research proposal vs research article

Organizing Your Social Sciences Research Assignments

• Annotated Bibliography
• Analyzing a Scholarly Journal Article
• Group Presentations
• Dealing with Nervousness
• Using Visual Aids
• Grading Someone Else's Paper
• Types of Structured Group Activities
• Group Project Survival Skills
• Leading a Class Discussion
• Multiple Book Review Essay
• Reviewing Collected Works
• Writing a Case Analysis Paper
• Writing a Case Study
• About Informed Consent
• Writing Field Notes
• Writing a Policy Memo
• Writing a Reflective Paper
• Writing a Research Proposal
• Generative AI and Writing
• Acknowledgments

The goal of a research proposal is twofold: to present and justify the need to study a research problem and to present the practical ways in which the proposed study should be conducted. The design elements and procedures for conducting research are governed by standards of the predominant discipline in which the problem resides, therefore, the guidelines for research proposals are more exacting and less formal than a general project proposal. Research proposals contain extensive literature reviews. They must provide persuasive evidence that a need exists for the proposed study. In addition to providing a rationale, a proposal describes detailed methodology for conducting the research consistent with requirements of the professional or academic field and a statement on anticipated outcomes and benefits derived from the study's completion.

Krathwohl, David R. How to Prepare a Dissertation Proposal: Suggestions for Students in Education and the Social and Behavioral Sciences . Syracuse, NY: Syracuse University Press, 2005.

How to Approach Writing a Research Proposal

Your professor may assign the task of writing a research proposal for the following reasons:

• Develop your skills in thinking about and designing a comprehensive research study;
• Learn how to conduct a comprehensive review of the literature to determine that the research problem has not been adequately addressed or has been answered ineffectively and, in so doing, become better at locating pertinent scholarship related to your topic;
• Improve your general research and writing skills;
• Practice identifying the logical steps that must be taken to accomplish one's research goals;
• Critically review, examine, and consider the use of different methods for gathering and analyzing data related to the research problem; and,
• Nurture a sense of inquisitiveness within yourself and to help see yourself as an active participant in the process of conducting scholarly research.

A proposal should contain all the key elements involved in designing a completed research study, with sufficient information that allows readers to assess the validity and usefulness of your proposed study. The only elements missing from a research proposal are the findings of the study and your analysis of those findings. Finally, an effective proposal is judged on the quality of your writing and, therefore, it is important that your proposal is coherent, clear, and compelling.

Regardless of the research problem you are investigating and the methodology you choose, all research proposals must address the following questions:

• What do you plan to accomplish? Be clear and succinct in defining the research problem and what it is you are proposing to investigate.
• Why do you want to do the research? In addition to detailing your research design, you also must conduct a thorough review of the literature and provide convincing evidence that it is a topic worthy of in-depth study. A successful research proposal must answer the "So What?" question.
• How are you going to conduct the research? Be sure that what you propose is doable. If you're having difficulty formulating a research problem to propose investigating, go here for strategies in developing a problem to study.

Common Mistakes to Avoid

• Failure to be concise . A research proposal must be focused and not be "all over the map" or diverge into unrelated tangents without a clear sense of purpose.
• Failure to cite landmark works in your literature review . Proposals should be grounded in foundational research that lays a foundation for understanding the development and scope of the the topic and its relevance.
• Failure to delimit the contextual scope of your research [e.g., time, place, people, etc.]. As with any research paper, your proposed study must inform the reader how and in what ways the study will frame the problem.
• Failure to develop a coherent and persuasive argument for the proposed research . This is critical. In many workplace settings, the research proposal is a formal document intended to argue for why a study should be funded.
• Sloppy or imprecise writing, or poor grammar . Although a research proposal does not represent a completed research study, there is still an expectation that it is well-written and follows the style and rules of good academic writing.
• Too much detail on minor issues, but not enough detail on major issues . Your proposal should focus on only a few key research questions in order to support the argument that the research needs to be conducted. Minor issues, even if valid, can be mentioned but they should not dominate the overall narrative.

Procter, Margaret. The Academic Proposal.  The Lab Report. University College Writing Centre. University of Toronto; Sanford, Keith. Information for Students: Writing a Research Proposal. Baylor University; Wong, Paul T. P. How to Write a Research Proposal. International Network on Personal Meaning. Trinity Western University; Writing Academic Proposals: Conferences, Articles, and Books. The Writing Lab and The OWL. Purdue University; Writing a Research Proposal. University Library. University of Illinois at Urbana-Champaign.

Structure and Writing Style

Beginning the Proposal Process

As with writing most college-level academic papers, research proposals are generally organized the same way throughout most social science disciplines. The text of proposals generally vary in length between ten and thirty-five pages, followed by the list of references. However, before you begin, read the assignment carefully and, if anything seems unclear, ask your professor whether there are any specific requirements for organizing and writing the proposal.

A good place to begin is to ask yourself a series of questions:

• What do I want to study?
• Why is the topic important?
• How is it significant within the subject areas covered in my class?
• What problems will it help solve?
• How does it build upon [and hopefully go beyond] research already conducted on the topic?
• What exactly should I plan to do, and can I get it done in the time available?

In general, a compelling research proposal should document your knowledge of the topic and demonstrate your enthusiasm for conducting the study. Approach it with the intention of leaving your readers feeling like, "Wow, that's an exciting idea and I can’t wait to see how it turns out!"

Most proposals should include the following sections:

I.  Introduction

In the real world of higher education, a research proposal is most often written by scholars seeking grant funding for a research project or it's the first step in getting approval to write a doctoral dissertation. Even if this is just a course assignment, treat your introduction as the initial pitch of an idea based on a thorough examination of the significance of a research problem. After reading the introduction, your readers should not only have an understanding of what you want to do, but they should also be able to gain a sense of your passion for the topic and to be excited about the study's possible outcomes. Note that most proposals do not include an abstract [summary] before the introduction.

Think about your introduction as a narrative written in two to four paragraphs that succinctly answers the following four questions :

• What is the central research problem?
• What is the topic of study related to that research problem?
• What methods should be used to analyze the research problem?
• Answer the "So What?" question by explaining why this is important research, what is its significance, and why should someone reading the proposal care about the outcomes of the proposed study?

II.  Background and Significance

This is where you explain the scope and context of your proposal and describe in detail why it's important. It can be melded into your introduction or you can create a separate section to help with the organization and narrative flow of your proposal. Approach writing this section with the thought that you can’t assume your readers will know as much about the research problem as you do. Note that this section is not an essay going over everything you have learned about the topic; instead, you must choose what is most relevant in explaining the aims of your research.

To that end, while there are no prescribed rules for establishing the significance of your proposed study, you should attempt to address some or all of the following:

• State the research problem and give a more detailed explanation about the purpose of the study than what you stated in the introduction. This is particularly important if the problem is complex or multifaceted .
• Present the rationale of your proposed study and clearly indicate why it is worth doing; be sure to answer the "So What? question [i.e., why should anyone care?].
• Describe the major issues or problems examined by your research. This can be in the form of questions to be addressed. Be sure to note how your proposed study builds on previous assumptions about the research problem.
• Explain the methods you plan to use for conducting your research. Clearly identify the key sources you intend to use and explain how they will contribute to your analysis of the topic.
• Describe the boundaries of your proposed research in order to provide a clear focus. Where appropriate, state not only what you plan to study, but what aspects of the research problem will be excluded from the study.
• If necessary, provide definitions of key concepts, theories, or terms.

III.  Literature Review

Connected to the background and significance of your study is a section of your proposal devoted to a more deliberate review and synthesis of prior studies related to the research problem under investigation . The purpose here is to place your project within the larger whole of what is currently being explored, while at the same time, demonstrating to your readers that your work is original and innovative. Think about what questions other researchers have asked, what methodological approaches they have used, and what is your understanding of their findings and, when stated, their recommendations. Also pay attention to any suggestions for further research.

Since a literature review is information dense, it is crucial that this section is intelligently structured to enable a reader to grasp the key arguments underpinning your proposed study in relation to the arguments put forth by other researchers. A good strategy is to break the literature into "conceptual categories" [themes] rather than systematically or chronologically describing groups of materials one at a time. Note that conceptual categories generally reveal themselves after you have read most of the pertinent literature on your topic so adding new categories is an on-going process of discovery as you review more studies. How do you know you've covered the key conceptual categories underlying the research literature? Generally, you can have confidence that all of the significant conceptual categories have been identified if you start to see repetition in the conclusions or recommendations that are being made.

NOTE: Do not shy away from challenging the conclusions made in prior research as a basis for supporting the need for your proposal. Assess what you believe is missing and state how previous research has failed to adequately examine the issue that your study addresses. Highlighting the problematic conclusions strengthens your proposal. For more information on writing literature reviews, GO HERE .

To help frame your proposal's review of prior research, consider the "five C’s" of writing a literature review:

• Cite , so as to keep the primary focus on the literature pertinent to your research problem.
• Compare the various arguments, theories, methodologies, and findings expressed in the literature: what do the authors agree on? Who applies similar approaches to analyzing the research problem?
• Contrast the various arguments, themes, methodologies, approaches, and controversies expressed in the literature: describe what are the major areas of disagreement, controversy, or debate among scholars?
• Critique the literature: Which arguments are more persuasive, and why? Which approaches, findings, and methodologies seem most reliable, valid, or appropriate, and why? Pay attention to the verbs you use to describe what an author says/does [e.g., asserts, demonstrates, argues, etc.].
• Connect the literature to your own area of research and investigation: how does your own work draw upon, depart from, synthesize, or add a new perspective to what has been said in the literature?

IV.  Research Design and Methods

This section must be well-written and logically organized because you are not actually doing the research, yet, your reader must have confidence that you have a plan worth pursuing . The reader will never have a study outcome from which to evaluate whether your methodological choices were the correct ones. Thus, the objective here is to convince the reader that your overall research design and proposed methods of analysis will correctly address the problem and that the methods will provide the means to effectively interpret the potential results. Your design and methods should be unmistakably tied to the specific aims of your study.

Describe the overall research design by building upon and drawing examples from your review of the literature. Consider not only methods that other researchers have used, but methods of data gathering that have not been used but perhaps could be. Be specific about the methodological approaches you plan to undertake to obtain information, the techniques you would use to analyze the data, and the tests of external validity to which you commit yourself [i.e., the trustworthiness by which you can generalize from your study to other people, places, events, and/or periods of time].

When describing the methods you will use, be sure to cover the following:

• Specify the research process you will undertake and the way you will interpret the results obtained in relation to the research problem. Don't just describe what you intend to achieve from applying the methods you choose, but state how you will spend your time while applying these methods [e.g., coding text from interviews to find statements about the need to change school curriculum; running a regression to determine if there is a relationship between campaign advertising on social media sites and election outcomes in Europe ].
• Keep in mind that the methodology is not just a list of tasks; it is a deliberate argument as to why techniques for gathering information add up to the best way to investigate the research problem. This is an important point because the mere listing of tasks to be performed does not demonstrate that, collectively, they effectively address the research problem. Be sure you clearly explain this.
• Anticipate and acknowledge any potential barriers and pitfalls in carrying out your research design and explain how you plan to address them. No method applied to research in the social and behavioral sciences is perfect, so you need to describe where you believe challenges may exist in obtaining data or accessing information. It's always better to acknowledge this than to have it brought up by your professor!

V.  Preliminary Suppositions and Implications

Just because you don't have to actually conduct the study and analyze the results, doesn't mean you can skip talking about the analytical process and potential implications . The purpose of this section is to argue how and in what ways you believe your research will refine, revise, or extend existing knowledge in the subject area under investigation. Depending on the aims and objectives of your study, describe how the anticipated results will impact future scholarly research, theory, practice, forms of interventions, or policy making. Note that such discussions may have either substantive [a potential new policy], theoretical [a potential new understanding], or methodological [a potential new way of analyzing] significance.   When thinking about the potential implications of your study, ask the following questions:

• What might the results mean in regards to challenging the theoretical framework and underlying assumptions that support the study?
• What suggestions for subsequent research could arise from the potential outcomes of the study?
• What will the results mean to practitioners in the natural settings of their workplace, organization, or community?
• Will the results influence programs, methods, and/or forms of intervention?
• How might the results contribute to the solution of social, economic, or other types of problems?
• Will the results influence policy decisions?
• In what way do individuals or groups benefit should your study be pursued?
• What will be improved or changed as a result of the proposed research?
• How will the results of the study be implemented and what innovations or transformative insights could emerge from the process of implementation?

NOTE:   This section should not delve into idle speculation, opinion, or be formulated on the basis of unclear evidence . The purpose is to reflect upon gaps or understudied areas of the current literature and describe how your proposed research contributes to a new understanding of the research problem should the study be implemented as designed.

ANOTHER NOTE : This section is also where you describe any potential limitations to your proposed study. While it is impossible to highlight all potential limitations because the study has yet to be conducted, you still must tell the reader where and in what form impediments may arise and how you plan to address them.

VI.  Conclusion

The conclusion reiterates the importance or significance of your proposal and provides a brief summary of the entire study . This section should be only one or two paragraphs long, emphasizing why the research problem is worth investigating, why your research study is unique, and how it should advance existing knowledge.

Someone reading this section should come away with an understanding of:

• Why the study should be done;
• The specific purpose of the study and the research questions it attempts to answer;
• The decision for why the research design and methods used where chosen over other options;
• The potential implications emerging from your proposed study of the research problem; and
• A sense of how your study fits within the broader scholarship about the research problem.

