Show that you understand the current state of research on your topic.
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
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.
Like your dissertation or thesis, the proposal will usually have a title page that includes:
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:
To guide your introduction , include information about:
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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:
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.
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To finish your proposal on a strong note, explore the potential implications of your research for your field. Emphasize again what you aim to contribute and why it matters.
For example, your results might have implications for:
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
Research phase | Objectives | Deadline |
---|---|---|
1. Background research and literature review | 20th January | |
2. Research design planning | and data analysis methods | 13th February |
3. Data collection and preparation | with selected participants and code interviews | 24th March |
4. Data analysis | of interview transcripts | 22nd April |
5. Writing | 17th June | |
6. Revision | final work | 28th July |
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:
To determine your budget, think about:
If you want to know more about the research process , methodology , research bias , or statistics , make sure to check out some of our other articles with explanations and examples.
Methodology
Statistics
Research bias
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.
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.
If you want to cite this source, you can copy and paste the citation or click the “Cite this Scribbr article” button to automatically add the citation to our free Citation Generator.
McCombes, S. & George, T. (2024, September 05). How to Write a Research Proposal | Examples & Templates. Scribbr. Retrieved September 13, 2024, from https://www.scribbr.com/research-process/research-proposal/
Other students also liked, how to write a problem statement | guide & examples, writing strong research questions | criteria & examples, how to write a literature review | guide, examples, & templates, what is your plagiarism score.
A research proposal is a supporting document that may be required when applying to a research degree. It summarises your intended research by outlining what your research questions are, why they’re important to your field and what knowledge gaps surround your topic. It also outlines your research in terms of your aims, methods and proposed timetable .
A research proposal will be used to:
Some universities will specify a word count all students will need to adhere to. You will typically find these in the description of the PhD listing. If they haven’t stated a word count limit, you should contact the potential supervisor to clarify whether there are any requirements. If not, aim for 1500 to 3500 words (3 to 7 pages).
Your title should indicate clearly what your research question is. It needs to be simple and to the point; if the reader needs to read further into your proposal to understand your question, your working title isn’t clear enough.
Directly below your title, state the topic your research question relates to. Whether you include this information at the top of your proposal or insert a dedicated title page is your choice and will come down to personal preference.
If your research proposal is over 2000 words, consider providing an abstract. Your abstract should summarise your question, why it’s important to your field and how you intend to answer it; in other words, explain your research context.
Only include crucial information in this section – 250 words should be sufficient to get across your main points.
First, specify which subject area your research problem falls in. This will help set the context of your study and will help the reader anticipate the direction of your proposed research.
Following this, include a literature review . A literature review summarises the existing knowledge which surrounds your research topic. This should include a discussion of the theories, models and bodies of text which directly relate to your research problem. As well as discussing the information available, discuss those which aren’t. In other words, identify what the current gaps in knowledge are and discuss how this will influence your research. Your aim here is to convince the potential supervisor and funding providers of why your intended research is worth investing time and money into.
Last, discuss the key debates and developments currently at the centre of your research area.
Identify the aims and objectives of your research. The aims are the problems your project intends to solve; the objectives are the measurable steps and outcomes required to achieve the aim.
In outlining your aims and objectives, you will need to explain why your proposed research is worth exploring. Consider these aspects:
If you fail to address the above questions, it’s unlikely they will accept your proposal – all PhD research projects must show originality and value to be considered.
The following structure is recommended when discussing your research design:
We’ve outlined the various stages of a PhD and the approximate duration of a PhD programme which you can refer to when designing your own research study.
Plagiarism is taken seriously across all academic levels, but even more so for doctorates. Therefore, ensure you reference the existing literature you have used in writing your PhD proposal. Besides this, try to adopt the same referencing style as the University you’re applying to uses. You can easily find this information in the PhD Thesis formatting guidelines published on the University’s website.
Finding a PhD has never been this easy – search for a PhD by keyword, location or academic area of interest.
Here are answers to some of the most common questions we’re asked about the Research Proposal:
Yes, your PhD research proposal outlines the start of your project only. It’s well accepted that the direction of your research will develop with time, therefore, you can revise it at later dates.
Whether the potential supervisor will review your draft will depend on the individual. However, it is highly advisable that you at least attempt to discuss your draft with them. Even if they can’t review it, they may provide you with useful information regarding their department’s expertise which could help shape your PhD proposal. For example, you may amend your methodology should you come to learn that their laboratory is better equipped for an alternative method.
Ensure you follow the same order as the headings given above. This is the most logical structure and will be the order your proposed supervisor will expect.
