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Ten things I wish I'd known before starting my dissertation

The sun is shining but many students won't see the daylight. Because it's that time of year again – dissertation time.

Luckily for me, my D-Day (dissertation hand-in day) has already been and gone. But I remember it well.

The 10,000-word spiral-bound paper squatted on my desk in various forms of completion was my Allied forces; the history department in-tray was my Normandy. And when Eisenhower talked about a "great crusade toward which we have striven these many months", he was bang on.

I remember first encountering the Undergraduate Dissertation Handbook, feeling my heart sink at how long the massive file took to download, and began to think about possible (but in hindsight, wildly over-ambitious) topics. Here's what I've learned since, and wish I'd known back then…

1 ) If your dissertation supervisor isn't right, change. Mine was brilliant. If you don't feel like they're giving you the right advice, request to swap to someone else – providing it's early on and your reason is valid, your department shouldn't have a problem with it. In my experience, it doesn't matter too much whether they're an expert on your topic. What counts is whether they're approachable, reliable, reassuring, give detailed feedback and don't mind the odd panicked email. They are your lifeline and your best chance of success.

2 ) If you mention working on your dissertation to family, friends or near-strangers, they will ask you what it's about, and they will be expecting a more impressive answer than you can give. So prepare for looks of confusion and disappointment. People anticipate grandeur in history dissertation topics – war, genocide, the formation of modern society. They don't think much of researching an obscure piece of 1970s disability legislation. But they're not the ones marking it.

3 ) If they ask follow-up questions, they're probably just being polite.

4 ) Do not ask friends how much work they've done. You'll end up paranoid – or they will. Either way, you don't have time for it.

5 ) There will be one day during the process when you will freak out, doubt your entire thesis and decide to start again from scratch. You might even come up with a new question and start working on it, depending on how long the breakdown lasts. You will at some point run out of steam and collapse in an exhausted, tear-stained heap. But unless there are serious flaws in your work (unlikely) and your supervisor recommends starting again (highly unlikely), don't do it. It's just panic, it'll pass.

6 ) A lot of the work you do will not make it into your dissertation. The first few days in archives, I felt like everything I was unearthing was a gem, and when I sat down to write, it seemed as if it was all gold. But a brutal editing down to the word count has left much of that early material at the wayside.

7 ) You will print like you have never printed before. If you're using a university or library printer, it will start to affect your weekly budget in a big way. If you're printing from your room, "paper jam" will come to be the most dreaded two words in the English language.

8 ) Your dissertation will interfere with whatever else you have going on – a social life, sporting commitments, societies, other essay demands. Don't even try and give up biscuits for Lent, they'll basically become their own food group when you're too busy to cook and desperate for sugar.

9 ) Your time is not your own. Even if you're super-organised, plan your time down to the last hour and don't have a single moment of deadline panic, you'll still find that thoughts of your dissertation will creep up on you when you least expect it. You'll fall asleep thinking about it, dream about it and wake up thinking about. You'll feel guilty when you're not working on it, and mired in self-doubt when you are.

10 ) Finishing it will be one of the best things you've ever done. It's worth the hard work to know you've completed what's likely to be your biggest, most important, single piece of work. Be proud of it.

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How to Survive and Complete a Thesis or a Dissertation

Writing a thesis or a dissertation can be a challenging process for many graduate students. There are so many chapters to complete, and writing each individual chapter requires an immense amount of hard work and a strong motivation.

On top of that, every time you are ready to write, you have to deal with an intimidating blank page. That blank page can make you feel very anxious. You might start thinking your mentor will dislike what you are going to convey on it. You might also feel like you are unable to come up with a perfect paragraph—or even one perfect sentence. Oftentimes, when you stumble during this inconvenient dilemma, you just want to give up and walk away from it.

Writing a thesis or a dissertation also takes a significant amount of your time. To complete all the chapters, you are likely to have to sacrifice your social life, family time, personal time, or more importantly, your sleep time.

For many students, this process is equivalent to a long marathon. To finish a race, an athlete must keep running mile after mile to cross the finish line. Likewise, after finishing all your research experiments, it takes a few more steps to get to that finish line—you must complete, defend and submit a thesis or a dissertation to the graduate school.

Unfortunately, if you want to graduate, there are no shortcuts to avoid this tedious path. The only way to make this process less painful is by planning and executing good strategies to survive and complete it.

Why is writing a thesis or a dissertation hard?

For many graduate students, writing a thesis or a dissertation can be hard for a variety of reasons, such as:

  • Technical writing can be long, daunting and tedious, particularly when you are uncomfortable with it.
  • Reading and understanding many scientific papers associated with your study is another hurdle to tackle before writing your thesis.
  • It takes significant time and efforts to write your research work and summarize them into one coherent document.
  • It’s hard to motivate yourself to keep writing.
  • You feel that your writing will never be good enough for the professors in your advisory committee.

What exactly is a thesis or a dissertation?

A thesis or a dissertation is a comprehensive document containing a graduate student’s research projects during graduate school. The purpose of a thesis or a dissertation is to communicate the research findings to other researchers.

In addition, this document is evidence of a graduate student’s research skills; such as identifying research problems, conducting a literature study, performing logical and critical thinking, managing and completing the research projects, and reporting all the findings.

What is the main difference between a thesis and a dissertation?

In the U.S., a thesis is a required document marking the completion of a Master’s degree, whereas a dissertation is a necessary document for completing a Ph.D. program. In the UK or other countries based on the British academic systems, a dissertation refers to a document at the end of an undergraduate or Master’s degree, whereas a thesis is essential for finishing a Ph.D program. For simplicity, we will refer to the U.S. definitions for this article.

The differences between a Thesis and a Dissertation

What are the common structures of a thesis or a dissertation?

In general, the main body of a thesis or a dissertation includes these sections:

  • Abstract : a brief summary of your study in a limited number of words.
  • Introduction : this section contains an introduction to your study—what it is about and why it is important.
  • Literature review : this section has an overview of key information, particularly from previous research, which guides and leads you to your study. The main purpose of this section is to establish a foundation for your study.
  • Chapter introduction : this should have an introduction specific for each research experiment.
  • Methodology : it should have detailed experimental procedures for each experiment.
  • Results and discussion: it contains all findings and discussion for each experiment.
  • Conclusion : this section has the summary, significance of the study, and future direction of the study.

Each graduate school has specific guidelines on how to shape a graduate thesis. Before you start writing your graduate thesis, familiarize yourself with the thesis structures, format and style required by your graduate school.

What to include in a thesis or a dissertation

When writing the main body of your graduate thesis, consider including these following pieces of information:

1.Introduction

  • The purpose of your study
  • The significance of your study
  • The research questions
  • The hypothesis
  • The expected outcome

2.Literature Review

  • The background of your research
  • Descriptions of previous studies
  • Comparisons and limitations of previous studies
  • The gaps in the previous studies
  • The explanation on how previous studies guided you to your study

3.Methodology

  • The materials you used in your study
  • The methods you performed to collect your data
  • Descriptions on how you analyzed your data
  • Illustrations of your data in graphs, tables and figures
  • Results of your study
  • The reliability of your findings
  • The significance of your analyses

5.Discussion

  • The interpretations and explanations of your results
  • The answers to your research questions
  • The significance and implications of your findings

How long should a thesis or a dissertation be?

Depending on the requirements of the university, a dissertation can range from 125 to 175 pages ( Pain, 2018 ), whereas a thesis can have fewer than 100 pages. However, the length of a thesis or a dissertation really depends on the writing style, chapters, and research projects. In fact, some dissertations may reach 200 pages due to the number of projects a Ph.D. candidate has.

How long does it take to write a graduate thesis?

Writing a thesis or a dissertation can range from two to six months. However, the process can be much quicker if a graduate student starts writing some sections before the final year. The following section will lay out some ideas on how you can start your writing early.

When to write a thesis or dissertation

For many graduate students, writing a thesis or a dissertation is commonly started during the final year of the graduate school. During that final year, most of the lab work should have been completed. Therefore, students can focus only on writing, without having to deal with too many interruptions from their experiments.

But actually, it’s possible to write a thesis or dissertation much earlier than that! As you prepare yourself for the qualifying exam, the literature review section is a good place to initiate your writing. For example, you can start a word file and fill it with important notes from scientific articles, which are relevant to your study. You can also include the references, so you can find them again later.

The methodology section is also a possible section to start as you run your experiments, write and organize your lab notebook. You can also organize, analyze your data and put them together into a graph or a table every time you complete an experiment. Doing this as you go along with make it far easier to piece together rather than trying to remember an experimental plan from 9-12 months ago.

How to complete a thesis or dissertation

  • Make a clear plan, set reasonable goals, and draw a timeline.
  • Divide and conquer—break your big goal (for example, finishing a methodology chapter) into smaller and more manageable tasks, such as writing materials and methods for each subsection. Otherwise, you can use the pieces of information to include in your chapters as a guide for your smaller tasks.
  • Focus on finishing your smaller tasks and avoid distractions.
  • Start smaller: write for at least for 15 minutes a day and then add more minutes when you become more comfortable with writing.
  • Write a certain number of lines or words every day, for example 5-10 lines or 100-200 words in a day.
  • Avoid procrastination—finish your daily writing before jumping into another task, particularly if it is unrelated to your writing. Working on small goals also helps avoid being overwhelmed and reduces procrastination.
  • Take a break and reward yourself after finishing each small task.
  • Keep track of your progress, so you can see how close you are to your goal.

Timeline for a thesis or a dissertation

  • Motivate yourself frequently (for example, by imagining your graduation day) and find support from your mentor, family, friends and fellow graduate students.
  • Recover quickly and move on when you hit a setback or meet an interruption during your writing. When you feel stuck in one section, you can work on another section first, and then come back to it later.
  • Keep in mind that there is no such thing as a perfect thesis or dissertation, so just keep writing!

Abstracts - The Writing Center. (2011). The Writing Center. https://writingcenter.unc.edu/tips-and-tools/abstr...

Chandrasekhar, C. (n.d.). How to Write a Thesis: A Working Guide. https://www.student.uwa.edu.au/__data/assets/pdf_file/0007/1919239/How-to-write-a-thesis-A-working-guide.pdf.

Developing A Thesis. (2019). Harvard.edu. https://writingcenter.fas.harvard.edu/pages/developing-thesis.

Dissertations. (n.d.). The Writing Center • University of North Carolina at Chapel Hill. https://writingcenter.unc.edu/tips-and-tools/disse...

Dittmann, M. (2021). Starting the dissertation. Apa.org. https://www.apa.org/gradpsych/2005/01/starting.

Doctoral Dissertations & Proposals: Writing Guides: Writing Tutorial Services: Indiana University Bloomington. (n.d.). Writing Tutorial Services. Retrieved March 12, 2021, from https://wts.indiana.edu/writing-guides/doctoral-di...

Gosling, P., NoordamDec. 21, B., 2007, & Am, 10:00. (2007, December 21). Mastering Your Ph.D.: Writing Your Doctoral Thesis With Style. Science | AAAS. https://www.sciencemag.org/careers/2007/12/masteri...

Gould, J. (2016). What’s the point of the PhD thesis? Nature, 535(7610), 26–28. https://doi.org/10.1038/535026a.

GUIDELINES FOR WRITING A THESIS OR DISSERTATION. (n.d.). https://www.jou.ufl.edu/grad/forms/Guidelines-for-...

Guide to Writing Your Thesis/Dissertation : Graduate School. (n.d.). Gradschool.cornell.edu. Retrieved March 11, 2021, from https://gradschool.cornell.edu/academic-progress/t...

Pain, E. Apr. 30, 2018, & Pm, 3:00. (2018, April 30). How to write your Ph.D. thesis. Science | AAAS. https://www.sciencemag.org/careers/2018/04/how-write-your-phd-thesis.

Theses and Dissertations. (n.d.). Www.lancaster.ac.uk. Retrieved March 17, 2021, from https://www.lancaster.ac.uk/library/resources/thes...

Thesis and Purpose Statements. (2019). Thesis and Purpose Statements. The Writing Center. https://writing.wisc.edu/handbook/process/thesis_o...

What is a Ph.D. Dissertation? (2019). Purdue.edu. https://spaf.cerias.purdue.edu/StudentInfo/spaf.ht...

Writing a Dissertation | Biology. (n.d.). Bio.as.uky.edu. Retrieved March 15, 2021, from https://bio.as.uky.edu/writing-dissertation

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What is a Dissertation? Everything You Need to Know 

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Cait Williams is a Content Writer at Scholarships360. Cait recently graduated from Ohio University with a degree in Journalism and Strategic Communications. During her time at OU, was active in the outdoor recreation community.

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What is a Dissertation? Everything You Need to Know 

Your dissertation, the final piece of the puzzle that stands between you and the completion of your doctoral degree . Okay, so that’s not the actual definition of the word “dissertation,” but when you’re writing one, that can feel true at times! Keep reading to learn the academic definition and take a more in depth look at what a dissertation is and how to navigate writing one. So, let’s go!  

Related : Top fully funded PhD programs

Dissertation vs. thesis  

While dissertation and thesis are sometimes used interchangeably, they actually refer to two different pieces of writing. A thesis is traditionally completed at the end of a masters program . It is based on pre-existing research and showcases your ability to understand the information you have been learning about in your program.   

A dissertation is much longer than a thesis and is completed at the end of a PhD or doctorate program . It is the last thing you need to complete in order to earn your doctorate in your chosen field. It will be about a topic of your choosing that is within your field of study. Instead of using all pre-existing information though, you will conduct a portion of your own research and propose new ideas.

See also : Top scholarships for graduate students   

What do you write about when completing a dissertation?

What you write about will depend on what field of study you are in. A dissertation is designed to be your own. Meaning that what you write about should be a new idea, a new topic, or question that is still unanswered in your field. Something that you will need to collect new data on, potentially interview people for and explore what information is already available.  

Generally, an idea will need to be approved or at least discussed with whoever is overseeing your dissertation before you begin writing. It’s important to put time and effort into choosing a topic that you will be able to find either existing research for and add to, or a topic that you will be able to establish your own methods of data collection for. Again, the goal of your dissertation is to add to your field.   

How long does a dissertation need to be?  

Your dissertation length will vary, but you can generally count on it to be around 2-3 times the length of your thesis. A standard thesis is roughly 80 to 100 pages. So, on the short end you’re looking at a 200 pages dissertation, while the longer end can reach as high as 400 pages.  

How long does it take to write?  

The page count for a dissertation is enough to scare even the best writers away, but take a breath and rest easy knowing that this is not something you complete in just one semester or even two. On the short end you will have a year to write your dissertation, while the longer end can offer as much as two years to complete your dissertation. During this time, you will work with an advisor who can watch over you and help you along the way.  

The parts of a dissertation   

A dissertation is not just one long paper you must write. Thankfully, it is broken down into manageable pieces that you complete over time.  

Choosing a topic  

The first thing you will do is come up with your topic. Again, your topic will need to be approved by whoever is overseeing your dissertation. If they think that it may not be a strong topic, they will let you know. Even if a topic is approved though, you’ll need to do research around that topic first to make sure that it has not already been covered, or if it has that you take into consideration what has been done and add to the topic in a new way.  

Research  

Research can mean looking at what already exists, as well as conducting your own research to add to a proposed idea of yours. Your research can take many different forms depending on what field you are in. Research can be costly at times, so be sure to check out what funding opportunities are available for doctoral research. There are even post PhD research grants you should be familiar with if you intend to continue researching.  

Chapter break down  

A dissertation generally consists of five chapters. We’ve written them out below with a brief description of each and what they include.   

Introduction – Just as you would expect, this is where you will introduce your topic and what you plan to discuss  

Literature review – This section will address the research you have found that has already been done, or found has not been done, that pertains to your topic  

Methodology – How you go about collecting information for your dissertation, whether it be conducting your own research or delving deep into what has already been done, will be discussed in the methodology section 

Results – Your results will analyze the information you gathered  in regard to your topic 

Discussion – Finally, your discussion section will assess the meaning of your results and it is also where you will add your own ideas, rooted in research, about what those results mean in a broader context in regard to your field 

There will be more parts of your dissertation that are not included in the chapters, but the bulk of your dissertation will be made up by these five chapters. Things like title pages, references, appendices, and table of contents will also be included.  

