AMANDA (Windows, OS X, Linux)
A Glossary of Special Terms
Term | Meaning |
---|---|
EPUB | A standardized format for digital books. |
FTP | FTP stands for File Transfer Protocol. It is a protocol used to transfer files from one computer to another via a wired or wireless network. |
Gantt chart | A type of bar chart used for project schedules, in which the tasks to be completed are shown as bars on the vertical axis, and time is shown on the horizontal axis, with the width of a given bar indicating the length of a given task. This facilitates planning by automating the tracking of milestone schedules and dependencies. |
GTD | GTD stands for Getting Things Done. It is a productivity method created by productivity consultant David Allen that allows users to focus on those tasks that should be addressed in a given context and at the right timescale of planning, from current activities to life-long goals. |
IP | IP stands for Intellectual Property, such as inventions and work products that are often patented or copyrighted. |
Linux | Linux is a family of open-source operating systems created by Linus Torvalds in 1991, serving as an alternative to the commercial ones. |
MTA | MTA stands for Materials Transfer Agreement—contracts that govern the transfer of research materials (e.g., DNA plasmids, cell lines) across institutions. |
MySQL | MySQL is an open-source database management system, consisting of a server back end that houses the data and a front end that allows users to query the database in very flexible ways. |
OCR | OCR stands for Optical Character Recognition—a process by which text is automatically recognized in an image, for example, converting a FAX or photo of a document into an editable text file. |
PDF stands for Portable Document Format, which serves as a standard format for many different types of devices and operating systems to be able to display (and sometimes edit) documents. | |
PMID | PMID stands for PubMed ID—the unique identifier used in the PubMed database to refer to published papers. |
SFTP | SFTP stands for SSH File Transfer Protocol but is often also referred to as Secure File Transfer Protocol. Its purpose is to transfer data over a network, similarly to FTP, but with added security (encryption). |
SSH | SSH stands for Secure Shell. This allows a remote user to connect to the operating system of their computer via a terminal-like interface. |
SSD | SSD stands for Solid State Drive. An SSD is a type of storage device for a computer that uses flash memory instead of a spinning disk, as in a typical hard drive. Compared with spinning hard drives, these are smaller, require less power, generate less heat, are less likely to break during routine use, and, crucially, enable vastly faster read and write speeds. |
TB | TB stands for Terabyte—a unit of measuring file size on a computer. One terabyte is equivalent to one thousand gigabytes, one million megabytes, or one trillion bytes. |
VNC | VNC stands for Virtual Network Computing—a desktop sharing system that transmits video signal and commands from one computer to another, allowing a user to interact with a remote computer the same way as if it were the computer they were currently using. |
VPN | VPN stands for Virtual Private Network. A virtual private network allows connections to internet-based resources with high security (encryption of data). |
WYSIWYG | WYSIWYG stands for What You See Is What You Get. This refers to applications where the output of text or other data being edited appears the same on-screen as it will when it is a finished project, such as a sheet of paper with formatted text (Microsoft Word and Scrivener are such, whereas LaTeX is not). |
Windows | Windows refers to the operating system Microsoft Windows. It is one of the most common operating systems in use today and is compatible with the vast majority of applications and hardware. |
XML | XML stands for Extensible Markup Language. Extensible Markup Language is a markup language used to encode documents such that they are readable by both humans and a variety of software. |
Although there is a huge variety of different types of scientific enterprises, most of them contain one or more activities that can be roughly subsumed by the conceptual progression shown in Figure 1 . This life cycle progresses from brainstorming and ideation through planning, execution of research, and then creation of work products. Each stage requires unique activities and tools, and it is crucial to establish a pipeline and best practices that enable the results of each phase to effectively facilitate the next phase. All of the recommendations given below are designed to support the following basic principles:
The Life Cycle of Research Activity
Various projects occupy different places along a typical timeline. The life cycle extends from creative ideation to gathering information, to formulating a plan, to the execution for the plan, and then to producing a work product such as a grant or paper based on the results. Many of these phases necessitate feedback to a prior phase, shown in thinner arrows (for example, information discovered during a literature search or attempts to formalize the work plan may require novel brainstorming). This diagram shows the product (end result) of each phase and typical tools used to accomplish them.
These basic principles can be used as the skeleton around which specific strategies and new software products can be deployed. Whenever possible, these can be implemented via external administration services (i.e., by a dedicated project manager or administrator inside the group), but this is not always compatible with budgetary constraints, in which case they can readily be deployed by each principal investigator. The PIs also have to decide whether they plan to suggest (or insist) that other people in the group also use these strategies, and perhaps monitor their execution. In our experience, it is most essential for anyone leading a complex project or several to adopt these methods (typically, a faculty member or senior staff scientist), whereas people tightly focused on one project and with limited concurrent tasks involving others (e.g., Ph.D. students) are not essential to move toward the entire system (although, for example, the backup systems should absolutely be ensured to be implemented among all knowledge workers in the group). The following are some of the methods that have proven most effective in our own experience.
Several key elements should be pillars of your Information Technology (IT) infrastructure ( Figure 2 ). You should be familiar enough with computer technology that you can implement these yourself, as it is rare for an institutional IT department to be able to offer this level of assistance. Your primary disk should be a large (currently, ∼2TB) SSD drive or, better, a disk card (such as the 2TB SSD NVMe PCIe) for fast access and minimal waiting time. Your computer should be so fast that you spend no time (except in the case of calculations or data processing) waiting for anything—your typing and mouse movement should be the rate-limiting step. If you find yourself waiting for windows or files to open, obtain a better machine.
Schematic of Data Flow and Storage
Three types of information: data (facts and datasets), action plans (schedules and to-do lists), and work product (documents) all interact with each other in defining a region of work space for a given research project. All of this should be hosted on a single PC (personal computer). It is accessed by a set of regular backups of several types, as well as by the user who can interact with raw files through the file system or with organized data through a variety of client applications that organize information, schedules, and email. See Table 2 for definitions of special terms.
One key element is backups—redundant copies of your data. Disks fail—it is not a question of whether your laptop or hard drive will die, but when. Storage space is inexpensive and researchers' time is precious: team members should not tolerate time lost due to computer snafus. The backup and accessibility system should be such that data are immediately recoverable following any sort of disaster; it only has to be set up once, and it only takes one disaster to realize the value of paranoia about data. This extends also to laboratory inventory systems—it is useful to keep (and back up) lists of significant equipment and reagents in the laboratory, in case they are needed for the insurance process in case of loss or damage.
The main drive should be big enough to keep all key information (not primary laboratory data, such as images or video) in one volume—this is to facilitate cloning. You should have an extra internal drive (which can be a regular disk) of the same size or bigger. Use something like Carbon Copy Cloner or SuperDuper to set up a nightly clone operation. When the main disk fails (e.g., the night before a big grant is due), boot from the clone and your exact, functioning system is ready to go. For Macs, another internal drive set up as a Time Machine enables keeping versions of files as they change. You should also have an external drive, which is likewise a Time Machine or a clone: you can quickly unplug it and take it with you, if the laboratory has to be evacuated (fire alarm or chemical emergency) or if something happens to your computer and you need to use one elsewhere. Set a calendar reminder once a month to check that the Time Machine is accessible and can be searched and that your clone is actually updated and bootable. A Passport-type portable drive is ideal when traveling to conferences: if something happens to the laptop, you can boot a fresh (or borrowed) machine from the portable drive and continue working. For people who routinely install software or operating system updates, I also recommend getting one disk that is a clone of the entire system and applications and then set it to nightly clone the data only , leaving the operating system files unchanged. This guarantees that you have a usable system with the latest data files (useful in case an update or a new piece of software renders the system unstable or unbootable and it overwrites the regular clone before you notice the problem). Consider off-site storage. CrashPlan Pro is a reasonable choice for backing up laboratory data to the cloud. One solution for a single person's digital content is to have two extra external hard drives. One gets a clone of your office computer, and one is a clone of your home computer, and then you swap—bring the office one home and the home one to your office. Update them regularly, and keep them swapped, so that should a disaster strike one location, all of the data are available. Finally, pay careful attention (via timed reminders) to how your laboratory machines and your people's machines are being backed up; a lot of young researchers, especially those who have not been through a disaster yet, do not make backups. One solution is to have a system like CrashPlan Pro installed on everyone's machines to do automatic backup.
