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Thesis and Dissertation: Getting Started

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The resources in this section are designed to provide guidance for the first steps of the thesis or dissertation writing process. They offer tools to support the planning and managing of your project, including writing out your weekly schedule, outlining your goals, and organzing the various working elements of your project.

Weekly Goals Sheet (a.k.a. Life Map) [Word Doc]

This editable handout provides a place for you to fill in available time blocks on a weekly chart that will help you visualize the amount of time you have available to write. By using this chart, you will be able to work your writing goals into your schedule and put these goals into perspective with your day-to-day plans and responsibilities each week. This handout also contains a formula to help you determine the minimum number of pages you would need to write per day in order to complete your writing on time.

Setting a Production Schedule (Word Doc)

This editable handout can help you make sense of the various steps involved in the production of your thesis or dissertation and determine how long each step might take. A large part of this process involves (1) seeking out the most accurate and up-to-date information regarding specific document formatting requirements, (2) understanding research protocol limitations, (3) making note of deadlines, and (4) understanding your personal writing habits.

Creating a Roadmap (PDF)

Part of organizing your writing involves having a clear sense of how the different working parts relate to one another. Creating a roadmap for your dissertation early on can help you determine what the final document will include and how all the pieces are connected. This resource offers guidance on several approaches to creating a roadmap, including creating lists, maps, nut-shells, visuals, and different methods for outlining. It is important to remember that you can create more than one roadmap (or more than one type of roadmap) depending on how the different approaches discussed here meet your needs.

Dissertation Strategies

What this handout is about.

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

Tackling a giant project

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

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

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

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

Pre-dissertation planning strategies

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

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

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

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

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

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

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

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

Productivity strategies

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

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

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

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

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

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

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

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

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

Motivational strategies

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

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

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

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

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

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

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

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

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

Affective strategies

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

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

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

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

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

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

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

Managing your topic

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

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

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

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

Managing your advisor

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

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

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

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

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

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

Managing your committee

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

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

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

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

Helpful websites:

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

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

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

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

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

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

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

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

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

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Dissertation Structure & Layout 101: How to structure your dissertation, thesis or research project.

By: Derek Jansen (MBA) Reviewed By: David Phair (PhD) | July 2019

So, you’ve got a decent understanding of what a dissertation is , you’ve chosen your topic and hopefully you’ve received approval for your research proposal . Awesome! Now its time to start the actual dissertation or thesis writing journey.

To craft a high-quality document, the very first thing you need to understand is dissertation structure . In this post, we’ll walk you through the generic dissertation structure and layout, step by step. We’ll start with the big picture, and then zoom into each chapter to briefly discuss the core contents. If you’re just starting out on your research journey, you should start with this post, which covers the big-picture process of how to write a dissertation or thesis .

*The Caveat *

In this post, we’ll be discussing a traditional dissertation/thesis structure and layout, which is generally used for social science research across universities, whether in the US, UK, Europe or Australia. However, some universities may have small variations on this structure (extra chapters, merged chapters, slightly different ordering, etc).

So, always check with your university if they have a prescribed structure or layout that they expect you to work with. If not, it’s safe to assume the structure we’ll discuss here is suitable. And even if they do have a prescribed structure, you’ll still get value from this post as we’ll explain the core contents of each section.  

Overview: S tructuring a dissertation or thesis

• Acknowledgements page
• Abstract (or executive summary)
• Table of contents , list of figures and tables
• Chapter 1: Introduction
• Chapter 2: Literature review
• Chapter 3: Methodology
• Chapter 4: Results
• Chapter 5: Discussion
• Chapter 6: Conclusion
• Reference list

As I mentioned, some universities will have slight variations on this structure. For example, they want an additional “personal reflection chapter”, or they might prefer the results and discussion chapter to be merged into one. Regardless, the overarching flow will always be the same, as this flow reflects the research process , which we discussed here – i.e.:

• The introduction chapter presents the core research question and aims .
• The literature review chapter assesses what the current research says about this question.
• The methodology, results and discussion chapters go about undertaking new research about this question.
• The conclusion chapter (attempts to) answer the core research question .