Defending your dissertation  

Believe it or not, it’s not enough just to write your dissertation–you also have to defend your dissertation. This is another reason why taking a thorough amount of time to choose your topic is so important. You’ll likely need to propose your initial dissertation idea, but that will be much simpler and shorter. Your final defense will be much lengthier and in depth.  

During your defense, you will present your dissertation to a committee. It’s likely that you’ll be at least somewhat familiar with those on the committee; they are not just randomly picked. They will ask you questions about your research, and you will need to respond to each question. A defense generally takes around two hours. The point of a defense is not to have people try to undermine your work, but for you to exemplify your expertise in your field.  

Failing your dissertation  

Nobody wants to think about failing, but unfortunately, you can fail your dissertation. However, let’s talk about a few things before we just leave it at that. First, if you are afraid of failing your dissertation, this is something that you should speak to your advisor about. They can help you determine if there should be legitimate concerns or if you are getting in your own head.  

Second, even if you do fail your dissertation, you are usually allowed to resubmit one time. This of course is not ideal, but it does give you a little room to breathe. Your goal is to do great from the start, but remember this is not an easy task. You’ll likely have plenty of bumps along the way! 

Again, if you have concerns about failing, address them sooner rather than later and seek help. There are bound to be plenty of people and services around you, as well as additional services that you can pay for which will help review your materials and guide you along.

Key Takeaways

  • Dissertations are completed as the last step of your PhD or doctorate degree 
  • Your dissertation will be related to a topic or question in your field of study that you choose 
  • Dissertations take anywhere from one to two years to complete and can be upwards of three hundred pages long 
  • Your dissertation is designed to showcase your expertise in your field and your addition of new ideas to the field about a particular question or area 

Frequently asked questions about dissertations  

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What Is a Dissertation? | Guide, Examples, & Template

Structure of a Dissertation

A dissertation is a long-form piece of academic writing based on original research conducted by you. It is usually submitted as the final step in order to finish a PhD program.

Your dissertation is probably the longest piece of writing you’ve ever completed. It requires solid research, writing, and analysis skills, and it can be intimidating to know where to begin.

Your department likely has guidelines related to how your dissertation should be structured. When in doubt, consult with your supervisor.

You can also download our full dissertation template in the format of your choice below. The template includes a ready-made table of contents with notes on what to include in each chapter, easily adaptable to your department’s requirements.

Download Word template Download Google Docs template

  • In the US, a dissertation generally refers to the collection of research you conducted to obtain a PhD.
  • In other countries (such as the UK), a dissertation often refers to the research you conduct to obtain your bachelor’s or master’s degree.

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Table of contents

Dissertation committee and prospectus process, how to write and structure a dissertation, acknowledgements or preface, list of figures and tables, list of abbreviations, introduction, literature review, methodology, reference list, proofreading and editing, defending your dissertation, free checklist and lecture slides.

When you’ve finished your coursework, as well as any comprehensive exams or other requirements, you advance to “ABD” (All But Dissertation) status. This means you’ve completed everything except your dissertation.

Prior to starting to write, you must form your committee and write your prospectus or proposal . Your committee comprises your adviser and a few other faculty members. They can be from your own department, or, if your work is more interdisciplinary, from other departments. Your committee will guide you through the dissertation process, and ultimately decide whether you pass your dissertation defense and receive your PhD.

Your prospectus is a formal document presented to your committee, usually orally in a defense, outlining your research aims and objectives and showing why your topic is relevant . After passing your prospectus defense, you’re ready to start your research and writing.

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The structure of your dissertation depends on a variety of factors, such as your discipline, topic, and approach. Dissertations in the humanities are often structured more like a long essay , building an overall argument to support a central thesis , with chapters organized around different themes or case studies.

However, hard science and social science dissertations typically include a review of existing works, a methodology section, an analysis of your original research, and a presentation of your results , presented in different chapters.

Dissertation examples

We’ve compiled a list of dissertation examples to help you get started.

  • Example dissertation #1: Heat, Wildfire and Energy Demand: An Examination of Residential Buildings and Community Equity (a dissertation by C. A. Antonopoulos about the impact of extreme heat and wildfire on residential buildings and occupant exposure risks).
  • Example dissertation #2: Exploring Income Volatility and Financial Health Among Middle-Income Households (a dissertation by M. Addo about income volatility and declining economic security among middle-income households).
  • Example dissertation #3: The Use of Mindfulness Meditation to Increase the Efficacy of Mirror Visual Feedback for Reducing Phantom Limb Pain in Amputees (a dissertation by N. S. Mills about the effect of mindfulness-based interventions on the relationship between mirror visual feedback and the pain level in amputees with phantom limb pain).

The very first page of your document contains your dissertation title, your name, department, institution, degree program, and submission date. Sometimes it also includes your student number, your supervisor’s name, and the university’s logo.

Read more about title pages

The acknowledgements section is usually optional and gives space for you to thank everyone who helped you in writing your dissertation. This might include your supervisors, participants in your research, and friends or family who supported you. In some cases, your acknowledgements are part of a preface.

Read more about acknowledgements Read more about prefaces

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The abstract is a short summary of your dissertation, usually about 150 to 300 words long. Though this may seem very short, it’s one of the most important parts of your dissertation, because it introduces your work to your audience.

Your abstract should:

  • State your main topic and the aims of your research
  • Describe your methods
  • Summarize your main results
  • State your conclusions

Read more about abstracts

The table of contents lists all of your chapters, along with corresponding subheadings and page numbers. This gives your reader an overview of your structure and helps them easily navigate your document.

Remember to include all main parts of your dissertation in your table of contents, even the appendices. It’s easy to generate a table automatically in Word if you used heading styles. Generally speaking, you only include level 2 and level 3 headings, not every subheading you included in your finished work.

Read more about tables of contents

While not usually mandatory, it’s nice to include a list of figures and tables to help guide your reader if you have used a lot of these in your dissertation. It’s easy to generate one of these in Word using the Insert Caption feature.

Read more about lists of figures and tables

Similarly, if you have used a lot of abbreviations (especially industry-specific ones) in your dissertation, you can include them in an alphabetized list of abbreviations so that the reader can easily look up their meanings.

Read more about lists of abbreviations

In addition to the list of abbreviations, if you find yourself using a lot of highly specialized terms that you worry will not be familiar to your reader, consider including a glossary. Here, alphabetize the terms and include a brief description or definition.

Read more about glossaries

The introduction serves to set up your dissertation’s topic, purpose, and relevance. It tells the reader what to expect in the rest of your dissertation. The introduction should:

  • Establish your research topic , giving the background information needed to contextualize your work
  • Narrow down the focus and define the scope of your research
  • Discuss the state of existing research on the topic, showing your work’s relevance to a broader problem or debate
  • Clearly state your research questions and objectives
  • Outline the flow of the rest of your work

Everything in the introduction should be clear, engaging, and relevant. By the end, the reader should understand the what, why, and how of your research.

Read more about introductions

A formative part of your research is your literature review . This helps you gain a thorough understanding of the academic work that already exists on your topic.

Literature reviews encompass:

  • Finding relevant sources (e.g., books and journal articles)
  • Assessing the credibility of your sources
  • Critically analyzing and evaluating each source
  • Drawing connections between them (e.g., themes, patterns, conflicts, or gaps) to strengthen your overall point

A literature review is not merely a summary of existing sources. Your literature review should have a coherent structure and argument that leads to a clear justification for your own research. It may aim to:

  • Address a gap in the literature or build on existing knowledge
  • Take a new theoretical or methodological approach to your topic
  • Propose a solution to an unresolved problem or advance one side of a theoretical debate

Read more about literature reviews

Theoretical framework

Your literature review can often form the basis for your theoretical framework. Here, you define and analyze the key theories, concepts, and models that frame your research.

Read more about theoretical frameworks

Your methodology chapter describes how you conducted your research, allowing your reader to critically assess its credibility. Your methodology section should accurately report what you did, as well as convince your reader that this was the best way to answer your research question.

A methodology section should generally include:

  • The overall research approach ( quantitative vs. qualitative ) and research methods (e.g., a longitudinal study )
  • Your data collection methods (e.g., interviews or a controlled experiment )
  • Details of where, when, and with whom the research took place
  • Any tools and materials you used (e.g., computer programs, lab equipment)
  • Your data analysis methods (e.g., statistical analysis , discourse analysis )
  • An evaluation or justification of your methods

Read more about methodology sections

Your results section should highlight what your methodology discovered. You can structure this section around sub-questions, hypotheses , or themes, but avoid including any subjective or speculative interpretation here.

Your results section should:

  • Concisely state each relevant result together with relevant descriptive statistics (e.g., mean , standard deviation ) and inferential statistics (e.g., test statistics , p values )
  • Briefly state how the result relates to the question or whether the hypothesis was supported
  • Report all results that are relevant to your research questions , including any that did not meet your expectations.

Additional data (including raw numbers, full questionnaires, or interview transcripts) can be included as an appendix. You can include tables and figures, but only if they help the reader better understand your results. Read more about results sections

Your discussion section is your opportunity to explore the meaning and implications of your results in relation to your research question. Here, interpret your results in detail, discussing whether they met your expectations and how well they fit with the framework that you built in earlier chapters. Refer back to relevant source material to show how your results fit within existing research in your field.

Some guiding questions include:

  • What do your results mean?
  • Why do your results matter?
  • What limitations do the results have?

If any of the results were unexpected, offer explanations for why this might be. It’s a good idea to consider alternative interpretations of your data.

Read more about discussion sections

Your dissertation’s conclusion should concisely answer your main research question, leaving your reader with a clear understanding of your central argument and emphasizing what your research has contributed to the field.

In some disciplines, the conclusion is just a short section preceding the discussion section, but in other contexts, it is the final chapter of your work. Here, you wrap up your dissertation with a final reflection on what you found, with recommendations for future research and concluding remarks.

It’s important to leave the reader with a clear impression of why your research matters. What have you added to what was already known? Why is your research necessary for the future of your field?

Read more about conclusions

It is crucial to include a reference list or list of works cited with the full details of all the sources that you used, in order to avoid plagiarism. Be sure to choose one citation style and follow it consistently throughout your dissertation. Each style has strict and specific formatting requirements.

Common styles include MLA , Chicago , and APA , but which style you use is often set by your department or your field.

Create APA citations Create MLA citations

Your dissertation should contain only essential information that directly contributes to answering your research question. Documents such as interview transcripts or survey questions can be added as appendices, rather than adding them to the main body.

Read more about appendices

Making sure that all of your sections are in the right place is only the first step to a well-written dissertation. Don’t forget to leave plenty of time for editing and proofreading, as grammar mistakes and sloppy spelling errors can really negatively impact your work.

Dissertations can take up to five years to write, so you will definitely want to make sure that everything is perfect before submitting. You may want to consider using a professional dissertation editing service , AI proofreader or grammar checker to make sure your final project is perfect prior to submitting.

After your written dissertation is approved, your committee will schedule a defense. Similarly to defending your prospectus, dissertation defenses are oral presentations of your work. You’ll present your dissertation, and your committee will ask you questions. Many departments allow family members, friends, and other people who are interested to join as well.

After your defense, your committee will meet, and then inform you whether you have passed. Keep in mind that defenses are usually just a formality; most committees will have resolved any serious issues with your work with you far prior to your defense, giving you ample time to fix any problems.

As you write your dissertation, you can use this simple checklist to make sure you’ve included all the essentials.

Checklist: Dissertation

My title page includes all information required by my university.

I have included acknowledgements thanking those who helped me.

My abstract provides a concise summary of the dissertation, giving the reader a clear idea of my key results or arguments.

I have created a table of contents to help the reader navigate my dissertation. It includes all chapter titles, but excludes the title page, acknowledgements, and abstract.

My introduction leads into my topic in an engaging way and shows the relevance of my research.

My introduction clearly defines the focus of my research, stating my research questions and research objectives .

My introduction includes an overview of the dissertation’s structure (reading guide).

I have conducted a literature review in which I (1) critically engage with sources, evaluating the strengths and weaknesses of existing research, (2) discuss patterns, themes, and debates in the literature, and (3) address a gap or show how my research contributes to existing research.

I have clearly outlined the theoretical framework of my research, explaining the theories and models that support my approach.

I have thoroughly described my methodology , explaining how I collected data and analyzed data.

I have concisely and objectively reported all relevant results .

I have (1) evaluated and interpreted the meaning of the results and (2) acknowledged any important limitations of the results in my discussion .

I have clearly stated the answer to my main research question in the conclusion .

I have clearly explained the implications of my conclusion, emphasizing what new insight my research has contributed.

I have provided relevant recommendations for further research or practice.

If relevant, I have included appendices with supplemental information.

I have included an in-text citation every time I use words, ideas, or information from a source.

I have listed every source in a reference list at the end of my dissertation.

I have consistently followed the rules of my chosen citation style .

I have followed all formatting guidelines provided by my university.

Congratulations!

The end is in sight—your dissertation is nearly ready to submit! Make sure it's perfectly polished with the help of a Scribbr editor.

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  • Dissertation

What Is a Dissertation? | 5 Essential Questions to Get Started

Published on 26 March 2020 by Jack Caulfield . Revised on 5 May 2022.

A dissertation is a large research project undertaken at the end of a degree. It involves in-depth consideration of a problem or question chosen by the student. It is usually the largest (and final) piece of written work produced during a degree.

The length and structure of a dissertation vary widely depending on the level and field of study. However, there are some key questions that can help you understand the requirements and get started on your dissertation project.

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Table of contents

When and why do you have to write a dissertation, who will supervise your dissertation, what type of research will you do, how should your dissertation be structured, what formatting and referencing rules do you have to follow, frequently asked questions about dissertations.

A dissertation, sometimes called a thesis, comes at the end of an undergraduate or postgraduate degree. It is a larger project than the other essays you’ve written, requiring a higher word count and a greater depth of research.

You’ll generally work on your dissertation during the final year of your degree, over a longer period than you would take for a standard essay . For example, the dissertation might be your main focus for the last six months of your degree.

Why is the dissertation important?

The dissertation is a test of your capacity for independent research. You are given a lot of autonomy in writing your dissertation: you come up with your own ideas, conduct your own research, and write and structure the text by yourself.

This means that it is an important preparation for your future, whether you continue in academia or not: it teaches you to manage your own time, generate original ideas, and work independently.

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During the planning and writing of your dissertation, you’ll work with a supervisor from your department. The supervisor’s job is to give you feedback and advice throughout the process.

The dissertation supervisor is often assigned by the department, but you might be allowed to indicate preferences or approach potential supervisors. If so, try to pick someone who is familiar with your chosen topic, whom you get along with on a personal level, and whose feedback you’ve found useful in the past.

How will your supervisor help you?

Your supervisor is there to guide you through the dissertation project, but you’re still working independently. They can give feedback on your ideas, but not come up with ideas for you.

You may need to take the initiative to request an initial meeting with your supervisor. Then you can plan out your future meetings and set reasonable deadlines for things like completion of data collection, a structure outline, a first chapter, a first draft, and so on.

Make sure to prepare in advance for your meetings. Formulate your ideas as fully as you can, and determine where exactly you’re having difficulties so you can ask your supervisor for specific advice.

Your approach to your dissertation will vary depending on your field of study. The first thing to consider is whether you will do empirical research , which involves collecting original data, or non-empirical research , which involves analysing sources.

Empirical dissertations (sciences)

An empirical dissertation focuses on collecting and analysing original data. You’ll usually write this type of dissertation if you are studying a subject in the sciences or social sciences.

  • What are airline workers’ attitudes towards the challenges posed for their industry by climate change?
  • How effective is cognitive behavioural therapy in treating depression in young adults?
  • What are the short-term health effects of switching from smoking cigarettes to e-cigarettes?

There are many different empirical research methods you can use to answer these questions – for example, experiments , observations, surveys , and interviews.

