs a frame around it. An introduction and conclusion frame your thoughts and bridge your ideas for the reader.

Just as your introduction acts as a bridge that transports your readers from their own lives into the “place” of your analysis, your conclusion can provide a bridge to help your readers make the transition back to their daily lives. Such a conclusion will help them see why all your analysis and information should matter to them after they put the paper down.

Your conclusion is your chance to have the last word on the subject. The conclusion allows you to have the final say on the issues you have raised in your paper, to summarize your thoughts, to demonstrate the importance of your ideas, and to propel your reader to a new view of the subject. It is also your opportunity to make a good final impression and to end on a positive note.

Your conclusion can go beyond the confines of the assignment. The conclusion pushes beyond the boundaries of the prompt and allows you to consider broader issues, make new connections, and elaborate on the significance of your findings.

Your conclusion should make your readers glad they read your paper. Your conclusion gives your reader something to take away that will help them see things differently or appreciate your topic in personally relevant ways. It can suggest broader implications that will not only interest your reader, but also enrich your reader’s life in some way. It is your gift to the reader.

Strategies for writing an effective conclusion

One or more of the following strategies may help you write an effective conclusion.

  • Play the “So What” Game. If you’re stuck and feel like your conclusion isn’t saying anything new or interesting, ask a friend to read it with you. Whenever you make a statement from your conclusion, ask the friend to say, “So what?” or “Why should anybody care?” Then  ponder that question and answer it. Here’s how it might go:

You: Basically, I’m just saying that education was important to Douglass.

Friend: So what?

You: Well, it was important because it was a key to him feeling like a free and equal citizen.

Friend: Why should anybody care?

You: That’s important because plantation owners tried to keep slaves from being educated so that they could maintain control. When Douglass obtained an education, he undermined that control personally.

You can also use this strategy on your own, asking yourself “So What?” as you develop your ideas or your draft.

  • Return to the theme or themes in the introduction. This strategy brings the reader full circle. For example, if you begin by describing a scenario, you can end with the same scenario as proof that your essay is helpful in creating a new understanding. You may also refer to the introductory paragraph by using key words or parallel concepts and images that you also used in the introduction.
  • Synthesize, don’t summarize: Include a brief summary of the paper’s main points, but don’t simply repeat things that were in your paper. Instead, show your reader how the points you made and the support and examples you used fit together. Pull it all together.
  • Include a provocative insight or quotation from the research or reading you did for your paper.
  • Propose a course of action, a solution to an issue, or questions for further study. This can redirect your reader’s thought process and help her to apply your info and ideas to her own life or to see the broader implications.
  • Point to broader implications. For example, if your paper examines the Greensboro sit-ins or another event in the Civil Rights Movement, you could point out its impact on the Civil Rights Movement as a whole. A paper about the style of writer Virginia Woolf could point to her influence on other writers or on later feminists.

Strategies to avoid

  • Beginning with an unnecessary, overused phrase such as “in conclusion,” “in summary,” or “in closing.” Although these phrases can work in speeches, they come across as wooden and trite in writing.
  • Stating the thesis for the very first time in the conclusion.
  • Introducing a new idea or subtopic in your conclusion.
  • Ending with a rephrased thesis statement without any substantive changes. 
  • Making sentimental, emotional appeals that are out of character with the rest of an analytical paper.
  • Including evidence (quotations, statistics, etc.) that should be in the body of the paper.