In other words, the dissertation structure and layout reflect the research process of asking a well-defined question(s), investigating, and then answering the question – see below.

To restate that – the structure and layout of a dissertation reflect the flow of the overall research process . This is essential to understand, as each chapter will make a lot more sense if you “get” this concept. If you’re not familiar with the research process, read this post before going further.

Right. Now that we’ve covered the big picture, let’s dive a little deeper into the details of each section and chapter. Oh and by the way, you can also grab our free dissertation/thesis template here to help speed things up.

The title page of your dissertation is the very first impression the marker will get of your work, so it pays to invest some time thinking about your title. But what makes for a good title? A strong title needs to be 3 things:

• Succinct (not overly lengthy or verbose)
• Specific (not vague or ambiguous)
• Representative of the research you’re undertaking (clearly linked to your research questions)

Typically, a good title includes mention of the following:

• The broader area of the research (i.e. the overarching topic)
• The specific focus of your research (i.e. your specific context)
• Indication of research design (e.g. quantitative , qualitative , or  mixed methods ).

For example:

A quantitative investigation [research design] into the antecedents of organisational trust [broader area] in the UK retail forex trading market [specific context/area of focus].

Again, some universities may have specific requirements regarding the format and structure of the title, so it’s worth double-checking expectations with your institution (if there’s no mention in the brief or study material).

Acknowledgements

This page provides you with an opportunity to say thank you to those who helped you along your research journey. Generally, it’s optional (and won’t count towards your marks), but it is academic best practice to include this.

So, who do you say thanks to? Well, there’s no prescribed requirements, but it’s common to mention the following people:

• Your dissertation supervisor or committee.
• Any professors, lecturers or academics that helped you understand the topic or methodologies.
• Any tutors, mentors or advisors.
• Your family and friends, especially spouse (for adult learners studying part-time).

There’s no need for lengthy rambling. Just state who you’re thankful to and for what (e.g. thank you to my supervisor, John Doe, for his endless patience and attentiveness) – be sincere. In terms of length, you should keep this to a page or less.

Abstract or executive summary

The dissertation abstract (or executive summary for some degrees) serves to provide the first-time reader (and marker or moderator) with a big-picture view of your research project. It should give them an understanding of the key insights and findings from the research, without them needing to read the rest of the report – in other words, it should be able to stand alone .

For it to stand alone, your abstract should cover the following key points (at a minimum):

• Your research questions and aims – what key question(s) did your research aim to answer?
• Your methodology – how did you go about investigating the topic and finding answers to your research question(s)?
• Your findings – following your own research, what did do you discover?
• Your conclusions – based on your findings, what conclusions did you draw? What answers did you find to your research question(s)?

So, in much the same way the dissertation structure mimics the research process, your abstract or executive summary should reflect the research process, from the initial stage of asking the original question to the final stage of answering that question.

In practical terms, it’s a good idea to write this section up last , once all your core chapters are complete. Otherwise, you’ll end up writing and rewriting this section multiple times (just wasting time). For a step by step guide on how to write a strong executive summary, check out this post .

Need a helping hand?

Table of contents

This section is straightforward. You’ll typically present your table of contents (TOC) first, followed by the two lists – figures and tables. I recommend that you use Microsoft Word’s automatic table of contents generator to generate your TOC. If you’re not familiar with this functionality, the video below explains it simply:

If you find that your table of contents is overly lengthy, consider removing one level of depth. Oftentimes, this can be done without detracting from the usefulness of the TOC.

Right, now that the “admin” sections are out of the way, its time to move on to your core chapters. These chapters are the heart of your dissertation and are where you’ll earn the marks. The first chapter is the introduction chapter – as you would expect, this is the time to introduce your research…

It’s important to understand that even though you’ve provided an overview of your research in your abstract, your introduction needs to be written as if the reader has not read that (remember, the abstract is essentially a standalone document). So, your introduction chapter needs to start from the very beginning, and should address the following questions:

• What will you be investigating (in plain-language, big picture-level)?
• Why is that worth investigating? How is it important to academia or business? How is it sufficiently original?
• What are your research aims and research question(s)? Note that the research questions can sometimes be presented at the end of the literature review (next chapter).
• What is the scope of your study? In other words, what will and won’t you cover ?
• How will you approach your research? In other words, what methodology will you adopt?
• How will you structure your dissertation? What are the core chapters and what will you do in each of them?