When doing empirical research, you need to consider things like the variables you will investigate, the reliability and validity of your measurements, and your sampling method . The aim is to produce robust, reproducible scientific knowledge.

Non-empirical dissertations (arts and humanities)

A non-empirical dissertation works with existing research or other texts, presenting original analysis, critique and argumentation, but no original data. This approach is typical of arts and humanities subjects.

  • What attitudes did commentators in the British press take towards the French Revolution in 1789–1792?
  • How do the themes of gender and inheritance intersect in Shakespeare’s Macbeth ?
  • How did Plato’s Republic and Thomas More’s Utopia influence nineteenth century utopian socialist thought?

The first steps in this type of dissertation are to decide on your topic and begin collecting your primary and secondary sources .

Primary sources are the direct objects of your research. They give you first-hand evidence about your subject. Examples of primary sources include novels, artworks and historical documents.

Secondary sources provide information that informs your analysis. They describe, interpret, or evaluate information from primary sources. For example, you might consider previous analyses of the novel or author you are working on, or theoretical texts that you plan to apply to your primary sources.

Dissertations are divided into chapters and sections. Empirical dissertations usually follow a standard structure, while non-empirical dissertations are more flexible.

Structure of an empirical dissertation

Empirical dissertations generally include these chapters:

  • Introduction : An explanation of your topic and the research question(s) you want to answer.
  • Literature review : A survey and evaluation of previous research on your topic.
  • Methodology : An explanation of how you collected and analysed your data.
  • Results : A brief description of what you found.
  • Discussion : Interpretation of what these results reveal.
  • Conclusion : Answers to your research question(s) and summary of what your findings contribute to knowledge in your field.

Sometimes the order or naming of chapters might be slightly different, but all of the above information must be included in order to produce thorough, valid scientific research.

Other dissertation structures

If your dissertation doesn’t involve data collection, your structure is more flexible. You can think of it like an extended essay – the text should be logically organised in a way that serves your argument:

  • Introduction: An explanation of your topic and the question(s) you want to answer.
  • Main body: The development of your analysis, usually divided into 2–4 chapters.
  • Conclusion: Answers to your research question(s) and summary of what your analysis contributes to knowledge in your field.

The chapters of the main body can be organised around different themes, time periods, or texts. Below you can see some example structures for dissertations in different subjects.

  • Political philosophy

This example, on the topic of the British press’s coverage of the French Revolution, shows how you might structure each chapter around a specific theme.

Example of a dissertation structure in history

This example, on the topic of Plato’s and More’s influences on utopian socialist thought, shows a different approach to dividing the chapters by theme.

Example of a dissertation structure in political philosophy

This example, a master’s dissertation on the topic of how writers respond to persecution, shows how you can also use section headings within each chapter. Each of the three chapters deals with a specific text, while the sections are organised thematically.

Example of a dissertation structure in literature

Like other academic texts, it’s important that your dissertation follows the formatting guidelines set out by your university. You can lose marks unnecessarily over mistakes, so it’s worth taking the time to get all these elements right.

Formatting guidelines concern things like:

  • line spacing
  • page numbers
  • punctuation
  • title pages
  • presentation of tables and figures

If you’re unsure about the formatting requirements, check with your supervisor or department. You can lose marks unnecessarily over mistakes, so it’s worth taking the time to get all these elements right.

How will you reference your sources?

Referencing means properly listing the sources you cite and refer to in your dissertation, so that the reader can find them. This avoids plagiarism by acknowledging where you’ve used the work of others.

Keep track of everything you read as you prepare your dissertation. The key information to note down for a reference is:

  • The publication date
  • Page numbers for the parts you refer to (especially when using direct quotes)

Different referencing styles each have their own specific rules for how to reference. The most commonly used styles in UK universities are listed below.

&
An author–date citation in brackets in the text… …corresponding to an entry in the alphabetised reference list at the end.
A superscript or bracketed reference number in the text… …corresponding to an entry in the numbered reference list at the end.
A footnote in the text that gives full source information… …and an alphabetised bibliography at the end listing all sources.

You can use the free APA Reference Generator to automatically create and store your references.

APA Reference Generator

The words ‘ dissertation ’ and ‘thesis’ both refer to a large written research project undertaken to complete a degree, but they are used differently depending on the country:

  • In the UK, you write a dissertation at the end of a bachelor’s or master’s degree, and you write a thesis to complete a PhD.
  • In the US, it’s the other way around: you may write a thesis at the end of a bachelor’s or master’s degree, and you write a dissertation to complete a PhD.

The main difference is in terms of scale – a dissertation is usually much longer than the other essays you complete during your degree.

Another key difference is that you are given much more independence when working on a dissertation. You choose your own dissertation topic , and you have to conduct the research and write the dissertation yourself (with some assistance from your supervisor).

Dissertation word counts vary widely across different fields, institutions, and levels of education:

  • An undergraduate dissertation is typically 8,000–15,000 words
  • A master’s dissertation is typically 12,000–50,000 words
  • A PhD thesis is typically book-length: 70,000–100,000 words

However, none of these are strict guidelines – your word count may be lower or higher than the numbers stated here. Always check the guidelines provided by your university to determine how long your own dissertation should be.

At the bachelor’s and master’s levels, the dissertation is usually the main focus of your final year. You might work on it (alongside other classes) for the entirety of the final year, or for the last six months. This includes formulating an idea, doing the research, and writing up.

A PhD thesis takes a longer time, as the thesis is the main focus of the degree. A PhD thesis might be being formulated and worked on for the whole four years of the degree program. The writing process alone can take around 18 months.

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The Writing Center • University of North Carolina at Chapel Hill

Dissertation Strategies

What this handout is about.

This handout suggests strategies for developing healthy writing habits during your dissertation journey. These habits can help you maintain your writing momentum, overcome anxiety and procrastination, and foster wellbeing during one of the most challenging times in graduate school.

Tackling a giant project

Because dissertations are, of course, big projects, it’s no surprise that planning, writing, and revising one can pose some challenges! It can help to think of your dissertation as an expanded version of a long essay: at the end of the day, it is simply another piece of writing. You’ve written your way this far into your degree, so you’ve got the skills! You’ll develop a great deal of expertise on your topic, but you may still be a novice with this genre and writing at this length. Remember to give yourself some grace throughout the project. As you begin, it’s helpful to consider two overarching strategies throughout the process.

First, take stock of how you learn and your own writing processes. What strategies have worked and have not worked for you? Why? What kind of learner and writer are you? Capitalize on what’s working and experiment with new strategies when something’s not working. Keep in mind that trying out new strategies can take some trial-and-error, and it’s okay if a new strategy that you try doesn’t work for you. Consider why it may not have been the best for you, and use that reflection to consider other strategies that might be helpful to you.

Second, break the project into manageable chunks. At every stage of the process, try to identify specific tasks, set small, feasible goals, and have clear, concrete strategies for achieving each goal. Small victories can help you establish and maintain the momentum you need to keep yourself going.

Below, we discuss some possible strategies to keep you moving forward in the dissertation process.

Pre-dissertation planning strategies

Get familiar with the Graduate School’s Thesis and Dissertation Resources .

Create a template that’s properly formatted. The Grad School offers workshops on formatting in Word for PC and formatting in Word for Mac . There are online templates for LaTeX users, but if you use a template, save your work where you can recover it if the template has corrruption issues.

Learn how to use a citation-manager and a synthesis matrix to keep track of all of your source information.

Skim other dissertations from your department, program, and advisor. Enlist the help of a librarian or ask your advisor for a list of recent graduates whose work you can look up. Seeing what other people have done to earn their PhD can make the project much less abstract and daunting. A concrete sense of expectations will help you envision and plan. When you know what you’ll be doing, try to find a dissertation from your department that is similar enough that you can use it as a reference model when you run into concerns about formatting, structure, level of detail, etc.

Think carefully about your committee . Ideally, you’ll be able to select a group of people who work well with you and with each other. Consult with your advisor about who might be good collaborators for your project and who might not be the best fit. Consider what classes you’ve taken and how you “vibe” with those professors or those you’ve met outside of class. Try to learn what you can about how they’ve worked with other students. Ask about feedback style, turnaround time, level of involvement, etc., and imagine how that would work for you.

Sketch out a sensible drafting order for your project. Be open to writing chapters in “the wrong order” if it makes sense to start somewhere other than the beginning. You could begin with the section that seems easiest for you to write to gain momentum.

Design a productivity alliance with your advisor . Talk with them about potential projects and a reasonable timeline. Discuss how you’ll work together to keep your work moving forward. You might discuss having a standing meeting to discuss ideas or drafts or issues (bi-weekly? monthly?), your advisor’s preferences for drafts (rough? polished?), your preferences for what you’d like feedback on (early or late drafts?), reasonable turnaround time for feedback (a week? two?), and anything else you can think of to enter the collaboration mindfully.

Design a productivity alliance with your colleagues . Dissertation writing can be lonely, but writing with friends, meeting for updates over your beverage of choice, and scheduling non-working social times can help you maintain healthy energy. See our tips on accountability strategies for ideas to support each other.

Productivity strategies

Write when you’re most productive. When do you have the most energy? Focus? Creativity? When are you most able to concentrate, either because of your body rhythms or because there are fewer demands on your time? Once you determine the hours that are most productive for you (you may need to experiment at first), try to schedule those hours for dissertation work. See the collection of time management tools and planning calendars on the Learning Center’s Tips & Tools page to help you think through the possibilities. If at all possible, plan your work schedule, errands and chores so that you reserve your productive hours for the dissertation.

Put your writing time firmly on your calendar . Guard your writing time diligently. You’ll probably be invited to do other things during your productive writing times, but do your absolute best to say no and to offer alternatives. No one would hold it against you if you said no because you’re teaching a class at that time—and you wouldn’t feel guilty about saying no. Cultivating the same hard, guilt-free boundaries around your writing time will allow you preserve the time you need to get this thing done!

Develop habits that foster balance . You’ll have to work very hard to get this dissertation finished, but you can do that without sacrificing your physical, mental, and emotional wellbeing. Think about how you can structure your work hours most efficiently so that you have time for a healthy non-work life. It can be something as small as limiting the time you spend chatting with fellow students to a few minutes instead of treating the office or lab as a space for extensive socializing. Also see above for protecting your time.

Write in spaces where you can be productive. Figure out where you work well and plan to be there during your dissertation work hours. Do you get more done on campus or at home? Do you prefer quiet and solitude, like in a library carrel? Do you prefer the buzz of background noise, like in a coffee shop? Are you aware of the UNC Libraries’ list of places to study ? If you get “stuck,” don’t be afraid to try a change of scenery. The variety may be just enough to get your brain going again.

Work where you feel comfortable . Wherever you work, make sure you have whatever lighting, furniture, and accessories you need to keep your posture and health in good order. The University Health and Safety office offers guidelines for healthy computer work . You’re more likely to spend time working in a space that doesn’t physically hurt you. Also consider how you could make your work space as inviting as possible. Some people find that it helps to have pictures of family and friends on their desk—sort of a silent “cheering section.” Some people work well with neutral colors around them, and others prefer bright colors that perk up the space. Some people like to put inspirational quotations in their workspace or encouraging notes from friends and family. You might try reconfiguring your work space to find a décor that helps you be productive.

Elicit helpful feedback from various people at various stages . You might be tempted to keep your writing to yourself until you think it’s brilliant, but you can lower the stakes tremendously if you make eliciting feedback a regular part of your writing process. Your friends can feel like a safer audience for ideas or drafts in their early stages. Someone outside your department may provide interesting perspectives from their discipline that spark your own thinking. See this handout on getting feedback for productive moments for feedback, the value of different kinds of feedback providers, and strategies for eliciting what’s most helpful to you. Make this a recurring part of your writing process. Schedule it to help you hit deadlines.

Change the writing task . When you don’t feel like writing, you can do something different or you can do something differently. Make a list of all the little things you need to do for a given section of the dissertation, no matter how small. Choose a task based on your energy level. Work on Grad School requirements: reformat margins, work on bibliography, and all that. Work on your acknowledgements. Remember all the people who have helped you and the great ideas they’ve helped you develop. You may feel more like working afterward. Write a part of your dissertation as a letter or email to a good friend who would care. Sometimes setting aside the academic prose and just writing it to a buddy can be liberating and help you get the ideas out there. You can make it sound smart later. Free-write about why you’re stuck, and perhaps even about how sick and tired you are of your dissertation/advisor/committee/etc. Venting can sometimes get you past the emotions of writer’s block and move you toward creative solutions. Open a separate document and write your thoughts on various things you’ve read. These may or may note be coherent, connected ideas, and they may or may not make it into your dissertation. They’re just notes that allow you to think things through and/or note what you want to revisit later, so it’s perfectly fine to have mistakes, weird organization, etc. Just let your mind wander on paper.

Develop habits that foster productivity and may help you develop a productive writing model for post-dissertation writing . Since dissertations are very long projects, cultivating habits that will help support your work is important. You might check out Helen Sword’s work on behavioral, artisanal, social, and emotional habits to help you get a sense of where you are in your current habits. You might try developing “rituals” of work that could help you get more done. Lighting incense, brewing a pot of a particular kind of tea, pulling out a favorite pen, and other ritualistic behaviors can signal your brain that “it is time to get down to business.” You can critically think about your work methods—not only about what you like to do, but also what actually helps you be productive. You may LOVE to listen to your favorite band while you write, for example, but if you wind up playing air guitar half the time instead of writing, it isn’t a habit worth keeping.

The point is, figure out what works for you and try to do it consistently. Your productive habits will reinforce themselves over time. If you find yourself in a situation, however, that doesn’t match your preferences, don’t let it stop you from working on your dissertation. Try to be flexible and open to experimenting. You might find some new favorites!

Motivational strategies

Schedule a regular activity with other people that involves your dissertation. Set up a coworking date with your accountability buddies so you can sit and write together. Organize a chapter swap. Make regular appointments with your advisor. Whatever you do, make sure it’s something that you’ll feel good about showing up for–and will make you feel good about showing up for others.

Try writing in sprints . Many writers have discovered that the “Pomodoro technique” (writing for 25 minutes and taking a 5 minute break) boosts their productivity by helping them set small writing goals, focus intently for short periods, and give their brains frequent rests. See how one dissertation writer describes it in this blog post on the Pomodoro technique .

Quit while you’re ahead . Sometimes it helps to stop for the day when you’re on a roll. If you’ve got a great idea that you’re developing and you know where you want to go next, write “Next, I want to introduce x, y, and z and explain how they’re related—they all have the same characteristics of 1 and 2, and that clinches my theory of Q.” Then save the file and turn off the computer, or put down the notepad. When you come back tomorrow, you will already know what to say next–and all that will be left is to say it. Hopefully, the momentum will carry you forward.

Write your dissertation in single-space . When you need a boost, double space it and be impressed with how many pages you’ve written.

Set feasible goals–and celebrate the achievements! Setting and achieving smaller, more reasonable goals ( SMART goals ) gives you success, and that success can motivate you to focus on the next small step…and the next one.

Give yourself rewards along the way . When you meet a writing goal, reward yourself with something you normally wouldn’t have or do–this can be anything that will make you feel good about your accomplishment.

Make the act of writing be its own reward . For example, if you love a particular coffee drink from your favorite shop, save it as a special drink to enjoy during your writing time.

Try giving yourself “pre-wards” —positive experiences that help you feel refreshed and recharged for the next time you write. You don’t have to “earn” these with prior work, but you do have to commit to doing the work afterward.

Commit to doing something you don’t want to do if you don’t achieve your goal. Some people find themselves motivated to work harder when there’s a negative incentive. What would you most like to avoid? Watching a movie you hate? Donating to a cause you don’t support? Whatever it is, how can you ensure enforcement? Who can help you stay accountable?