Most universities don’t provide formatting requirements for research proposals on the basis that they are a supporting document only, however, we recommend that you follow the same format they require for their PhD thesis submissions. This will give your reader familiarity and their guidelines should be readily available on their website.
Last, try to have someone within the same academic field or discipline area to review your proposal. The key is to confirm that they understand the importance of your work and how you intend to execute it. If they don’t, it’s likely a sign you need to rewrite some of your sections to be more coherent.
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Feb 27, 2019
Here, we show you how to write a PhD proposal that will stand out from the hundreds of others that are submitted each day.
Before we do though, know one thing :
The research you describe when you write your PhD proposal won’t look anything like the research you finally write up in your PhD thesis.
Wait, what ?
That’s not a typo. Everyone’s research changes over time. If you knew everything when you were writing up your proposal there wouldn’t be any point doing the PhD at all.
So, what’s the point of the proposal?
Your proposal is a guide, not a contract . It is a plan for your research that is necessarily flexible. That’s why it changes over time.
This means that the proposal is less about the robustness of your proposed research design and more about showing that you have
1. Critical thinking skills
2. An adequate grasp of the existing literature and know how your research will contribute to it
3. Clear direction and objectives. You get this by formulating clear research questions
4. Appropriate methods. This shows that you can link your understanding of the literature, research design and theory
5. An understanding of what’s required in a PhD
6. Designed a project that is feasible
Use our free PhD structure template to quickly visualise every element of your thesis.
Your PhD proposal is submitted as part of your application to a PhD program. It is a standard means of assessing your potential as a doctoral researcher.
When stripped down to its basic components, it does two things:
Explains the ‘what’- t hese are the questions you will address and the outcomes you expect
Explains the ‘why’- t his is the case for your research, with a focus on why the research is significant and what the contributions will be.
It is used by potential supervisors and department admission tutors to assess the quality and originality of your research ideas, how good you are at critical thinking and how feasible your proposed study is.
This means that it needs to showcase your expertise and your knowledge of the existing field and how your research contributes to it. You use it to make a persuasive case that your research is interesting and significant enough to warrant the university’s investment.
Above all though, it is about showcasing your passion for your discipline . A PhD is a hard, long journey. The admissions tutor want to know that you have both the skills and the resilience required.
Exactly what needs to be included when you write your PhD proposal will vary from university to university. How long your proposal needs to be may also be specified by your university, but if it isn’t, aim for three thousand words.
Check the requirements for each university you are applying for carefully.
Having said that, almost all proposals will need to have four distinct sections.
2. the research context.
3. The approach you take
4. Conclusion
In the first few paragraphs of your proposal, you need to clearly and concisely state your research questions, the gap in the literature your study will address, the significance of your research and the contribution that the study makes.
Be as clear and concise as you can be. Make the reader’s job as easy as possible by clearly stating what the proposed research will investigate, what the contribution is and why the study is worthwhile.
This isn’t the place for lots of explanatory detail. You don’t need to justify particular design decisions in the introduction, just state what they are. The justification comes later.
In this section, you discuss the existing literature and the gaps that exist within it.
The goal here is to show that you understand the existing literature in your field, what the gaps are and how your proposed study will address them. We’ve written a guide that will help you to conduct and write a literature review .
Chances are, you won’t have conducted a complete literature review, so the emphasis here should be on the more important and well-known research in your field. Don’t worry that you haven’t read everything. Your admissions officer won’t have expected you to. Instead, they want to see that you know the following:
1. What are the most important authors, findings, concepts, schools, debates and hypotheses?
2. What gaps exist in the literature?
3. How does your thesis fill these gaps?
Once you have laid out the context, you will be in a position to make your thesis statement . A thesis statement is a sentence that summarises your argument to the reader. It is the ‘point’ you will want to make with your proposed research.
Remember, the emphasis in the PhD proposal is on what you intend to do, not on results. You won’t have results until you finish your study. That means that your thesis statement will be speculative, rather than a statement of fact.
For more on how to construct thesis statements, read this excellent guide from the University of North Carolina at Chapel Hill who, incidentally, run a great academic writing blog you should definitely visit.
This is the section in which you discuss the overall research design and is the most important component of the proposal. The emphasis here is on five things.
1. The overall approach taken (is it purely theoretical, or does it involve primary or empirical research? Maybe it’s both theoretical and empirical?)
2. The theoretical perspective you will use when you design and conduct your research
3. Why you have chosen this approach over others and what implications this choice has for your methods and the robustness of the study
4. Your specific aims and objectives
5. Your research methodology
In the previous section you outlined the context. In this section you explain the specific detail of what your research will look like.