Another key element is accessibility of information. Everyone should be working on files (i.e., Microsoft Word documents) that are inside a Dropbox or Box folder; whatever you are working on this month, the files should be inside a folder synchronized by one of these services. That way, if anything happens to your machine, you can access your files from anywhere in the world. It is critical that whatever service is chosen, it is one that s ynchronizes a local copy of the data that live on your local machine (not simply keeps files in the cloud) —that way, you have what you need even if the internet is down or connectivity is poor. Tools that help connect to your resources while on the road include a VPN (especially useful for secure connections while traveling), SFTP (to transfer files; turn on the SFTP, not FTP, service on your office machine), and Remote Desktop (or VNC). All of these exist for cell phone or tablet devices, as well as for laptops, enabling access to anything from anywhere. All files (including scans of paper documents) should be processed by OCR (optical character recognition) software to render their contents searchable. This can be done in batch (on a schedule), by Adobe Acrobat's OCR function, which can be pointed to an entire folder of PDFs, for example, and left to run overnight. The result, especially with Apple's Spotlight feature, is that one can easily retrieve information that might be written inside a scanned document.
Here, we focus on work product and the thought process, not management of the raw data as it emerges from equipment and experimental apparatus. However, mention should be made of electronic laboratory notebooks (ELNs), which are becoming an important aspect of research. ELNs are a rapidly developing field, because they face a number of challenges. A laboratory that abandons paper notebooks entirely has to provide computer interfaces anywhere in the facility where data might be generated; having screens, keyboards, and mice at every microscope or other apparatus station, for example, can be expensive, and it is not trivial to find an ergonomically equivalent digital substitute for writing things down in a notebook as ideas or data appear. On the other hand, keeping both paper notebooks for immediate recording, and ELNs for organized official storage, raises problems of wasted effort during the (perhaps incomplete) transfer of information from paper to the digital version. ELNs are also an essential tool to prevent loss of institutional knowledge as team members move up to independent positions. ELN usage will evolve over time as input devices improve and best practices are developed to minimize the overhead of entering meta-data. However, regardless of how primary data are acquired, the researcher will need specific strategies for transitioning experimental findings into research product in the context of a complex set of personal, institutional, and scientific goals and constraints.
The pipeline begins with ideas, which must be cultivated and then harnessed for subsequent implementation ( Altshuller, 1984 ). This step consists of two components: identifying salient new information and arranging it in a way that facilitates novel ideas, associations, hypotheses, and strategic plans for making impact.
For the first step, we suggest an automated weekly PubCrawler search, which allows Boolean searches of the literature. Good searches to save include ones focusing on specific keywords of interest, as well as names of specific people whose work one wants to follow. The resulting weekly email of new papers matching specific criteria complements manual searches done via ISI's Web of Science, Google Scholar, and PubMed. The papers of interest should be immediately imported into a reference manager, such as Endnote, along with useful Keywords and text in the Notes field of each one that will facilitate locating them later. Additional tools include DevonAgent and DevonSphere, which enable smart searches of web and local resources, respectively.
Brainstorming can take place on paper or digitally (see later discussion). We have noticed that the rate of influx of new ideas is increased by habituating to never losing a new idea. This can be accomplished by establishing a voicemail contact in your cell phone leading to your own office voicemail (which allows voice recordings of idea fragments while driving or on the road, hands-free) and/or setting up Endnote or a similar server-synchronized application to record (and ideally transcribe) notes. It has been our experience that the more one records ideas arising in a non-work setting, the more often they will pop up automatically. For notes or schematics written on paper during dedicated brainstorming, one tool that ensures that nothing is lost is an electronic pen. For example, the Livescribe products are well integrated with Evernote and ensure that no matter where you are, anything you write down becomes captured in a form accessible from anywhere and are safe no matter what happens to the original notebook in which they were written.
Enhancing scientific thought, creative brainstorming, and strategic planning is facilitated by the creation of mind maps: visual representations of spatial structure of links between concepts, or the mapping of planned activity onto goals of different timescales. There are many available mind map software packages, including MindNode; their goal is to enable one to quickly set down relationships between concepts with a minimum of time spent on formatting. Examples are shown in Figures 3 A and 3B. The process of creating these mind maps (which can then be put on one's website or discussed with the laboratory members) helps refine fuzzy thinking and clarifies the relationships between concepts or activities. Mind mappers are an excellent tool because their light, freeform nature allows unimpeded brainstorming and fluid changes of idea structure but at the same time forces one to explicitly test out specific arrangements of plans or ideas.
Mind Mapping
(A and B) The task of schematizing concepts and ideas spatially based on their hierarchical relationships with each other is a powerful technique for organizing the creative thought process. Examples include (A), which shows how the different projects in our laboratory relate to each other. Importantly, it can also reveal disbalances or gaps in coverage of specific topics, as well as help identify novel relationships between sub-projects by placing them on axes (B) or even identify novel hypotheses suggested by symmetry.
(C) Relationships between the central nervous system (CNS) and regeneration, cancer, and embryogenesis. The connecting lines in black show typical projects (relationships) already being pursued by our laboratory, and the lack of a project in the space between CNS and embryogenesis suggests a straightforward hypothesis and project to examine the role of the brain in embryonic patterning.
It is important to note that mind maps can serve a function beyond explicit organization. In a good mapped structure, one can look for symmetries (revealing relationships that are otherwise not obvious) between the concepts involved. An obvious geometric pattern with a missing link or node can help one think about what could possibly go there, and often identifies new relationships or items that had not been considered ( Figure 3 C), in much the same way that gaps in the periodic table of the elements helped identify novel elements.
The input and output of the feedback process between brainstorming and literature mining is information. Static information not only consists of the facts, images, documents, and other material needed to support a train of thought but also includes anything needed to support the various projects and activities. It should be accessible in three ways, as it will be active during all phases of the work cycle. Files should be arranged on your disk in a logical hierarchical structure appropriate to the work. Everything should also be searchable and indexed by Spotlight. Finally, some information should be stored as entries in a data management system, like Evernote or DevonThink, which have convenient client applications that make the data accessible from any device.
Notes in these systems should include useful lists and how-to's, including, for example:
Each note can have attachments, which include manuals, materials safety sheets, etc. DevonThink needs a little more setup but is more robust and also allows keeping the server on one's own machine (nothing gets uploaded to company servers, unlike with Evernote, which might be a factor for sensitive data). Scientific papers should be kept in a reference manager, whereas books (such as epub files and PDFs of books and manuscripts) can be stored in a Calibre library.
A special case of static information is email, including especially informative and/or actionable emails from team members, external collaborators, reviewers, and funders. Because the influx of email is ever-increasing, it is important to (1) establish a good infrastructure for its management and (2) establish policies for responding to emails and using them to facilitate research. The first step is to ensure that one only sees useful emails, by training a good Bayesian spam filter such as SpamSieve. We suggest a triage system in which, at specific times of day (so that it does not interfere with other work), the Inbox is checked and each email is (1) forwarded to someone better suited to handling it, (2) responded quickly for urgent things that need a simple answer, or (3) started as a Draft email for those that require a thoughtful reply. Once a day or a couple of times per week, when circumstances permit focused thought, the Draft folder should be revisited and those emails answered. We suggest a “0 Inbox” policy whereby at the end of a day, the Inbox is basically empty, with everything either delegated, answered, or set to answer later.