Four kinds of ineffective conclusions

  • The “That’s My Story and I’m Sticking to It” Conclusion. This conclusion just restates the thesis and is usually painfully short. It does not push the ideas forward. People write this kind of conclusion when they can’t think of anything else to say. Example: In conclusion, Frederick Douglass was, as we have seen, a pioneer in American education, proving that education was a major force for social change with regard to slavery.
  • The “Sherlock Holmes” Conclusion. Sometimes writers will state the thesis for the very first time in the conclusion. You might be tempted to use this strategy if you don’t want to give everything away too early in your paper. You may think it would be more dramatic to keep the reader in the dark until the end and then “wow” him with your main idea, as in a Sherlock Holmes mystery. The reader, however, does not expect a mystery, but an analytical discussion of your topic in an academic style, with the main argument (thesis) stated up front. Example: (After a paper that lists numerous incidents from the book but never says what these incidents reveal about Douglass and his views on education): So, as the evidence above demonstrates, Douglass saw education as a way to undermine the slaveholders’ power and also an important step toward freedom.
  • The “America the Beautiful”/”I Am Woman”/”We Shall Overcome” Conclusion. This kind of conclusion usually draws on emotion to make its appeal, but while this emotion and even sentimentality may be very heartfelt, it is usually out of character with the rest of an analytical paper. A more sophisticated commentary, rather than emotional praise, would be a more fitting tribute to the topic. Example: Because of the efforts of fine Americans like Frederick Douglass, countless others have seen the shining beacon of light that is education. His example was a torch that lit the way for others. Frederick Douglass was truly an American hero.
  • The “Grab Bag” Conclusion. This kind of conclusion includes extra information that the writer found or thought of but couldn’t integrate into the main paper. You may find it hard to leave out details that you discovered after hours of research and thought, but adding random facts and bits of evidence at the end of an otherwise-well-organized essay can just create confusion. Example: In addition to being an educational pioneer, Frederick Douglass provides an interesting case study for masculinity in the American South. He also offers historians an interesting glimpse into slave resistance when he confronts Covey, the overseer. His relationships with female relatives reveal the importance of family in the slave  community.

AWS Machine Learning Blog

Cost-effective document classification using the amazon titan multimodal embeddings model.

Organizations across industries want to categorize and extract insights from high volumes of documents of different formats. Manually processing these documents to classify and extract information remains expensive, error prone, and difficult to scale. Advances in generative artificial intelligence (AI) have given rise to intelligent document processing (IDP) solutions that can automate the document classification, and create a cost-effective classification layer capable of handling diverse, unstructured enterprise documents.

Categorizing documents is an important first step in IDP systems. It helps you determine the next set of actions to take depending on the type of document. For example, during the claims adjudication process, the accounts payable team receives the invoice, whereas the claims department manages the contract or policy documents. Traditional rule engines or ML-based classification can classify the documents, but often reach a limit on types of document formats and support for the dynamic addition of a new classes of document. For more information, see Amazon Comprehend document classifier adds layout support for higher accuracy .

In this post, we discuss document classification using the Amazon Titan Multimodal Embeddings model to classify any document types without the need for training.

Amazon Titan Multimodal Embeddings

Amazon recently introduced Titan Multimodal Embeddings in Amazon Bedrock . This model can create embeddings for images and text, enabling the creation of document embeddings to be used in new document classification workflows.

It generates optimized vector representations of documents scanned as images. By encoding both visual and textual components into unified numerical vectors that encapsulate semantic meaning, it enables rapid indexing, powerful contextual search, and accurate classification of documents.

As new document templates and types emerge in business workflows, you can simply invoke the Amazon Bedrock API to dynamically vectorize them and append to their IDP systems to rapidly enhance document classification capabilities.

Solution overview

Let’s examine the following document classification solution with the Amazon Titan Multimodal Embeddings model. For optimal performance, you should customize the solution to your specific use case and existing IDP pipeline setup.

This solution classifies documents using vector embedding semantic search by matching an input document to an already indexed gallery of documents. We use the following key components:

  • Embeddings – Embeddings are numerical representations of real-world objects that machine learning (ML) and AI systems use to understand complex knowledge domains like humans do.
  • Vector databases – Vector databases are used to store embeddings. Vector databases efficiently index and organize the embeddings, enabling fast retrieval of similar vectors based on distance metrics like Euclidean distance or cosine similarity.
  • Semantic search – Semantic search works by considering the context and meaning of the input query and its relevance to the content being searched. Vector embeddings are an effective way to capture and retain the contextual meaning of text and images. In our solution, when an application wants to perform a semantic search, the search document is first converted into an embedding. The vector database with relevant content is then queried to find the most similar embeddings.

In the labeling process, a sample set of business documents like invoices, bank statements, or prescriptions are converted into embeddings using the Amazon Titan Multimodal Embeddings model and stored in a vector database against predefined labels. The Amazon Titan Multimodal Embedding model was trained using the Euclidean L2 algorithm and therefore for best results the vector database used should support this algorithm.

The following architecture diagram illustrates how you can use the Amazon Titan Multimodal Embeddings model with documents in an Amazon Simple Storage Service (Amazon S3) bucket for image gallery creation.