VII.  Citations

As with any scholarly research paper, you must cite the sources you used . In a standard research proposal, this section can take two forms, so consult with your professor about which one is preferred.

• References -- a list of only the sources you actually used in creating your proposal.
• Bibliography -- a list of everything you used in creating your proposal, along with additional citations to any key sources relevant to understanding the research problem.

In either case, this section should testify to the fact that you did enough preparatory work to ensure the project will complement and not just duplicate the efforts of other researchers. It demonstrates to the reader that you have a thorough understanding of prior research on the topic.

Most proposal formats have you start a new page and use the heading "References" or "Bibliography" centered at the top of the page. Cited works should always use a standard format that follows the writing style advised by the discipline of your course [e.g., education=APA; history=Chicago] or that is preferred by your professor. This section normally does not count towards the total page length of your research proposal.

Develop a Research Proposal: Writing the Proposal. Office of Library Information Services. Baltimore County Public Schools; Heath, M. Teresa Pereira and Caroline Tynan. “Crafting a Research Proposal.” The Marketing Review 10 (Summer 2010): 147-168; Jones, Mark. “Writing a Research Proposal.” In MasterClass in Geography Education: Transforming Teaching and Learning . Graham Butt, editor. (New York: Bloomsbury Academic, 2015), pp. 113-127; Juni, Muhamad Hanafiah. “Writing a Research Proposal.” International Journal of Public Health and Clinical Sciences 1 (September/October 2014): 229-240; Krathwohl, David R. How to Prepare a Dissertation Proposal: Suggestions for Students in Education and the Social and Behavioral Sciences . Syracuse, NY: Syracuse University Press, 2005; Procter, Margaret. The Academic Proposal. The Lab Report. University College Writing Centre. University of Toronto; Punch, Keith and Wayne McGowan. "Developing and Writing a Research Proposal." In From Postgraduate to Social Scientist: A Guide to Key Skills . Nigel Gilbert, ed. (Thousand Oaks, CA: Sage, 2006), 59-81; Wong, Paul T. P. How to Write a Research Proposal. International Network on Personal Meaning. Trinity Western University; Writing Academic Proposals: Conferences , Articles, and Books. The Writing Lab and The OWL. Purdue University; Writing a Research Proposal. University Library. University of Illinois at Urbana-Champaign.

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How To Write A Research Proposal

A Straightforward How-To Guide (With Examples)

By: Derek Jansen (MBA) | Reviewed By: Dr. Eunice Rautenbach | August 2019 (Updated April 2023)

Writing up a strong research proposal for a dissertation or thesis is much like a marriage proposal. It’s a task that calls on you to win somebody over and persuade them that what you’re planning is a great idea. An idea they’re happy to say ‘yes’ to. This means that your dissertation proposal needs to be   persuasive ,   attractive   and well-planned. In this post, I’ll show you how to write a winning dissertation proposal, from scratch.

Before you start:

– Understand exactly what a research proposal is – Ask yourself these 4 questions

The 5 essential ingredients:

• The title/topic
• The introduction chapter
• The scope/delimitations
• Preliminary literature review
• Design/ methodology
• Practical considerations and risks 

What Is A Research Proposal?

The research proposal is literally that: a written document that communicates what you propose to research, in a concise format. It’s where you put all that stuff that’s spinning around in your head down on to paper, in a logical, convincing fashion.

Convincing   is the keyword here, as your research proposal needs to convince the assessor that your research is   clearly articulated   (i.e., a clear research question) ,   worth doing   (i.e., is unique and valuable enough to justify the effort), and   doable   within the restrictions you’ll face (time limits, budget, skill limits, etc.). If your proposal does not address these three criteria, your research won’t be approved, no matter how “exciting” the research idea might be.

PS – if you’re completely new to proposal writing, we’ve got a detailed walkthrough video covering two successful research proposals here . 

How do I know I’m ready?

Before starting the writing process, you need to   ask yourself 4 important questions .  If you can’t answer them succinctly and confidently, you’re not ready – you need to go back and think more deeply about your dissertation topic .

You should be able to answer the following 4 questions before starting your dissertation or thesis research proposal:

• WHAT is my main research question? (the topic)
• WHO cares and why is this important? (the justification)
• WHAT data would I need to answer this question, and how will I analyse it? (the research design)
• HOW will I manage the completion of this research, within the given timelines? (project and risk management)

If you can’t answer these questions clearly and concisely,   you’re not yet ready   to write your research proposal – revisit our   post on choosing a topic .

If you can, that’s great – it’s time to start writing up your dissertation proposal. Next, I’ll discuss what needs to go into your research proposal, and how to structure it all into an intuitive, convincing document with a linear narrative.

The 5 Essential Ingredients

Research proposals can vary in style between institutions and disciplines, but here I’ll share with you a   handy 5-section structure   you can use. These 5 sections directly address the core questions we spoke about earlier, ensuring that you present a convincing proposal. If your institution already provides a proposal template, there will likely be substantial overlap with this, so you’ll still get value from reading on.

For each section discussed below, make sure you use headers and sub-headers (ideally, numbered headers) to help the reader navigate through your document, and to support them when they need to revisit a previous section. Don’t just present an endless wall of text, paragraph after paragraph after paragraph…

Top Tip:   Use MS Word Styles to format headings. This will allow you to be clear about whether a sub-heading is level 2, 3, or 4. Additionally, you can view your document in ‘outline view’ which will show you only your headings. This makes it much easier to check your structure, shift things around and make decisions about where a section needs to sit. You can also generate a 100% accurate table of contents using Word’s automatic functionality.

Ingredient #1 – Topic/Title Header

Your research proposal’s title should be your main research question in its simplest form, possibly with a sub-heading providing basic details on the specifics of the study. For example:

“Compliance with equality legislation in the charity sector: a study of the ‘reasonable adjustments’ made in three London care homes”

As you can see, this title provides a clear indication of what the research is about, in broad terms. It paints a high-level picture for the first-time reader, which gives them a taste of what to expect.   Always aim for a clear, concise title . Don’t feel the need to capture every detail of your research in your title – your proposal will fill in the gaps.

Need a helping hand?

Ingredient #2 – Introduction

In this section of your research proposal, you’ll expand on what you’ve communicated in the title, by providing a few paragraphs which offer more detail about your research topic. Importantly, the focus here is the   topic   – what will you research and why is that worth researching? This is not the place to discuss methodology, practicalities, etc. – you’ll do that later.

You should cover the following:

• An overview of the   broad area   you’ll be researching – introduce the reader to key concepts and language
• An explanation of the   specific (narrower) area   you’ll be focusing, and why you’ll be focusing there
• Your research   aims   and   objectives
• Your   research question (s) and sub-questions (if applicable)

Importantly, you should aim to use short sentences and plain language – don’t babble on with extensive jargon, acronyms and complex language. Assume that the reader is an intelligent layman – not a subject area specialist (even if they are). Remember that the   best writing is writing that can be easily understood   and digested. Keep it simple.

Note that some universities may want some extra bits and pieces in your introduction section. For example, personal development objectives, a structural outline, etc. Check your brief to see if there are any other details they expect in your proposal, and make sure you find a place for these.

Ingredient #3 – Scope

Next, you’ll need to specify what the scope of your research will be – this is also known as the delimitations . In other words, you need to make it clear what you will be covering and, more importantly, what you won’t be covering in your research. Simply put, this is about ring fencing your research topic so that you have a laser-sharp focus.

All too often, students feel the need to go broad and try to address as many issues as possible, in the interest of producing comprehensive research. Whilst this is admirable, it’s a mistake. By tightly refining your scope, you’ll enable yourself to   go deep   with your research, which is what you need to earn good marks. If your scope is too broad, you’re likely going to land up with superficial research (which won’t earn marks), so don’t be afraid to narrow things down.

Ingredient #4 – Literature Review

In this section of your research proposal, you need to provide a (relatively) brief discussion of the existing literature. Naturally, this will not be as comprehensive as the literature review in your actual dissertation, but it will lay the foundation for that. In fact, if you put in the effort at this stage, you’ll make your life a lot easier when it’s time to write your actual literature review chapter.

There are a few things you need to achieve in this section:

• Demonstrate that you’ve done your reading and are   familiar with the current state of the research   in your topic area.
• Show that   there’s a clear gap   for your specific research – i.e., show that your topic is sufficiently unique and will add value to the existing research.
• Show how the existing research has shaped your thinking regarding   research design . For example, you might use scales or questionnaires from previous studies.

When you write up your literature review, keep these three objectives front of mind, especially number two (revealing the gap in the literature), so that your literature review has a   clear purpose and direction . Everything you write should be contributing towards one (or more) of these objectives in some way. If it doesn’t, you need to ask yourself whether it’s truly needed.

Top Tip:  Don’t fall into the trap of just describing the main pieces of literature, for example, “A says this, B says that, C also says that…” and so on. Merely describing the literature provides no value. Instead, you need to   synthesise   it, and use it to address the three objectives above.

Ingredient #5 – Research Methodology

Now that you’ve clearly explained both your intended research topic (in the introduction) and the existing research it will draw on (in the literature review section), it’s time to get practical and explain exactly how you’ll be carrying out your own research. In other words, your research methodology.

In this section, you’ll need to   answer two critical questions :

• How   will you design your research? I.e., what research methodology will you adopt, what will your sample be, how will you collect data, etc.
• Why   have you chosen this design? I.e., why does this approach suit your specific research aims, objectives and questions?

In other words, this is not just about explaining WHAT you’ll be doing, it’s also about explaining WHY. In fact, the   justification is the most important part , because that justification is how you demonstrate a good understanding of research design (which is what assessors want to see).

Some essential design choices you need to cover in your research proposal include:

• Your intended research philosophy (e.g., positivism, interpretivism or pragmatism )
• What methodological approach you’ll be taking (e.g., qualitative , quantitative or mixed )
• The details of your sample (e.g., sample size, who they are, who they represent, etc.)
• What data you plan to collect (i.e. data about what, in what form?)
• How you plan to collect it (e.g., surveys , interviews , focus groups, etc.)
• How you plan to analyse it (e.g., regression analysis, thematic analysis , etc.)
• Ethical adherence (i.e., does this research satisfy all ethical requirements of your institution, or does it need further approval?)

This list is not exhaustive – these are just some core attributes of research design. Check with your institution what level of detail they expect. The “ research onion ” by Saunders et al (2009) provides a good summary of the various design choices you ultimately need to make – you can   read more about that here .

Don’t forget the practicalities…

In addition to the technical aspects, you will need to address the   practical   side of the project. In other words, you need to explain   what resources you’ll need   (e.g., time, money, access to equipment or software, etc.) and how you intend to secure these resources. You need to show that your project is feasible, so any “make or break” type resources need to already be secured. The success or failure of your project cannot depend on some resource which you’re not yet sure you have access to.

Another part of the practicalities discussion is   project and risk management . In other words, you need to show that you have a clear project plan to tackle your research with. Some key questions to address:

• What are the timelines for each phase of your project?
• Are the time allocations reasonable?
• What happens if something takes longer than anticipated (risk management)?
• What happens if you don’t get the response rate you expect?

A good way to demonstrate that you’ve thought this through is to include a Gantt chart and a risk register (in the appendix if word count is a problem). With these two tools, you can show that you’ve got a clear, feasible plan, and you’ve thought about and accounted for the potential risks.

Tip – Be honest about the potential difficulties – but show that you are anticipating solutions and workarounds. This is much more impressive to an assessor than an unrealistically optimistic proposal which does not anticipate any challenges whatsoever.

Final Touches: Read And Simplify

The final step is to edit and proofread your proposal – very carefully. It sounds obvious, but all too often poor editing and proofreading ruin a good proposal. Nothing is more off-putting for an assessor than a poorly edited, typo-strewn document. It sends the message that you either do not pay attention to detail, or just don’t care. Neither of these are good messages. Put the effort into editing and proofreading your proposal (or pay someone to do it for you) – it will pay dividends.

When you’re editing, watch out for ‘academese’. Many students can speak simply, passionately and clearly about their dissertation topic – but become incomprehensible the moment they turn the laptop on. You are not required to write in any kind of special, formal, complex language when you write academic work. Sure, there may be technical terms, jargon specific to your discipline, shorthand terms and so on. But, apart from those,   keep your written language very close to natural spoken language   – just as you would speak in the classroom. Imagine that you are explaining your project plans to your classmates or a family member. Remember, write for the intelligent layman, not the subject matter experts. Plain-language, concise writing is what wins hearts and minds – and marks!

Let’s Recap: Research Proposal 101

And there you have it – how to write your dissertation or thesis research proposal, from the title page to the final proof. Here’s a quick recap of the key takeaways:

• The purpose of the research proposal is to   convince   – therefore, you need to make a clear, concise argument of why your research is both worth doing and doable.
• Make sure you can ask the critical what, who, and how questions of your research   before   you put pen to paper.
• Title – provides the first taste of your research, in broad terms
• Introduction – explains what you’ll be researching in more detail
• Scope – explains the boundaries of your research
• Literature review – explains how your research fits into the existing research and why it’s unique and valuable
• Research methodology – explains and justifies how you will carry out your own research

Hopefully, this post has helped you better understand how to write up a winning research proposal. If you enjoyed it, be sure to check out the rest of the Grad Coach Blog . If your university doesn’t provide any template for your proposal, you might want to try out our free research proposal template .

Psst… there’s more!

This post is an extract from our bestselling short course, Research Proposal Bootcamp . If you want to work smart, you don't want to miss this .