We also suggest creating subfolders in the main account (keeping them on the mail server, not local to a computer, so that they can be searched and accessed from anywhere) as follows:
Incoming emails belonging to those categories (for example, an email from an NIH program officer acknowledging a grant submission, a collaborator who emailed a plan of what they will do next, or someone who promised to answer a specific question) should be sorted from the Inbox to the relevant folder. Every couple of weeks (according to a calendar reminder), those folders should be checked, and those items that have since been dealt with can be saved to a Saved Messages folder archive, whereas those that remain can be Replied to as a reminder to prod the relevant person.
In addition, as most researchers now exchange a lot of information via email, the email trail preserves a record of relationships among colleagues and collaborators. It can be extremely useful, even years later, to be able to go back and see who said what to whom, what was the last conversation in a collaboration that stalled, who sent that special protocol or reagent and needs to be acknowledged, etc. It is imperative that you know where your email is being stored, by whom, and their policy on retention, storage space limits, search, backup, etc. Most university IT departments keep a mail server with limited storage space and will delete your old emails (even more so if you move institutions). One way to keep a permanent record with complete control is with an application called MailSteward Pro. This is a front-end client for a freely available MySQL server, which can run on any machine in your laboratory. It will import your mail and store unlimited quantities indefinitely. Unlike a mail server, this is a real database system and is not as susceptible to data corruption or loss as many other methods.
A suggested strategy is as follows. Keep every single email, sent and received. Every month (set a timed reminder), have MailSteward Pro import them into the MySQL database. Once a year, prune them from the mail server (or let IT do it on their own schedule). This allows rapid search (and then reply) from inside a mail client for anything that is less than one year old (most searches), but anything older can be found in the very versatile MailStewardPro Boolean search function. Over time, in addition to finding specific emails, this allows some informative data mining. Results of searches via MailStewardPro can be imported into Excel to, for example, identify the people with whom you most frequently communicate or make histograms of the frequency of specific keywords as a function of time throughout your career.
With ideas, mind maps, and the necessary information in hand, one can consider what aspects of the current operations plan can be changed to incorporate plans for new, impactful activity.
A very useful strategy involves breaking down everything according to the timescales of decision-making, such as in the Getting Things Done (GTD) philosophy ( Figure 4 ) ( Allen, 2015 ). Activities range from immediate (daily) tasks to intermediate goals all the way to career-scale (or life-long) mission statements. As with mind maps, being explicit about these categories not only force one to think hard about important aspects of their work, but also facilitate the transmission of this information to others on the team. The different categories are to be revisited and revised at different rates, according to their position on the hierarchy. This enables you to make sure that effort and resources are being spent according to priorities.
Scales of Activity Planning
Activities should be assigned to a level of planning with a temporal scale, based on how often the goals of that level get re-evaluated. This ranges from core values, which can span an entire career or lifetime, all the way to tactics that guide day-to-day activities. Each level should be re-evaluated at a reasonable time frame to ensure that its goals are still consistent with the bigger picture of the level(s) above it and to help re-define the plans for the levels below it.
We also strongly recommend a yearly personal scientific retreat. This is not meant to be a vacation to “forget about work” but rather an opportunity for freedom from everyday minutiae to revisit, evaluate, and potentially revise future activity (priorities, action items) for the next few years. Every few years, take more time to re-map even higher levels on the pyramid hierarchy; consider what the group has been doing—do you like the intellectual space your group now occupies? Are your efforts having the kind of impact you realistically want to make? A formal diagram helps clarify the conceptual vision and identify gaps and opportunities. Once a correct level of activity has been identified, it is time to plan specific activities.
A very good tool for this purpose, which enables hierarchical storage of tasks and subtasks and their scheduling, is OmniFocus ( Figure 5 ). OmniFocus also enables inclusion of files (or links to files or links to Evernote notes of information) together with each Action. It additionally allows each action to be marked as “Done” once it is complete, providing not only a current action plan but a history of every past activity. Another interesting aspect is the fact that one can link individual actions with specific contexts: visualizing the database from the perspective of contexts enables efficient focus of attention on those tasks that are relevant in a specific scenario. OmniFocus allows setting reminders for specific actions and can be used for adding a time component to the activity.
Project Planning
This figure shows a screenshot of the OmniFocus application, illustrating the nested hierarchy of projects and sub-projects, arranged into larger groups.
The best way to manage time relative to activity (and to manage the people responsible for each activity) is to construct Gantt charts ( Figure 6 ), which can be used to plan out project timelines and help keep grant and contract deliverables on time. A critical feature is that it makes dependencies explicit, so that it is clear which items have to be solved/done before something else can be accomplished. Gantt charts are essential for complex, multi-person, and/or multi-step projects with strict deadlines (such as grant deliverables and progress reports). Software such as OmniPlanner can also be used to link resources (equipment, consumables, living material, etc.) with specific actions and timelines. Updating and evaluation of a Gantt chart for a specific project should take place on a time frame appropriate to the length of the next immediate phase; weekly or biweekly is typical.
Timeline Planning
This figure shows a screenshot of a typical Gantt chart, in OmniPlan software, illustrating the timelines of different project steps, their dependencies, and specific milestones (such as a due date for a site visit or grant submission). Note that Gantt software automatically moves the end date for each item if its subtasks' timing changes, enabling one to see a dynamically correct up-to-date temporal map of the project that adjusts for the real-world contingencies of research.
In addition to the comprehensive work plan in OmniFocus or similar, it is helpful to use a Calendar (which synchronizes to a server, such as Microsoft Office calendar with Exchange server). For yourself, make a task every day called “Monday tasks,” etc., which contains all the individual things to be accomplished (which do not warrant their own calendar reminder). First thing in the morning, one can take a look at the day's tasks to see what needs to be done. Whatever does not get done that day is to be copied onto another day's tasks. For each of the people on your team, make a timed reminder (weekly, for example, for those with whom you meet once a week) containing the immediate next steps for them to do and the next thing they are supposed to produce for your meeting. Have it with you when you meet, and give them a copy, updating the next occurrence as needed based on what was decided at the meeting to do next. This scheme makes it easy for you to remember precisely what needs to be covered in the discussion, serves as a record of the project and what you walked about with whom at any given day (which can be consulted years later, to reconstruct events if needed), and is useful to synchronize everyone on the same page (if the team member gets a copy of it after the meeting).
Writing, to disseminate results and analysis, is a central activity for scientists. One of the OmniFocus library's sections should contain lists of upcoming grants to write, primary papers that are being worked on, and reviews/hypothesis papers planned. Microsoft Word is the most popular tool for writing papers—its major advantage is compatibility with others, for collaborative manuscripts (its Track Changes feature is also very well implemented, enabling collaboration as a master document is passed from one co-author to another). But Scrivener should be seriously considered—it is an excellent tool that facilitates complex projects and documents because it enables WYSIWYG text editing in the context of a hierarchical structure, which allows you to simultaneously work on a detailed piece of text while seeing the whole outline of the project ( Figure 7 ).
Writing Complex Materials
This figure shows a screenshot from the Scrivener software. The panel on the left facilitates logical and hierarchical organization of a complex writing project (by showing where in the overall structure any given text would fit), while the editing pane on the right allows the user to focus on writing a specific subsection without having to scroll through (but still being able to see) the major categories within which it must fit.
It is critical to learn to use a reference manager—there are numerous ones, including, for example, Endnote, which will make it much easier to collaborate with others on papers with many citations. One specific tip to make collaboration easier is to ask all of the co-authors to set the reference manager to use PMID Accession Number in the temporary citations in the text instead of the arbitrary record number it uses by default. That way, a document can have its bibliography formatted by any of the co-authors even if they have completely different libraries. Although some prefer collaborative editing of a Google Doc file, we have found a “master document” system useful, in which a file is passed around among collaborators by email but only one can make (Tracked) edits at a time (i.e., one person has the master doc and everyone makes edits on top of that).