The workflow consists of the following steps:

  • A user or application uploads a sample document image with classification metadata to a document image gallery. An S3 prefix or S3 object metadata can be used to classify gallery images.
  • An Amazon S3 object notification event invokes the embedding AWS Lambda function.
  • The Lambda function reads the document image and translates the image into embeddings by calling Amazon Bedrock and using the Amazon Titan Multimodal Embeddings model.
  • Image embeddings, along with document classification, are stored in the vector database.

This is the architecture diagram which illustrates how Titan Multimodal Embeddings can be used with documents in an Amazon Simple Storage Service (Amazon S3) bucket for image gallery creation and classification.

When a new document needs classification, the same embedding model is used to convert the query document into an embedding. Then, a semantic similarity search is performed on the vector database using the query embedding. The label retrieved against the top embedding match will be the classification label for the query document.

The following architecture diagram illustrates how to use the Amazon Titan Multimodal Embeddings model with documents in an S3 bucket for image classification.

  • Documents that require classification are uploaded to an input S3 bucket.
  • The classification Lambda function receives the Amazon S3 object notification.
  • The Lambda function translates the image to an embedding by calling the Amazon Bedrock API.
  • The vector database is searched for a matching document using semantic search. Classification of the matching document is used to classify the input document.
  • The input document is moved to the target S3 directory or prefix using the classification retrieved from the vector database search.

This is the architecture diagram which illustrates how Titan Multimodal Embeddings can be used with documents in an Amazon Simple Storage Service (Amazon S3) bucket for image classification.

To help you test the solution with your own documents, we have created an example Python Jupyter notebook, which is available on GitHub .

Prerequisites

To run the notebook, you need an AWS account with appropriate AWS Identity and Access Management (IAM) permissions to call Amazon Bedrock. Additionally, on the Model access page of the Amazon Bedrock console, make sure that access is granted for the Amazon Titan Multimodal Embeddings model.

Implementation

In the following steps, replace each user input placeholder with your own information:

  • Create the vector database. In this solution, we use an in-memory FAISS database, but you could use an alternative vector database. Amazon Titan’s default dimension size is 1024.
  • After the vector database is created, enumerate over the sample documents, creating embeddings of each and store those into the vector database
  • Test with your documents. Replace the folders in the following code with your own folders that contain known document types:
  • Using the Boto3 library, call Amazon Bedrock. The variable inputImageB64 is a base64 encoded byte array representing your document. The response from Amazon Bedrock contains the embeddings.
  • Add the embeddings to the vector database, with a class ID that represents a known document type:
  • With the vector database populated with images (representing our gallery), you can uncover similarities with new documents. For example, the following is the syntax used for search. The k=1 tells FAISS to return the top 1 match.

In addition, the Euclidean L2 distance between the image on hand and the found image is also returned. If the image is an exact match, this value would be 0. The larger this value is, the further apart the images are in similarity.

Additional considerations

In this section, we discuss additional considerations for using the solution effectively. This includes data privacy, security, integration with existing systems, and cost estimates.

Data privacy and security

The AWS shared responsibility model applies to data protection in Amazon Bedrock. As described in this model, AWS is responsible for protecting the global infrastructure that runs all of the AWS Cloud. Customers are responsible for maintaining control over their content that is hosted on this infrastructure. As a customer, you are responsible for the security configuration and management tasks for the AWS services that you use.

Data protection in Amazon Bedrock

Amazon Bedrock avoids using customer prompts and continuations to train AWS models or share them with third parties. Amazon Bedrock doesn’t store or log customer data in its service logs. Model providers don’t have access to Amazon Bedrock logs or access to customer prompts and continuations. As a result, the images used for generating embeddings through the Amazon Titan Multimodal Embeddings model are not stored or employed in training AWS models or external distribution. Additionally, other usage data, such as timestamps and logged account IDs, is excluded from model training.

Integration with existing systems

The Amazon Titan Multimodal Embeddings model underwent training with the Euclidean L2 algorithm, so the vector database being used should be compatible with this algorithm.

Cost estimate

At the time of writing this post, as per Amazon Bedrock Pricing for the Amazon Titan Multimodal Embeddings model, the following are the estimated costs using on-demand pricing for this solution:

  • One-time indexing cost – $0.06 for a single run of indexing, assuming a 1,000 images gallery
  • Classification cost – $6 for 100,000 input images per month

To avoid incurring future charges, delete the resources you created, such as the Amazon SageMaker notebook instance , when not in use.