30 Comments

Thank you so much for the valuable insight that you have given, especially on the research proposal. That is what I have managed to cover. I still need to go back to the other parts as I got disturbed while still listening to Derek’s audio on you-tube. I am inspired. I will definitely continue with Grad-coach guidance on You-tube.

Thanks for the kind words :). All the best with your proposal.

First of all, thanks a lot for making such a wonderful presentation. The video was really useful and gave me a very clear insight of how a research proposal has to be written. I shall try implementing these ideas in my RP.

Once again, I thank you for this content.

I found reading your outline on writing research proposal very beneficial. I wish there was a way of submitting my draft proposal to you guys for critiquing before I submit to the institution.

Hi Bonginkosi

Thank you for the kind words. Yes, we do provide a review service. The best starting point is to have a chat with one of our coaches here: https://gradcoach.com/book/new/ .

Hello team GRADCOACH, may God bless you so much. I was totally green in research. Am so happy for your free superb tutorials and resources. Once again thank you so much Derek and his team.

You’re welcome, Erick. Good luck with your research proposal 🙂

thank you for the information. its precise and on point.

Really a remarkable piece of writing and great source of guidance for the researchers. GOD BLESS YOU for your guidance. Regards

Thanks so much for your guidance. It is easy and comprehensive the way you explain the steps for a winning research proposal.

Thank you guys so much for the rich post. I enjoyed and learn from every word in it. My problem now is how to get into your platform wherein I can always seek help on things related to my research work ? Secondly, I wish to find out if there is a way I can send my tentative proposal to you guys for examination before I take to my supervisor Once again thanks very much for the insights

Thanks for your kind words, Desire.

If you are based in a country where Grad Coach’s paid services are available, you can book a consultation by clicking the “Book” button in the top right.

Best of luck with your studies.

May God bless you team for the wonderful work you are doing,

If I have a topic, Can I submit it to you so that you can draft a proposal for me?? As I am expecting to go for masters degree in the near future.

Thanks for your comment. We definitely cannot draft a proposal for you, as that would constitute academic misconduct. The proposal needs to be your own work. We can coach you through the process, but it needs to be your own work and your own writing.

Best of luck with your research!

I found a lot of many essential concepts from your material. it is real a road map to write a research proposal. so thanks a lot. If there is any update material on your hand on MBA please forward to me.

GradCoach is a professional website that presents support and helps for MBA student like me through the useful online information on the page and with my 1-on-1 online coaching with the amazing and professional PhD Kerryen.

Thank you Kerryen so much for the support and help 🙂

I really recommend dealing with such a reliable services provider like Gradcoah and a coach like Kerryen.

Hi, Am happy for your service and effort to help students and researchers, Please, i have been given an assignment on research for strategic development, the task one is to formulate a research proposal to support the strategic development of a business area, my issue here is how to go about it, especially the topic or title and introduction. Please, i would like to know if you could help me and how much is the charge.

This content is practical, valuable, and just great!

Thank you very much!

Hi Derek, Thank you for the valuable presentation. It is very helpful especially for beginners like me. I am just starting my PhD.

This is quite instructive and research proposal made simple. Can I have a research proposal template?

Great! Thanks for rescuing me, because I had no former knowledge in this topic. But with this piece of information, I am now secured. Thank you once more.

I enjoyed listening to your video on how to write a proposal. I think I will be able to write a winning proposal with your advice. I wish you were to be my supervisor.

Dear Derek Jansen,

Thank you for your great content. I couldn’t learn these topics in MBA, but now I learned from GradCoach. Really appreciate your efforts….

From Afghanistan!

I have got very essential inputs for startup of my dissertation proposal. Well organized properly communicated with video presentation. Thank you for the presentation.

Wow, this is absolutely amazing guys. Thank you so much for the fruitful presentation, you’ve made my research much easier.

this helps me a lot. thank you all so much for impacting in us. may god richly bless you all

How I wish I’d learn about Grad Coach earlier. I’ve been stumbling around writing and rewriting! Now I have concise clear directions on how to put this thing together. Thank you!

Fantastic!! Thank You for this very concise yet comprehensive guidance.

Even if I am poor in English I would like to thank you very much.

Thank you very much, this is very insightful.

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How to write a research proposal

What is a research proposal?

What is the purpose of a research proposal , how long should a research proposal be, what should be included in a research proposal, 1. the title page, 2. introduction, 3. literature review, 4. research design, 5. implications, 6. reference list, frequently asked questions about writing a research proposal, related articles.

If you’re in higher education, the term “research proposal” is something you’re likely to be familiar with. But what is it, exactly? You’ll normally come across the need to prepare a research proposal when you’re looking to secure Ph.D. funding.

When you’re trying to find someone to fund your Ph.D. research, a research proposal is essentially your “pitch.”

A research proposal is a concise and coherent summary of your proposed research.

You’ll need to set out the issues that are central to the topic area and how you intend to address them with your research. To do this, you’ll need to give the following:

• an outline of the general area of study within which your research falls
• an overview of how much is currently known about the topic
• a literature review that covers the recent scholarly debate or conversation around the topic

➡️  What is a literature review? Learn more in our guide.

Essentially, you are trying to persuade your institution that you and your project are worth investing their time and money into.

It is the opportunity for you to demonstrate that you have the aptitude for this level of research by showing that you can articulate complex ideas:

It also helps you to find the right supervisor to oversee your research. When you’re writing your research proposal, you should always have this in the back of your mind.

This is the document that potential supervisors will use in determining the legitimacy of your research and, consequently, whether they will invest in you or not. It is therefore incredibly important that you spend some time on getting it right.

Tip: While there may not always be length requirements for research proposals, you should strive to cover everything you need to in a concise way.

If your research proposal is for a bachelor’s or master’s degree, it may only be a few pages long. For a Ph.D., a proposal could be a pretty long document that spans a few dozen pages.

➡️ Research proposals are similar to grant proposals. Learn how to write a grant proposal in our guide.

When you’re writing your proposal, keep in mind its purpose and why you’re writing it. It, therefore, needs to clearly explain the relevance of your research and its context with other discussions on the topic. You need to then explain what approach you will take and why it is feasible.

Generally, your structure should look something like this:

• Introduction
• Literature Review
• Research Design
• Implications

If you follow this structure, you’ll have a comprehensive and coherent proposal that looks and feels professional, without missing out on anything important. We’ll take a deep dive into each of these areas one by one next.

The title page might vary slightly per your area of study but, as a general point, your title page should contain the following:

• The proposed title of your project
• Your supervisor’s name
• The name of your institution and your particular department

Tip: Keep in mind any departmental or institutional guidelines for a research proposal title page. Also, your supervisor may ask for specific details to be added to the page.

The introduction is crucial   to your research proposal as it is your first opportunity to hook the reader in. A good introduction section will introduce your project and its relevance to the field of study.

You’ll want to use this space to demonstrate that you have carefully thought about how to present your project as interesting, original, and important research. A good place to start is by introducing the context of your research problem.

Think about answering these questions:

• What is it you want to research and why?
• How does this research relate to the respective field?
• How much is already known about this area?
• Who might find this research interesting?
• What are the key questions you aim to answer with your research?
• What will the findings of this project add to the topic area?

Your introduction aims to set yourself off on a great footing and illustrate to the reader that you are an expert in your field and that your project has a solid foundation in existing knowledge and theory.

The literature review section answers the question who else is talking about your proposed research topic.

You want to demonstrate that your research will contribute to conversations around the topic and that it will sit happily amongst experts in the field.

➡️ Read more about how to write a literature review .

There are lots of ways you can find relevant information for your literature review, including:

• Research relevant academic sources such as books and journals to find similar conversations around the topic.
• Read through abstracts and bibliographies of your academic sources to look for relevance and further additional resources without delving too deep into articles that are possibly not relevant to you.
• Watch out for heavily-cited works . This should help you to identify authoritative work that you need to read and document.
• Look for any research gaps , trends and patterns, common themes, debates, and contradictions.
• Consider any seminal studies on the topic area as it is likely anticipated that you will address these in your research proposal.

This is where you get down to the real meat of your research proposal. It should be a discussion about the overall approach you plan on taking, and the practical steps you’ll follow in answering the research questions you’ve posed.

So what should you discuss here? Some of the key things you will need to discuss at this point are:

• What form will your research take? Is it qualitative/quantitative/mixed? Will your research be primary or secondary?
• What sources will you use? Who or what will you be studying as part of your research.
• Document your research method. How are you practically going to carry out your research? What tools will you need? What procedures will you use?
• Any practicality issues you foresee. Do you think there will be any obstacles to your anticipated timescale? What resources will you require in carrying out your research?

Your research design should also discuss the potential implications of your research. For example, are you looking to confirm an existing theory or develop a new one?

If you intend to create a basis for further research, you should describe this here.

It is important to explain fully what you want the outcome of your research to look like and what you want to achieve by it. This will help those reading your research proposal to decide if it’s something the field  needs  and  wants,  and ultimately whether they will support you with it.

When you reach the end of your research proposal, you’ll have to compile a list of references for everything you’ve cited above. Ideally, you should keep track of everything from the beginning. Otherwise, this could be a mammoth and pretty laborious task to do.

Consider using a reference manager like Paperpile to format and organize your citations. Paperpile allows you to organize and save your citations for later use and cite them in thousands of citation styles directly in Google Docs, Microsoft Word, or LaTeX.

Your project may also require you to have a timeline, depending on the budget you are requesting. If you need one, you should include it here and explain both the timeline and the budget you need, documenting what should be done at each stage of the research and how much of the budget this will use.

This is the final step, but not one to be missed. You should make sure that you edit and proofread your document so that you can be sure there are no mistakes.

A good idea is to have another person proofread the document for you so that you get a fresh pair of eyes on it. You can even have a professional proofreader do this for you.

This is an important document and you don’t want spelling or grammatical mistakes to get in the way of you and your reader.

➡️ Working on a research proposal for a thesis? Take a look at our guide on how to come up with a topic for your thesis .

A research proposal is a concise and coherent summary of your proposed research. Generally, your research proposal will have a title page, introduction, literature review section, a section about research design and explaining the implications of your research, and a reference list.

A good research proposal is concise and coherent. It has a clear purpose, clearly explains the relevance of your research and its context with other discussions on the topic. A good research proposal explains what approach you will take and why it is feasible.

You need a research proposal to persuade your institution that you and your project are worth investing their time and money into. It is your opportunity to demonstrate your aptitude for this level or research by showing that you can articulate complex ideas clearly, concisely, and critically.

A research proposal is essentially your "pitch" when you're trying to find someone to fund your PhD. It is a clear and concise summary of your proposed research. It gives an outline of the general area of study within which your research falls, it elaborates how much is currently known about the topic, and it highlights any recent debate or conversation around the topic by other academics.

The general answer is: as long as it needs to be to cover everything. The length of your research proposal depends on the requirements from the institution that you are applying to. Make sure to carefully read all the instructions given, and if this specific information is not provided, you can always ask.

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Research proposals

How to write an effective proposal.

What's it for?

A research proposal explains the nature and extent of your planned or future research. It is written for an academic reader e.g. for your supervisor or an academic with a similar disciplinary background. By thinking through your entire research project from beginning to end, it may also highlight core issues with the feasibility of the project.

W hat's in it ?

There are some disciplinary differences regarding exactly what is included in the proposal. For example, disciplines such as Psychology may include a prominent hypothesis statement, others in the Social Sciences including Education, may expect a set of research questions that the study will answer. However, all research proposals should cover the four basic elements below.

• The research topic addresses a significant problem and, therefore, advances the state of knowledge in that field.
• Identification of an appropriate methodology and underlying theory to address the problem, including data collection methods and equipment (if required).
• Details of how the collected data will be analysed in such a way that useful conclusions can be drawn.
• An organised plan for any proposed work, including a timeframe.

Possible macro-structures

The structure of your research proposal will vary depending on the requirements of your discipline. Nevertheless, certain structural elements will be expected by your reader and these may be presented in the following order. Check with the Research Coordinator in your area for specific requirements.

Identifies the title of the project, your full name, the institution, department, and supervisor details. The title should be brief and descriptive and may use a colon (:) to separate the topic from the focus (i.e. Stormwater Harvesting: Managing the hazards of surface water pollution by run-off ).

Lists the sections of the Research Proposal (headings and indented sub-headings) and corresponding page numbers.

Outlines the essence of the research project. It describes the purpose and motivation for the study, the problem, the data collection methodology and analysis, significant results and implications of the research.

Provides background information for the research (i.e. the problem being addressed) and is typically structured from general information to narrow or focused ideas with your research question/s or hypotheses at the narrow end.

The Introduction should be about 10% of your proposal.

Imagine you are writing for a general reader rather than an expert audience. The Introduction includes a brief review of relevant literature or knowledge in the field, so that you are able to present a gap in existing knowledge and, therefore, the significance and originality of your research.

Finally, articulate the scope of your research (or what you will not be doing) to limit your task. Your research question/s should encapsulate the primary question/s you aim to solve.

Synthesises the literature in your field. Some disciplines will expect to see this in the Introduction but others will want it placed in this ‘stand-alone’ section (especially in more Humanities-based fields). Again, it could be structured from broad to narrow, so literature on the more general aspects of your topic could come first, narrowing down to published work on your particular area of interest. You might end this section by including a short summary of the main themes you have identified from the literature.

Includes a description and rationale for the methods of data collection and analysis, and the materials you will use in your research. Use subheadings if possible ( i.e. Data Collection, Data Analysis, Ethical Considerations etc.) and write with a future aspect, ( i.e. The research will initially examine water treatment processes in... )

Details any results that you may already have resulting from previous Honours or Masters’ research work, or perhaps from a pilot study. It is important to relate these results to the critical framework of your intended new research project.