Affective strategies

Build your confidence . It is not uncommon to feel “imposter phenomenon” during the course of writing your dissertation. If you start to feel this way, it can help to take a few minutes to remember every success you’ve had along the way. You’ve earned your place, and people have confidence in you for good reasons. It’s also helpful to remember that every one of the brilliant people around you is experiencing the same lack of confidence because you’re all in a new context with new tasks and new expectations. You’re not supposed to have it all figured out. You’re supposed to have uncertainties and questions and things to learn. Remember that they wouldn’t have accepted you to the program if they weren’t confident that you’d succeed. See our self-scripting handout for strategies to turn these affirmations into a self-script that you repeat whenever you’re experiencing doubts or other negative thoughts. You can do it!

Appreciate your successes . Not meeting a goal isn’t a failure–and it certainly doesn’t make you a failure. It’s an opportunity to figure out why you didn’t meet the goal. It might simply be that the goal wasn’t achievable in the first place. See the SMART goal handout and think through what you can adjust. Even if you meant to write 1500 words, focus on the success of writing 250 or 500 words that you didn’t have before.

Remember your “why.” There are a whole host of reasons why someone might decide to pursue a PhD, both personally and professionally. Reflecting on what is motivating to you can rekindle your sense of purpose and direction.

Get outside support . Sometimes it can be really helpful to get an outside perspective on your work and anxieties as a way of grounding yourself. Participating in groups like the Dissertation Support group through CAPS and the Dissertation Boot Camp can help you see that you’re not alone in the challenges. You might also choose to form your own writing support group with colleagues inside or outside your department.

Understand and manage your procrastination . When you’re writing a long dissertation, it can be easy to procrastinate! For instance, you might put off writing because the house “isn’t clean enough” or because you’re not in the right “space” (mentally or physically) to write, so you put off writing until the house is cleaned and everything is in its right place. You may have other ways of procrastinating. It can be helpful to be self-aware of when you’re procrastinating and to consider why you are procrastinating. It may be that you’re anxious about writing the perfect draft, for example, in which case you might consider: how can I focus on writing something that just makes progress as opposed to being “perfect”? There are lots of different ways of managing procrastination; one way is to make a schedule of all the things you already have to do (when you absolutely can’t write) to help you visualize those chunks of time when you can. See this handout on procrastination for more strategies and tools for managing procrastination.

Your topic, your advisor, and your committee: Making them work for you

By the time you’ve reached this stage, you have probably already defended a dissertation proposal, chosen an advisor, and begun working with a committee. Sometimes, however, those three elements can prove to be major external sources of frustration. So how can you manage them to help yourself be as productive as possible?

Managing your topic

Remember that your topic is not carved in stone . The research and writing plan suggested in your dissertation proposal was your best vision of the project at that time, but topics evolve as the research and writing progress. You might need to tweak your research question a bit to reduce or adjust the scope, you might pare down certain parts of the project or add others. You can discuss your thoughts on these adjustments with your advisor at your check ins.

Think about variables that could be cut down and how changes would affect the length, depth, breadth, and scholarly value of your study. Could you cut one or two experiments, case studies, regions, years, theorists, or chapters and still make a valuable contribution or, even more simply, just finish?

Talk to your advisor about any changes you might make . They may be quite sympathetic to your desire to shorten an unwieldy project and may offer suggestions.

Look at other dissertations from your department to get a sense of what the chapters should look like. Reverse-outline a few chapters so you can see if there’s a pattern of typical components and how information is sequenced. These can serve as models for your own dissertation. See this video on reverse outlining to see the technique.

Managing your advisor

Embrace your evolving status . At this stage in your graduate career, you should expect to assume some independence. By the time you finish your project, you will know more about your subject than your committee does. The student/teacher relationship you have with your advisor will necessarily change as you take this big step toward becoming their colleague.

Revisit the alliance . If the interaction with your advisor isn’t matching the original agreement or the original plan isn’t working as well as it could, schedule a conversation to revisit and redesign your working relationship in a way that could work for both of you.

Be specific in your feedback requests . Tell your advisor what kind of feedback would be most helpful to you. Sometimes an advisor can be giving unhelpful or discouraging feedback without realizing it. They might make extensive sentence-level edits when you really need conceptual feedback, or vice-versa, if you only ask generally for feedback. Letting your advisor know, very specifically, what kinds of responses will be helpful to you at different stages of the writing process can help your advisor know how to help you.

Don’t hide . Advisors can be most helpful if they know what you are working on, what problems you are experiencing, and what progress you have made. If you haven’t made the progress you were hoping for, it only makes it worse if you avoid talking to them. You rob yourself of their expertise and support, and you might start a spiral of guilt, shame, and avoidance. Even if it’s difficult, it may be better to be candid about your struggles.

Talk to other students who have the same advisor . You may find that they have developed strategies for working with your advisor that could help you communicate more effectively with them.

If you have recurring problems communicating with your advisor , you can make a change. You could change advisors completely, but a less dramatic option might be to find another committee member who might be willing to serve as a “secondary advisor” and give you the kinds of feedback and support that you may need.

Managing your committee

Design the alliance . Talk with your committee members about how much they’d like to be involved in your writing process, whether they’d like to see chapter drafts or the complete draft, how frequently they’d like to meet (or not), etc. Your advisor can guide you on how committees usually work, but think carefully about how you’d like the relationship to function too.

Keep in regular contact with your committee , even if they don’t want to see your work until it has been approved by your advisor. Let them know about fellowships you receive, fruitful research excursions, the directions your thinking is taking, and the plans you have for completion. In short, keep them aware that you are working hard and making progress. Also, look for other ways to get facetime with your committee even if it’s not a one-on-one meeting. Things like speaking with them at department events, going to colloquiums or other events they organize and/or attend regularly can help you develop a relationship that could lead to other introductions and collaborations as your career progresses.

Share your struggles . Too often, we only talk to our professors when we’re making progress and hide from them the rest of the time. If you share your frustrations or setbacks with a knowledgeable committee member, they might offer some very helpful suggestions for overcoming the obstacles you face—after all, your committee members have all written major research projects before, and they have probably solved similar problems in their own work.

Stay true to yourself . Sometimes, you just don’t entirely gel with your committee, but that’s okay. It’s important not to get too hung up on how your committee does (or doesn’t) relate to you. Keep your eye on the finish line and keep moving forward.

Helpful websites:

Graduate School Diversity Initiatives : Groups and events to support the success of students identifying with an affinity group.

Graduate School Career Well : Extensive professional development resources related to writing, research, networking, job search, etc.

CAPS Therapy Groups : CAPS offers a variety of support groups, including a dissertation support group.

Advice on Research and Writing : Lots of links on writing, public speaking, dissertation management, burnout, and more.

How to be a Good Graduate Student: Marie DesJardins’ essay talks about several phases of the graduate experience, including the dissertation. She discusses some helpful hints for staying motivated and doing consistent work.

Preparing Future Faculty : This page, a joint project of the American Association of Colleges and Universities, the Council of Graduate Schools, and the Pew Charitable Trusts, explains the Preparing Future Faculty Programs and includes links and suggestions that may help graduate students and their advisors think constructively about the process of graduate education as a step toward faculty responsibilities.

Dissertation Tips : Kjell Erik Rudestam, Ph.D. and Rae Newton, Ph.D., authors of Surviving Your Dissertation: A Comprehensive Guide to Content and Process.

The ABD Survival Guide Newsletter : Information about the ABD Survival Guide newsletter (which is free) and other services from E-Coach (many of which are not free).

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

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Tips for writing a PhD dissertation: FAQs answered

From how to choose a topic to writing the abstract and managing work-life balance through the years it takes to complete a doctorate, here we collect expert advice to get you through the PhD writing process

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Embarking on a PhD is “probably the most challenging task that a young scholar attempts to do”, write Mark Stephan Felix and Ian Smith in their practical guide to dissertation and thesis writing. After years of reading and research to answer a specific question or proposition, the candidate will submit about 80,000 words that explain their methods and results and demonstrate their unique contribution to knowledge. Here are the answers to frequently asked questions about writing a doctoral thesis or dissertation.

What’s the difference between a dissertation and a thesis?

Whatever the genre of the doctorate, a PhD must offer an original contribution to knowledge. The terms “dissertation” and “thesis” both refer to the long-form piece of work produced at the end of a research project and are often used interchangeably. Which one is used might depend on the country, discipline or university. In the UK, “thesis” is generally used for the work done for a PhD, while a “dissertation” is written for a master’s degree. The US did the same until the 1960s, says Oxbridge Essays, when the convention switched, and references appeared to a “master’s thesis” and “doctoral dissertation”. To complicate matters further, undergraduate long essays are also sometimes referred to as a thesis or dissertation.

The Oxford English Dictionary defines “thesis” as “a dissertation, especially by a candidate for a degree” and “dissertation” as “a detailed discourse on a subject, especially one submitted in partial fulfilment of the requirements of a degree or diploma”.

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The title “doctor of philosophy”, incidentally, comes from the degree’s origins, write Dr Felix, an associate professor at Mahidol University in Thailand, and Dr Smith, retired associate professor of education at the University of Sydney , whose co-authored guide focuses on the social sciences. The PhD was first awarded in the 19th century by the philosophy departments of German universities, which at that time taught science, social science and liberal arts.

How long should a PhD thesis be?

A PhD thesis (or dissertation) is typically 60,000 to 120,000 words ( 100 to 300 pages in length ) organised into chapters, divisions and subdivisions (with roughly 10,000 words per chapter) – from introduction (with clear aims and objectives) to conclusion.

The structure of a dissertation will vary depending on discipline (humanities, social sciences and STEM all have their own conventions), location and institution. Examples and guides to structure proliferate online. The University of Salford , for example, lists: title page, declaration, acknowledgements, abstract, table of contents, lists of figures, tables and abbreviations (where needed), chapters, appendices and references.

A scientific-style thesis will likely need: introduction, literature review, materials and methods, results, discussion, bibliography and references.

As well as checking the overall criteria and expectations of your institution for your research, consult your school handbook for the required length and format (font, layout conventions and so on) for your dissertation.

A PhD takes three to four years to complete; this might extend to six to eight years for a part-time doctorate.

What are the steps for completing a PhD?

Before you get started in earnest , you’ll likely have found a potential supervisor, who will guide your PhD journey, and done a research proposal (which outlines what you plan to research and how) as part of your application, as well as a literature review of existing scholarship in the field, which may form part of your final submission.

In the UK, PhD candidates undertake original research and write the results in a thesis or dissertation, says author and vlogger Simon Clark , who posted videos to YouTube throughout his own PhD journey . Then they submit the thesis in hard copy and attend the viva voce (which is Latin for “living voice” and is also called an oral defence or doctoral defence) to convince the examiners that their work is original, understood and all their own. Afterwards, if necessary, they make changes and resubmit. If the changes are approved, the degree is awarded.

The steps are similar in Australia , although candidates are mostly assessed on their thesis only; some universities may include taught courses, and some use a viva voce. A PhD in Australia usually takes three years full time.

In the US, the PhD process begins with taught classes (similar to a taught master’s) and a comprehensive exam (called a “field exam” or “dissertation qualifying exam”) before the candidate embarks on their original research. The whole journey takes four to six years.

A PhD candidate will need three skills and attitudes to get through their doctoral studies, says Tara Brabazon , professor of cultural studies at Flinders University in Australia who has written extensively about the PhD journey :

  • master the academic foundational skills (research, writing, ability to navigate different modalities)
  • time-management skills and the ability to focus on reading and writing
  • determined motivation to do a PhD.

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How do I choose the topic for my PhD dissertation or thesis?

It’s important to find a topic that will sustain your interest for the years it will take to complete a PhD. “Finding a sustainable topic is the most important thing you [as a PhD student] would do,” says Dr Brabazon in a video for Times Higher Education . “Write down on a big piece of paper all the topics, all the ideas, all the questions that really interest you, and start to cross out all the ones that might just be a passing interest.” Also, she says, impose the “Who cares? Who gives a damn?” question to decide if the topic will be useful in a future academic career.

The availability of funding and scholarships is also often an important factor in this decision, says veteran PhD supervisor Richard Godwin, from Harper Adams University .

Define a gap in knowledge – and one that can be questioned, explored, researched and written about in the time available to you, says Gina Wisker, head of the Centre for Learning and Teaching at the University of Brighton. “Set some boundaries,” she advises. “Don’t try to ask everything related to your topic in every way.”

James Hartley, research professor in psychology at Keele University, says it can also be useful to think about topics that spark general interest. If you do pick something that taps into the zeitgeist, your findings are more likely to be noticed.

You also need to find someone else who is interested in it, too. For STEM candidates , this will probably be a case of joining a team of people working in a similar area where, ideally, scholarship funding is available. A centre for doctoral training (CDT) or doctoral training partnership (DTP) will advertise research projects. For those in the liberal arts and social sciences, it will be a matter of identifying a suitable supervisor .

Avoid topics that are too broad (hunger across a whole country, for example) or too narrow (hunger in a single street) to yield useful solutions of academic significance, write Mark Stephan Felix and Ian Smith. And ensure that you’re not repeating previous research or trying to solve a problem that has already been answered. A PhD thesis must be original.

What is a thesis proposal?

After you have read widely to refine your topic and ensure that it and your research methods are original, and discussed your project with a (potential) supervisor, you’re ready to write a thesis proposal , a document of 1,500 to 3,000 words that sets out the proposed direction of your research. In the UK, a research proposal is usually part of the application process for admission to a research degree. As with the final dissertation itself, format varies among disciplines, institutions and countries but will usually contain title page, aims, literature review, methodology, timetable and bibliography. Examples of research proposals are available online.

How to write an abstract for a dissertation or thesis

The abstract presents your thesis to the wider world – and as such may be its most important element , says the NUI Galway writing guide. It outlines the why, how, what and so what of the thesis . Unlike the introduction, which provides background but not research findings, the abstract summarises all sections of the dissertation in a concise, thorough, focused way and demonstrates how well the writer understands their material. Check word-length limits with your university – and stick to them. About 300 to 500 words is a rough guide ­– but it can be up to 1,000 words.

The abstract is also important for selection and indexing of your thesis, according to the University of Melbourne guide , so be sure to include searchable keywords.

It is the first thing to be read but the last element you should write. However, Pat Thomson , professor of education at the University of Nottingham , advises that it is not something to be tackled at the last minute.

How to write a stellar conclusion

As well as chapter conclusions, a thesis often has an overall conclusion to draw together the key points covered and to reflect on the unique contribution to knowledge. It can comment on future implications of the research and open up new ideas emanating from the work. It is shorter and more general than the discussion chapter , says online editing site Scribbr, and reiterates how the work answers the main question posed at the beginning of the thesis. The conclusion chapter also often discusses the limitations of the research (time, scope, word limit, access) in a constructive manner.

It can be useful to keep a collection of ideas as you go – in the online forum DoctoralWriting SIG , academic developer Claire Aitchison, of the University of South Australia , suggests using a “conclusions bank” for themes and inspirations, and using free-writing to keep this final section fresh. (Just when you feel you’ve run out of steam.) Avoid aggrandising or exaggerating the impact of your work. It should remind the reader what has been done, and why it matters.

How to format a bibliography (or where to find a reliable model)

Most universities use a preferred style of references , writes THE associate editor Ingrid Curl. Make sure you know what this is and follow it. “One of the most common errors in academic writing is to cite papers in the text that do not then appear in the bibliography. All references in your thesis need to be cross-checked with the bibliography before submission. Using a database during your research can save a great deal of time in the writing-up process.”

A bibliography contains not only works cited explicitly but also those that have informed or contributed to the research – and as such illustrates its scope; works are not limited to written publications but include sources such as film or visual art.

Examiners can start marking from the back of the script, writes Dr Brabazon. “Just as cooks are judged by their ingredients and implements, we judge doctoral students by the calibre of their sources,” she advises. She also says that candidates should be prepared to speak in an oral examination of the PhD about any texts included in their bibliography, especially if there is a disconnect between the thesis and the texts listed.

Can I use informal language in my PhD?