In this post, we explored how you can use the Amazon Titan Multimodal Embeddings model to build an inexpensive solution for document classification in the IDP workflow. We demonstrated how to create an image gallery of known documents and perform similarity searches with new documents to classify them. We also discussed the benefits of using multimodal image embeddings for document classification, including their ability to handle diverse document types, scalability, and low latency.

As new document templates and types emerge in business workflows, developers can invoke the Amazon Bedrock API to vectorize them dynamically and append to their IDP systems to rapidly enhance document classification capabilities. This creates an inexpensive, infinitely scalable classification layer that can handle even the most diverse, unstructured enterprise documents.

Overall, this post provides a roadmap for building an inexpensive solution for document classification in the IDP workflow using Amazon Titan Multimodal Embeddings.

As next steps, check out What is Amazon Bedrock to start using the service. And follow Amazon Bedrock on the AWS Machine Learning Blog to keep up to date with new capabilities and use cases for Amazon Bedrock.

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Example of a Great Essay | Explanations, Tips & Tricks

Published on February 9, 2015 by Shane Bryson . Revised on July 23, 2023 by Shona McCombes.

This example guides you through the structure of an essay. It shows how to build an effective introduction , focused paragraphs , clear transitions between ideas, and a strong conclusion .

Each paragraph addresses a single central point, introduced by a topic sentence , and each point is directly related to the thesis statement .

As you read, hover over the highlighted parts to learn what they do and why they work.

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Other interesting articles, frequently asked questions about writing an essay, an appeal to the senses: the development of the braille system in nineteenth-century france.

The invention of Braille was a major turning point in the history of disability. The writing system of raised dots used by visually impaired people was developed by Louis Braille in nineteenth-century France. In a society that did not value disabled people in general, blindness was particularly stigmatized, and lack of access to reading and writing was a significant barrier to social participation. The idea of tactile reading was not entirely new, but existing methods based on sighted systems were difficult to learn and use. As the first writing system designed for blind people’s needs, Braille was a groundbreaking new accessibility tool. It not only provided practical benefits, but also helped change the cultural status of blindness. This essay begins by discussing the situation of blind people in nineteenth-century Europe. It then describes the invention of Braille and the gradual process of its acceptance within blind education. Subsequently, it explores the wide-ranging effects of this invention on blind people’s social and cultural lives.

Lack of access to reading and writing put blind people at a serious disadvantage in nineteenth-century society. Text was one of the primary methods through which people engaged with culture, communicated with others, and accessed information; without a well-developed reading system that did not rely on sight, blind people were excluded from social participation (Weygand, 2009). While disabled people in general suffered from discrimination, blindness was widely viewed as the worst disability, and it was commonly believed that blind people were incapable of pursuing a profession or improving themselves through culture (Weygand, 2009). This demonstrates the importance of reading and writing to social status at the time: without access to text, it was considered impossible to fully participate in society. Blind people were excluded from the sighted world, but also entirely dependent on sighted people for information and education.

In France, debates about how to deal with disability led to the adoption of different strategies over time. While people with temporary difficulties were able to access public welfare, the most common response to people with long-term disabilities, such as hearing or vision loss, was to group them together in institutions (Tombs, 1996). At first, a joint institute for the blind and deaf was created, and although the partnership was motivated more by financial considerations than by the well-being of the residents, the institute aimed to help people develop skills valuable to society (Weygand, 2009). Eventually blind institutions were separated from deaf institutions, and the focus shifted towards education of the blind, as was the case for the Royal Institute for Blind Youth, which Louis Braille attended (Jimenez et al, 2009). The growing acknowledgement of the uniqueness of different disabilities led to more targeted education strategies, fostering an environment in which the benefits of a specifically blind education could be more widely recognized.

Several different systems of tactile reading can be seen as forerunners to the method Louis Braille developed, but these systems were all developed based on the sighted system. The Royal Institute for Blind Youth in Paris taught the students to read embossed roman letters, a method created by the school’s founder, Valentin Hauy (Jimenez et al., 2009). Reading this way proved to be a rather arduous task, as the letters were difficult to distinguish by touch. The embossed letter method was based on the reading system of sighted people, with minimal adaptation for those with vision loss. As a result, this method did not gain significant success among blind students.