Lists the stages of the research project in timeline, spreadsheet or tabular format, and the deadlines for completion of these stages or tasks. You should include any anticipated challenges to completion.

Outlines the proposed chapters of the thesis and the content of each chapter in several lines or a paragraph, including a Table of Contents.

Relates the expected outcomes of your research to the aims expressed in the Introduction so that the need for the study and the contribution to knowledge is clear.

Provides all the resources cited in your resource proposal using a referencing format favoured by your faculty or discipline. Do not list resources that are not directly referred to in your Proposal.

Writing the Research Proposal

How much should i write.

A research proposal is usually quite a bit longer than other written academic genres. In the Humanities, it could be around 10,000 words or even longer (excluding the Reference List); whereas those from more Science-oriented disciplines may be shorter.

What should I begin with?

Similar to other academic genres, writing the research proposal is a process. If you are proposing a ‘recycled’ topic that builds on previous assignments already written on the same topic, you might spend some time re-reading these. However, if you are starting a ‘fresh’ project you might consider two key questions:

• What am I really interested in finding out about my research topic?
• How am I going to do this in practice? Brainstorm responses to these questions under a strict time limit – say 30 minutes.

Then leave this ‘free-writing’ for at least 24 hours before reviewing it for a possible more polished second draft.

How should I approach the literature?

Reviewing the academic literature on your topic is one of the most critical stages of your research proposal. This section goes beyond a simple summary of everything written on a subject. Instead, it is a critical synthesis of materials that illuminates selected academic literature on your topic. Your coverage of the literature should reflect the argument or perspective that you have set out in your research question/s.

Try the following techniques for dealing with the literature:

• Develop a theme or series of themes from your broad reading, referencing the work of relevant authors who support your position or who provide counter-arguments against your point/s.
• Limit excessive quoting. Too many direct quotations will dilute your authority over the topic.
• Avoid beginning paragraphs with “Jones argues …”; “Smith states …” This approach risks losing a sense of your writer’s authority to the work of others. Instead, provide an overview of the paragraph in a topic sentence written in your own writer’s voice.

Adapted from Rudestam and Newton (2015) as cited in Paltridge and Starfield (2020). Thesis and dissertation writing in a second language: A handbook for students and their advisers. Routledge.

Tips for writing

• Avoid language that is overly hesitant or tentative (i.e. ‘It seems that…’, ‘It is hoped that …’). Instead, use confident language when you feel able to (i.e. ‘It is clear that…’, ‘I assert that …’).
• Break up large blocks of text into smaller sections using sub-headings and bullet-points.
• Anticipate possible problems with, or limitations of, your research. Address these issues directly for your own benefit as well as to improve the entire proposal.
• Make your proposal is easy for readers to skim read. Never assume your readers will read your work in a ‘logical’ order. Use sub-headings and restate key ideas to guide the reader through your writing.
• Find copies of other Research Proposals in your field and study the way they:
• devise titles.
• structure their proposal.
• use discipline-specific language.
• Take a note of anything else you notice. You might ask your potential supervisor/s for models of previously submitted proposals or search for relevant examples online (look for examples from reputable .edu or .org. web addresses)

Remember, your research proposal should demonstrate:

• the feasibility and logical foundations of your project
• a well-focussed research question, set of research objectives, or hypothesis
• the width and depth of the academic literature on your topic
• understanding of current issues or debates on your topic
• justification of your project through the literature
• a match between the methodology and / or methods and your research question/s

Adapted from Cadman (2002) as cited in Paltridge, B. and Starfield, S. (2020). Thesis and dissertation writing in a second language: A handbook for students and their advisers. Routledge.

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Research Proposal vs. Research Report

What's the difference.

A research proposal and a research report are both essential components of the research process, but they serve different purposes. A research proposal is a document that outlines the objectives, methodology, and significance of a research project. It is typically submitted to gain approval and funding for the research. On the other hand, a research report is a detailed account of the research findings, analysis, and conclusions. It presents the results of the research in a structured and organized manner, often including tables, graphs, and references. While a research proposal focuses on the planning and design of the study, a research report focuses on the actual execution and outcomes of the research.

Further Detail

Introduction.

Research is an essential component of academic and professional endeavors, providing a systematic approach to gather and analyze information. Two crucial elements of the research process are the research proposal and the research report. While both serve distinct purposes, they share common attributes that contribute to the overall success of a research project. This article aims to explore and compare the attributes of research proposals and research reports, highlighting their significance in the research process.

Research Proposal

A research proposal is a document that outlines the objectives, methodology, and potential outcomes of a research project. It serves as a blueprint for the research, providing a comprehensive plan that guides the researcher throughout the process. The key attributes of a research proposal include:

• Introduction: The research proposal begins with an introduction that provides background information on the topic, highlights the research problem, and establishes the significance of the study.
• Research Questions or Objectives: The proposal clearly states the research questions or objectives that the study aims to address. These questions or objectives guide the entire research process and help in formulating a focused approach.
• Literature Review: A research proposal includes a literature review that critically analyzes existing research and identifies gaps in knowledge. This review helps to establish the rationale for the proposed study and demonstrates the researcher's familiarity with the subject area.
• Methodology: The methodology section outlines the research design, data collection methods, and data analysis techniques that will be employed. It provides a detailed plan for how the research will be conducted, ensuring transparency and replicability.
• Timeline and Budget: A research proposal often includes a timeline that outlines the expected duration of the study and a budget that estimates the required resources. These elements help to assess the feasibility and practicality of the proposed research.

Research Report

A research report is a comprehensive document that presents the findings, analysis, and conclusions of a research study. It serves as a means of communicating the research outcomes to the intended audience, whether it be academic peers, industry professionals, or policymakers. The key attributes of a research report include:

• Abstract: The research report begins with an abstract that provides a concise summary of the study, including the research questions, methodology, key findings, and conclusions. It allows readers to quickly grasp the essence of the research.
• Introduction: Similar to the research proposal, the research report includes an introduction that provides background information and establishes the context for the study. It also outlines the research problem and objectives.
• Methodology: The methodology section in the research report describes in detail the research design, data collection methods, and data analysis techniques employed. It allows readers to assess the validity and reliability of the study.
• Results and Analysis: The research report presents the findings of the study, often accompanied by statistical analysis, graphs, and tables. It provides a detailed account of the data collected and the outcomes of the analysis.
• Discussion and Conclusion: The discussion section interprets the results in light of the research objectives and compares them with existing literature. It highlights the significance of the findings and their implications. The conclusion summarizes the key findings and offers recommendations for future research or practical applications.
• References: A research report includes a comprehensive list of references cited throughout the document. This allows readers to access the sources and verify the accuracy of the information presented.

Comparing Attributes

While research proposals and research reports have distinct purposes, they share several common attributes that contribute to the overall success of a research project. These attributes include:

• Clarity and Structure: Both research proposals and research reports require clear and logical organization. They should be well-structured, with headings and subheadings that guide the reader through the document.
• Research Objectives: Both documents clearly state the research objectives or questions that guide the study. This ensures that the research remains focused and addresses the intended goals.
• Methodology: Both research proposals and research reports describe the research methodology, including the research design, data collection methods, and data analysis techniques. This transparency allows others to assess the validity and reliability of the research.
• Relevance and Significance: Both documents establish the relevance and significance of the research. They provide a rationale for why the study is important and how it contributes to existing knowledge or addresses a research gap.
• Evidence-Based Approach: Both research proposals and research reports rely on evidence-based approaches. They draw upon existing literature, theories, and empirical data to support their arguments and findings.

In conclusion, research proposals and research reports are integral components of the research process, each serving distinct purposes. While the research proposal outlines the plan and objectives of the study, the research report presents the findings and conclusions. However, both documents share common attributes such as clarity, structure, research objectives, methodology, relevance, and evidence-based approaches. Understanding and effectively utilizing these attributes contribute to the success of a research project, ensuring that it is well-planned, executed, and communicated to the intended audience.

Comparisons may contain inaccurate information about people, places, or facts. Please report any issues.

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Contributor: B. Zakarin, Office of Fellowships, [email protected] Posted: 2011

A research proposal differs in important respects from other forms of writing with which students are more familiar, such as an academic essay or a research paper.  Instead of trying to reach a minimum length (e.g., 7 pages or 2000 words), you must achieve discrete goals within a specified space constraint (e.g., 2 pages or 750 words).  Many students find this shift challenging, but the process of writing a proposal is essential for  organizing  your exciting ideas and  prioritizing  your next steps.

Defining your questions

While an essay or a research paper requires an overall argument and provides evidence to support it, a research proposal is organized around questions to which the author does not yet have answers.  A good research proposal  does  make an argument of a particular sort: its purpose is to convince readers that the questions are worth trying to answer and that the author has a concrete plan for doing so.

A good proposal and, by extension, a solid research agenda are organized around a central interpretive problem broken down into a series of smaller, more specific questions.  Even if you begin with a topic that just seems fascinating, you will find that you have lots of different kinds of questions about its historiography and history.  As you work toward a proposal, try to isolate and prioritize those questions:  Which questions do you most want to find the answers to?  Which questions can you realistically answer?  If they are not the same, how might you reconcile what you want  to find out with what you  can  find out through independent research?

As you work on a central question for your thesis, you also need to consider how you can explain to others why it is meaningful.  This is the universal “so what?”:  How will answers to your particular questions contribute to our collective knowledge?  How will your research help us better understand the subject?  While there are many ways of establishing the significance of a project, never assume that an uninitiated reader will find your topic inherently interesting.  You must hint at the broader implications of your research in order to win over a reader who does not necessarily know (or care) anything about your thesis topic.  The examples in “Learning from Model Proposals” exhibit various means of achieving this end.

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Frequently asked questions

What’s the difference between a research plan and a research proposal.

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.

Frequently asked questions: Writing a research paper

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.

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:

• Researchability
• Feasibility and specificity
• Relevance and originality

Research questions anchor your whole project, so it’s important to spend some time refining them.

In general, they should be:

• Focused and researchable
• Answerable using credible sources
• Complex and arguable
• Feasible and specific
• Relevant and original

All research questions should be:

• Focused on a single problem or issue
• Researchable using primary and/or secondary sources
• Feasible to answer within the timeframe and practical constraints
• Specific enough to answer thoroughly
• Complex enough to develop the answer over the space of a paper or thesis
• Relevant to your field of study and/or society more broadly

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:

• Use a standard font like 12 pt Times New Roman
• Use 1 inch margins or larger
• Apply double line spacing
• Indent every new paragraph ½ inch
• Include a title page
• Place page numbers in the top right or bottom center
• Cite your sources with author-date citations or Chicago footnotes
• Include a bibliography or reference list

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:

• Use an easily readable font like 12 pt Times New Roman
• Set 1 inch page margins
• Include a four-line MLA heading on the first page
• Center the paper’s title
• Use title case capitalization for headings
• Cite your sources with MLA in-text citations
• List all sources cited on a Works Cited page at the end

To format a paper in APA Style , follow these guidelines:

• Use a standard font like 12 pt Times New Roman or 11 pt Arial
• If submitting for publication, insert a running head on every page
• Apply APA heading styles
• Cite your sources with APA in-text citations
• List all sources cited on a reference page at the end

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:

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

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:

• A hook to catch the reader’s interest
• Relevant background on the topic
• Details of your research problem

and your problem statement

• A thesis statement or research question
• Sometimes an overview of the paper

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How to Write a Proposal for a Research Paper

#scribendiinc

The Anatomy of a Research Proposal

The first part of this article dealt with writing a research proposal , explaining what it is and what it isn't. We will now focus on the anatomy of research proposals. Before beginning, it is important to stress there is no one correct way to write a research proposal. Like all writing, it is dependent upon context. A research proposal titled Genetic Mutations in the Metamorphic Development of Arboreal Parasites in Upper Mozambique is going to be organized much differently than one titled William Blake and the Origins of the Graphic Novel . The discipline you are writing for is going to help determine what needs to be included. Thus, the best approach is to get in touch with the person or organization that will be reading your work and ask them about what their expectations are in terms of format and which specific elements need to be included. That being said, there are some elements common to all research proposals.

Description of the problem

All research seeks to solve a problem or answer a question. A research proposal should contain a clear and concise description of the problem or question. Within this description, you will need to define what your proposal is about, which specific issues you will address, and the significance of your work. Another way of ensuring these criteria are met is to make sure you answer these questions:

What is your research about?

What question(s) does it seek to answer?

What do you hope to communicate?

Make sure you know your stuff

In addition to describing the problem, you also need to demonstrate that you have an understanding of the current literature on your topic. Take Google Scholar's slogan to heart: stand on the shoulders of giants. You might think your research is so incredibly groundbreaking that in the entirety of intellectual history, nothing has ever been written about it before. First, you’re probably wrong and need to do some more reading before you begin writing. Second, even the most groundbreaking theories that resulted in cultural or scientific shifts in the way we understand the world (Copernicus's Theory of a Heliocentric Universe , Darwin's Theory of Evolution , Aquinas's Summa Theologica , etc.) were all written as responses to particular ideas. These thinkers, the ones we consider giants, had the good sense to read what was written about their topic before they started writing. So, read first and then write.

However, you do not need to include everything that has ever been written about your topic because, at this point, it ceases being a research proposal and becomes a very extensive annotated bibliography. You need only summarize a few of the major theorists. You must give the sense that you know what you're talking about and that you've read, assimilated, and are able to respond to contemporary theories and scholarship. That being said, you need not be afraid to point out errors, unanswered questions, inconsistencies, or problems. In fact, that is precisely what you should be doing. If theory X doesn’t make sense for reason Y, state Y. Y is probably the topic of your research proposal.