One task most scientists regularly undertake is writing reviews of a specific subfield (or Whitepapers). It is often difficult, when one has an assignment to write, to remember all of the important papers that were seen in the last few years that bear on the topic. One method to remedy this is to keep standing document files, one for each topic that one might plausibly want to cover and update them regularly. Whenever a good paper is found, immediately enter it into the reference manager (with good keywords) and put a sentence or two about its main point (with the citation) into the relevant document. Whenever you decide to write the review, you will already have a file with the necessary material that only remains to be organized, allowing you to focus on conceptual integration and not combing through literature.
The life cycle of research can be viewed through the lens of the tools used at different stages. First there are the conceptual ideas; many are interconnected, and a mind mapper is used to flesh out the structure of ideas, topics, and concepts; make it explicit; and share it within the team and with external collaborators. Then there is the knowledge—facts, data, documents, protocols, pieces of information that relate to the various concepts. Kept in a combination of Endnote (for papers), Evernote (for information fragments and lists), and file system files (for documents), everything is linked and cross-referenced to facilitate the projects. Activities are action items, based on the mind map, of what to do, who is doing what, and for which purpose/grant. OmniFocus stores the subtasks within tasks within goals for the PI and everyone in the laboratory. During meetings with team members, these lists and calendar entries are used to synchronize objectives with everyone and keep the activity optimized toward the next step goals. The product—discovery and synthesis—is embodied in publications via a word processor and reference manager. A calendar structure is used to manage the trajectory from idea to publication or grant.
The tools are currently good enough to enable individual components in this pipeline. Because new tools are continuously developed and improved, we recommend a yearly overview and analysis of how well the tools are working (e.g., which component of the management plan takes the most time or is the most difficult to make invisible relative to the actual thinking and writing), coupled to a web search for new software and updated versions of existing programs within each of the categories discussed earlier.
A major opportunity exists for software companies in the creation of integrated new tools that provide all the tools in a single integrated system. In future years, a single platform will surely appear that will enable the user to visualize the same research structure from the perspective of an idea mind map, a schedule, a list of action items, or a knowledge system to be queried. Subsequent development may even include Artificial Intelligence tools for knowledge mining, to help the researcher extract novel relationships among the content. These will also need to dovetail with ELN platforms, to enable a more seamless integration of project management with primary data. These may eventually become part of the suite of tools being developed for improving larger group dynamics (e.g., Microsoft Teams). One challenge in such endeavors is ensuring the compatibility of formats and management procedures across groups and collaborators, which can be mitigated by explicitly discussing choice of software and process, at the beginning of any serious collaboration.
Regardless of the specific software products used, a researcher needs to put systems in place for managing information, plans, schedules, and work products. These digital objects need to be maximally accessible and backed up, to optimize productivity. A core principle is to have these systems be so robust and lightweight as to serve as an “external brain” ( Menary, 2010 )—to maximize creativity and deep thought by making sure all the details are recorded and available when needed. Although the above discussion focused on the needs of a single researcher (perhaps running a team), future work will address the unique needs of collaborative projects with more lateral interactions by significant numbers of participants.
We thank Joshua Finkelstein for helpful comments on a draft of the manuscript. M.L. gratefully acknowledges support by an Allen Discovery Center award from the Paul G. Allen Frontiers Group (12171) and the Barton Family Foundation.
Strategies for overcoming the disagreements that can stymie innovation.
Previous research has found that new ideas are seen as risky and are often rejected. New research suggests that this rejection can be due to people’s lack of shared criteria or reference points when evaluating a potential innovation’s value. In a new paper, the authors find that the more novel the idea, the more people differ on their perception of its value. They also found that disagreement itself can make people view ideas as risky and make them less likely to support them, regardless of how novel the idea is. To help teams get on the same page when it comes to new ideas, they suggest gathering information about evaluator’s reference points and developing criteria that can lead to more focused discussions.
Picture yourself in a meeting where a new idea has just been pitched, representing a major departure from your company’s standard practices. The presenter is confident about moving forward, but their voice is quickly overtaken by a cacophony of opinions from firm opposition to enthusiastic support. How can you make sense of the noise? What weight do you give each of these opinions? And what does this disagreement say about the idea?
Trump: “There are some ideas in there that are very productive and will be great for this country. There are some ideas in there that might be a little more extreme.”
Written by Media Matters Staff
Published 08/21/24 1:28 PM EDT
Citation From the August 20, 2024, edition of The Blaze's Pat Gray Unleashed
PAT GRAY (HOST): Democrats have also done a really good job with repositioning Project 25 as some sort of kookery and really they - I don't know if the RNC is okay with them repositioning that but most of the proposals, in fact, all the proposals I've seen are pretty reasonable, you know, protect the border, we're pro-life. I mean, these are things that just make sense for the conservative party. Is that something that Donald feels it's necessary to distance himself from?
LARA TRUMP: Well, I think you're right there are some ideas in there that are very productive and will be great for this country. There are some ideas in there that might be a little more extreme and the problem is Donald Trump hasn't had anything to do with Project 2025. This is a think tank.
Project 2025, organized by the Heritage Foundation, extensively outlines potential approaches to governance for the next would-be Republican president, including replacing federal employees with extremists and Trump loyalists and attacking LGBTQ rights , abortion , contraception , and labor unions . Project 2025 describes extreme policies like dismantling the federal agency that tracks hurricanes , upending Medicare as we know it , enacting inflationary tariff policies , and dramatically raising taxes on everyday Americans .
Trump has deep ties to Project 2025, despite attempts by Trump and his allies to distance himself. Just days ago, an undercover video revealed Project 2025 architect Russ Vought highlighting Trump's ties to Project 2025 and downplaying the former president distancing himself, candidly explaining that Trump is just “running against the brand” of Project 2025 but that, “he’s very supportive of what we do.” Heritage Foundation president Kevin Roberts has made similar remarks .
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This fact check originally appeared on PolitiFact .
Project 2025 has a starring role in this week’s Democratic National Convention.
And it was front and center on Night 1.
WATCH: Hauling large copy of Project 2025, Michigan state Sen. McMorrow speaks at 2024 DNC
“This is Project 2025,” Michigan state Sen. Mallory McMorrow, D-Royal Oak, said as she laid a hardbound copy of the 900-page document on the lectern. “Over the next four nights, you are going to hear a lot about what is in this 900-page document. Why? Because this is the Republican blueprint for a second Trump term.”
Vice President Kamala Harris, the Democratic presidential nominee, has warned Americans about “Trump’s Project 2025” agenda — even though former President Donald Trump doesn’t claim the conservative presidential transition document.
“Donald Trump wants to take our country backward,” Harris said July 23 in Milwaukee. “He and his extreme Project 2025 agenda will weaken the middle class. Like, we know we got to take this seriously, and can you believe they put that thing in writing?”
Minnesota Gov. Tim Walz, Harris’ running mate, has joined in on the talking point.
“Don’t believe (Trump) when he’s playing dumb about this Project 2025. He knows exactly what it’ll do,” Walz said Aug. 9 in Glendale, Arizona.
Trump’s campaign has worked to build distance from the project, which the Heritage Foundation, a conservative think tank, led with contributions from dozens of conservative groups.
Much of the plan calls for extensive executive-branch overhauls and draws on both long-standing conservative principles, such as tax cuts, and more recent culture war issues. It lays out recommendations for disbanding the Commerce and Education departments, eliminating certain climate protections and consolidating more power to the president.