Louis Braille was bound to be influenced by his school’s founder, but the most influential pre-Braille tactile reading system was Charles Barbier’s night writing. A soldier in Napoleon’s army, Barbier developed a system in 1819 that used 12 dots with a five line musical staff (Kersten, 1997). His intention was to develop a system that would allow the military to communicate at night without the need for light (Herron, 2009). The code developed by Barbier was phonetic (Jimenez et al., 2009); in other words, the code was designed for sighted people and was based on the sounds of words, not on an actual alphabet. Barbier discovered that variants of raised dots within a square were the easiest method of reading by touch (Jimenez et al., 2009). This system proved effective for the transmission of short messages between military personnel, but the symbols were too large for the fingertip, greatly reducing the speed at which a message could be read (Herron, 2009). For this reason, it was unsuitable for daily use and was not widely adopted in the blind community.

Nevertheless, Barbier’s military dot system was more efficient than Hauy’s embossed letters, and it provided the framework within which Louis Braille developed his method. Barbier’s system, with its dashes and dots, could form over 4000 combinations (Jimenez et al., 2009). Compared to the 26 letters of the Latin alphabet, this was an absurdly high number. Braille kept the raised dot form, but developed a more manageable system that would reflect the sighted alphabet. He replaced Barbier’s dashes and dots with just six dots in a rectangular configuration (Jimenez et al., 2009). The result was that the blind population in France had a tactile reading system using dots (like Barbier’s) that was based on the structure of the sighted alphabet (like Hauy’s); crucially, this system was the first developed specifically for the purposes of the blind.

While the Braille system gained immediate popularity with the blind students at the Institute in Paris, it had to gain acceptance among the sighted before its adoption throughout France. This support was necessary because sighted teachers and leaders had ultimate control over the propagation of Braille resources. Many of the teachers at the Royal Institute for Blind Youth resisted learning Braille’s system because they found the tactile method of reading difficult to learn (Bullock & Galst, 2009). This resistance was symptomatic of the prevalent attitude that the blind population had to adapt to the sighted world rather than develop their own tools and methods. Over time, however, with the increasing impetus to make social contribution possible for all, teachers began to appreciate the usefulness of Braille’s system (Bullock & Galst, 2009), realizing that access to reading could help improve the productivity and integration of people with vision loss. It took approximately 30 years, but the French government eventually approved the Braille system, and it was established throughout the country (Bullock & Galst, 2009).

Although Blind people remained marginalized throughout the nineteenth century, the Braille system granted them growing opportunities for social participation. Most obviously, Braille allowed people with vision loss to read the same alphabet used by sighted people (Bullock & Galst, 2009), allowing them to participate in certain cultural experiences previously unavailable to them. Written works, such as books and poetry, had previously been inaccessible to the blind population without the aid of a reader, limiting their autonomy. As books began to be distributed in Braille, this barrier was reduced, enabling people with vision loss to access information autonomously. The closing of the gap between the abilities of blind and the sighted contributed to a gradual shift in blind people’s status, lessening the cultural perception of the blind as essentially different and facilitating greater social integration.

The Braille system also had important cultural effects beyond the sphere of written culture. Its invention later led to the development of a music notation system for the blind, although Louis Braille did not develop this system himself (Jimenez, et al., 2009). This development helped remove a cultural obstacle that had been introduced by the popularization of written musical notation in the early 1500s. While music had previously been an arena in which the blind could participate on equal footing, the transition from memory-based performance to notation-based performance meant that blind musicians were no longer able to compete with sighted musicians (Kersten, 1997). As a result, a tactile musical notation system became necessary for professional equality between blind and sighted musicians (Kersten, 1997).

Braille paved the way for dramatic cultural changes in the way blind people were treated and the opportunities available to them. Louis Braille’s innovation was to reimagine existing reading systems from a blind perspective, and the success of this invention required sighted teachers to adapt to their students’ reality instead of the other way around. In this sense, Braille helped drive broader social changes in the status of blindness. New accessibility tools provide practical advantages to those who need them, but they can also change the perspectives and attitudes of those who do not.

Bullock, J. D., & Galst, J. M. (2009). The Story of Louis Braille. Archives of Ophthalmology , 127(11), 1532. https://​doi.org/10.1001/​archophthalmol.2009.286.

Herron, M. (2009, May 6). Blind visionary. Retrieved from https://​eandt.theiet.org/​content/​articles/2009/05/​blind-visionary/.