Discuss the details and consider your impact

A research proposal will end with discussing the ramifications of your research. How will your work affect the field? What are its implications? These are the things you want to think about when writing this portion of your research proposal. The discussion portion connects your potential research to a broader context. You need to explain how your research makes an original impact on the field you are studying. You might also consider if your work will fill in gaps or oversights in the existing literature. While your proposed research might not be original in the strict sense of the word, you are extending the current understanding of a topic. Basically, in this section, you need to show you’ve considered the impact your work will have.

Now for the good news

A research proposal is difficult, but there are helpful resources available. If you're writing a PhD application, talk to your favorite professor. They've been there and know what you're going through. Talk with other students or organizations that have written research proposals. Do they have resources they can share, a good book to recommend, or maybe even some samples of successful research proposals? Finally, our academic editors will tighten your writing and free your research proposal of grammatical and typographical errors.

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• Indian J Anaesth
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How to write a research proposal?

Department of Anaesthesiology, Bangalore Medical College and Research Institute, Bengaluru, Karnataka, India

Devika Rani Duggappa

Writing the proposal of a research work in the present era is a challenging task due to the constantly evolving trends in the qualitative research design and the need to incorporate medical advances into the methodology. 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 proposal and qualitative using search engines, namely, PubMed and Google Scholar, and an attempt has been made to provide broad guidelines for writing a scientifically appropriate research proposal.

INTRODUCTION

A clean, well-thought-out proposal forms the backbone for the research itself and hence becomes the most important step in the process of conduct of research.[ 1 ] The objective of preparing a research proposal would be to obtain approvals from various committees including ethics committee [details under ‘Research methodology II’ section [ Table 1 ] in this issue of IJA) and to request for grants. However, there are very few universally accepted guidelines for preparation of a good quality research proposal. A search was performed with keywords such as research proposal, funding, qualitative and writing proposals using search engines, namely, PubMed, Google Scholar and Scopus.

Five ‘C’s while writing a literature review

BASIC REQUIREMENTS OF A RESEARCH PROPOSAL

A proposal needs to show how your work fits into what is already known about the topic and what new paradigm will it add to the literature, while specifying the question that the research will answer, establishing its significance, and the implications of the answer.[ 2 ] The proposal must be capable of convincing the evaluation committee about the credibility, achievability, practicality and reproducibility (repeatability) of the research design.[ 3 ] Four categories of audience with different expectations may be present in the evaluation committees, namely academic colleagues, policy-makers, practitioners and lay audiences who evaluate the research proposal. Tips for preparation of a good research proposal include; ‘be practical, be persuasive, make broader links, aim for crystal clarity and plan before you write’. A researcher must be balanced, with a realistic understanding of what can be achieved. Being persuasive implies that researcher must be able to convince other researchers, research funding agencies, educational institutions and supervisors that the research is worth getting approval. The aim of the researcher should be clearly stated in simple language that describes the research in a way that non-specialists can comprehend, without use of jargons. The proposal must not only demonstrate that it is based on an intelligent understanding of the existing literature but also show that the writer has thought about the time needed to conduct each stage of the research.[ 4 , 5 ]

CONTENTS OF A RESEARCH PROPOSAL

The contents or formats of a research proposal vary depending on the requirements of evaluation committee and are generally provided by the evaluation committee or the institution.

In general, a cover page should contain the (i) title of the proposal, (ii) name and affiliation of the researcher (principal investigator) and co-investigators, (iii) institutional affiliation (degree of the investigator and the name of institution where the study will be performed), details of contact such as phone numbers, E-mail id's and lines for signatures of investigators.

The main contents of the proposal may be presented under the following headings: (i) introduction, (ii) review of literature, (iii) aims and objectives, (iv) research design and methods, (v) ethical considerations, (vi) budget, (vii) appendices and (viii) citations.[ 4 ]

Introduction

It is also sometimes termed as ‘need for study’ or ‘abstract’. Introduction is an initial pitch of an idea; it sets the scene and puts the research in context.[ 6 ] The introduction should be designed to create interest in the reader about the topic and proposal. It should convey to the reader, what you want to do, what necessitates the study and your passion for the topic.[ 7 ] Some questions that can be used to assess the significance of the study are: (i) Who has an interest in the domain of inquiry? (ii) What do we already know about the topic? (iii) What has not been answered adequately in previous research and practice? (iv) How will this research add to knowledge, practice and policy in this area? Some of the evaluation committees, expect the last two questions, elaborated under a separate heading of ‘background and significance’.[ 8 ] Introduction should also contain the hypothesis behind the research design. If hypothesis cannot be constructed, the line of inquiry to be used in the research must be indicated.

Review of literature

It refers to all sources of scientific evidence pertaining to the topic in interest. In the present era of digitalisation and easy accessibility, there is an enormous amount of relevant data available, making it a challenge for the researcher to include all of it in his/her review.[ 9 ] It is crucial to structure this section intelligently so that the reader can grasp the argument related to your study in relation to that of other researchers, while still demonstrating to your readers that your work is original and innovative. It is preferable to summarise each article in a paragraph, highlighting the details pertinent to the topic of interest. The progression of review can move from the more general to the more focused studies, or a historical progression can be used to develop the story, without making it exhaustive.[ 1 ] Literature should include supporting data, disagreements and controversies. Five ‘C's may be kept in mind while writing a literature review[ 10 ] [ Table 1 ].

Aims and objectives

The research purpose (or goal or aim) gives a broad indication of what the researcher wishes to achieve in the research. The hypothesis to be tested can be the aim of the study. The objectives related to parameters or tools used to achieve the aim are generally categorised as primary and secondary objectives.

Research design and method

The objective here is to convince the reader that the overall research design and methods of analysis will correctly address the research problem and to impress upon the reader that the methodology/sources chosen are appropriate for the specific topic. It should be unmistakably tied to the specific aims of your study.

In this section, the methods and sources used to conduct the research must be discussed, including specific references to sites, databases, key texts or authors that will be indispensable to the project. There should be specific mention about the methodological approaches to be undertaken to gather information, about the techniques to be used to analyse it and about the tests of external validity to which researcher is committed.[ 10 , 11 ]

The components of this section include the following:[ 4 ]

Population and sample

Population refers to all the elements (individuals, objects or substances) that meet certain criteria for inclusion in a given universe,[ 12 ] and sample refers to subset of population which meets the inclusion criteria for enrolment into the study. The inclusion and exclusion criteria should be clearly defined. The details pertaining to sample size are discussed in the article “Sample size calculation: Basic priniciples” published in this issue of IJA.

Data collection

The researcher is expected to give a detailed account of the methodology adopted for collection of data, which include the time frame required for the research. The methodology should be tested for its validity and ensure that, in pursuit of achieving the results, the participant's life is not jeopardised. The author should anticipate and acknowledge any potential barrier and pitfall in carrying out the research design and explain plans to address them, thereby avoiding lacunae due to incomplete data collection. If the researcher is planning to acquire data through interviews or questionnaires, copy of the questions used for the same should be attached as an annexure with the proposal.

Rigor (soundness of the research)

This addresses the strength of the research with respect to its neutrality, consistency and applicability. Rigor must be reflected throughout the proposal.

It refers to the robustness of a research method against bias. The author should convey the measures taken to avoid bias, viz. blinding and randomisation, in an elaborate way, thus ensuring that the result obtained from the adopted method is purely as chance and not influenced by other confounding variables.

Consistency

Consistency considers whether the findings will be consistent if the inquiry was replicated with the same participants and in a similar context. This can be achieved by adopting standard and universally accepted methods and scales.

Applicability

Applicability refers to the degree to which the findings can be applied to different contexts and groups.[ 13 ]

Data analysis

This section deals with the reduction and reconstruction of data and its analysis including sample size calculation. The researcher is expected to explain the steps adopted for coding and sorting the data obtained. Various tests to be used to analyse the data for its robustness, significance should be clearly stated. Author should also mention the names of statistician and suitable software which will be used in due course of data analysis and their contribution to data analysis and sample calculation.[ 9 ]

Ethical considerations

Medical research introduces special moral and ethical problems that are not usually encountered by other researchers during data collection, and hence, the researcher should take special care in ensuring that ethical standards are met. Ethical considerations refer to the protection of the participants' rights (right to self-determination, right to privacy, right to autonomy and confidentiality, right to fair treatment and right to protection from discomfort and harm), obtaining informed consent and the institutional review process (ethical approval). The researcher needs to provide adequate information on each of these aspects.

Informed consent needs to be obtained from the participants (details discussed in further chapters), as well as the research site and the relevant authorities.

When the researcher prepares a research budget, he/she should predict and cost all aspects of the research and then add an additional allowance for unpredictable disasters, delays and rising costs. All items in the budget should be justified.

Appendices are documents that support the proposal and application. The appendices will be specific for each proposal but documents that are usually required include informed consent form, supporting documents, questionnaires, measurement tools and patient information of the study in layman's language.

As with any scholarly research paper, you must cite the sources you used in composing your proposal. Although the words ‘references and bibliography’ are different, they are used interchangeably. It refers to all references cited in the research proposal.

Successful, qualitative research proposals should communicate the researcher's knowledge of the field and method and convey the emergent nature of the qualitative design. The proposal should follow a discernible logic from the introduction to presentation of the appendices.

Financial support and sponsorship

Conflicts of interest.

There are no conflicts of interest.

• Key Differences

Know the Differences & Comparisons

Difference Between Research Proposal and Research Report

On the other hand, a research report is the culmination of the research endeavour. It is a great way to explain the research work and its outcome to a group of people. It is the outcome of the study conducted at the time of the research process.

This article will help you understand the difference between research proposal and research report.

Content: Research Proposal Vs Research Report

Comparison chart.

Definition of Research Proposal

Research Proposal can be defined as the document prepared by the researcher so as to give a description of the research program in detail. It is typically a request for research funding, for the subject under study. In other words, a research proposal is a summary of the research process, with which the reader can get quick information regarding the research project.

The research proposal seeks final approval, for which it is submitted to the relevant authority. After the research proposal is submitted, it is being evaluated, considering a number of factors like the cost involved, potential impact, soundness of the plan to undertake the project.

It aims at presenting and justifying the need and importance to carry out the study, as well as to present the practical ways, of conducting the research. And for this, persuasive evidence should be provided in the research proposal, to highlight the necessity of the research.

Further, it must discuss the main issues and questions, which the researcher will address in the study. Along with that, it must highlight the fundamental area of the research study.

A research proposal can be prepared in a number of formats, which differs on the basis of their length. It contains an introduction, problem hypothesis, objectives, assumptions, methodology, justification and implication of the research project.

Definition of Research Report

Research Report can be defined as the document in which the researched and analysed data is organized and presented by the researcher in a systematic manner. It is a publication, comprising of the purpose, scope, hypothesis, methodology, findings, limitations, recommendations and conclusion of the research project.

Simply put, a research report is the record of the research process. It is one of the most important segments of the research, as the research work is said to be incomplete if the report is not prepared.

A research report is a document containing collected and considered facts, taken to provide succinct and comprehensible information to people.

Once the research process is over, the entire work is produced in a written material, which is called a research report . It covers the description of the research activities, in an elaborated manner. It contains Introduction, Literature Review, Methodology, Data Collection, Data Analysis, Discussion of Results and Findings, Bibliography and Appendices.

A research report acts as a method to record the research work and its outcome, for future reference.

Key Differences Between Research Proposal and Research Report

The difference between research proposal and research report is discussed as under:

• A research proposal signifies a theoretical framework within which the research is carried out. In finer terms, a research proposal is a sketch for the collection, measurement and analysis of data. A research report implies a scientific write-up on the research findings, which is prepared in a specific format.
• While the preparation of a research proposal is considered as the first step to research work, preparation of a research report is the final step to the research work.
• A research proposal is prepared at the beginning of the project. In contrast, the research report is prepared after the completion of the project
• A research proposal is written in the future tense, whereas the tense used in the research report is past tense, as well as it is written in the third person
• The length of a research proposal is about 4-10 pages. On the contrary, the length of the research report is about 100 to 300 pages.
• The research proposal is concerned with the problem or topic to be investigated. Conversely, the research report focuses on the results of the completed research work.
• The research proposal determines what will be researched, the relevance of the research and the ways to conduct the researched. As against, the research report determines what is researched, sources of data collection, ways of data collection (i.e. survey, interview, or questionnaire), result and findings, recommendations for future research, etc.
• Research Proposal includes three chapters i.e. Introduction, Literature Review, Research Methodology. Contrastingly, Research Report covers the following chapters – Introduction, Literature Review, Research Methodology, Results, Interpretation and Analysis, Conclusion and Recommendation.

Basically, a research proposal defines the planning stage of the research work, which is prepared in written format, to know its worth. On the other hand, the research report signifies the concluding stage of the research work.

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Home » Education » Difference Between Research Proposal and Research Report

Difference Between Research Proposal and Research Report

Main difference –  research proposal vs research report.

Research proposal and research report are two terms that often confuse many student researchers. A research proposal describes what the researcher intends to do in his research study and is written before the collection and analysis of data. A research report describes the whole research study and is submitted after the competition of the whole research project. Thus, the main difference between research proposal and research report is that a research proposal describes the proposed research and research design whereas a research report describes the completed research, including the findings, conclusion, and recommendations.