Don’t write like a stereotypical academic , say Kevin Haggerty, professor of sociology at the University of Alberta , and Aaron Doyle, associate professor in sociology at Carleton University , in their tongue-in-cheek guide to the PhD journey. “If you cannot write clearly and persuasively, everything about PhD study becomes harder.” Avoid jargon, exotic words, passive voice and long, convoluted sentences – and work on it consistently. “Writing is like playing guitar; it can improve only through consistent, concerted effort.”

Be deliberate and take care with your writing . “Write your first draft, leave it and then come back to it with a critical eye. Look objectively at the writing and read it closely for style and sense,” advises THE ’s Ms Curl. “Look out for common errors such as dangling modifiers, subject-verb disagreement and inconsistency. If you are too involved with the text to be able to take a step back and do this, then ask a friend or colleague to read it with a critical eye. Remember Hemingway’s advice: ‘Prose is architecture, not interior decoration.’ Clarity is key.”

How often should a PhD candidate meet with their supervisor?

Since the PhD supervisor provides a range of support and advice – including on research techniques, planning and submission – regular formal supervisions are essential, as is establishing a line of contact such as email if the candidate needs help or advice outside arranged times. The frequency varies according to university, discipline and individual scholars.

Once a week is ideal, says Dr Brabazon. She also advocates a two-hour initial meeting to establish the foundations of the candidate-supervisor relationship .

The University of Edinburgh guide to writing a thesis suggests that creating a timetable of supervisor meetings right at the beginning of the research process will allow candidates to ensure that their work stays on track throughout. The meetings are also the place to get regular feedback on draft chapters.

“A clear structure and a solid framework are vital for research,” writes Dr Godwin on THE Campus . Use your supervisor to establish this and provide a realistic view of what can be achieved. “It is vital to help students identify the true scientific merit, the practical significance of their work and its value to society.”

How to proofread your dissertation (what to look for)

Proofreading is the final step before printing and submission. Give yourself time to ensure that your work is the best it can be . Don’t leave proofreading to the last minute; ideally, break it up into a few close-reading sessions. Find a quiet place without distractions. A checklist can help ensure that all aspects are covered.

Proofing is often helped by a change of format – so it can be easier to read a printout rather than working off the screen – or by reading sections out of order. Fresh eyes are better at spotting typographical errors and inconsistencies, so leave time between writing and proofreading. Check with your university’s policies before asking another person to proofread your thesis for you.

As well as close details such as spelling and grammar, check that all sections are complete, all required elements are included , and nothing is repeated or redundant. Don’t forget to check headings and subheadings. Does the text flow from one section to another? Is the structure clear? Is the work a coherent whole with a clear line throughout?

Ensure consistency in, for example, UK v US spellings, capitalisation, format, numbers (digits or words, commas, units of measurement), contractions, italics and hyphenation. Spellchecks and online plagiarism checkers are also your friend.

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How do you manage your time to complete a PhD dissertation?

Treat your PhD like a full-time job, that is, with an eight-hour working day. Within that, you’ll need to plan your time in a way that gives a sense of progress . Setbacks and periods where it feels as if you are treading water are all but inevitable, so keeping track of small wins is important, writes A Happy PhD blogger Luis P. Prieto.

Be specific with your goals – use the SMART acronym (specific, measurable, attainable, relevant and timely).

And it’s never too soon to start writing – even if early drafts are overwritten and discarded.

“ Write little and write often . Many of us make the mistake of taking to writing as one would take to a sprint, in other words, with relatively short bursts of intense activity. Whilst this can prove productive, generally speaking it is not sustainable…In addition to sustaining your activity, writing little bits on a frequent basis ensures that you progress with your thinking. The comfort of remaining in abstract thought is common; writing forces us to concretise our thinking,” says Christian Gilliam, AHSS researcher developer at the University of Cambridge ’s Centre for Teaching and Learning.

Make time to write. “If you are more alert early in the day, find times that suit you in the morning; if you are a ‘night person’, block out some writing sessions in the evenings,” advises NUI Galway’s Dermot Burns, a lecturer in English and creative arts. Set targets, keep daily notes of experiment details that you will need in your thesis, don’t confuse writing with editing or revising – and always back up your work.

What work-life balance tips should I follow to complete my dissertation?

During your PhD programme, you may have opportunities to take part in professional development activities, such as teaching, attending academic conferences and publishing your work. Your research may include residencies, field trips or archive visits. This will require time-management skills as well as prioritising where you devote your energy and factoring in rest and relaxation. Organise your routine to suit your needs , and plan for steady and regular progress.

How to deal with setbacks while writing a thesis or dissertation

Have a contingency plan for delays or roadblocks such as unexpected results.

Accept that writing is messy, first drafts are imperfect, and writer’s block is inevitable, says Dr Burns. His tips for breaking it include relaxation to free your mind from clutter, writing a plan and drawing a mind map of key points for clarity. He also advises feedback, reflection and revision: “Progressing from a rough version of your thoughts to a superior and workable text takes time, effort, different perspectives and some expertise.”

“Academia can be a relentlessly brutal merry-go-round of rejection, rebuttal and failure,” writes Lorraine Hope , professor of applied cognitive psychology at the University of Portsmouth, on THE Campus. Resilience is important. Ensure that you and your supervisor have a relationship that supports open, frank, judgement-free communication.

If you would like advice and insight from academics and university staff delivered direct to your inbox each week, sign up for the Campus newsletter .

Authoring a PhD Thesis: How to Plan, Draft, Write and Finish a Doctoral Dissertation (2003), by Patrick Dunleavy

Writing Your Dissertation in Fifteen Minutes a Day: A Guide to Starting, Revising, and Finishing Your Doctoral Thesis (1998), by Joan Balker

Challenges in Writing Your Dissertation: Coping with the Emotional, Interpersonal, and Spiritual Struggles (2015), by Noelle Sterne

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What Exactly Is A Dissertation (Or Thesis)?

If you’ve landed on this article, chances are you’ve got a dissertation or thesis project coming up (hopefully it’s not due next week!), and you’re now asking yourself the classic question, “what the #%#%^ is a dissertation?”…

In this post, I’ll break down the basics of exactly what a dissertation is, in plain language. No ivory tower academia.

So, let’s get to the pressing question – what is a dissertation?

A dissertation (or thesis) = a research project

Simply put, a dissertation (or thesis – depending on which country you’re studying in) is a research project . In other words, your task is to ask a research question (or set of questions) and then set about finding the answer(s). Simple enough, right?

Well, the catch is that you’ve got to undertake this research project in an academic fashion , and there’s a wealth of academic language that makes it all (look) rather confusing (thanks, academia). However, at its core, a dissertation is about undertaking research (investigating something). This is really important to understand, because the key skill that your university is trying to develop in you (and will be testing you on) is your ability to undertake research in a well-structured structured, critical and academically rigorous way.

This research-centric focus is significantly different from assignments or essays, where the main concern is whether you can understand and apply the prescribed module theory. I’ll explain some other key differences between dissertations or theses and assignments a bit later in this article, but for now, let’s dig a little deeper into what a dissertation is.

A dissertation (or thesis) is a process.

Okay, so now that you understand that a dissertation is a research project (which is testing your ability to undertake quality research), let’s go a little deeper into what that means in practical terms.

The best way to understand a dissertation is to view it as a process – more specifically a research process (it is a research project, after all). This process involves four essential steps, which I’ll discuss below.

The research process

Step 1 – You identify a worthy research question

The very first step of the research process is to find a meaningful research question, or a set of questions. In other words, you need to find a suitable topic for investigation. Since a dissertation is all about research, identifying the key question(s) is the critical first step. Here’s an example of a well-defined research question:

“Which factors cultivate or erode customer trust in UK-based life insurance brokers?”

This clearly defined question sets the direction of the research . From the question alone, you can understand exactly what the outcome of the research might look like – i.e. a set of findings about which factors help brokers develop customer trust, and which factors negatively impact trust.

But how on earth do I find a suitable research question, you ask? Don’t worry about this right now – when you’re ready, you can read our article about finding a dissertation topic . However, right now, the important thing to understand is that the first step in the dissertation process is identifying the key research question(s). Without a clear question, you cannot move forward.

Step 2 – You review the existing research

Once the research question is clearly established, the next step is to review the existing research/literature (both academic and professional/industry) to understand what has already been said with regard to the question. In academic speak, this is called a literature review .

This step is critically important as, in all likelihood, someone else has asked a similar question to yours, and therefore you can build on the work of others . Good academic research is not about reinventing the wheel or starting from scratch – it’s about familiarising yourself with the current state of knowledge, and then using that as your basis for further research.

Simply put, the first step to answering your research question is to look at what other researchers have to say about it. Sometimes this will lead you to change your research question or direction slightly (for example, if the existing research already provides a comprehensive answer). Don’t stress – this is completely acceptable and a normal part of the research process.

Step 3 – You carry out your own research

Once you’ve got a decent understanding of the existing state of knowledge, you will carry out your own research by collecting and analysing the relevant data. This could take to form of primary research (collecting your own fresh data), secondary research (synthesising existing data) or both, depending on the nature of your degree, research question(s) and even your university’s specific requirements.

Exactly what data you collect and how you go about analysing it depends largely on the research question(s) you are asking, but very often you will take either a qualitative approach (e.g. interviews or focus groups) or a quantitative approach (e.g. online surveys). In other words, your research approach can be words-based, numbers-based, or both . Don’t let the terminology scare you and don’t worry about these technical details for now – we’ll explain research methodology in later posts .

Step 4 – You develop answers to your research question(s)

Combining your understanding of the existing research (Step 2) with the findings from your own original research (Step 3), you then (attempt to) answer your original research question (s). The process of asking, investigating and then answering has gone full circle.

A dissertation's structure reflect the research process

Of course, your research won’t always provide rock-solid answers to your original questions, and indeed you might find that your findings spur new questions altogether. Don’t worry – this is completely acceptable and is a natural part of the research process.

So, to recap, a dissertation is best understood as a research process, where you are:

  • Ask a meaningful research question(s)
  • Carry out the research (both existing research and your own)
  • Analyse the results to develop an answer to your original research question(s).

Dissertation Coaching

Depending on your specific degree and the way your university designs its coursework, you might be asking yourself “but isn’t this just a longer version of a normal assignment?”. Well, it’s quite possible that your previous assignments required a similar research process, but there are some key differences you need to be aware of, which I’ll explain next.

Same same, but different…

While there are, naturally, similarities between dissertations/theses and assignments, its important to understand the differences  so that you approach your dissertation with the right mindset and focus your energy on the right things. Here, I’ll discuss four ways in which writing a dissertation differs substantially from assignments and essays, and why this matters.

Difference #1 – You must decide (and live with) the direction.

Unlike assignments or essays, where the general topic is determined for you, for your dissertation, you will (typically) be the one who decides on your research questions and overall direction. This means that you will need to:

  • Find a suitable research question (or set of questions)
  • Justify why its worth investigating (in the form of a research proposal )
  • Find all the relevant existing research and familiarise yourself with the theory

This is very different from assignments, where the theory is given to you on a platter, and the direction is largely pre-defined. Therefore, before you start the dissertation process, you need to understand the basics of academic research, how to find a suitable research topic and how to source the relevant literature.

You make the choices

Difference #2 – It’s a long project, and you’re on your own.

A dissertation is a long journey, at least compared to assignments. Typically, you will spend 3 – 6 months writing around 15,000 – 25,000 words (for Masters-level, much more for PhD) on just one subject. Therefore, successfully completing your dissertation requires a substantial amount of stamina .

To make it even more challenging, your classmates will not be researching the same thing as you are, so you have limited support, other than your supervisor (who may be very busy). This can make it quite a lonely journey . Therefore, you need a lot of self-discipline and self-direction in order to see it through to the end. You should also try to build a support network of people who can help you through the process (perhaps alumni, faculty or a private coach ).

Difference #3 – They’re testing research skills.

We touched on this earlier. Unlike assignments or essays, where the markers are assessing your ability to understand and apply the theories, models and frameworks that they provide you with, your dissertation will be is assessing your ability to undertake high-quality research in an academically rigorous manner.

Of course, your ability to understand the relevant theory (i.e. within your literature review) is still very important, but this is only one piece of the research skills puzzle. You need to demonstrate the full spectrum of research skills.

It’s important to note that your research does not need to be ground-breaking, revolutionary or world-changing – that is not what the markers are assessing. They are assessing whether you can apply well-established research principles and skills to a worthwhile topic of enquiry. Don’t feel like you need to solve the world’s major problems. It’s simply not going to happen (you’re a first-time researcher, after all) – and doesn’t need to happen in order to earn good marks.

Difference #4 – Your focus needs to be narrow and deep.

In your assignments, you were likely encouraged to take a broad, interconnected, high-level view of the theory and connect as many different ideas and concepts as possible. In your dissertation, however, you typically need to narrow your focus and go deep into one particular topic. Think about the research question we looked at earlier:

The focus is intentionally very narrow – specifically the focus is on:

  • The UK only – no other countries are being considered.
  • Life insurance brokers only – not financial services, not vehicle insurance, not medical insurance, etc.
  • Customer trust only – not reputation, not customer loyalty, not employee trust, supplier trust, etc.

By keeping the focus narrow, you enable yourself to deeply probe whichever topic you choose – and this depth is essential for earning good marks. Importantly, ringfencing your focus doesn’t mean ignoring the connections to other topics – you should still acknowledge all the linkages, but don’t get distracted – stay focused on the research question(s).

Keep a narrow focus

So, as you can see, a dissertation is more than just an extended assignment or essay. It’s a unique research project that you (and only you) must lead from start to finish. The good news is that, if done right, completing your dissertation will equip you with strong research skills, which you will most certainly use in the future, regardless of whether you follow an academic or professional path.

Wrapping up

Hopefully in this post, I’ve answered your key question, “what is a dissertation?”, at least at a big picture-level. To recap on the key points:

  • A dissertation is simply a structured research project .
  • It’s useful to view a dissertation as a process involving asking a question, undertaking research and then answering that question.
  • First and foremost, your marker(s) will be assessing your research skills , so its essential that you focus on producing a rigorous, academically sound piece of work (as opposed to changing the world or making a scientific breakthrough).
  • While there are similarities, a dissertation is different from assignments and essays in multiple ways. It’s important to understand these differences if you want to produce a quality dissertation.

In this post, I’ve gently touched on some of the intricacies of the dissertation, including research questions, data types and research methodologies. Be sure to check out the Grad Coach Blog  for more detailed discussion of these areas.

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34 Comments

Micheal Fielies

Hello Derek

Yes, I struggle with literature review and am highly frustrated (with myself).

Thank you for the guide that you have sent, especially the apps. I am working through the guide and busy with the implementation of it.

Hope to hear from you again!

Regards Micheal

Derek Jansen

Great to hear that, Michael. All the best with your research!

Pheladi

Thank you. That was quite something to move forward with. Despite the fact that I was lost. I will now be able to do something with the information given.

That’s great, Pheladi. Good luck!

Tara

Thank you so much for your videos and writing research proposal and dissertation. These videos are useful. I was struggling, but now I am starting to write. I hope to watch your more videos to learn more about the dissertation.

James Otim

Before this post, I didn’t know where to start my research, today I have some light and do certain % of my research. I may need for direction on literature review. Big thanks to you.

abd

Very very good Derek

NWUNAPAFOR ALOTA LESLIE

Thanks immensely Derek

Derek Jansen

You’re welcome 🙂 Good luck with your dissertation/thesis.

Samson Ladan

Thank you Derek for widening my scope on research, this can be likened to a blind man whose eyes can now see.

Remain bless sir🙏

Goutami

You guys are doing really great… I am extremely grateful for your help… Keep going.. Please activate that research help for indian students as well I couldn’t access it being an indian.

Edric

Hello Derek,

I got stuck in the concept paper because I changed my topic. Now I don’t know where to pick up the pieces again. How can I focus and stay on track. I am getting scared.

JONATHAN OTAINAO

Thank you so much Derek, I am a new comer, learning for the first time how to write a good research. These in information’s to me is a mind opener, I hope to learn more from you in the future, Thanks and God bless.

Toluwani T. David

Thanks Guys this means so much to me

Yusuf Danmalam Ishaya

A pretty good and insightful piece for beginners like me. Looking forward to more helpful hints and guide. Thanks to Derek.