Project 2025 offers a sweeping vision for a Republican-led executive branch, and some of its policies mirror Trump’s 2024 agenda, But Harris and her presidential campaign have at times gone too far in describing what the project calls for and how closely the plans overlap with Trump’s campaign.
PolitiFact researched Harris’ warnings about how the plan would affect reproductive rights, federal entitlement programs and education, just as we did for President Joe Biden’s Project 2025 rhetoric. Here’s what the project does and doesn’t call for, and how it squares with Trump’s positions.
To distance himself from Project 2025 amid the Democratic attacks, Trump wrote on Truth Social that he “knows nothing” about it and has “no idea” who is in charge of it. (CNN identified at least 140 former advisers from the Trump administration who have been involved.)
The Heritage Foundation sought contributions from more than 100 conservative organizations for its policy vision for the next Republican presidency, which was published in 2023.
Project 2025 is now winding down some of its policy operations, and director Paul Dans, a former Trump administration official, is stepping down, The Washington Post reported July 30. Trump campaign managers Susie Wiles and Chris LaCivita denounced the document.
WATCH: A look at the Project 2025 plan to reshape government and Trump’s links to its authors
However, Project 2025 contributors include a number of high-ranking officials from Trump’s first administration, including former White House adviser Peter Navarro and former Housing and Urban Development Secretary Ben Carson.
A recently released recording of Russell Vought, a Project 2025 author and the former director of Trump’s Office of Management and Budget, showed Vought saying Trump’s “very supportive of what we do.” He said Trump was only distancing himself because Democrats were making a bogeyman out of the document.
The Harris campaign shared a graphic on X that claimed “Trump’s Project 2025 plan for workers” would “go after birth control and ban abortion nationwide.”
The plan doesn’t call to ban abortion nationwide, though its recommendations could curtail some contraceptives and limit abortion access.
What’s known about Trump’s abortion agenda neither lines up with Harris’ description nor Project 2025’s wish list.
Project 2025 says the Department of Health and Human Services Department should “return to being known as the Department of Life by explicitly rejecting the notion that abortion is health care.”
It recommends that the Food and Drug Administration reverse its 2000 approval of mifepristone, the first pill taken in a two-drug regimen for a medication abortion. Medication is the most common form of abortion in the U.S. — accounting for around 63 percent in 2023.
If mifepristone were to remain approved, Project 2025 recommends new rules, such as cutting its use from 10 weeks into pregnancy to seven. It would have to be provided to patients in person — part of the group’s efforts to limit access to the drug by mail. In June, the U.S. Supreme Court rejected a legal challenge to mifepristone’s FDA approval over procedural grounds.
WATCH: Trump’s plans for health care and reproductive rights if he returns to White House The manual also calls for the Justice Department to enforce the 1873 Comstock Act on mifepristone, which bans the mailing of “obscene” materials. Abortion access supporters fear that a strict interpretation of the law could go further to ban mailing the materials used in procedural abortions, such as surgical instruments and equipment.
The plan proposes withholding federal money from states that don’t report to the Centers for Disease Control and Prevention how many abortions take place within their borders. The plan also would prohibit abortion providers, such as Planned Parenthood, from receiving Medicaid funds. It also calls for the Department of Health and Human Services to ensure that the training of medical professionals, including doctors and nurses, omits abortion training.
The document says some forms of emergency contraception — particularly Ella, a pill that can be taken within five days of unprotected sex to prevent pregnancy — should be excluded from no-cost coverage. The Affordable Care Act requires most private health insurers to cover recommended preventive services, which involves a range of birth control methods, including emergency contraception.
Trump has recently said states should decide abortion regulations and that he wouldn’t block access to contraceptives. Trump said during his June 27 debate with Biden that he wouldn’t ban mifepristone after the Supreme Court “approved” it. But the court rejected the lawsuit based on standing, not the case’s merits. He has not weighed in on the Comstock Act or said whether he supports it being used to block abortion medication, or other kinds of abortions.
“When you read (Project 2025),” Harris told a crowd July 23 in Wisconsin, “you will see, Donald Trump intends to cut Social Security and Medicare.”
The Project 2025 document does not call for Social Security cuts. None of its 10 references to Social Security addresses plans for cutting the program.
Harris also misleads about Trump’s Social Security views.
In his earlier campaigns and before he was a politician, Trump said about a half-dozen times that he’s open to major overhauls of Social Security, including cuts and privatization. More recently, in a March 2024 CNBC interview, Trump said of entitlement programs such as Social Security, “There’s a lot you can do in terms of entitlements, in terms of cutting.” However, he quickly walked that statement back, and his CNBC comment stands at odds with essentially everything else Trump has said during the 2024 presidential campaign.
Trump’s campaign website says that not “a single penny” should be cut from Social Security. We rated Harris’ claim that Trump intends to cut Social Security Mostly False.
Project 2025 does propose changes to Medicare, including making Medicare Advantage, the private insurance offering in Medicare, the “default” enrollment option. Unlike Original Medicare, Medicare Advantage plans have provider networks and can also require prior authorization, meaning that the plan can approve or deny certain services. Original Medicare plans don’t have prior authorization requirements.
The manual also calls for repealing health policies enacted under Biden, such as the Inflation Reduction Act. The law enabled Medicare to negotiate with drugmakers for the first time in history, and recently resulted in an agreement with drug companies to lower the prices of 10 expensive prescriptions for Medicare enrollees.
Trump, however, has said repeatedly during the 2024 presidential campaign that he will not cut Medicare.
The Harris campaign said Project 2025 would “eliminate the U.S. Department of Education” — and that’s accurate. Project 2025 says federal education policy “should be limited and, ultimately, the federal Department of Education should be eliminated.” The plan scales back the federal government’s role in education policy and devolves the functions that remain to other agencies.
Aside from eliminating the department, the project also proposes scrapping the Biden administration’s Title IX revision, which prohibits discrimination based on sexual orientation and gender identity. It also would let states opt out of federal education programs and calls for passing a federal parents’ bill of rights similar to ones passed in some Republican-led state legislatures.
Republicans, including Trump, have pledged to close the department, which gained its status in 1979 within Democratic President Jimmy Carter’s presidential Cabinet.
In one of his Agenda 47 policy videos, Trump promised to close the department and “to send all education work and needs back to the states.” Eliminating the department would have to go through Congress.
In the graphic, the Harris campaign says Project 2025 allows “employers to stop paying workers for overtime work.”
The plan doesn’t call for banning overtime wages. It recommends changes to some Occupational Safety and Health Administration, or OSHA, regulations and to overtime rules. Some changes, if enacted, could result in some people losing overtime protections, experts told us.
The document proposes that the Labor Department maintain an overtime threshold “that does not punish businesses in lower-cost regions (e.g., the southeast United States).” This threshold is the amount of money executive, administrative or professional employees need to make for an employer to exempt them from overtime pay under the Fair Labor Standards Act.
In 2019, the Trump’s administration finalized a rule that expanded overtime pay eligibility to most salaried workers earning less than about $35,568, which it said made about 1.3 million more workers eligible for overtime pay. The Trump-era threshold is high enough to cover most line workers in lower-cost regions, Project 2025 said.
The Biden administration raised that threshold to $43,888 beginning July 1, and that will rise to $58,656 on Jan. 1, 2025. That would grant overtime eligibility to about 4 million workers, the Labor Department said.
It’s unclear how many workers Project 2025’s proposal to return to the Trump-era overtime threshold in some parts of the country would affect, but experts said some would presumably lose the right to overtime wages.
Other overtime proposals in Project 2025’s plan include allowing some workers to choose to accumulate paid time off instead of overtime pay, or to work more hours in one week and fewer in the next, rather than receive overtime.
Trump’s past with overtime pay is complicated. In 2016, the Obama administration said it would raise the overtime to salaried workers earning less than $47,476 a year, about double the exemption level set in 2004 of $23,660 a year.