This article explains, 

1. What is a Research Proposal?      – Definition, Purpose, Content, and Characteristics

2. What is a Research Report?      – Definition, Purpose, Content, and Characteristics

What is a Research Proposal

A research proposal is a brief and coherent summary of the proposed research study, which is prepared at the beginning of a research project. The aim of a research proposal is to justify the need for a specific research proposal and present the practical methods and ways to conduct the proposed research. In other words, a research proposal presents the proposed design of the study and justifies the necessity of the specific research. Thus, a research proposal describes what you intend to do and why you intend to do it.

A research proposal generally contains the following segments:

• Introduction / Context/ Background
• Literature Review
• Research Methods and Methodology
• Research question
• Aims and Objectives
• List of Reference

Each of these segments is indispensable to a research proposal. For example, it’s impossible to write a research proposal without reading related work and writing a literature review. Similarly, it’s not possible to decide a methodology without determining specific research questions.

What is a Research Report

A research report is a document that is submitted at the end of a research project. This describes the completed research project. It describes the data collection, analysis, and the results as well. Thus, in addition to the sections mentioned above, this also includes sections such as,

• Conclusions
• Shortcomings
• Recommendations

A research report is also known as a thesis or dissertation. A research report is not research plan or a proposed design. It describes what was actually done during the research project and what was learned from it. Research reports are usually longer than research proposals since they contain step-by-step processes of the research.

Research Proposal: Research Proposal describes what the researcher intends to do and why he intends to do it.

Research Report: Research report describes what the researcher has done, why he has done it, and the results he has achieved.

Research Proposal: Research proposals are written at the beginning of a research proposal before the research project actually begins.

Research Report: Research reports are completed after the completion of the whole research project.

Research Proposal: Research proposals contain sections such as introduction/background, literature review, research questions, methodology, aims and objective.

Research Report: Research reports contain sections such as introduction/background, literature review, research questions, methodology, aims and objective, findings, analysis, results, conclusion, recommendations, citation.

Research Proposal: Research proposals are shorter in length.

Research Report: Research reports are longer than research proposals.

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• Knowledge Base
• Research process
• How to Write a Research Proposal | Examples & Templates

How to Write a Research Proposal | Examples & Templates

Published on 30 October 2022 by Shona McCombes and Tegan George. Revised on 13 June 2023.

A research proposal describes what you will investigate, why it’s important, and how you will conduct your research.

The format of a research proposal varies between fields, but most proposals will contain at least these elements:

Introduction

Literature review.

• Research design

Reference list

While the sections may vary, the overall objective is always the same. A research proposal serves as a blueprint and guide for your research plan, helping you get organised and feel confident in the path forward you choose to take.

Table of contents

Research proposal purpose, research proposal examples, research design and methods, contribution to knowledge, research schedule, frequently asked questions.

Academics often have to write research proposals to get funding for their projects. As a student, you might have to write a research proposal as part of a grad school application , or prior to starting your thesis or dissertation .

In addition to helping you figure out what your research can look like, a proposal can also serve to demonstrate why your project is worth pursuing to a funder, educational institution, or supervisor.

Research proposal length

The length of a research proposal can vary quite a bit. A bachelor’s or master’s thesis proposal can be just a few pages, while proposals for PhD dissertations or research funding are usually much longer and more detailed. Your supervisor can help you determine the best length for your work.

One trick to get started is to think of your proposal’s structure as a shorter version of your thesis or dissertation , only without the results , conclusion and discussion sections.

Download our research proposal template

Prevent plagiarism, run a free check.

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’
• Example research proposal #2: ‘ Medical Students as Mediators of Change in Tobacco Use’

Like your dissertation or thesis, the proposal will usually have a title page that includes:

• The proposed title of your project
• Your supervisor’s name
• Your institution and department

The first part of your proposal is the initial pitch for your project. Make sure it succinctly explains what you want to do and why.

Your introduction should:

• Introduce your topic
• Give necessary background and context
• Outline your  problem statement  and research questions

To guide your introduction , include information about:

• Who could have an interest in the topic (e.g., scientists, policymakers)
• How much is already known about the topic
• What is missing from this current knowledge
• What new insights your research will contribute
• Why you believe this research is worth doing

As you get started, it’s important to demonstrate that you’re familiar with the most important research on your topic. A strong literature review  shows your reader that your project has a solid foundation in existing knowledge or theory. It also shows that you’re not simply repeating what other people have already done or said, but rather using existing research as a jumping-off point for your own.

In this section, share exactly how your project will contribute to ongoing conversations in the field by:

• Comparing and contrasting the main theories, methods, and debates
• Examining the strengths and weaknesses of different approaches
• Explaining how will you build on, challenge, or synthesise prior scholarship

Following the literature review, restate your main  objectives . This brings the focus back to your own project. Next, your research design or methodology section will describe your overall approach, and the practical steps you will take to answer your research questions.

To finish your proposal on a strong note, explore the potential implications of your research for your field. Emphasise again what you aim to contribute and why it matters.

For example, your results might have implications for:

• Improving best practices
• Informing policymaking decisions
• Strengthening a theory or model
• Challenging popular or scientific beliefs
• Creating a basis for future research

Last but not least, your research proposal must include correct citations for every source you have used, compiled in a reference list . To create citations quickly and easily, you can use our free APA citation generator .

Some institutions or funders require a detailed timeline of the project, asking you to forecast what you will do at each stage and how long it may take. While not always required, be sure to check the requirements of your project.

Here’s an example schedule to help you get started. You can also download a template at the button below.

Download our research schedule template

If you are applying for research funding, chances are you will have to include a detailed budget. This shows your estimates of how much each part of your project will cost.

Make sure to check what type of costs the funding body will agree to cover. For each item, include:

• Cost : exactly how much money do you need?
• Justification : why is this cost necessary to complete the research?
• Source : how did you calculate the amount?

To determine your budget, think about:

• Travel costs : do you need to go somewhere to collect your data? How will you get there, and how much time will you need? What will you do there (e.g., interviews, archival research)?
• Materials : do you need access to any tools or technologies?
• Help : do you need to hire any research assistants for the project? What will they do, and how much will you pay them?

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 …

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.

A PhD, which is short for philosophiae doctor (doctor of philosophy in Latin), is the highest university degree that can be obtained. In a PhD, students spend 3–5 years writing a dissertation , which aims to make a significant, original contribution to current knowledge.

A PhD is intended to prepare students for a career as a researcher, whether that be in academia, the public sector, or the private sector.

A master’s is a 1- or 2-year graduate degree that can prepare you for a variety of careers.

All master’s involve graduate-level coursework. Some are research-intensive and intend to prepare students for further study in a PhD; these usually require their students to write a master’s thesis . Others focus on professional training for a specific career.

Critical thinking refers to the ability to evaluate information and to be aware of biases or assumptions, including your own.

Like information literacy , it involves evaluating arguments, identifying and solving problems in an objective and systematic way, and clearly communicating your ideas.

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McCombes, S. & George, T. (2023, June 13). How to Write a Research Proposal | Examples & Templates. Scribbr. Retrieved 5 August 2024, from https://www.scribbr.co.uk/the-research-process/research-proposal-explained/

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Concept Paper vs. Research Proposal – and when to use each

By charlesworth author services.

• Charlesworth Author Services
• 08 March, 2022

On the surface, concept papers sound like they do the same job as a research proposal – and essentially, they do. Both are designed to communicate the rationale, methodology and outcomes of a proposed piece of work. The difference between the two lies mostly in the level of detail and the potential audience, based on which your approach towards writing each will vary. In this article, we dig deeper into these and recommend when to use which.

Concept paper: Putting your idea to paper

• What : A concept paper verbalises an idea and puts it to paper for the first time. Here, an overall rationale is presented, with a focus on the essential idea and potential impact of the expected outcome(s). However, what you would not include here is much in-depth detail.
• When : Writing a concept paper is most useful when an initial expression of interest is made to either a collaborator or funder – provided the funder has mechanisms for you to do this, like an open call.
• Why : The aim of your concept paper will be to win your audience over with your idea and its potential ramifications. 

(For more on concept papers, read: Understanding and developing a concept paper )

Research proposal: Showing how things will get done

Let’s say that through your concept paper, you find funding and collaborators for your proposed research project. You will now get into the nitty gritty of the project with a research proposal, while still keeping it “consumable” enough for a broader audience.

• What : A research proposal builds on a concept paper by now including aspects like key deliverables, milestones and specific outcomes, as well as how you plan to achieve these. 
• When : You will typically send a research proposal to sources of funding of an open nature, i.e. those that do not require a standardised form to be filled in, as is often the case with institutional internal funding or private investors.
• Why : It is not necessary for you to first send someone a concept paper and follow it up with a proposal. However, you may often need to follow this sequence in order to provide only ‘need to know’ material depending on the stage of your relationship with potential partners.

( For more on research proposals, read: Writing a successful research proposal )

When both are needed, a concept paper precedes a research proposal

Deciding between a concept paper and a research proposal

Whether you send someone a concept paper or a research proposal depends entirely on two things: 

• Your existing relationship with whomever you are reaching out to
• What you are trying to achieve

If you are emailing an organisation or individual for the first time, you are more likely to receive a response by attaching a brief, snappy concept paper that is easily read by a multitude of people. On the other hand, some larger organisations, such as pharmaceutical companies, are very used to seeing full-fledged research proposals and may have a portal on their website where you would need to upload one, enabling them to skip the preliminary step of vetting your work through a concept paper.

Our recommendation : Given how pressed many people are for time these days, it would be prudent to send concept papers more frequently than research proposals. If more information is required, you will be asked for it.

Concept papers and research proposals do very similar things, but set out and achieve very different aims. They are often sent in sequence – the concept paper first, followed by the research proposal. The need for a research proposal arises when the concept paper has achieved its mark – when, for example, more information is required for a funding decision to be reached, or due diligence is to be performed, as a result of your concept paper gaining preliminary acceptance. Following up with a research proposal fills in the gaps and will aid in answering questions arising from the concept paper.

Read previous (second) in series: Writing a successful Research Proposal

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Donald P Bellisario College of Communications

Page Center targets ethics in generative AI with 2025 call for research proposals

August 5, 2024 • Jonathan McVerry

The Page Center is seeking research proposals that address the pressing need for practical guidelines and ethical standards for the use of generative artificial intelligence in communication. The call is part of the Center’s Page/Johnson Legacy Scholar Grant program, which annually supports scholars and professionals whose research contributes to academic literature and builds professional understanding of key issues.

In a short time, generative AI technologies have transformed the landscape of public and strategic communication. As it evolves, identifying the ethical implications of AI and its short- and long-term impact on the industries of public communication is vital.

This call invites academic proposals that explore the intersection of generative AI, public communication and ethics. Proposals that use different methodological approaches are encouraged. Funding will prioritize proposals that address one or more of the Page Principles . Heather Shoenberger, associate professor of advertising/public relations at Penn State, and Fuyuan Shen, professor of advertising at Penn State, are leading the call. 

“AI is rapidly transforming how we communicate, offering immense potential for innovation and efficiency,” Shen said. “This transformative power is accompanied by significant ethical challenges, including data privacy, security, algorithmic bias and the misuse of AI for misinformation"

Shen and Shoenberger hope this call encourages scholars to examine these issues from innovative perspectives to understand how AI can help administer ethical and effective public communication. A book featuring select projects from the call will serve as an initial collection of generative AI research among communication scholars.

“We are very excited about this call, as it provides an opportunity for scholars to explore what generative AI might mean for public communication,” Shoenberger said. “We are hopeful that we will get a wide range of robust proposals addressing a myriad of issues related to generative AI and public communication."

Since 2004, the Page Center has funded hundreds of projects tackling many topics in the field. While research themes vary from year to year, the Center consistently supports academic exploration into the understanding of principles practiced in public communication.

“There’s been so much written about AI and how it can and should be used,” Page Center director Denise Bortree said. “It’s up to scholars to provide the evidence that will help us adapt to the new technology and apply it to what we do in a smart, ethical way.”

Visit the Page Center website for a full description of the call and the proposal process. All application materials must be submitted through Scholastica by Jan. 15, 2025.

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POWL vs. ETN: Which Stock Is the Better Value Option?

Investors with an interest in Manufacturing - Electronics stocks have likely encountered both Powell Industries ( POWL Quick Quote POWL - Free Report ) and Eaton ( ETN Quick Quote ETN - Free Report ) . But which of these two stocks offers value investors a better bang for their buck right now? We'll need to take a closer look.

Everyone has their own methods for finding great value opportunities, but our model includes pairing an impressive grade in the Value category of our Style Scores system with a strong Zacks Rank. The Zacks Rank is a proven strategy that targets companies with positive earnings estimate revision trends, while our Style Scores work to grade companies based on specific traits.

Right now, Powell Industries is sporting a Zacks Rank of #1 (Strong Buy), while Eaton has a Zacks Rank of #2 (Buy). Investors should feel comfortable knowing that POWL likely has seen a stronger improvement to its earnings outlook than ETN has recently. But this is only part of the picture for value investors.

Value investors also try to analyze a wide range of traditional figures and metrics to help determine whether a company is undervalued at its current share price levels.

Our Value category highlights undervalued companies by looking at a variety of key metrics, including the popular P/E ratio, as well as the P/S ratio, earnings yield, cash flow per share, and a variety of other fundamentals that have been used by value investors for years.

POWL currently has a forward P/E ratio of 13.70, while ETN has a forward P/E of 27.02. We also note that POWL has a PEG ratio of 0.98. This popular metric is similar to the widely-known P/E ratio, with the difference being that the PEG ratio also takes into account the company's expected earnings growth rate. ETN currently has a PEG ratio of 2.26.