Spencer-Zambia

This is so helpful…really appreciate your work.

Great to hear that

Akanji Wasiu

On cybersecurity Analytics research to banking transactions

Faith Euphemia

This was of great help to me and quite informative .

Jude

Thank you so much GradCoach,

This is like a light at the end of the tunnel. You are a lifesaver. Thank you once again.

mweemba

hello, I’m so grateful for such great information. It appears basic, but it is so relevant in understanding the research process.

Toyosi

Your website is very helpful for writing thesis. A big well done to the team. Do you have a website for paper writing and academic publishing or how to publish my thesis, how to land a fully funded PhD, etc. Just the general upward trajectory in the academia. Thank you

Hasibullah Zaki

I have learned a lot from the lectures, it was beneficial and helped me a lot in my research journey. Thank you very much

Agboinedu John Innocent

Thank you for your gifts of enlightenment to a person like me who’s always a student. May your ‘well’not dry out.

Izhar kazmi

It’s quite a fun and superb, now I have come to believe that the way one teach can have an impact in understanding and can change one’s assumption and position about a subject or a problem, before I came here and learn I consider research methodology a hard thing because, I wasn’t taught by a mentor like this one. Thanks so much who ever have make this effort to make this something easy and engaging

Amir

I can’t imagine that world has achieved major aspects of every field of study

ZAID AL-ZUBAIDI

Thank you very much for all the valuable, wonderful and comprehensive amount of information… I highly appreciate your support, 100% I recommend you

Douglas Owusu

This topic is intended for my MPhil. Work (The perception of parents on Technical and Vocational Education, the impact on educational policy). May you consider the suitability of the topic for me and refine if the need be. Thank you,

EMERSON FISCHER

Hello here…

i have gone through the notes and it is interesting. All i need now is a pdf file that contain a whole dissertation writing inclusive of chapter 1 to 5 on motivation as a topic… thanks

Selasi

Remarkable!!! You made it sound so simple

Aisyah

I got stuck in my writing because I need to change my topic. I am getting scared as I have a semester left 🙁

Jafari

Thanks for such an educational opportunity and support

Thanks for your educational opportunity and support

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Defending Your Dissertation: A Guide

A woman in front of a bookshelf speaking to a laptop

Written by Luke Wink-Moran | Photo by insta_photos

Dissertation defenses are daunting, and no wonder; it’s not a “dissertation discussion,” or a “dissertation dialogue.” The name alone implies that the dissertation you’ve spent the last x number of years working on is subject to attack. And if you don’t feel trepidation for semantic reasons, you might be nervous because you don’t know what to expect. Our imaginations are great at making The Unknown scarier than reality. The good news is that you’ll find in this newsletter article experts who can shed light on what dissertations defenses are really like, and what you can do to prepare for them.

The first thing you should know is that your defense has already begun. It started the minute you began working on your dissertation— maybe even in some of the classes you took beforehand that helped you formulate your ideas. This, according to Dr. Celeste Atkins, is why it’s so important to identify a good mentor early in graduate school.

“To me,” noted Dr. Atkins, who wrote her dissertation on how sociology faculty from traditionally marginalized backgrounds teach about privilege and inequality, “the most important part of the doctoral journey was finding an advisor who understood and supported what I wanted from my education and who was willing to challenge me and push me, while not delaying me.  I would encourage future PhDs to really take the time to get to know the faculty before choosing an advisor and to make sure that the members of their committee work well together.”

Your advisor will be the one who helps you refine arguments and strengthen your work so that by the time it reaches your dissertation committee, it’s ready. Next comes the writing process, which many students have said was the hardest part of their PhD. I’ve included this section on the writing process because this is where you’ll create all the material you’ll present during your defense, so it’s important to navigate it successfully. The writing process is intellectually grueling, it eats time and energy, and it’s where many students find themselves paddling frantically to avoid languishing in the “All-But-Dissertation” doldrums. The writing process is also likely to encroach on other parts of your life. For instance, Dr. Cynthia Trejo wrote her dissertation on college preparation for Latin American students while caring for a twelve-year-old, two adult children, and her aging parents—in the middle of a pandemic. When I asked Dr. Trejo how she did this, she replied:

“I don’t take the privilege of education for granted. My son knew I got up at 4:00 a.m. every morning, even on weekends, even on holidays; and it’s a blessing that he’s seen that work ethic and that dedication and the end result.”

Importantly, Dr. Trejo also exercised regularly and joined several online writing groups at UArizona. She mobilized her support network— her partner, parents, and even friends from high school to help care for her son.

The challenges you face during the writing process can vary by discipline. Jessika Iwanski is an MD/PhD student who in 2022 defended her dissertation on genetic mutations in sarcomeric proteins that lead to severe, neonatal dilated cardiomyopathy. She described her writing experience as “an intricate process of balancing many things at once with a deadline (defense day) that seems to be creeping up faster and faster— finishing up experiments, drafting the dissertation, preparing your presentation, filling out all the necessary documents for your defense and also, for MD/PhD students, beginning to reintegrate into the clinical world (reviewing your clinical knowledge and skill sets)!”

But no matter what your unique challenges are, writing a dissertation can take a toll on your mental health. Almost every student I spoke with said they saw a therapist and found their sessions enormously helpful. They also looked to the people in their lives for support. Dr. Betsy Labiner, who wrote her dissertation on Interiority, Truth, and Violence in Early Modern Drama, recommended, “Keep your loved ones close! This is so hard – the dissertation lends itself to isolation, especially in the final stages. Plus, a huge number of your family and friends simply won’t understand what you’re going through. But they love you and want to help and are great for getting you out of your head and into a space where you can enjoy life even when you feel like your dissertation is a flaming heap of trash.”

While you might sometimes feel like your dissertation is a flaming heap of trash, remember: a) no it’s not, you brilliant scholar, and b) the best dissertations aren’t necessarily perfect dissertations. According to Dr. Trejo, “The best dissertation is a done dissertation.” So don’t get hung up on perfecting every detail of your work. Think of your dissertation as a long-form assignment that you need to finish in order to move onto the next stage of your career. Many students continue revising after graduation and submit their work for publication or other professional objectives.

When you do finish writing your dissertation, it’s time to schedule your defense and invite friends and family to the part of the exam that’s open to the public. When that moment comes, how do you prepare to present your work and field questions about it?

“I reread my dissertation in full in one sitting,” said Dr. Labiner. “During all my time writing it, I’d never read more than one complete chapter at a time! It was a huge confidence boost to read my work in full and realize that I had produced a compelling, engaging, original argument.”

There are many other ways to prepare: create presentation slides and practice presenting them to friends or alone; think of questions you might be asked and answer them; think about what you want to wear or where you might want to sit (if you’re presenting on Zoom) that might give you a confidence boost. Iwanksi practiced presenting with her mentor and reviewed current papers to anticipate what questions her committee might ask.  If you want to really get in the zone, you can emulate Dr. Labiner and do a full dress rehearsal on Zoom the day before your defense.

But no matter what you do, you’ll still be nervous:

“I had a sense of the logistics, the timing, and so on, but I didn’t really have clear expectations outside of the structure. It was a sort of nebulous three hours in which I expected to be nauseatingly terrified,” recalled Dr. Labiner.

“I expected it to be terrifying, with lots of difficult questions and constructive criticism/comments given,” agreed Iwanski.

“I expected it to be very scary,” said Dr. Trejo.

“I expected it to be like I was on trial, and I’d have to defend myself and prove I deserved a PhD,” said Dr Atkins.

And, eventually, inexorably, it will be time to present.  

“It was actually very enjoyable” said Iwanski. “It was more of a celebration of years of work put into this project—not only by me but by my mentor, colleagues, lab members and collaborators! I felt very supported by all my committee members and, rather than it being a rapid fire of questions, it was more of a scientific discussion amongst colleagues who are passionate about heart disease and muscle biology.”

“I was anxious right when I logged on to the Zoom call for it,” said Dr. Labiner, “but I was blown away by the number of family and friends that showed up to support me. I had invited a lot of people who I didn’t at all think would come, but every single person I invited was there! Having about 40 guests – many of them joining from different states and several from different countries! – made me feel so loved and celebrated that my nerves were steadied very quickly. It also helped me go into ‘teaching mode’ about my work, so it felt like getting to lead a seminar on my most favorite literature.”

“In reality, my dissertation defense was similar to presenting at an academic conference,” said Dr. Atkins. “I went over my research in a practiced and organized way, and I fielded questions from the audience.

“It was a celebration and an important benchmark for me,” said Dr. Trejo. “It was a pretty happy day. Like the punctuation at the end of your sentence: this sentence is done; this journey is done. You can start the next sentence.”

If you want to learn more about dissertations in your own discipline, don’t hesitate to reach out to graduates from your program and ask them about their experiences. If you’d like to avail yourself of some of the resources that helped students in this article while they wrote and defended their dissertations, check out these links:

The Graduate Writing Lab

https://thinktank.arizona.edu/writing-center/graduate-writing-lab

The Writing Skills Improvement Program

https://wsip.arizona.edu

Campus Health Counseling and Psych Services

https://caps.arizona.edu

https://www.scribbr.com/

  • Career Advice

How to Avoid Failing Your Ph.D. Dissertation

By  Daniel Sokol

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is a dissertation hard

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I am a barrister in London who specializes in helping doctoral students who have failed their Ph.D.s. Few people will have had the dubious privilege of seeing as many unsuccessful Ph.D. dissertations and reading as many scathing reports by examination committees. Here are common reasons why students who submit their Ph.D.s fail, with advice on how to avoid such pitfalls. The lessons apply to the United States and the United Kingdom.

Lack of critical reflection. Probably the most common reason for failing a Ph.D. dissertation is a lack of critical analysis. A typical observation of the examination committee is, “The thesis is generally descriptive and a more analytical approach is required.”

For doctoral work, students must engage critically with the subject matter, not just set out what other scholars have said or done. If not, the thesis will not be original. It will not add anything of substance to the field and will fail.

Doctoral students should adopt a reflexive approach to their work. Why have I chosen this methodology? What are the flaws or limitations of this or that author’s argument? Can I make interesting comparisons between this and something else? Those who struggle with this aspect should ask their supervisors for advice on how to inject some analytic sophistication to their thesis.

Lack of coherence. Other common observations are of the type: “The argument running through the thesis needs to be more coherent” or “The thesis is poorly organized and put together without any apparent logic.”

The thesis should be seen as one coherent whole. It cannot be a series of self-contained chapters stitched together haphazardly. Students should spend considerable time at the outset of their dissertation thinking about structure, both at the macro level of the entire thesis and the micro level of the chapter. It is a good idea to look at other Ph.D. theses and monographs to get a sense of what constitutes a logical structure.

Poor presentation. The majority of failed Ph.D. dissertations are sloppily presented. They contain typos, grammatical mistakes, referencing errors and inconsistencies in presentation. Looking at some committee reports randomly, I note the following comments:

  • “The thesis is poorly written.”
  • “That previous section is long, badly written and lacks structure.”
  • “The author cannot formulate his thoughts or explain his reasons. It is very hard to understand a good part of the thesis.”
  • “Ensure that the standard of written English is consistent with the standard expected of a Ph.D. thesis.”
  • “The language used is simplistic and does not reflect the standard of writing expected at Ph.D. level.”

For committee members, who are paid a fixed and pitiful sum to examine the work, few things are as off-putting as a poorly written dissertation. Errors of language slow the reading speed and can frustrate or irritate committee members. At worst, they can lead them to miss or misinterpret an argument.

Students should consider using a professional proofreader to read the thesis, if permitted by the university’s regulations. But that still is no guarantee of an error-free thesis. Even after the proofreader has returned the manuscript, students should read and reread the work in its entirety.

When I was completing my Ph.D., I read my dissertation so often that the mere sight of it made me nauseous. Each time, I would spot a typo or tweak a sentence, removing a superfluous word or clarifying an ambiguous passage. My meticulous approach was rewarded when one committee member said in the oral examination that it was the best-written dissertation he had ever read. This was nothing to do with skill or an innate writing ability but tedious, repetitive revision.

Failure to make required changes. It is rare for students to fail to obtain their Ph.D. outright at the oral examination. Usually, the student is granted an opportunity to resubmit their dissertation after making corrections.

Students often submit their revised thesis together with a document explaining how they implemented the committee’s recommendations. And they often believe, wrongly, that this document is proof that they have incorporated the requisite changes and that they should be awarded a Ph.D.

In fact, the committee may feel that the changes do not go far enough or that they reveal further misunderstandings or deficiencies. Here are some real observations by dissertation committees:

  • “The added discussion section is confusing. The only thing that has improved is the attempt to provide a little more analysis of the experimental data.”
  • “The author has tried to address the issues identified by the committee, but there is little improvement in the thesis.”

In short, students who fail their Ph.D. dissertations make changes that are superficial or misconceived. Some revised theses end up worse than the original submission.

Students must incorporate changes in the way that the committee members had in mind. If what is required is unclear, students can usually seek clarification through their supervisors.

In the nine years I have spent helping Ph.D. students with their appeals, I have found that whatever the subject matter of the thesis, the above criticisms appear time and time again in committee reports. They are signs of a poor Ph.D.

Wise students should ask themselves these questions prior to submission of the dissertation:

  • Is the work sufficiently critical/analytical, or is it mainly descriptive?
  • Is it coherent and well structured?
  • Does the thesis look good and read well?
  • If a resubmission, have I made the changes that the examination committee had in mind?

Once students are satisfied that the answer to each question is yes, they should ask their supervisors the same questions.

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How to write a masters dissertation or thesis: top tips.

How to write a masters dissertation

It is completely normal to find the idea of writing a masters thesis or dissertation slightly daunting, even for students who have written one before at undergraduate level. Though, don’t feel put off by the idea. You’ll have plenty of time to complete it, and plenty of support from your supervisor and peers.

One of the main challenges that students face is putting their ideas and findings into words. Writing is a skill in itself, but with the right advice, you’ll find it much easier to get into the flow of writing your masters thesis or dissertation.

We’ve put together a step-by-step guide on how to write a dissertation or thesis for your masters degree, with top tips to consider at each stage in the process.

1. Understand your dissertation or thesis topic

There are slight differences between theses and dissertations , although both require a high standard of writing skill and knowledge in your topic. They are also formatted very similarly.

At first, writing a masters thesis can feel like running a 100m race – the course feels very quick and like there is not as much time for thinking! However, you’ll usually have a summer semester dedicated to completing your dissertation – giving plenty of time and space to write a strong academic piece.

By comparison, writing a PhD thesis can feel like running a marathon, working on the same topic for 3-4 years can be laborious. But in many ways, the approach to both of these tasks is quite similar.

Before writing your masters dissertation, get to know your research topic inside out. Not only will understanding your topic help you conduct better research, it will also help you write better dissertation content.

Also consider the main purpose of your dissertation. You are writing to put forward a theory or unique research angle – so make your purpose clear in your writing.

Top writing tip: when researching your topic, look out for specific terms and writing patterns used by other academics. It is likely that there will be a lot of jargon and important themes across research papers in your chosen dissertation topic. 

How to write a thesis

2. Structure your dissertation or thesis

Writing a thesis is a unique experience and there is no general consensus on what the best way to structure it is. 

As a postgraduate student , you’ll probably decide what kind of structure suits your research project best after consultation with your supervisor. You’ll also have a chance to look at previous masters students’ theses in your university library.

To some extent, all postgraduate dissertations are unique. Though they almost always consist of chapters. The number of chapters you cover will vary depending on the research. 

A masters dissertation or thesis organised into chapters would typically look like this: 

Section

Description

Title page

The opening page includes all relevant information about the project.

Abstract

A brief project summary including background, methodology and findings.

Contents

A list of chapters and figures from your project.

Chapter 1 – Background

A description of the rationale behind your project.

Chapter 2 – Literature Review

A summary and evaluation of the literature supporting your project.

Chapter 3 – Methodology

A description of the specific methodology used in your project.