But when a judge blocked the Obama rule, the Trump administration didn’t challenge the court ruling. Instead it set its own overtime threshold, which raised the amount, but by less than Obama.
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What is a research project.
A research project is an academic, scientific, or professional undertaking to answer a research question . Research projects can take many forms, such as qualitative or quantitative , descriptive , longitudinal , experimental , or correlational . What kind of research approach you choose will depend on your topic.
The best way to remember the difference between a research plan and a research proposal is that they have fundamentally different audiences. A research plan helps you, the researcher, organize your thoughts. On the other hand, a dissertation proposal or research proposal aims to convince others (e.g., a supervisor, a funding body, or a dissertation committee) that your research topic is relevant and worthy of being conducted.
Formulating a main research question can be a difficult task. Overall, your question should contribute to solving the problem that you have defined in your problem statement .
However, it should also fulfill criteria in three main areas:
Research questions anchor your whole project, so it’s important to spend some time refining them.
In general, they should be:
All research questions should be:
A research aim is a broad statement indicating the general purpose of your research project. It should appear in your introduction at the end of your problem statement , before your research objectives.
Research objectives are more specific than your research aim. They indicate the specific ways you’ll address the overarching aim.
Once you’ve decided on your research objectives , you need to explain them in your paper, at the end of your problem statement .
Keep your research objectives clear and concise, and use appropriate verbs to accurately convey the work that you will carry out for each one.
I will compare …
Your research objectives indicate how you’ll try to address your research problem and should be specific:
Research objectives describe what you intend your research project to accomplish.
They summarize the approach and purpose of the project and help to focus your research.
Your objectives should appear in the introduction of your research paper , at the end of your problem statement .
The main guidelines for formatting a paper in Chicago style are to:
To automatically generate accurate Chicago references, you can use Scribbr’s free Chicago reference generator .
The main guidelines for formatting a paper in MLA style are as follows:
To format a paper in APA Style , follow these guidelines:
No, it’s not appropriate to present new arguments or evidence in the conclusion . While you might be tempted to save a striking argument for last, research papers 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 results and discussion sections if you are following a scientific structure). The conclusion is meant to summarize and reflect on the evidence and arguments you have already presented, not introduce new ones.
The conclusion of a research paper has several key elements you should make sure to include:
Don’t feel that you have to write the introduction first. The introduction is often one of the last parts of the research paper you’ll write, along with the conclusion.
This is because it can be easier to introduce your paper once you’ve already written the body ; you may not have the clearest idea of your arguments until you’ve written them, and things can change during the writing process .
The way you present your research problem in your introduction varies depending on the nature of your research paper . A research paper that presents a sustained argument will usually encapsulate this argument in a thesis statement .
A research paper designed to present the results of empirical research tends to present a research question that it seeks to answer. It may also include a hypothesis —a prediction that will be confirmed or disproved by your research.
The introduction of a research paper includes several key elements:
and your problem statement
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Scribbr specializes in editing study-related documents . We proofread:
Scribbr’s Plagiarism Checker is powered by elements of Turnitin’s Similarity Checker , namely the plagiarism detection software and the Internet Archive and Premium Scholarly Publications content databases .
The add-on AI detector is powered by Scribbr’s proprietary software.
The Scribbr Citation Generator is developed using the open-source Citation Style Language (CSL) project and Frank Bennett’s citeproc-js . It’s the same technology used by dozens of other popular citation tools, including Mendeley and Zotero.
You can find all the citation styles and locales used in the Scribbr Citation Generator in our publicly accessible repository on Github .
Agencies behind the project say the lessons of Skynet will inform how they build and operate the optical surveillance system for China’s lunar research station.
Skynet, or Tianwang, is the world’s largest video surveillance network, with more than 600 million cameras, averaging one camera for every two adult Chinese citizens and covering virtually every nook and cranny of the country.
Commercial US spacecraft touches down on the moon in a historic first for private industry
“The construction and operation of the optical surveillance system for the (International) Lunar Research Station can draw on the successful experience … of China’s Skynet project,” the Lunar Exploration and Space Engineering Centre of the China National Space Administration (CNSA) said in a paper published in the Chinese academic journal Acta Optica Sinica on February 22.
The co-authoring organisations – which also include the Chinese Academy of Sciences, the China Aerospace Science and Technology Corporation and Zhejiang University – are the main agencies that manage and execute China’s lunar programme and play a major role in setting technical standards.
China’s lunar version of Skynet will comprise a large number of high-performance security cameras operating in visible light or infrared zones.
These cameras, mostly weighing just 100 grams (3½ oz) each, will be equipped with AI-driven chips “capable of identifying, locating, tracking and aiming at suspicious targets independently”, according to the paper.
It said that if “abnormalities” were detected the system would “promptly generate alarm signals and initiate appropriate response measures”.
The paper did not specify what those measures might be.
After arriving on the moon in batches, the cameras would automatically connect to each other, achieving seamless coverage of the station area, according to the paper.
The proposed lunar research station, with a radius more than 6km (3.7 miles), is a sprawling complex larger than a Disney theme park. It will house a command centre, power station, communication hub, scientific facilities and a fleet of robots.
The station will even have its own satellites for remote sensing, navigation and communication.
To ensure its long-term stability and safety, decision-makers say a robust monitoring system is a must and say certain critical zones may even require continuous, 360-degree surveillance.
For events such as the arrival and departure of spacecraft carrying international astronauts, the system could provide multi-camera, high-definition live-streams to Earth. The authors said this would not only improve the station’s operational efficiency but also solidify China’s position as a leading space power.
But the vast amount of data generated by the cameras will test its bandwidth and data processing abilities.
To overcome these hurdles, Chinese scientists and engineers are leaning on their experience with the terrestrial Skynet project, where they have developed advanced technologies for efficient data transmission and processing under constrained bandwidths.
Despite its controversial namesake – the malevolent AI from The Terminator movie franchise – the Skynet system is rooted in an ancient Chinese proverb that embodies the principle of omnipresent justice.
“There is forever a net in the sky, with large mesh but letting nothing through,” the proverb goes. It means that the law is all-seeing and wrongdoers will eventually face retribution.
In this context, China sees the lunar Skynet as part of its commitment to safety, security, and transparency in the ambitious moon exploration programme.
Critics contend that Skynet tramples on human rights and privacy. In a notable incident in Changsu in Jiangsu province in October, several Yushan park administrators lost their jobs for posting a surveillance video online that showed a couple having sex in the woods.
Still, many Chinese residents believe Skynet’s presence has made their country one of the safest in the world. In megacities such as Beijing and Shanghai, with populations exceeding 20 million, robbery and murder cases are rare and that for many years, the police have solved 100 per cent of crimes, according to the Ministry of Public Security.
Bringing Skynet to the moon will not be an easy task. According to CNSA requirements, a lunar surveillance camera must have a minimum lifespan of 10 years.
During that time, they must withstand the onslaught of high-energy particles in the space environment while functioning across extreme temperature fluctuations from above 100 degrees Celsius during lunar days to as low as minus 180 Celsius during lunar nights.
Despite their compact size, the lunar cameras are expected to perform myriad tasks, including capturing both distant and wide-angle views and they must be able to self-adjust and operate independently if communication with Earth is lost.
India releases images of lunar surface from world’s 1st spacecraft to land on the moon’s south pole
Chinese space authorities hope leading Chinese technology companies, including smartphone manufacturers, can help research and develop a surveillance system whose challenges include lens design, chip technology, protective materials, optical systems, communication protocols and AI algorithms.
The lunar Skynet must also be fortified against potential external threats, whether from other nations or terrorist organisations with security standards that may exceed those for terrestrial systems.
“Ensuring confidential communication between the various optical detection terminals and the central control hub represents a significant engineering hurdle,” the authors wrote in the paper.
