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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:
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:
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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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.
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.
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.
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!
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?
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.
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?
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.
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.
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.
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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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.
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”.
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.
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.
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 :
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.
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.
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.
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.
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.
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.”
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.”
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.
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.
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.
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
Emotions and learning: what role do emotions play in how and why students learn, the podcast: bringing an outsider’s eye to primary sources, a diy guide to starting your own journal, formative, summative or diagnostic assessment a guide, harnessing the power of data to drive student success.
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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?
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.
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 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.
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.
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 .
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.
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:
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.
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.
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:
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.
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 ).
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.
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:
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).
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.
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:
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.
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
Great to hear that, Michael. All the best with your research!
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!
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.
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.
Very very good Derek
Thanks immensely Derek
You’re welcome 🙂 Good luck with your dissertation/thesis.
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🙏
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.
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.
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.
Thanks Guys this means so much to me
A pretty good and insightful piece for beginners like me. Looking forward to more helpful hints and guide. Thanks to Derek.
This is so helpful…really appreciate your work.
Great to hear that
On cybersecurity Analytics research to banking transactions
This was of great help to me and quite informative .
Thank you so much GradCoach,
This is like a light at the end of the tunnel. You are a lifesaver. Thank you once again.
hello, I’m so grateful for such great information. It appears basic, but it is so relevant in understanding the research process.
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
I have learned a lot from the lectures, it was beneficial and helped me a lot in my research journey. Thank you very much
Thank you for your gifts of enlightenment to a person like me who’s always a student. May your ‘well’not dry out.
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
I can’t imagine that world has achieved major aspects of every field of study
Thank you very much for all the valuable, wonderful and comprehensive amount of information… I highly appreciate your support, 100% I recommend you
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,
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
Remarkable!!! You made it sound so simple
I got stuck in my writing because I need to change my topic. I am getting scared as I have a semester left 🙁
Thanks for such an educational opportunity and support
Thanks for your educational opportunity and support
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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/
By Daniel Sokol
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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:
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:
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:
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.
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.
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.
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.
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.
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.
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.
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.
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.
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!
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.
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.
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.
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!
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.
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 .
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.
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.
What Is The Difference Between A Dissertation & A Thesis
How To Get The Most Out Of Your Writing At Postgraduate Level
Dos & Don'ts Of Academic Writing
Dispelling Dissertation Drama
Writing A Dissertation Proposal
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EdDPrograms.org
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.
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.
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:
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:
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.
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).
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:
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:
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.
A literature review is an evaluation of existing materials & research work that relate to your dissertation topic. It’s a written synthesis that:
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.
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:
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.
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:
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.
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.
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.
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.
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.
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!
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.
Chapter 1: introduction.
Your Doctor of Education dissertation will begin with an introduction. In it, you’ll be expected to:
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.
In the research methodology, you’ll be expected to explain:
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.
The final chapter of your Ed.D. dissertation brings all of your work together in a detailed summary. You’ll be expected to:
What’s the difference between a dissertation and a thesis.
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.
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.
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:
See the section on Examples of Ed.D. Dissertations for inspiration.
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.
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:
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.
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.
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).
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:
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.
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:
Dissertation coaches are defined as people who offer academic & mental support, guidance, and editorial input.
But hiring an independent Ed.D. dissertation coach is going to be an absolute waste of money.
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.
Examples of ed.d. dissertations, dissertation databases.
General ed.d. guides.
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.
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.
Journal articles.
Discussion forum for current, past, and future students of any discipline completing post-graduate studies - taught or research.
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.
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
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.
Additional committee member 2, additional committee member 3, additional committee member 4, usage metrics.
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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 ...
Craft a convincing dissertation or thesis research proposal. Write a clear, compelling introduction chapter. Undertake a thorough review of the existing research and write up a literature review. Undertake your own research. Present and interpret your findings. Draw a conclusion and discuss the implications.
A dissertation is a substantial research project that contributes to your field of study. Graduate students write a dissertation to earn their doctorate. The format and content of a dissertation vary widely depending on the academic discipline. Doctoral candidates work closely with their faculty advisor to complete and defend the dissertation ...
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.
First and foremost, when I encourage you to write at least 30 minutes per day, the most important part of that phrase is "at least.". It doesn't mean that you're going to complete your dissertation in one semester by writing for only 30 minutes per day. It's advice given to people like you, who are not writing at all.
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 ...
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. ... However, hard science and social science dissertations typically include a review of existing works, a methodology section, an analysis of your original research, ...
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 ...
Dissertation strategies that can help you maintain your writing momentum, overcome anxiety and procrastination, and foster wellbeing as you write your dissertation. ... 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 ...
Sitting right there on my hard drive (and in dropbox, and on a USB drive, and my backup hard drive, and on my friend's computer...). This post isn't just to brag about my accomplishments, but to offer tips for getting through the dissertation process from someone who mostly has and is now looking back on the places where I struggled the most.
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 ... Then they submit the thesis in hard copy and attend the viva voce ...
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 ...
Dissertation defenses are daunting, and no wonder; it's not a "dissertation discussion," or a "dissertation dialogue." ... 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 ...
"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."
Writing a masters dissertation or thesis is a sizable task. It takes a considerable amount of research, studying and writing. Usually, students need to write around 10,000 to 15,000 words. 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 ...
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.
A dissertation is a culmination of everything a student has learned, from theories to applications, in a particular program. It comes as a formally written assemblage of concepts, research, and experiments, put up for evaluation by an expert panel. As such, dissertations showcase students' mastery of a program, as they combine research with ...
The majority of degrees end with this assignment, but just what is a dissertation?. Sometimes known as a thesis (in some countries, this term is used only for the final assignments of PhD degrees, while in other countries 'thesis' and 'dissertation' are interchangeable), a dissertation is a research project completed as part of an undergraduate or postgraduate degree.
At our university, the defence starts with a 10 minute layperson's talk giving an overview of the dissertation. Then follows a round of questioning by the committee. Questions can range anywhere from details of the design of a specific study to broad discussion about the merits of an entire subfield.
gradthrow59. • 2 yr. ago. Writing a thesis is not really that hard if you've gathered a lot of data, but it takes time. Writing a thesis is much different than writing a paper for a class, I've had sections of my theses reach version 20+ going back and forth with edits from my advisor. You're only done when they think it's good enough ...
A thesis, at least in the case of the humanities, is a deeply personal thing and that can take a toll. It's less the actual writing that's hard, and more everything that goes before the writing. Reply reply. fiesta_sqrd. •. All of these are valid points to consider when actually pursuing the idea of writing.
Dissertation. Most Ed.D. programs require a dissertation. Doctoral candidates typically conduct research through surveys, interviews, case studies, and data analysis. Some programs use a doctoral capstone project rather than a dissertation. Both options require intensive research and writing. Doctor of Education Curriculum
A highly anticipated return of Roaring Kitty, aka Keith Gill, on YouTube saw over 600,000 live viewers tune in to a livestream. While many were looking for an updated thesis on why Gill is ...
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 ...