Chapter 4-6 – Data analysis and Findings

An overview of the key findings and data from your research.

Chapter 7 - Discussion and Evaluation

A description of what the data means and what you can draw from the findings.

Chapter 8 - Conclusion

Main summary of your overall project and key findings.

Bibliography

A list of the references cited in your dissertation or thesis.

Appendices

Additional materials used in your research.

Write down your structure and use these as headings that you’ll write for later on.

Top writing tip : ease each chapter together with a paragraph that links the end of a chapter to the start of a new chapter. For example, you could say something along the lines of “in the next section, these findings are evaluated in more detail”. This makes it easier for the reader to understand each chapter and helps your writing flow better.

3. Write up your literature review

One of the best places to start when writing your masters dissertation is with the literature review. This involves researching and evaluating existing academic literature in order to identify any gaps for your own research.

Many students prefer to write the literature review chapter first, as this is where several of the underpinning theories and concepts exist. This section helps set the stage for the rest of your dissertation, and will help inform the writing of your other dissertation chapters.

What to include in your literature review

The literature review chapter is more than just a summary of existing research, it is an evaluation of how this research has informed your own unique research.

Demonstrate how the different pieces of research fit together. Are there overlapping theories? Are there disagreements between researchers?

Highlight the gap in the research. This is key, as a dissertation is mostly about developing your own unique research. Is there an unexplored avenue of research? Has existing research failed to disprove a particular theory?

Back up your methodology. Demonstrate why your methodology is appropriate by discussing where it has been used successfully in other research.

4. Write up your research

Write up your thesis research

For instance, a more theoretical-based research topic might encompass more writing from a philosophical perspective. Qualitative data might require a lot more evaluation and discussion than quantitative research. 

Methodology chapter

The methodology chapter is all about how you carried out your research and which specific techniques you used to gather data. You should write about broader methodological approaches (e.g. qualitative, quantitative and mixed methods), and then go into more detail about your chosen data collection strategy. 

Data collection strategies include things like interviews, questionnaires, surveys, content analyses, discourse analyses and many more.

Data analysis and findings chapters

The data analysis or findings chapter should cover what you actually discovered during your research project. It should be detailed, specific and objective (don’t worry, you’ll have time for evaluation later on in your dissertation)

Write up your findings in a way that is easy to understand. For example, if you have a lot of numerical data, this could be easier to digest in tables.

This will make it easier for you to dive into some deeper analysis in later chapters. Remember, the reader will refer back to your data analysis section to cross-reference your later evaluations against your actual findings – so presenting your data in a simple manner is beneficial.

Think about how you can segment your data into categories. For instance, it can be useful to segment interview transcripts by interviewee. 

Top writing tip : write up notes on how you might phrase a certain part of the research. This will help bring the best out of your writing. There is nothing worse than when you think of the perfect way to phrase something and then you completely forget it.

5. Discuss and evaluate

Once you’ve presented your findings, it’s time to evaluate and discuss them.

It might feel difficult to differentiate between your findings and discussion sections, because you are essentially talking about the same data. The easiest way to remember the difference is that your findings simply present the data, whereas your discussion tells the story of this data.

Your evaluation breaks the story down, explaining the key findings, what went well and what didn’t go so well.

In your discussion chapter, you’ll have chance to expand on the results from your findings section. For example, explain what certain numbers mean and draw relationships between different pieces of data.

Top writing tip: don’t be afraid to point out the shortcomings of your research. You will receive higher marks for writing objectively. For example, if you didn’t receive as many interview responses as expected, evaluate how this has impacted your research and findings. Don’t let your ego get in the way!

6. Write your introduction

Your introduction sets the scene for the rest of your masters dissertation. You might be wondering why writing an introduction isn't at the start of our step-by-step list, and that’s because many students write this chapter last.

Here’s what your introduction chapter should cover:

Problem statement

Research question

Significance of your research

This tells the reader what you’ll be researching as well as its importance. You’ll have a good idea of what to include here from your original dissertation proposal , though it’s fairly common for research to change once it gets started.

Writing or at least revisiting this section last can be really helpful, since you’ll have a more well-rounded view of what your research actually covers once it has been completed and written up.

How to write a masters dissertation

Masters dissertation writing tips

When to start writing your thesis or dissertation.

When you should start writing your masters thesis or dissertation depends on the scope of the research project and the duration of your course. In some cases, your research project may be relatively short and you may not be able to write much of your thesis before completing the project. 

But regardless of the nature of your research project and of the scope of your course, you should start writing your thesis or at least some of its sections as early as possible, and there are a number of good reasons for this:

Academic writing is about practice, not talent. The first steps of writing your dissertation will help you get into the swing of your project. Write early to help you prepare in good time.

Write things as you do them. This is a good way to keep your dissertation full of fresh ideas and ensure that you don’t forget valuable information.

The first draft is never perfect. Give yourself time to edit and improve your dissertation. It’s likely that you’ll need to make at least one or two more drafts before your final submission.

Writing early on will help you stay motivated when writing all subsequent drafts.

Thinking and writing are very connected. As you write, new ideas and concepts will come to mind. So writing early on is a great way to generate new ideas.

How to improve your writing skills

The best way of improving your dissertation or thesis writing skills is to:

 Finish the first draft of your masters thesis as early as possible and send it to your supervisor for revision. Your supervisor will correct your draft and point out any writing errors. This process will be repeated a few times which will help you recognise and correct writing mistakes yourself as time progresses.

If you are not a native English speaker, it may be useful to ask your English friends to read a part of your thesis and warn you about any recurring writing mistakes. Read our section on English language support for more advice. 

Most universities have writing centres that offer writing courses and other kinds of support for postgraduate students. Attending these courses may help you improve your writing and meet other postgraduate students with whom you will be able to discuss what constitutes a well-written thesis.

Read academic articles and search for writing resources on the internet. This will help you adopt an academic writing style, which will eventually become effortless with practice.

Keep track of your bibliography 

Keep track of your bibliography

The easiest way to keep the track of all the articles you have read for your research is to create a database where you can summarise each article/chapter into a few most important bullet points to help you remember their content. 

Another useful tool for doing this effectively is to learn how to use specific reference management software (RMS) such as EndNote. RMS is relatively simple to use and saves a lot of time when it comes to organising your bibliography. This may come in very handy, especially if your reference section is suspiciously missing two hours before you need to submit your dissertation! 

Avoid accidental plagiarism

Plagiarism may cost you your postgraduate degree and it is important that you consciously avoid it when writing your thesis or dissertation. 

Occasionally, postgraduate students commit plagiarism unintentionally. This can happen when sections are copy and pasted from journal articles they are citing instead of simply rephrasing them. Whenever you are presenting information from another academic source, make sure you reference the source and avoid writing the statement exactly as it is written in the original paper.

What kind of format should your thesis have?

How to write a masters dissertation

Read your university’s guidelines before you actually start writing your thesis so you don’t have to waste time changing the format further down the line. However in general, most universities will require you to use 1.5-2 line spacing, font size 12 for text, and to print your thesis on A4 paper. These formatting guidelines may not necessarily result in the most aesthetically appealing thesis, however beauty is not always practical, and a nice looking thesis can be a more tiring reading experience for your postgrad examiner .

When should I submit my thesis?

The length of time it takes to complete your MSc or MA thesis will vary from student to student. This is because people work at different speeds, projects vary in difficulty, and some projects encounter more problems than others. 

Obviously, you should submit your MSc thesis or MA thesis when it is finished! Every university will say in its regulations that it is the student who must decide when it is ready to submit. 

However, your supervisor will advise you whether your work is ready and you should take their advice on this. If your supervisor says that your work is not ready, then it is probably unwise to submit it. Usually your supervisor will read your final thesis or dissertation draft and will let you know what’s required before submitting your final draft.

Set yourself a target for completion. This will help you stay on track and avoid falling behind. You may also only have funding for the year, so it is important to ensure you submit your dissertation before the deadline – and also ensure you don’t miss out on your graduation ceremony ! 

To set your target date, work backwards from the final completion and submission date, and aim to have your final draft completed at least three months before that final date.

Don’t leave your submission until the last minute – submit your work in good time before the final deadline. Consider what else you’ll have going on around that time. Are you moving back home? Do you have a holiday? Do you have other plans?

If you need to have finished by the end of June to be able to go to a graduation ceremony in July, then you should leave a suitable amount of time for this. You can build this into your dissertation project planning at the start of your research.

It is important to remember that handing in your thesis or dissertation is not the end of your masters program . There will be a period of time of one to three months between the time you submit and your final day. Some courses may even require a viva to discuss your research project, though this is more common at PhD level . 

If you have passed, you will need to make arrangements for the thesis to be properly bound and resubmitted, which will take a week or two. You may also have minor corrections to make to the work, which could take up to a month or so. This means that you need to allow a period of at least three months between submitting your thesis and the time when your program will be completely finished. Of course, it is also possible you may be asked after the viva to do more work on your thesis and resubmit it before the examiners will agree to award the degree – so there may be an even longer time period before you have finished.

How do I submit the MA or MSc dissertation?

Most universities will have a clear procedure for submitting a masters dissertation. Some universities require your ‘intention to submit’. This notifies them that you are ready to submit and allows the university to appoint an external examiner.

This normally has to be completed at least three months before the date on which you think you will be ready to submit.

When your MA or MSc dissertation is ready, you will have to print several copies and have them bound. The number of copies varies between universities, but the university usually requires three – one for each of the examiners and one for your supervisor.

However, you will need one more copy – for yourself! These copies must be softbound, not hardbound. The theses you see on the library shelves will be bound in an impressive hardback cover, but you can only get your work bound like this once you have passed. 

You should submit your dissertation or thesis for examination in soft paper or card covers, and your university will give you detailed guidance on how it should be bound. They will also recommend places where you can get the work done.

The next stage is to hand in your work, in the way and to the place that is indicated in your university’s regulations. All you can do then is sit and wait for the examination – but submitting your thesis is often a time of great relief and celebration!

Some universities only require a digital submission, where you upload your dissertation as a file through their online submission system.

Related articles

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What is an Ed.D. Dissertation? Complete Guide & Support Resources

Wondering how to tackle the biggest doctoral challenge of all? Use our guide to the Ed.D. dissertation to get started! Learn about the purpose of a Doctor of Education dissertation and typical topics for education students. Read through step-by-step descriptions of the dissertation process and the 5-chapter format. Get answers to Ed.D. dissertation FAQs . Or skip to the chase and find real-world examples of Doctor of Education dissertations and websites & resources for Ed.D. dissertation research.

What is an Ed.D. Dissertation?

Definition of an ed.d. dissertation.

An Ed.D. dissertation is a 5-chapter scholarly document that brings together years of original research to address a problem of practice in education. To complete a dissertation, you will need to go through a number of scholarly steps , including a final defense to justify your findings.

Purpose of an Ed.D. Dissertation

In a Doctor of Education dissertation, you will be challenged to apply high-level research & creative problem-solving to real-world educational challenges. You may be asked to:

  • Take a critical look at current educational & administrative practices
  • Address urgent issues in the modern education system
  • Propose original & practical solutions for improvements
  • Expand the knowledge base for educational practitioners

Topics of Ed.D. Dissertations

An Ed.D. dissertation is “customizable.” You’re allowed to chose a topic that relates to your choice of specialty (e.g. elementary education), field of interest (e.g. curriculum development), and environment (e.g. urban schools).

Think about current problems of practice that need to be addressed in your field. You’ll notice that Ed.D. dissertation topics often address one of the following:

  • Academic performance
  • Teaching methods
  • Access to resources
  • Social challenges
  • Legislative impacts
  • System effectiveness

Wondering how others have done it? Browse through Examples of Ed.D. Dissertations and read the titles & abstracts. You’ll see how current educators are addressing their own problems of practice.

Ed.D. Dissertation Process

1. propose a dissertation topic.

Near the beginning of a Doctor of Education program, you’ll be expected to identify a dissertation topic that will require substantial research. This topic should revolve around a unique issue in education.

Universities will often ask you to provide an idea for your topic when you’re applying to the doctoral program. You don’t necessarily need to stick to this idea, but you should be prepared to explain why it interests you. If you need inspiration, see our section on Examples of Ed.D. Dissertations .

You’ll be expected to solidify your dissertation topic in the first few semesters. Talking to faculty and fellow Ed.D. students can help in this process. Better yet, your educational peers will often be able to provide unique perspectives on the topic (e.g. cultural differences in teaching methods).

2. Meet Your Dissertation Chair & Committee

You won’t be going through the Ed.D. dissertation process alone! Universities will help you to select a number of experienced mentors. These include:

  • Dissertation Chair/Faculty Advisor: The Chair of the Dissertation Committee acts as your primary advisor. You’ll often see them referred to as the Supervising Professor, Faculty Advisor, or the like. You’ll rely on this “Obi Wan” for their knowledge of the field, research advice & guidance, editorial input on drafts, and more. They can also assist with shaping & refining your dissertation topic.
  • Dissertation Committee:  The Dissertation Committee is made up of ~3 faculty members, instructors and/or adjuncts with advanced expertise in your field of study. The Committee will offer advice, provide feedback on your research progress, and review your work & progress reports. When you defend your proposal and give your final defense , you’ll be addressing the Dissertation Committee.

3. Study for Ed.D. Courses

Doctor of Education coursework is designed to help you: a) learn how to conduct original research; and b) give you a broader perspective on your field of interest. If you take a look at the curriculum in any Ed.D. program, you’ll see that students have to complete credits in:

  • Practical Research Methods (e.g. Quantitative Design & Analysis for Educational Leaders)
  • Real-World Educational Issues (e.g. Educational Policy, Law & Practice)

When you’re evaluating possible Ed.D. programs, pay attention to the coursework in real-world educational issues. You’ll want to pick an education doctorate with courses that complement your dissertation topic.

4. Complete a Literature Review

A literature review is an evaluation of existing materials & research work that relate to your dissertation topic. It’s a written synthesis that:

  • Grounds your project within the field
  • Explains how your work relates to previous research & theoretical frameworks
  • Helps to identify gaps in the existing research

Have a look at Literature Review Guides if you’d like to know more about the process. Our section on Resources for Ed.D. Dissertation Research also has useful links to journals & databases.

5. Craft a Dissertation Proposal

During the first two years of your Doctor of Education, you’ll use the knowledge you’ve learned from your coursework & discussions to write the opening chapters of your dissertation, including an:

  • Introduction  that defines your chosen topic
  • Literature Review of existing research in the field
  • Proposed Research Methodology for finding the answer to your problem

When you’re putting together these elements, think about the practicals. Is the topic too big to address in one dissertation? How much time will your research take and how will you conduct it? Will your dissertation be relevant to your current job? If in doubt, ask your faculty advisor.

6. Defend Your Dissertation Proposal

About midway through the Ed.D. program, you will need to present your proposal to your Dissertation Committee. They will review your work and offer feedback. For example, the Committee will want to see that:

  • Your research topic is significant.
  • Your research methodology & timeline make sense.
  • Relevant works are included in the literature review.

After the Committee approves your proposal, you can get stuck into conducting original research and writing up your findings. These two important tasks will take up the final years of your doctorate.

7. Conduct Original Research into Your Topic

As a Doctor of Education student, you will be expected to conduct your own research. Ed.D. students often use a qualitative, quantitative, or mixed methods (quantitative/qualitative) approach in this process.

  • Quantitative Research: Collection & analysis of numerical data to identify characteristics, discover correlations, and/or test hypotheses.
  • Qualitative Research: Collection & analysis of non-numerical data to understand & explain phenomena (e.g. questionnaires, in-depth interviews, focus groups, video artifacts, etc.).

Your Ed.D. coursework will ground you in research methods & tools, so you’ll be prepared to design your own project and seek IRB approval for any work involving human subjects.

Note: Occasionally, universities can get creative. For example, the Ed.D. program at San Jose State University asks students to produce a documentary film instead of conducting traditional research.

8. Write the Rest of Your Dissertation

Once you have written up the first few chapters of your dissertation (Intro, Literature Review & Proposed Methodology) and completed your research work, you’ll be able to complete the final chapters of your dissertation.