Another notable valuation metric for POWL is its P/B ratio of 4.52. Investors use the P/B ratio to look at a stock's market value versus its book value, which is defined as total assets minus total liabilities. By comparison, ETN has a P/B of 5.94.

These are just a few of the metrics contributing to POWL's Value grade of B and ETN's Value grade of C.

POWL sticks out from ETN in both our Zacks Rank and Style Scores models, so value investors will likely feel that POWL is the better option right now.

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Why Dropping the E in DEI Is a Mistake

• Enrica N. Ruggs
• Oscar Holmes IV

The Society for Human Resource Management’s decision to remove “equity” from its DEI framework sets a dangerous precedent that flies in the face of decades of research.

The Society for Human Resource Management (SHRM) has decided to remove “equity” from its inclusion, equity, and diversity (IE&D) framework, now promoting “inclusion and diversity” (I&D) instead. This decision sets a dangerous precedent that flies in the face of decades of research about DEI in the workplace. It undermines efforts to create equitable workplaces and ignores the vital role of equity in fostering fairness and addressing systemic barriers faced by marginalized groups. Instead of scaling back their focus on equity, companies should: 1) Commit to achievable equity goals; 2) Implement and track evidence-based DEI policies and practices; and 3) Establish accountability and transparency.

Recently, the Society for Human Resource Management (SHRM), a leading voice of HR professionals, announced that it was abandoning the acronym “IE&D” — inclusion, equity, and diversity — in favor of “I&D.”

• Enrica N. Ruggs , PhD is an associate professor of management in the C. T. Bauer College of Business at the University of Houston. She is a workplace diversity scholar who conducts research on reducing discrimination and bias in organizations and improving workplace experiences for individuals with marginalized identities.
• Oscar Holmes IV , PhD, SHRM-SCP is an associate professor of management at Rutgers University-Camden and the creator and host of the podcast Diversity Matters . In his research he examines how leaders can maximize productivity and well-being by fostering more inclusive workplaces.

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Indica vs. sativa: Science suggests there’s not actually a difference

Have you heard that sativa is an upper and indica is a downer? It's not quite that simple. Here's what cannabis research shows is really affecting your high.

Cannabis is one of humanity’s oldest crops. Ancient civilizations the world over cultivated the plant for food, fiber, medicine, and its mind-altering properties.

Today, some 12,000 years after the first harvest, the global cannabis industry is worth an estimated $65 billion . Modern-day consumers living in places where cannabis is legal are spoiled for choice—there are now more than 700 cannabis strains to choose from, including colorfully-named cultivars such as Cat Piss, Purple Monkey Balls, and Unicorn Poop .

But for all this remarkable diversity, cannabis goods primarily fall into just one of two categories: indica or sativa—each with purportedly distinct psychoactive effects.

"People think that if you smoke an indica, it's like taking a Xanax and you're going to be falling asleep, whereas a sativa is almost like doing a line of cocaine and you're going to be jacked up and hyper," says Alex Pasternack, co-founder and president of the international cannabis brand Binske.

This dichotomous labeling system is deeply entrenched among consumers, be they in a California dispensary, Dutch ‘coffee shop,’ or Bangkok smoking lounge.

However, mounting scientific evidence suggests that these labels are largely meaningless, with no significant chemical or genetic differences between the two—implying that consumers may not be getting the specific effects they seek.

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“The idea of indica-sativa is heavily misconstrued,” says Pasternack.  

What’s in a name?        

It’s believed that the terms ‘indica’ and ‘sativa’ originated in the late 18th century, when French biologist Jean-Baptiste Lamarck proposed classifying cannabis plants by their physical appearance. Indicas, he noted, were shorter with woody stems and thick stubby leaves. By contrast, sativas were taller with fibrous stems and feathery thin leaves.

But we can’t simply use the way a plant looks to predict how it will affect the body and mind, says neuroscientist Nick Jikomes, previously the director of science and innovation at the cannabis e-marketplace Leafly. “Rather, the way a drug makes you feel is due to its chemistry.”

Moreover, cannabis growers, thanks in large part to the long illicit nature of their industry, aren’t bound by any rules when it comes to naming their cultivars—unlike vintners, cheesemakers, or apple growers who must abide by strict naming conventions. “I could go grab random cannabis seeds from someone and call it Blue Dream or Girl Scout Cookies. I could even give it my own new name that I make up, and call it an indica, sativa, hybrid, or whatever I want,” says Jikomes.

This explains why, when he analyzed the chemical makeup of more than 90,000 commercial cannabis flower samples collected from six U.S. states for a 2022 study , he wasn’t surprised to discover that a product’s label poorly reflected its chemistry.

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Sativas, for instance, are generally thought to make users feel energetic and euphoric. But Jikomes and his co-authors from the University of Colorado, Boulder found that, compared with indicas, sativa strains don’t necessarily contain higher amounts of tetrahydrocannabinol (THC)—the main compound that produces the cannabis high.  

Their findings echo a study published a year earlier, which analyzed nearly 300 cannabis strains. “There’s certainly no scientific evidence that there’s any consistent difference between samples with those two labels,” says the study’s lead author Sean Myles, an associate professor of agriculture at Nova Scotia’s Dalhousie University. “It’s all kind of nebulous.”

Part of the problem can be traced to the extensive cross-breeding that has occurred over time. So while the original indica plant, indigenous to the Middle East, might have differed genetically and chemically-speaking to its sativa cousin from central Asia, “things are now too mixed up” for there to be a clear distinction, says Myles.

New and different labels

For better accuracy, researchers suggest that cannabis be classified according to its chemical, rather than physical, attributes. Every plant contains some 540 chemical substances , including more than 144 different cannabinoids —compounds such as THC and cannabidiol (CBD) that produce specific medicinal and psychoactive effects.

This alternative system would see labels listing the key compounds present in a particular cultivar, alongside their respective amounts—similar to the ‘Nutrition Facts’ panel found on food packages. ‘Ingredients’ would include cannabinoids and terpenes, another type of biologically active molecule produced by the plants.  

Terpenes heavily influence a strain’s flavor and aroma, and some experts believe they also interact with cannabinoids to tweak its effects, in what’s called the ‘ entourage effect ’. The musky-smelling myrcene, for example, is “thought to have more psychoactive effects for THC” while the citrusy limonene has “more elevated mood and stress release,” says Pasternack.

Classifying cannabis using terpenes also makes sense from a genetics standpoint: in their respective studies, Myles and Jikomes determined that strains can be sorted into a handful of groups—such as limonene, myrcene, caryophyllene, and pinene—based on their dominant terpene profiles , which in turn can be linked specific gene expression patterns.

Simplicity, not sophistication                        

A revamped labeling system that’s based on a strain’s chemical profile is “actually what the classification should be in sophisticated and mature cannabis markets,” says Pasternack.

But today’s reality is such that most consumers aren’t looking for more information on labels, much less scientifically accurate ones. “People just try to buy whatever the most bang they can get for their buck,” he says. “The industry is driven by price point, and the cheapest stuff is usually what moves in the highest volumes.”

Optimizing that metric has “been true for the entire lifetime of the industry and doesn’t show any evidence of changing,” adds Jikomes.

Plus, there’s another crucial reason why the indica/sativa labeling sticks: it’s easy to use. “The whole system is just whether you want an upper or a downer,” he says. “It enables retailers and brands to have a universal, foolproof way to market an arbitrary set of products to any consumer, and it’s simple enough that anyone can understand it.”

“Ultimately, you can put as many terpenes on the sticker as you want,” says Jikomes. “But my prediction is that indica/sativa system is here to stay.”

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NEOMED Hearing Collaboration Highlighted in 2024 State of Research Address

August 06, 2024

By Alejandro Rivas, MD , Viral Tejani, AuD, PhD , and UH

Innovations in Ear, Nose & Throat | Summer 2024

In his  2024 State of University Hospitals Research Address ,  Daniel I. Simon, MD ,  President of Academic & External Affairs and Chief Scientific Officer, highlighted the burgeoning hearing research partnership between University Hospitals and Northeast Ohio Medical University (NEOMED).

It is a collaboration that unites the region’s expertise in peripheral and central hearing loss, fostering cohesion between the two research groups. Dr. Simon underscored how the symbiotic partnership is impacting both basic and clinical science and is significantly amplifying the efficacy of new research grants. 

“University Hospitals has a strong center for hearing sciences, led by Kumar Alagramam, PhD , that is conducting research primarily focused on the auditory pathway from the outer ear to the brainstem, whereas the NEOMED team focuses on everything that happens past the brainstem to the auditory cortex of the brain,” says Alejandro Rivas, MD , Division Chief of  Otology and Neurotology , Director of the UH Cochlear Implant Center and the Richard W. and Patricia R. Pogue Chair in Auditory Surgery and Hearing Sciences, University Hospitals. “By working together, we can maximize our research efforts to more fully understand the entire auditory pathway to better care for patients and unlock new potential for hearing restoration.”

Proposals Garner Funding

Participants recently held their first symposium and identified joint interests that sparked plans for further collaboration, plans that include the study of the cortex and central auditory pathway in animal models and the implications of hearing loss on children’s behavior. They presented current projects, and four proposals were awarded the opportunity for funding. Other proposals are in development. 

“The partnership brings together Northeast Ohio’s leaders in auditory research from both institutions and has become a wonderful mechanism to inspire inquisitive minds as we train UH and NEOMED students,” Dr. Rivas says. 

This summer, a group of medical students from NEOMED are participating in basic and clinical research initiatives under way at University Hospitals. “We have a strong clinical infrastructure and volume to offer,” says Viral Tejani, AuD, PhD , Senior Cochlear Implant Clinical Research Audiologist within the University Hospitals Ear, Nose & Throat Institute .

Dr. Tejani is mentoring a student analyzing data gathered through UH’s nationally renowned cochlear implant program. “She will be exposed to the clinical outcomes and some of the factors that are evolving within our cochlear implant patients,” he says. “Specifically, we are looking at how well we’re able to preserve some of the cellular and neural integrity within the auditory system with newer designs of cochlear implants and how patients are doing in terms of word-understanding outcomes, as well as some of the finer details about the electrical circuitry of the implant itself.” Two other NEOMED students are working with University Hospitals and School of Medicine researchers in basic science labs.

Partnering for Innovation

With a research focus on cochlear implant electrophysiology, Dr. Tejani is excited to share knowledge with an audiology faculty member at NEOMED. “The way you advance science and fill in missing links or research gaps is through partnerships,” he says. “This collaboration benefits both institutions by providing opportunities to faculty and students that drive innovation and ultimately help patients.”

The novel partnership is paving the way for the two institutions to bring together additional faculty scholars in other areas of otolaryngology. With one of the largest cochlear implant programs in the nation and a large ENT patient volume, including robust adult and pediatric otolaryngology clinics, University Hospitals offers an ample patient pool for future research endeavors. For example, a current NEOMED researcher is interested in ear infections and can benefit from tapping into University Hospitals’ large clinical caseload treating this condition.  

“We want to be recognized not only for our national and international collaborations but also for our regional ones,” Dr. Rivas says. “Hopefully, we will be able to extend these opportunities to colleagues and students in other areas of ENT and beyond.”

For more information about University Hospitals’ partnership with NEOMED and ongoing auditory research, contact Dr. Rivas at [email protected] or Dr. Tejani at [email protected] .

Contributing Experts:  Alejandro Rivas, MD Division Chief, Otology and Neurotology Director, Cochlear Implant Center University Hospitals Ear, Nose & Throat Institute Richard W. and Patricia R. Pogue Chair in Auditory Surgery and Hearing Sciences University Hospitals Professor Otolaryngology-Head and Neck Surgery Neurological Surgery Case Western Reserve University School of Medicine

Tags: Innovations in Ear Nose Throat Summer 2024 , Cochlear Implant , Research , Innovation

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About 400 Million People Worldwide Have Had Long Covid, Researchers Say

The condition has put significant strain on patients and society — at a global economic cost of about $1 trillion a year, a new report estimates.

By Pam Belluck

Pam Belluck has been reporting about long Covid since the condition first emerged.

• Share full article

About 400 million people worldwide have been afflicted with long Covid, according to a new report by scientists and other researchers who have studied the condition. The team estimated that the economic cost — from factors like health care services and patients unable to return to work — is about $1 trillion worldwide each year, or about 1 percent of the global economy.

The report, published Friday in the journal Nature Medicine, is an effort to summarize the knowledge about and effects of long Covid across the globe four years after it first emerged.

It also aims to “provide a road map for policy and research priorities,” said one author, Dr. Ziyad Al-Aly, the chief of research and development at the V.A. St. Louis Health Care System and a clinical epidemiologist at Washington University in St. Louis. He wrote the paper with several other leading long Covid researchers and three leaders of the Patient-Led Research Collaborative, an organization formed by long Covid patients who are also professional researchers.

Among the conclusions:

About 6 percent of adults globally have had long Covid.

The authors evaluated scores of studies and metrics to estimate that as of the end of 2023, about 6 percent of adults and about 1 percent of children — or about 400 million people — had ever had long Covid since the pandemic began. They said the estimate accounted for the fact that new cases slowed in 2022 and 2023 because of vaccines and the milder Omicron variant.

They suggested that the actual number might be higher because their estimate included only people who developed long Covid after they had symptoms during the infectious stage of the virus, and it did not include people who had more than one Covid infection.

Many people have not fully recovered.