“The encryption techniques employed for signal transmission and streaming media must be resilient against the interference caused by the intense electromagnetic radiation prevalent in deep space. The data must not be damaged or stolen,” said the paper.
“It underscored the need to establish a new set of standards tailored to the unique operational demands of deep-space missions, thereby ensuring the integrity and security of mass-produced optical surveillance terminals.”
In the new moon race, both China and the United States have outlined plans to establish international bases at the moon’s south pole. They are envisioned as the cornerstones of future lunar exploration efforts and participation from other nations is being sought.
Scientific speculation suggests water ice exists in the permanently shadowed craters of the lunar south pole.
However, the limited and potentially concentrated nature of these water resources has led to concerns they may become the focus of competition and potential conflict among spacefaring nations.
Published research and discussions at international academic forums highlight the possibility that the Chinese and American lunar bases may be near each other, potentially even sharing the same crater.
International law prohibits the deployment of weapons on the lunar surface and both China and the US have reiterated that their lunar exploration programmes are strictly peaceful in nature.
However, the lack of a clear regulatory framework governing potential differences and conflicts between the two camps remains a significant concern.
We followed the developments and fact-checked the speakers, providing context and explanation.
President Biden praised his administration’s accomplishments and declared his vice president a worthy successor on the first night of the Democratic National Convention on Monday.
Mr. Biden’s speech capped a night in which Democratic lawmakers and party stalwarts praised Vice President Kamala Harris, warned repeatedly that former President Donald J. Trump was unfit for office and celebrated Mr. Biden’s legacy.
Here’s a look at some of their claims.
— Representative Robert Garcia of California
Mr. Trump’s comments, in April 2020, about the efficacy of disinfectants and light as treatments for the coronavirus elicited uproar and confusion . He did not literally instruct people to inject bleach, but raised the suggestion as an “interesting” concept to test out.
At the April 2020 news conference , a member of Mr. Trump’s coronavirus task force said that the virus dies under direct sunlight and that applying bleach in indoor spaces kills the virus in five minutes and isopropyl alcohol does so in 30 seconds.
Mr. Trump responded: “Supposing we hit the body with a tremendous — whether it’s ultraviolet or just very powerful light — and I think you said that that hasn’t been checked, but you’re going to test it. And then I said, supposing you brought the light inside the body, which you can do either through the skin or in some other way, and I think you said you’re going to test that too.”
He added: “And then I see the disinfectant, where it knocks it out in a minute. One minute. And is there a way we can do something like that, by injection inside or almost a cleaning? Because you see it gets in the lungs and it does a tremendous number on the lungs. So it would be interesting to check that.”
Jeanna Smialek
— Gov. Kathy Hochul of New York
It is true that manufacturing employment is up sharply under the Biden administration, but much of the gains are simply a recovery from job losses early in the coronavirus pandemic. Manufacturing employment is just slightly above its 2019 level. And factory employment also climbed somewhat from when Donald J. Trump took office in early 2017 and the onset of the pandemic in 2020.
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— Representative James E. Clyburn, Democrat of South Carolina
President Donald J. Trump and President Biden took different approaches to school reopenings during the coronavirus pandemic, with Mr. Trump encouraging schools to stay open and Mr. Biden emphasizing the need to contain the virus before reopening classroom doors. While they could signal policy preferences, developments in how the virus spread and how states and school districts reacted were sometimes out of their control.
The Centers for Disease Control and Prevention warned schools to prepare for disruption in February 2020, and a high school in Washington State became the first to close its doors that month . More schools across the country followed in adopting online instruction, but by the fall of 2020, some schools — often in states with Republican governors — returned to in-person instruction.
One audit found that by the fall of 2020 more schools had reverted to a traditional or hybrid model than remained virtual. A C.D.C. study found that school closures peaked in 2021, under the Biden administration, when the Omicron variant spread. By the fall of 2021, though, 98 percent of public schools were offering in-person instruction full time, according to the Education Department .
— Representative Jasmine Crockett, Democrat of Texas
Project 2025, a set of conservative policy proposals assembled by a Washington think tank for a Republican presidential administration, does not directly come from Mr. Trump or his campaign.
Still, CNN documented instances where 140 people who worked for the Trump administration had a role in Project 2025. Some were top advisers to Mr. Trump in his first term and a re all but certain to step into prominent posts should he win a second term.
Mr. Trump has also supported some of the proposals, with even some overlap between Project 2025 and his own campaign plans. Among the similarities: undercutting the independence of the Justice Department and pressing to end diversity, equity and inclusion programs. And he enacted other initiatives mentioned in Project 2025 in his first term, such as levying tariffs on China and making it easier to fire federal workers.
But Mr. Trump has criticized some elements as “absolutely ridiculous and abysmal” though he has not specified which proposals he opposes. When the director of the project departed the think tank, Mr. Trump’s campaign released a statement that stated: “Reports of Project 2025’s demise would be greatly welcomed and should serve as notice to anyone or any group trying to misrepresent their influence with President Trump and his campaign — it will not end well for you.”
— Gov. Andy Beshear of Kentucky
Mr. Beshear was referring to comments Mr. Vance made during his 2022 campaign for Senate. Mr. Vance has rejected such interpretations.
In remarks to a Christian high school in California in September 2021, Mr. Vance spoke of his grandparents’ marriage, which he described in his memoir as violent.
“This is one of the great tricks that I think the sexual revolution pulled on the American populace, which is the idea that like, ‘Well, OK, these marriages were fundamentally, you know, they were maybe even violent, but certainly they were unhappy. And so getting rid of them and making it easier for people to shift spouses like they change their underwear, that’s going to make people happier in the long term,” he said .
Asked by Vice News about his remarks in 2022, Mr. Vance said, “Any fair person would recognize I was criticizing the progressive frame on this issue, not embracing it.”
He also told Fox News that Democrats had “twisted my words here” and that “it’s not what I believe, it’s not what I said.”
And regarding pregnancies resulting from rape, Mr. Vance told Fox News that he was criticizing the view that such pregnancies are “inconvenient.”
In a 2021 interview , Mr. Vance was asked whether abortion bans should have exceptions for rape or incest. He responded, “At the end of the day, we’re talking about an unborn baby. What kind of society do we want to have? A society that looks at unborn babies as inconveniences to be discarded?”
— President Biden
Mr. Biden signed a law that places a cap of $35 a month on insulin for all Medicare Part D beneficiaries. But he is overstating the average cost before the law.
Patients’ out-of-pocket spending on insulin was $434 on average for all of 2019 — not per month — and $449 per year for Medicare enrollees, according to the Health and Human Services Department .
As a percentage of wealth held by white families, Black and Latino families did grow to the largest amounts in 2022 in two decades. But the disparity in absolute dollar value actually increased.
The claim that, as president, Donald J. Trump called veterans “suckers” and “losers” stems from a 2020 article in The Atlantic about his relationship to the military.
The article relied on anonymous sources, but many of the accounts have been corroborated by other outlets, including The New York Times, and by John F. Kelly, a retired four-star Marine general who served as Mr. Trump’s White House chief of staff. Mr. Trump has emphatically denied making the remarks since the article was published. Here’s a breakdown .
This is misleading..
Mr. Trump has said repeatedly during his 2024 presidential campaign that he would not cut Social Security or Medicare, though he had previously shown brief and vague support for such proposals.
Asked about his position on the programs in relation to the national debt, Mr. Trump told CNBC in March, “There is a lot you can do in terms of entitlements in terms of cutting and in terms of also the theft and the bad management of entitlements.”
But Mr. Trump and his campaign clarified that he would not seek to cut the programs. Mr. Trump told the website Breitbart , “I will never do anything that will jeopardize or hurt Social Security or Medicare.” And during a July rally in Minnesota, he again vowed, “I will not cut one penny from Social Security or Medicare, and I will not raise the retirement age by one day, not by one day.”