You take the brief research design statements you made in the introduction and go into much more detail. You need to be relating your design decisions back to the literature and context discussion in the previous section.
The emphasis here is on showing that there is a logical flow. There’s no point highlighting a gap in the literature and then designing a study that doesn’t fill it.
Some of the detail here will only become clear once you have started the actual research. That’s fine. The emphasis in your proposal should be on showing that you understand what goes into a PhD.
So, keep it general.
For example, when talking about your methodology, keep things deliberately broad and focus on the overarching strategy. For example, if you are using interviews, you don’t need to list every single proposed interview question. Instead, you can talk about the rough themes you will discuss (which will relate to your literature review and thesis/project statement). Similarly, unless your research is specifically focusing on particular individuals, you don’t need to list exactly who you will interview. Instead, just state the types of people you will interview (for example: local politicians, or athletes, or academics in the UK, and so on).
There are a number of key elements to a proposal that you will need to put in the final paragraphs.
These include:
1. A discussion on the limitations of the study
2. A reiteration of your contribution
3. A proposed chapter structure (this can be an appendix)
4. Proposed month-by-month timetable (this can also be an appendix). The purpose of this timetable is to show that you understand every stage required and how long each stage takes relative to others.
1. be critical.
When you are making your design decisions in section three, you need to do so critically. Critical thinking is a key requirement of entry onto a PhD programme. In brief, it means not taking things at face value and questioning what you read or do. You can read our guide to being critical for help (it focuses on the literature review, but the take home points are the same).
This is something that many people get wrong. You need to ease the reader in gradually . Present a brief, clear statement in the introduction and then gradually introduce more information as the pages roll on.
You will see that the outline we have suggested above follows an inverted pyramid shape.
1. In section one, you present the headlines in the introductory paragraphs. These are the research questions, aims, objectives, contribution and problem statement. State these without context or explanation.
2. When discussing the research context in section two, you provide a little more background. The goal here is to introduce the reader to the literature and highlight the gaps.
3. When describing the approach you will take, you present more detailed information. The goal here is to talk in very precise terms about how your research will address these gaps, the implications of these choices and your expected findings.
Don’t pretend you know more than you do and don’t try to reinvent your discipline .
A good proposal is one that is very focused and that describes research that is very feasible. If you try to design a study to revolutionise your field, you will not be accepted because doing so shows that you don’t understand what is feasible in the context of a PhD and you haven’t understood the literature.
Describe your research as clearly as possible in the opening couple of paragraphs. Then write in short, clear sentences. Avoid using complex sentences where possible. If you need to introduce technical terminology, clearly define things.
In other words, make the reader’s job as easy as possible.
We’ve written a post on why you need a proofreader .
Simple: you are the worst person to proofread your own work.
A lot of students fail to do this. Your supervisor isn’t your enemy. You can work with them to refine your proposal. Don’t be afraid to reach out for comments and suggestions. Be careful though. Don’t expect them to come up with topics or questions for you. Their input should be focused on refining your ideas, not helping you come up with them.
Admissions tutors can spot when you have submitted a one-size-fits-all proposal. Try and tailor it to the individual department. You can do this by talking about how you will contribute to the department and why you have chosen to apply there.
Follow this guide and you’ll be on a PhD programme in no time at all.
If you’re struggling for inspiration on topics or research design, try writing a rough draft of your proposal. Often the act of writing is enough for us to brainstorm new ideas and relate existing ideas to one another.
If you’re still struggling, send your idea to us in an email to us and we’ll give you our feedback.
Sounds good, doesn’t it? Be able to call yourself Doctor sooner with our five-star rated How to Write A PhD email-course. Learn everything your supervisor should have taught you about planning and completing a PhD.
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13 comments.
A wonderful guide. I must say not only well written but very well thought out and very efficient.
Great. I’m glad you think so.
Thanks for sharing. Makes navigating through the proposal lot easier
Great. Glad you think so!
An excellent guide, I learned a lot thank you
Great job and guide for a PhD proposal. Thank you!
You’re welcome!
I am going to start writing my Ph.D. proposal. This has been so helpful in instructing me on what to do. Thanks
Thanks! Glad you thought so.
A very reassuring guide to the process. Thank you, Max
I appreciate the practical advice and actionable steps you provide in your posts.
Glad to hear it. Many thanks.