The authors cited studies suggesting that only 7 percent to 10 percent of long Covid patients fully recovered two years after developing long Covid. They added that “some manifestations of long Covid, including heart disease, diabetes, myalgic encephalomyelitis and dysautonomia are chronic conditions that last a lifetime.”

The consequences are far-reaching, the authors wrote: “Long Covid drastically affects patients’ well-being and sense of self, as well as their ability to work, socialize, care for others, manage chores and engage in community activities — which also affects patients’ families, caregivers and their communities.”

The report cited estimates that between two million and four million adults were out of work because of long Covid in 2022 and that people with long Covid were 10 percent less likely to be employed than those who were never infected with the virus. Long Covid patients often have to reduce their work hours, and one in four limit activities outside work in order to continue working, the report said.

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AI is poised to drive 160% increase in data center power demand

On average, a ChatGPT query needs nearly 10 times as much electricity to process as a Google search. In that difference lies a coming sea change in how the US, Europe, and the world at large will consume power — and how much that will cost. 

For years, data centers displayed a remarkably stable appetite for power, even as their workloads mounted. Now, as the pace of efficiency gains in electricity use slows and the  AI revolution  gathers steam, Goldman Sachs Research estimates that data center power demand will grow 160% by 2030.

At present, data centers worldwide consume 1-2% of overall power, but this percentage will likely rise to 3-4% by the end of the decade. In the US and Europe, this increased demand will help drive the kind of electricity growth that hasn’t been seen in a generation. Along the way, the carbon dioxide emissions of data centers may more than double between 2022 and 2030.

How much power do data centers consume?

In a series of three reports, Goldman Sachs Research analysts lay out the  US ,  European , and  global  implications of this spike in electricity demand. It isn’t that our demand for data has been meager in the recent past. In fact, data center workloads nearly tripled between 2015 and 2019. Through that period, though, data centers’ demand for power remained flattish, at about 200 terawatt-hours per year. In part, this was because data centers kept growing more efficient in how they used the power they drew, according to the Goldman Sachs Research reports, led by Carly Davenport, Alberto Gandolfi, and Brian Singer.

But since 2020, the efficiency gains appear to have dwindled, and the power consumed by data centers has risen. Some AI innovations will boost computing speed faster than they ramp up their electricity use, but the widening use of AI will still imply an increase in the technology’s consumption of power. A single ChatGPT query requires 2.9 watt-hours of electricity, compared with 0.3 watt-hours for a Google search, according to the International Energy Agency. Goldman Sachs Research estimates the overall increase in data center power consumption from AI to be on the order of 200 terawatt-hours per year between 2023 and 2030. By 2028, our analysts expect AI to represent about 19% of data center power demand.

In tandem, the expected rise of data center carbon dioxide emissions will represent a “social cost” of $125-140 billion (at present value), our analysts believe. “Conversations with technology companies indicate continued confidence in driving down energy intensity but less confidence in meeting absolute emissions forecasts on account of rising demand,” they write. They expect substantial investments by tech firms to underwrite new renewables and commercialize emerging nuclear generation capabilities. And AI may also provide benefits by accelerating innovation — for example, in health care, agriculture, education, or in emissions-reducing energy efficiencies.

US electricity demand is set to surge

Over the last decade, US power demand growth has been roughly zero, even though the population and its economic activity have increased. Efficiencies have helped; one example is the LED light, which drives lower power use. But that is set to change. Between 2022 and 2030, the demand for power will rise roughly 2.4%, Goldman Sachs Research estimates — and around 0.9 percent points of that figure will be tied to data centers.

That kind of spike in power demand hasn’t been seen in the US since the early years of this century. It will be stoked partly by electrification and industrial reshoring,  but also by AI . Data centers will use 8% of US power by 2030, compared with 3% in 2022.

US utilities will need to invest around $50 billion in new generation capacity just to support data centers alone. In addition, our analysts expect incremental data center power consumption in the US will drive around 3.3 billion cubic feet per day of new natural gas demand by 2030, which will require new pipeline capacity to be built.

Europe needs $1 trillion-plus to prepare its power grid for AI

Over the past 15 years, Europe’s power demand has been severely hit by a sequence of shocks: the global financial crisis, the covid pandemic, and the energy crisis triggered by the war in Ukraine. But it has also suffered due to a slower-than-expected pick up in electrification and the ongoing de-industrialization of the European economy. As a result, since a 2008 peak, electricity demand has cumulatively declined by nearly 10%.

Going forward, between 2023 and 2033, thanks to both the expansion of data centers and an acceleration of electrification, Europe’s power demand could grow by 40% and perhaps even 50%, according to Goldman Sachs Research. At the moment, around 15% of the world’s data centers are located in Europe. By 2030, the power needs of these data centers will match the current total consumption of Portugal, Greece, and the Netherlands combined.

Data center power demand will rise in two kinds of European countries, our analysts write. The first sort is those with cheap and abundant power from nuclear, hydro, wind, or solar sources, such as the Nordic nations, Spain and France. The second kind will include countries with large financial services and tech companies, which offer tax breaks or other incentives to attract data centers. The latter category includes Germany, the UK, and Ireland.

Europe has the oldest power grid in the world, so keeping new data centers electrified will require more investment. Our analysts expect nearly €800 billion ($861 billion) in spending on transmission and distribution over the coming decade, as well as nearly €850 billion in investment on solar, onshore wind, and offshore wind energy. 

This article is being provided for educational purposes only. The information contained in this article does not constitute a recommendation from any Goldman Sachs entity to the recipient, and Goldman Sachs is not providing any financial, economic, legal, investment, accounting, or tax advice through this article or to its recipient. Neither Goldman Sachs nor any of its affiliates makes any representation or warranty, express or implied, as to the accuracy or completeness of the statements or any information contained in this article and any liability therefore (including in respect of direct, indirect, or consequential loss or damage) is expressly disclaimed.

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FACT SHEET: Biden- ⁠ Harris Administration Announces New AI Actions and Receives Additional Major Voluntary Commitment on   AI

Nine months ago, President Biden issued a landmark Executive Order to ensure that America leads the way in seizing the promise and managing the risks of artificial intelligence (AI). This Executive Order built on the voluntary commitments he and Vice President Harris received from 15 leading U.S. AI companies last year. Today, the administration announced that Apple has signed onto the voluntary commitments, further cementing these commitments as cornerstones of responsible AI innovation. In addition, federal agencies reported that they completed all of the 270-day actions in the Executive Order on schedule, following their on-time completion of every other task required to date . Agencies also progressed on other work directed for longer timeframes. Following the Executive Order and a series of calls to action made by Vice President Harris as part of her major policy speech before the Global Summit on AI Safety, agencies all across government have acted boldly. They have taken steps to mitigate AI’s safety and security risks, protect Americans’ privacy, advance equity and civil rights, stand up for consumers and workers, promote innovation and competition, advance American leadership around the world, and more. Actions that agencies reported today as complete include the following: Managing Risks to Safety and Security: Over 270 days, the Executive Order directed agencies to take sweeping action to address AI’s safety and security risks, including by releasing vital safety guidance and building capacity to test and evaluate AI. To protect safety and security, agencies have:

• Released for public comment new technical guidelines from the AI Safety Institute (AISI) for leading AI developers in managing the evaluation of misuse of dual-use foundation models. AISI’s guidelines detail how leading AI developers can help prevent increasingly capable AI systems from being misused to harm individuals, public safety, and national security, as well as how developers can increase transparency about their products.
• Published final frameworks on managing generative AI risks and securely developing generative AI systems and dual-use foundation models. These documents by the National Institute of Standards and Technology (NIST) will provide additional guidance that builds on NIST’s AI Risk Management Framework, which offered individuals, organizations, and society a framework to manage AI risks and has been widely adopted both in the U.S. and globally. NIST also submitted a report to the White House outlining tools and techniques to reduce the risks from synthetic content.
• Developed and expanded AI testbeds and model evaluation tools at the Department of Energy (DOE). DOE, in coordination with interagency partners, is using its testbeds to evaluate AI model safety and security, especially for risks that AI models might pose to critical infrastructure, energy security, and national security. DOE’s testbeds are also being used to explore novel AI hardware and software systems, including privacy-enhancing technologies that improve AI trustworthiness. The National Science Foundation (NSF) also launched an initiative to help fund researchers outside the federal government design and plan AI-ready testbeds.
• Reported results of piloting AI to protect vital government software.  The Department of Defense (DoD) and Department of Homeland Security (DHS) reported findings from their AI pilots to address vulnerabilities in government networks used, respectively, for national security purposes and for civilian government. These steps build on previous work to advance such pilots within 180 days of the Executive Order.
• Issued a call to action from the Gender Policy Council and Office of Science and Technology Policy to combat image-based sexual abuse, including synthetic content generated by AI. Image-based sexual abuse has emerged as one of the fastest growing harmful uses of AI to-date, and the call to action invites technology companies and other industry stakeholders to curb it. This call flowed from Vice President Harris’s remarks in London before the AI Safety Summit, which underscored that deepfake image-based sexual abuse is an urgent threat that demands global action.

Bringing AI Talent into Government Last year, the Executive Order launched a government-wide AI Talent Surge that is bringing hundreds of AI and AI-enabling professionals into government. Hired individuals are working on critical AI missions, such as informing efforts to use AI for permitting, advising on AI investments across the federal government, and writing policy for the use of AI in government.

• To increase AI capacity across the federal government for both national security and non-national security missions, the AI Talent Surge has made over 200 hires to-date, including through the Presidential Innovation Fellows AI cohort and the DHS AI Corps .
• Building on the AI Talent Surge 6-month report , the White House Office of Science and Technology Policy announced new commitments from across the technology ecosystem, including nearly $100 million in funding, to bolster the broader public interest technology ecosystem and build infrastructure for bringing technologists into government service.

Advancing Responsible AI Innovation President Biden’s Executive Order directed further actions to seize AI’s promise and deepen the U.S. lead in AI innovation while ensuring AI’s responsible development and use across our economy and society. Within 270 days, agencies have:

• Prepared and will soon release a report on the potential benefits, risks, and implications of dual-use foundation models for which the model weights are widely available, including related policy recommendations. The Department of Commerce’s report draws on extensive outreach to experts and stakeholders, including hundreds of public comments submitted on this topic.
• Awarded over 80 research teams’ access to computational and other AI resources through the National AI Research Resource (NAIRR) pilot —a national infrastructure led by NSF, in partnership with DOE, NIH, and other governmental and nongovernmental partners, that makes available resources to support the nation’s AI research and education community. Supported projects will tackle deepfake detection, advance AI safety, enable next-generation medical diagnoses and further other critical AI priorities.
• Released a guide for designing safe, secure, and trustworthy AI tools for use in education. The Department of Education’s guide discusses how developers of educational technologies can design AI that benefits students and teachers while advancing equity, civil rights, trust, and transparency. This work builds on the Department’s 2023 report outlining recommendations for the use of AI in teaching and learning.
• Published guidance on evaluating the eligibility of patent claims involving inventions related to AI technology,  as well as other emerging technologies. The guidance by the U.S. Patent and Trademark Office will guide those inventing in the AI space to protect their AI inventions and assist patent examiners reviewing applications for patents on AI inventions.
• Issued a report on federal research and development (R&D) to advance trustworthy AI over the past four years. The report by the National Science and Technology Council examines an annual federal AI R&D budget of nearly $3 billion.
• Launched a $23 million initiative to promote the use of privacy-enhancing technologies to solve real-world problems, including related to AI.  Working with industry and agency partners, NSF will invest through its new Privacy-preserving Data Sharing in Practice program in efforts to apply, mature, and scale privacy-enhancing technologies for specific use cases and establish testbeds to accelerate their adoption.
• Announced millions of dollars in further investments to advance responsible AI development and use throughout our society. These include $30 million invested through NSF’s Experiential Learning in Emerging and Novel Technologies program—which supports inclusive experiential learning in fields like AI—and $10 million through NSF’s ExpandAI program, which helps build capacity in AI research at minority-serving institutions while fostering the development of a diverse, AI-ready workforce.

Advancing U.S. Leadership Abroad President Biden’s Executive Order emphasized that the United States lead global efforts to unlock AI’s potential and meet its challenges. To advance U.S. leadership on AI, agencies have:

• Issued a comprehensive plan for U.S. engagement on global AI standards.  The plan, developed by the NIST, incorporates broad public and private-sector input, identifies objectives and priority areas for AI standards work, and lays out actions for U.S. stakeholders including U.S. agencies. NIST and others agencies will report on priority actions in 180 days. 
• Developed guidance for managing risks to human rights posed by AI. The Department of State’s “Risk Management Profile for AI and Human Rights”—developed in close coordination with NIST and the U.S. Agency for International Development—recommends actions based on the NIST AI Risk Management Framework to governments, the private sector, and civil society worldwide, to identify and manage risks to human rights arising from the design, development, deployment, and use of AI. 
• Launched a global network of AI Safety Institutes and other government-backed scientific offices to advance AI safety at a technical level. This network will accelerate critical information exchange and drive toward common or compatible safety evaluations and policies.
• Launched a landmark United Nations General Assembly resolution . The unanimously adopted resolution, with more than 100 co-sponsors, lays out a common vision for countries around the world to promote the safe and secure use of AI to address global challenges.
• Expanded global support for the U.S.-led Political Declaration on the Responsible Military Use of Artificial Intelligence and Autonomy.   Fifty-five nations now endorse the political declaration, which outlines a set of norms for the responsible development, deployment, and use of military AI capabilities.

The Table below summarizes many of the activities that federal agencies have completed in response to the Executive Order:

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