Still, Mr. Trump has not outlined a clear plan for keeping the programs solvent. During his time in office, Mr. Trump did propose some cuts to Medicare — though experts said the cost reductions would not have significantly affected benefits — and to Social Security’s programs for people with disabilities. They were not enacted by Congress.
Looking at a single presidential term, Donald J. Trump’s administration did rack up more debt than any other in raw dollars — about $7.9 trillion . But the debt rose more under President Barack Obama’s eight years than under Mr. Trump’s four years. Also, when viewed as a percentage increase, the national debt rose more under President George H.W. Bush’s single term than under Mr. Trump’s.
The Congressional Budget Office estimated that Mr. Trump’s tax cuts — which passed in December 2017 with no Democrats in support — roughly added another $1 trillion to the federal deficit from 2018 to 2021, even after factoring in economic growth spurred by the tax cuts. But other drivers of the deficit include several sweeping measures that had bipartisan approval. The first coronavirus stimulus package , which received near unanimous support in Congress, added $2 trillion to the deficit over the next two fiscal years. Three additional spending measures contending with the coronavirus pandemic and its economic ramifications added another $1.4 trillion.
It is also important to note that presidents do not hold unilateral responsibility for the debt increase under their time in office. Policies from previous administrations — and programs such as Social Security and Medicare — continue to drive up debt, as do unexpected circumstances.
COMMENTS
Completing any research project requires meticulous planning, experimental design and execution, and compilation and publication of findings in the form of a research paper. All of these are often unfamiliar to naïve researchers; thus, the purpose of this workshop was to teach participants to master the critical steps involved in the ...
This article takes you through the first steps of the research process, helping you narrow down your ideas and build up a strong foundation for your research project. Table of contents. Step 1: Choose your topic. Step 2: Identify a problem. Step 3: Formulate research questions. Step 4: Create a research design. Step 5: Write a research proposal.
While many books and articles guide various qualitative research methods and analyses, there is currently no concise resource that explains and differentiates among the most common qualitative approaches. We believe novice qualitative researchers, students planning the design of a qualitative study or taking an introductory qualitative research course, and faculty teaching such courses can ...
Research proposal examples. Writing a research proposal can be quite challenging, but a good starting point could be to look at some examples. We've included a few for you below. Example research proposal #1: "A Conceptual Framework for Scheduling Constraint Management".
Thomas V. Perneger, Patricia M. Hudelson, Writing a research article: advice to beginners, International Journal for Quality in Health Care, Volume 16, Issue 3, June 2004, ... If a project allows you to explore several distinct research questions, write several papers. For instance, if you measured the impact of obtaining written consent on ...
The proposal is a detailed plan or 'blueprint' for the intended study, and once it is completed, the research project should flow smoothly. Even today, many of the proposals at post-graduate evaluation committees and application proposals for funding are substandard. A search was conducted with keywords such as research proposal, writing ...
A research design is a strategy for answering your research question using empirical data. Creating a research design means making decisions about: Your overall research objectives and approach. Whether you'll rely on primary research or secondary research. Your sampling methods or criteria for selecting subjects. Your data collection methods.
Select the most appropriate investigative methods (surveys, interviews, experiments) and research tools (periodical indexes, databases, websites). Plan the research project. Retrieve information using a variety of methods (draw on a repertoire of skills). Refine the search strategy as necessary.
Here are some simple steps that may contribute to an organised start on the project. You need a protocol but first you must be clear about what the project will involve. Undertake a literature search on the suggested topic. Read all the papers from the last ten years and summarise them on a single page of A4.
Methodology - the methods you will use for your primary research. Findings and results - presenting the data from your primary research. Discussion - summarising and analysing your research and what you have found out. Conclusion - how the project went (successes and failures), areas for future study.
Step 3: Review previous research. In academic research, from articles to books, it's common to find a section called a 'literature review'. The purpose of that section is to describe the state of the art in knowledge on the research question that a project has posed.
Take your time with the planning process. "It's worth consulting other researchers, doing a pilot study to test it, before you go out spending the time, money, and energy to do the big study," Crawford says. "Because once you begin the study, you can't stop.". Challenge: Assembling a Research Team.
According to a Rutgers University resource titled, Definition of a research project and specifications for fulfilling the requirement, "A research project is a scientific endeavor to answer a research question.". Specifically, projects may take the form of "case series, case control study, cohort study, randomized, controlled trial ...
earch project are also provided.A key feature of a good research project is that it has never been done before; that is, it is in some way original in the sense that it is not aiming to find out something. ople in the field already know. The proj. t also needs to be worth doing. It is, then, important to consider the value and relevance of the ...
A project can end for various reasons, including getting scooped by competitors or when funding runs out. In Argentina, we often face limited research funding compared with other regions of the ...
Just be careful that you don't end up stuck with an idea you want to do, but are afraid to do because you know someone else did it before. 4. Think from all angles. If you have at least a little direction based on the project guidelines, take that basic direction and start turning it over and over in your mind.
Make sure you explain the results clearly so that your audience understands what your research found. This is the peak of tension in your narrative arc, so don't undercut it by quickly clicking through to your discussion. Discussion (falling action) By now your audience should be dying for a satisfying resolution.
Research data management (RDM) is the cornerstone of a successful research project, and yet it often remains an underappreciated art that gets overlooked in the hustle and bustle of everyday project management even when required by funding bodies. If researchers are to strive for reproducible science that adheres to the principles of FAIR, then they need to manage the data associated with ...
Cite this Scribbr article. If you want to cite this source, you can copy and paste the citation or click the "Cite this Scribbr article" button to automatically add the citation to our free Citation Generator. McCombes, S. (2023, October 19). 10 Research Question Examples to Guide your Research Project. Scribbr.
Thesis. Thesis is a type of research report. A thesis is a long-form research document that presents the findings and conclusions of an original research study conducted by a student as part of a graduate or postgraduate program. It is typically written by a student pursuing a higher degree, such as a Master's or Doctoral degree, although it ...
The advancement of project research parallels the expanding scope and practice of project management. Still, project managers continue to seek improvements to practice that rely on formal modeling and strict process methods. For that reason, we retain an interest in studies that promote and investigate formal models and practices that meet ...
The Life Cycle of Research Activity. Various projects occupy different places along a typical timeline. The life cycle extends from creative ideation to gathering information, to formulating a plan, to the execution for the plan, and then to producing a work product such as a grant or paper based on the results. Many of these phases necessitate ...
Previous research has found that new ideas are seen as risky and are often rejected. New research suggests that this rejection can be due to people's lack of shared criteria or reference points ...
Project 2025 describes extreme policies like dismantling the federal agency that tracks hurricanes, upending Medicare as we know it, enacting inflationary tariff policies, and dramatically raising ...
This fact check originally appeared on PolitiFact. Project 2025 has a starring role in this week's Democratic National Convention. And it was front and center on Night 1. WATCH: Hauling large ...
Our forecast shows the Democrats are back in the race
Project-based. A freelancer is paid a set amount to complete a project with a defined scope and deadline. Monthly retainer. A monthly retainer is a recurring payment that a freelancer receives based on an estimated amount of work for a project's duration or a predetermined amount of time. 2024 freelance outlook and freelancer earning potential
What is a research project? A research project is an academic, scientific, or professional undertaking to answer a research question.Research projects can take many forms, such as qualitative or quantitative, descriptive, longitudinal, experimental, or correlational.What kind of research approach you choose will depend on your topic.
"The construction and operation of the optical surveillance system for the (International) Lunar Research Station can draw on the successful experience … of China's Skynet project," the ...
Fact-Checking Biden's Speech and More: Day 1 of the Democratic National Convention. We followed the developments and fact-checked the speakers, providing context and explanation.