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American International Journal of Contemporary Research 2012
This appraisal argues that a piece of investigation must pass through a set of rigorous tests such as scientific methodology (quantitative, qualitative, experimental, observation and so on), validity, (logical procedure to answer a question), reliability (Quality of measurement) and unbiased conclusion (accurate measures are taken to make sure that it is free from individual interest). This guideline further examines the procedures for writing a practical and a realistic PhD proposal. Further, this critical evaluation assists PhD students by providing them with a complete roadmap on how to write an internationally recognized PhD proposal. Lastly, in this investigation, the PhD proposal writing process, such as abstract, introduction, problem statement, research questions, literature review, research methodology, research results, conclusion, discussions and implications are illustrated.
Scientific Research Publishing: Creative Education.
Dr. Qais Faryadi
Thesis writing is a skill that every PhD candidate must acquire to convey his or her research findings clearly. The main objective of this paper is to facili- tate the thesis writing process so that PhD candidates understand what a PhD thesis is and can write their thesis correctly and scientifically. The methodol- ogy used in this research was descriptive as it discusses and describes the var- ious parts of thesis writing process and explains how to do it in a very simple and understanding language. As thus, this article outlines the various steps of thesis writing to guide the PhD candidate so that the task of PhD thesis writ- ing becomes manageable and less daunting. This research is a useful roadmap especially for students of the social sciences studies. Further, in this paper, research procedure and thesis writing strategies are explained in a simple manner. This paper adopts a how-to approach when discussing a variety of relevant topics, such as thesis introduction, types of introductions, introduc- tion statements, problem statement, research questions, hypothesis and con- tributions of the study. This paper has 5 parts: Introduction, Literature Re- view, Methodology, Results and Conclusion. The introduction chapter is dis- cussed in this paper. I will discuss the rest as a series in the future.
EDWARD NTAMBI
Stella Atter
Scientific Research Publishing: Creative Education
Literature writing is a skill that every PhD candidate must procure to communicate his or her research findings clearly. The main objective of this paper is to facilitate the literature writing process so that PhD candidates under- stand what PhD literature is and are able to write their PhD literature cor- rectly and scientifically. The methodology used in this research is a descrip- tive method as it deliberates and defines the various parts of literature writing process and elucidates the how to do of it in a very unpretentious and under- standing language. As thus, this paper summarizes the various steps of litera- ture writing to pilot the PhD students so that the task of PhD literature writ- ing process becomes adaptable and less discouraging. This research is a useful roadmap especially for students of the social science studies. Additionally, in this paper, literature writing techniques, procedures and important strategies are enlightened in a simple manner. This paper adopts a how-to approach when discussing a variety of relevant topics, such as literature review intro- duction, types of literature review, advantages of literature reviews, objective of literature review, literature review template, and important check lists about literature review are discussed. This paper has 5 parts, such as Intro- duction, Literature Review, Methodology, Results and Conclusion. The lit- erature review chapter is discussed in this paper. I will discuss the rest as a se- ries in the future. Keywords Thesis Writing Process, Literature Review, PhD, Social Science, Research Methodology
joseph afful
Langley, BC: Trinity Western University. …
Paul T P Wong
Farhan Ahmad
Love Detector
Since creation, God has given man the power and grace to explore his society. He has bestowed on us knowledge to seek more knowledge. Man's unending zeal to know more about his being and all other elements both in existence and none existence has brought about researches. In light of this, this term paper aims at evaluating the model in which an academic research proposal is to be done. It highlighted steps in which a researcher need to take while writing a research proposal. It is concluded that, if a research proposal is well written, then the researcher would not find it difficult to carry out the research.
abasynuniv.edu.pk
Flora Maleki
The Teachers College Record
Abdul Hakeem
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COMMENTS
Therefore, in a good research proposal you will need to demonstrate two main things: 1. that you are capable of independent critical thinking and analysis. 2. that you are capable of communicating your ideas clearly. Applying for a PhD is like applying for a job, you are not applying for a taught programme.
A PhD proposal is an outline of your proposed project. It needs to: Define a clear question and approach to answering it. Highlight its originality and/or significance. Explain how it adds to, develops (or challenges) existing literature in the field. Persuade potential supervisors of the importance of the work, and why you are the right person ...
he spine of your proposal and later, in your thesis. The following fe. t. ps may help you to write your research questions:1. C. oose a topic that interests you and your readers.2. Make an investigation on your topic by going through scholarly jour. als and see what questions are raised by your peers. Take note of.
How to Write a PhD Proposal. 1. Introduction. A PhD proposal is a focused document that int roduces your PhD study idea and seeks to. convince the reader that your idea is interesting, original ...
Guidance for PhD applicants Faculty of Education, University of Cambridge. The 1,500 word research proposal is an important element of your application to doctoral study, whether full-time or part-time. It offers you the opportunity to outline the research you intend to conduct, including how you plan to go about it, and how your research might ...