  • Chapter 4 will detail your research findings.
  • Chapter 5 is a conclusion that summarizes solutions to your problem of practice/topic.

This is where you and your faculty advisor will often have a lot of interaction! For example, you may need to rework the first few chapters of your dissertation after you’ve drafted the final chapters. Faculty advisors are extremely busy people, so be sure to budget in ample time for revisions and final edits.

9. Defend Your Dissertation

The final defense/candidacy exam is a formal presentation of your work to the Dissertation Committee. In many cases, the defense is an oral presentation with visual aides. You’ll be able to explain your research findings, go through your conclusions, and highlight new ideas & solutions.

At any time, the Committee can challenge you with questions, so you should be prepared to defend your conclusions. But this process is not as frightening as it sounds!

  • If you’ve been in close contact with the Committee throughout the dissertation, they will be aware of your work.
  • Your faculty advisor will help you decide when you’re ready for the final defense.
  • You can also attend the defenses of other Ed.D. students to learn what questions may be asked.

Be aware that the Committee has the option to ask for changes before they approve your dissertation. After you have incorporated any notes from the Committee and addressed their concerns, you will finalize the draft, submit your dissertation for a formal review, and graduate.

Ed.D. Dissertation Format: 5 Chapters

Chapter 1: introduction.

Your Doctor of Education dissertation will begin with an introduction. In it, you’ll be expected to:

  • Provide an overview of your educational landscape
  • Explain important definitions & key concepts
  • Define a real-world topic/problem of practice
  • Outline the need for new studies on this topic

Chapter 2: Literature Review

The literature review is a summary of existing research in the field. However, it is not an annotated bibliography. Instead, it’s a critical analysis of current research (e.g. trends, themes, debates & current practices). While you’re evaluating the literature, you’re also looking for the gaps where you can conduct original research.

Sources for a literature review can include books, articles, reports, websites, dissertations, and more. Our section on Resources for Ed.D. Dissertation Research has plenty of places to start.

Chapter 3: Research Methodology

In the research methodology, you’ll be expected to explain:

  • The purpose of your research
  • What tools & methods you plan to use to research your topic/problem of practice
  • The design of the study
  • Your timeline for gathering quantitative & qualitative data
  • How you plan to analyze that data
  • Any limitations you foresee

Chapter 4: Results & Analysis

Chapter 4 is the place where you can share the results of your original research and present key findings from the data. In your analysis, you may also be highlighting new patterns, relationships, and themes that other scholars have failed to discover. Have a look at real-life Examples of Ed.D. Dissertations to see how this section is structured.

Chapter 5: Discussions & Conclusions

The final chapter of your Ed.D. dissertation brings all of your work together in a detailed summary. You’ll be expected to:

  • Reiterate the objectives of your dissertation
  • Explain the significance of your research findings
  • Outline the implications of your ideas on existing practices
  • Propose solutions for a problem of practice
  • Make suggestions & recommendations for future improvements

Ed.D. Dissertation FAQs

What’s the difference between a dissertation and a thesis.

  • Dissertation: A dissertation is a 5-chapter written work that must be completed in order to earn a doctoral degree (e.g. Ph.D., Ed.D., etc.). It’s often focused on original research.
  • Thesis: A thesis is a written work that must be completed in order to earn a master’s degree. It’s typically shorter than a dissertation and based on existing research.

How Long is a Ed.D. Dissertation?

It depends. Most Ed.D. dissertations end up being between 80-200 pages. The length will depend on a number of factors, including the depth of your literature review, the way you collect & present your research data, and any appendices you might need to include.

How Long Does it Take to Finish an Ed.D. Dissertation?

It depends. If you’re in an accelerated program , you may be able to finish your dissertation in 2-3 years. If you’re in a part-time program and need to conduct a lot of complex research work, your timeline will be much longer.

What’s a Strong Ed.D. Dissertation Topic?

Experts always say that Doctor of Education students should be passionate about their dissertation topic and eager to explore uncharted territory. When you’re crafting your Ed.D. dissertation topic , find one that will be:

  • Significant

See the section on Examples of Ed.D. Dissertations for inspiration.

Do I Have to Complete a Traditional Dissertation for an Ed.D.?

No. If you’re struggling with the idea of a traditional dissertation, check out this guide to Online Ed.D. Programs with No Dissertation . Some Schools of Education give Ed.D. students the opportunity to complete a Capstone Project or Dissertation in Practice (DiP) instead of a 5-chapter written work.

These alternatives aren’t easy! You’ll still be challenged at the same level as you would be for a dissertation. However, Capstone Projects & DiPs often involve more group work and an emphasis on applied theory & research.

What’s the Difference Between a Ph.D. Dissertation and Ed.D. Dissertation?

Have a look at our Ed.D. vs. Ph.D. Guide to get a sense of the differences between the two degrees. In a nutshell:

  • Ed.D. dissertations tend to focus on addressing current & real-world topics/problems of practice in the workplace.
  • Ph.D. dissertations usually put more emphasis on creating new theories & concepts and even completely rethinking educational practices.

How Can I Learn More About Ed.D. Dissertations?

Start with the section on Examples of Ed.D. Dissertations . You can browse through titles, abstracts, and even complete dissertations from a large number of universities.

If you have a few Doctor of Education programs on your shortlist, we also recommend that you skim through the program’s Dissertation Handbook . It can usually be found on the School of Education’s website. You’ll be able to see how the School likes to structure the dissertation process from start to finish.

Ed.D. Dissertation Support

University & campus resources, dissertation chair & committee.

The first port of call for any questions about the Ed.D. dissertation is your Dissertation Chair. If you get stuck with a terrible faculty advisor, talk to members of the Dissertation Committee. They are there to support your journey.

University Library

An Ed.D. dissertation is a massive research project. So before you choose a Doctor of Education program, ask the School of Education about its libraries & library resources (e.g. free online access to subscription-based journals).

Writing Center

Many universities have a Writing Center. If you’re struggling with any elements of your dissertation (e.g. editing), you can ask the staff about:

  • Individual tutoring
  • Editorial assistance
  • Outside resources

Mental Health Support

It’s well-known that doctoral students often face a lot of stress & isolation during their studies. Ask your faculty advisor about mental health services at the university. Staff in the School of Education and the Graduate School will also have information about on-campus counselors, free or discounted therapy sessions, and more.

Independent Dissertation Services

Dissertation editing services: potentially helpful.

There are scores of independent providers who offer dissertation editing services. But they can be expensive. And many of these editors have zero expertise in educational fields.

If you need help with editing & proofreading, proceed with caution:

  • Start by asking your Dissertation Chair about what’s permitted for third party involvement (e.g. you may need to note any editor’s contribution in your dissertation acknowledgments) and whether they have any suggestions.
  • The Graduate School is another useful resource. For example, Cornell’s Graduate School maintains a list of Editing, Typing, and Proofreading Services for graduate students.

Dissertation Coaches: Not Worth It

Dissertation coaches are defined as people who offer academic & mental support, guidance, and editorial input.

  • That means the person who should be your coach is your Dissertation Chair/Faculty Advisor. Remember that faculty members on the Dissertation Committee can also provide assistance.
  • If you’re looking for extra support, you might consider consulting a mentor in your line of work and collaborating with fellow Ed.D. students.

But hiring an independent Ed.D. dissertation coach is going to be an absolute waste of money.

Dissertation Writing Services: Just Don’t!

Universities take the dissertation process  very seriously . An Ed.D. dissertation is supposed to be the culmination of years of original thought and research. You’re going to be responsible for the final product. You’re going to be defending your written work in front of a phalanx of experienced faculty members. You’re going to be putting this credential on your résumé for everyone to see.

If you cheat the process by having someone else write up your work, you will get caught.

Ed.D. Dissertation Resources

Examples of ed.d. dissertations, dissertation databases.

  • Open Access Theses and Dissertations
  • ProQuest Dissertations & Theses
  • EBSCO Open Dissertations

Ed.D. Dissertations

  • USF Scholarship Repository: Ed.D. Dissertations
  • George Fox University: Doctor of Education
  • UW Tacoma: Ed.D. Dissertations in Practice
  • Liberty University: School of Education Doctoral Dissertations
  • University of Mary Hardin-Baylor: Dissertation Collection

Ed.D. Dissertation Abstracts

  • Michigan State University: Ed.D. Dissertation Abstracts

Ed.D. Dissertation Guides & Tools

General ed.d. guides.

  • SNHU: Educational Leadership Ed.D./Ph.D. Guide

Dissertation Style Manuals

  • Chicago Manual of Style

Style manuals are designed to ensure that every Ed.D. student follows the same set of writing guidelines for their dissertation (e.g. grammatical rules, footnote & quotation formats, abbreviation conventions, etc.). Check with the School of Education to learn which style manual they use.

Examples of Ed.D. Dissertation Templates

  • Purdue University: Dissertation Template
  • Walden University: Ed.D. Dissertation Template

Each School of Education has a standard dissertation template. We’ve highlighted a couple of examples so you can see how they’re formatted, but you will need to acquire the template from your own university.

Literature Review Guides

  • UNC Chapel Hill: Writing Guide for Literature Reviews
  • University of Alabama: How to Conduct a Literature Review

Resources for Ed.D. Dissertation Research

Journal articles.

  • EBSCO Education Research Databases
  • Education Resources Information Center (ERIC)
  • Emerald Education eJournal Collection
  • Gale OneFile: Educator’s Reference Complete
  • Google Scholar
  • NCES Bibliography Search Tool
  • ProQuest Education Database
  • SAGE Journals: Education

Useful Websites

  • Harvard Gutman Library: Websites for Educators
  • EduRef: Lesson Plans

Educational Data & Statistics

  • Digest of Education Statistics
  • Education Policy Data Center (EPDC)
  • ICPSR Data Archive
  • National Assessment of Educational Progress
  • National Center for Education Statistics (NCES)
  • UNESCO Institute for Statistics

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Discussion forum for current, past, and future students of any discipline completing post-graduate studies - taught or research.

Stupid Question: Why is Writing a Thesis So Hard?

I'm a final year PhD student in STEM and I've just started seriously writing (ie only writing, no more lab time).

Everyone I speak to says a writing a thesis is really difficult and I believe them, but what makes it so hard? Is it keeping motivation? The sheer size of a thesis? Getting it to a high enough standard? Deciding the "story" you want to tell and how to order/write it? The reading that goes along with it?

I'm just curious for some perspectives, especially if you're going through it right now.

Purdue University Graduate School

File(s) under embargo

Reason: Our final research article has still not been published, but it has been recently submitted to a research journal. Since the experimental methodologies and results are already present in this dissertation report, we would like to request an embargo period.

until file(s) become available

ENHANCING PRECISION OF OBJECT DETECTORS: BRIDGING CLASSIFICATION AND LOCALIZATION GAPS FOR 2D AND 3D MODELS

Artificial Intelligence (AI) has revolutionized and accelerated significant advancements in various fields such as healthcare, finance, education, agriculture and the development of autonomous vehicles. We are rapidly approaching Level 5 Autonomy due to recent developments in autonomous technology, including self-driving cars, robot navigation, smart traffic monitoring systems, and dynamic routing. This success has been made possible due to Deep Learning technologies and advanced Computer Vision (CV) algorithms. With the help of perception sensors such as Camera, LiDAR and RADAR, CV algorithms enable a self-driving vehicle to interact with the environment and make intelligent decisions. Object detection lays the foundations for various applications, such as collision and obstacle avoidance, lane detection, pedestrian and vehicular safety, and object tracking. Object detection has two significant components: image classification and object localization. In recent years, enhancing the performance of 2D and 3D object detectors has spiked interest in the research community. This research aims to resolve the drawbacks associated with localization loss estimation of 2D and 3D object detectors by addressing the bounding box regression problem, addressing the class imbalance issue affecting the confidence loss estimation, and finally proposing a dynamic cross-model 3D hybrid object detector with enhanced localization and confidence loss estimation.

This research aims to address challenges in object detectors through four key contributions. In the first part, we aim to address the problems associated with the image classification component of 2D object detectors. Class imbalance is a common problem associated with supervised training. Common causes are noisy data, a scene with a tiny object surrounded by background pixels, or a dense scene with too many objects. These scenarios can produce many negative samples compared to positive ones, affecting the network learning and reducing the overall performance. We examined these drawbacks and proposed an Enhanced Hard Negative Mining (EHNM) approach, which utilizes anchor boxes with 20% to 50% overlap and positive and negative samples to boost performance. The efficiency of the proposed EHNM was evaluated using Single Shot Multibox Detector (SSD) architecture on the PASCAL VOC dataset, indicating that the detection accuracy of tiny objects increased by 3.9% and 4% and the overall accuracy improved by 0.9%.

To address localization loss, our second approach investigates drawbacks associated with existing bounding box regression problems, such as poor convergence and incorrect regression. We analyzed various cases, such as when objects are inclusive of one another, two objects with the same centres, two objects with the same centres and similar aspect ratios. During our analysis, we observed existing intersections over Union (IoU) loss and its variant’s failure to address them. We proposed two new loss functions, Improved Intersection Over Union (IIoU) and Balanced Intersection Over Union (BIoU), to enhance performance and minimize computational efforts. Two variants of the YOLOv5 model, YOLOv5n6 and YOLOv5s, were utilized to demonstrate the superior performance of IIoU on PASCAL VOC and CGMU datasets. With help of ROS and NVIDIA’s devices, inference speed was observed in real-time. Extensive experiments were performed to evaluate the performance of BIoU on object detectors. The evaluation results indicated MASK_RCNN network trained on the COCO dataset, YOLOv5n6 network trained on SKU-110K and YOLOv5x trained on the custom e-scooter dataset demonstrated 3.70% increase on small objects, 6.20% on 55% overlap and 9.03% on 80% overlap.

In the earlier parts, we primarily focused on 2D object detectors. Owing to its success, we extended the scope of our research to 3D object detectors in the later parts. The third portion of our research aims to solve bounding box problems associated with 3D rotated objects. Existing axis-aligned loss functions suffer a performance gap if the objects are rotated. We enhanced the earlier proposed IIoU loss by considering two additional parameters: the objects’ Z-axis and rotation angle. These two parameters aid in localizing the object in 3D space. Evaluation was performed on LiDAR and Fusion methods on 3D KITTI and nuScenes datasets.

Once we addressed the drawbacks associated with confidence and localization loss, we further explored ways to increase the performance of cross-model 3D object detectors. We discovered from previous studies that perception sensors are volatile to harsh environmental conditions, sunlight, and blurry motion. In the final portion of our research, we propose a hybrid 3D cross-model detection network (MAEGNN) equipped with MaskedAuto Encoders 14 (MAE) and Graph Neural Networks (GNN) along with earlier proposed IIoU and ENHM. The performance evaluation on MAEGNN on the KITTI validation dataset and KITTI test set yielded a detection accuracy of 69.15%, 63.99%, 58.46% and 40.85%, 37.37% on 3D pedestrians with overlap of 50%. This developed hybrid detector overcomes the challenges of localization error and confidence estimation and outperforms many state-of-art 3D object detectors for autonomous platforms.

Degree Type

  • Doctor of Philosophy
  • Electrical and Computer Engineering

Campus location

  • Indianapolis

Advisor/Supervisor/Committee Chair

Additional committee member 2, additional committee member 3, additional committee member 4, usage metrics.

  • Deep learning
  • Computer vision

CC BY 4.0

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COMMENTS

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    Revised on 5 May 2022. A dissertation is a large research project undertaken at the end of a degree. It involves in-depth consideration of a problem or question chosen by the student. It is usually the largest (and final) piece of written work produced during a degree. The length and structure of a dissertation vary widely depending on the ...

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  24. Enhancing Precision of Object Detectors: Bridging Classification and

    We examined these drawbacks and proposed an Enhanced Hard Negative Mining (EHNM) approach, which utilizes anchor boxes with 20% to 50% overlap and positive and negative samples to boost performance. ... Since the experimental methodologies and results are already present in this dissertation report, we would like to request an embargo period ...