Jiménez, J., Olea, J., Torres, J., Alonso, I., Harder, D., & Fischer, K. (2009). Biography of Louis Braille and Invention of the Braille Alphabet. Survey of Ophthalmology , 54(1), 142–149. https://​doi.org/10.1016/​j.survophthal.2008.10.006.

Kersten, F.G. (1997). The history and development of Braille music methodology. The Bulletin of Historical Research in Music Education , 18(2). Retrieved from https://​www.jstor.org/​stable/40214926.

Mellor, C.M. (2006). Louis Braille: A touch of genius . Boston: National Braille Press.

Tombs, R. (1996). France: 1814-1914 . London: Pearson Education Ltd.

Weygand, Z. (2009). The blind in French society from the Middle Ages to the century of Louis Braille . Stanford: Stanford University Press.

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  • A thesis statement that presents your main point or argument.

The length of each part depends on the length and complexity of your essay .

A thesis statement is a sentence that sums up the central point of your paper or essay . Everything else you write should relate to this key idea.

A topic sentence is a sentence that expresses the main point of a paragraph . Everything else in the paragraph should relate to the topic sentence.

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  3. How To Write A Conclusion Essay

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  1. How to Conclude an Essay

    Step 1: Return to your thesis. To begin your conclusion, signal that the essay is coming to an end by returning to your overall argument. Don't just repeat your thesis statement —instead, try to rephrase your argument in a way that shows how it has been developed since the introduction. Example: Returning to the thesis.

  2. Conclusions

    Your conclusion can go beyond the confines of the assignment. The conclusion pushes beyond the boundaries of the prompt and allows you to consider broader issues, make new connections, and elaborate on the significance of your findings. ... Please do not use this list as a model for the format of your own reference list, as it may not match the ...

  3. Ending the Essay: Conclusions

    Finally, some advice on how not to end an essay: Don't simply summarize your essay. A brief summary of your argument may be useful, especially if your essay is long--more than ten pages or so. But shorter essays tend not to require a restatement of your main ideas. Avoid phrases like "in conclusion," "to conclude," "in summary," and "to sum up ...

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    Highlight the "so what". At the beginning of your paper, you explain to your readers what's at stake—why they should care about the argument you're making. In your conclusion, you can bring readers back to those stakes by reminding them why your argument is important in the first place. You can also draft a few sentences that put ...

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  8. How to Write a Conclusion for Your Next Writing Project

    Here are four key tips for writing stronger conclusions that leave a lasting impression: 1. Include a topic sentence. Conclusions should always begin with a topic sentence. Restating the thesis from your introductory paragraph in the first sentence of your conclusion is an effective way to remind the reader of the main argument. 2. Use your ...

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    Download this Handout PDF In academic writing, a well-crafted conclusion can provide the final word on the value of your analysis, research, or paper. Complete your conclusions with conviction! Conclusions show readers the value of your completely developed argument or thoroughly answered question. Consider the conclusion from the reader's perspective.

  10. The Beginner's Guide to Writing an Essay

    The conclusion is the final paragraph of an essay. It should generally take up no more than 10-15% of the text. A strong essay conclusion: Returns to your thesis; Ties together your main points; Shows why your argument matters; A great conclusion should finish with a memorable or impactful sentence that leaves the reader with a strong final ...

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    Also read: How to Write a Thesis Statement. 2. Tying together the main points. Tying together all the main points of your essay does not mean simply summarizing them in an arbitrary manner. The key is to link each of your main essay points in a coherent structure. One point should follow the other in a logical format.

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    Essay Conclusion Examples. Below is a range of copy-and-paste essay conclusions with gaps for you to fill-in your topic and key arguments. Browse through for one you like (there are 17 for argumentative, expository, compare and contrast, and critical essays). Once you've found one you like, copy it and add-in the key points to make it your own.

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    1. Restate the thesis. An effective conclusion brings the reader back to the main point, reminding the reader of the purpose of the essay. However, avoid repeating the thesis verbatim. Paraphrase your argument slightly while still preserving the primary point. 2. Reiterate supporting points.

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    Step 3: Make future recommendations. You may already have made a few recommendations for future research in your discussion section, but the conclusion is a good place to elaborate and look ahead, considering the implications of your findings in both theoretical and practical terms. Example: Recommendation sentence.

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