Writing your proposal Whether you are limited to one page (as part of a university application form or an enquiry form) or are required to produce something more substantial for an external funder, the rules about writing a good research proposal are the same. You want to stand out from the crowd and have the best chance of being selected.
Structuring a PhD proposal. 1. Title A title should summarize the main idea of the project. Include key words in the title, that can already draw in potential supervisors. 2. Abstract (250 -500 words) An abstract is a condensed version of your proposal, which includes the most important information. State why you wish to embark on the project.
Written by Mark Bennett. You'll need to write a research proposal if you're submitting your own project plan as part of a PhD application. A good PhD proposal outlines the scope and significance of your topic and explains how you plan to research it. It's helpful to think about the proposal like this: if the rest of your application explains ...
In general, however, your research proposal should aim to cover the following points: • The overall theme of your research topic, and why it is of interest to you. Why you believe that your research is worth doing, in terms of its contribution to knowledge and/or impact. • The hypothesis(ses) that you intend to test, or the research ...
A PhD proposal is an outline of your proposed research that is designed to: Formulate and define a clear, interesting research question; this may take the form of a hypothesis to be tested, or an open-ended enquiry. Establish the relevance and value of the proposed research question in the context of current academic thinking, highlighting its ...
Mark Stephan Felix and Ian Smith. A Practical Guide to Dissertation and Thesis Writing. By Mark Stephan Felix and Ian Smith. This book first published 2019. Cambridge Scholars Publishing. Lady Stephenson Library, Newcastle upon Tyne, NE6 2PA, UK. British Library Cataloguing in Publication Data. A catalogue record for this book is available from ...
PhD Proposal guidance. Writing a successful PhD Proposal. General notes. It is assumed that the proposal will be presented in typescript, with minimal typographical errors, and written in an appropriately mature and grammatical style. The following is a suggestion as to the information that will be required by CLS to make a decision on your ...
A PhD proposal is a an outline of your proposed project that is designed to: Define a clear question and approach to answering it. Highlight its originality and/or significance. Explain how it ...
In order to help you with your application, the information below aims to give some guidance on how a typical research proposal might look. Your research proposal is a concise statement (up to 3,000 words) of the rationale for your research proposal, the research questions to be answered and how you propose to address them.
Style: If space allows, provide a clear project title. Structure your text - if allowed use section headings. Present the information in short paragraphs rather than a solid block of text. Write short sentences. If allowed, provide images/charts/diagrams to help break up the text.
It is important to remember that a PhD is a 3 year project (plus 1 additional year for writing up if necessary) or in some cases (if accepted on a part-time basis) a 5 year project (plus 2 additional years for writing up if necessary). Structuring a PhD Research Proposal A generic PhD proposal structure could include:
Research proposal example/sample - PhD-level (PDF/Word) Proposal template (Fully editable) If you're working on a research proposal for a dissertation or thesis, you may also find the following useful: Research Proposal Bootcamp: Learn how to write a research proposal as efficiently and effectively as possible; 1:1 Proposal Coaching: Get ...
A research proposal should present your idea or question and expected outcomes with clarity and definition - the what. It should also make a case for why your question is significant and what value it will bring to your discipline - the why. What it shouldn't do is answer the question - that's what your research will do.
Research proposal examples. Writing a research proposal can be quite challenging, but a good starting point could be to look at some examples. We've included a few for you below. Example research proposal #1: "A Conceptual Framework for Scheduling Constraint Management".
1. Title. Your title should indicate clearly what your research question is. It needs to be simple and to the point; if the reader needs to read further into your proposal to understand your question, your working title isn't clear enough. Directly below your title, state the topic your research question relates to.
This means that the proposal is less about the robustness of your proposed research design and more about showing that you have. 1. Critical thinking skills. 2. An adequate grasp of the existing literature and know how your research will contribute to it. 3. Clear direction and objectives.
Good research questions create a corridor to your research. Good research questions are the spine of your proposal and later, in your thesis. The following few tips may help you to write your research questions: 1. Choose a topic that interests you and your readers. 2.
Most research proposals are between 4 and 15 pages, but some institutions or departments specify a word limit. It is rarely possible to write a comprehensive proposal in fewer than 1500 words. The proposal should have a proper layout (typeface and line spacing) as well as a table of contents and page numbers.
In our tests, the next model update performs similarly to PhD students on challenging benchmark tasks in physics, chemistry, and biology. We also found that it excels in math and coding. In a qualifying exam for the International Mathematics Olympiad (IMO), GPT-4o correctly solved only 13% of problems, while the reasoning model scored 83%. ...