These are just the bare basic requirements for your intro chapter. Some universities will want additional bells and whistles in the intro chapter, so be sure to carefully read your brief or consult your research supervisor.

If done right, your introduction chapter will set a clear direction for the rest of your dissertation. Specifically, it will make it clear to the reader (and marker) exactly what you’ll be investigating, why that’s important, and how you’ll be going about the investigation. Conversely, if your introduction chapter leaves a first-time reader wondering what exactly you’ll be researching, you’ve still got some work to do.

Now that you’ve set a clear direction with your introduction chapter, the next step is the literature review . In this section, you will analyse the existing research (typically academic journal articles and high-quality industry publications), with a view to understanding the following questions:

• What does the literature currently say about the topic you’re investigating?
• Is the literature lacking or well established? Is it divided or in disagreement?
• How does your research fit into the bigger picture?
• How does your research contribute something original?
• How does the methodology of previous studies help you develop your own?

Depending on the nature of your study, you may also present a conceptual framework towards the end of your literature review, which you will then test in your actual research.

Again, some universities will want you to focus on some of these areas more than others, some will have additional or fewer requirements, and so on. Therefore, as always, its important to review your brief and/or discuss with your supervisor, so that you know exactly what’s expected of your literature review chapter.

Now that you’ve investigated the current state of knowledge in your literature review chapter and are familiar with the existing key theories, models and frameworks, its time to design your own research. Enter the methodology chapter – the most “science-ey” of the chapters…

In this chapter, you need to address two critical questions:

• Exactly HOW will you carry out your research (i.e. what is your intended research design)?
• Exactly WHY have you chosen to do things this way (i.e. how do you justify your design)?

Remember, the dissertation part of your degree is first and foremost about developing and demonstrating research skills . Therefore, the markers want to see that you know which methods to use, can clearly articulate why you’ve chosen then, and know how to deploy them effectively.

Importantly, this chapter requires detail – don’t hold back on the specifics. State exactly what you’ll be doing, with who, when, for how long, etc. Moreover, for every design choice you make, make sure you justify it.

In practice, you will likely end up coming back to this chapter once you’ve undertaken all your data collection and analysis, and revise it based on changes you made during the analysis phase. This is perfectly fine. Its natural for you to add an additional analysis technique, scrap an old one, etc based on where your data lead you. Of course, I’m talking about small changes here – not a fundamental switch from qualitative to quantitative, which will likely send your supervisor in a spin!

You’ve now collected your data and undertaken your analysis, whether qualitative, quantitative or mixed methods. In this chapter, you’ll present the raw results of your analysis . For example, in the case of a quant study, you’ll present the demographic data, descriptive statistics, inferential statistics , etc.

Typically, Chapter 4 is simply a presentation and description of the data, not a discussion of the meaning of the data. In other words, it’s descriptive, rather than analytical – the meaning is discussed in Chapter 5. However, some universities will want you to combine chapters 4 and 5, so that you both present and interpret the meaning of the data at the same time. Check with your institution what their preference is.

Now that you’ve presented the data analysis results, its time to interpret and analyse them. In other words, its time to discuss what they mean, especially in relation to your research question(s).

What you discuss here will depend largely on your chosen methodology. For example, if you’ve gone the quantitative route, you might discuss the relationships between variables . If you’ve gone the qualitative route, you might discuss key themes and the meanings thereof. It all depends on what your research design choices were.

Most importantly, you need to discuss your results in relation to your research questions and aims, as well as the existing literature. What do the results tell you about your research questions? Are they aligned with the existing research or at odds? If so, why might this be? Dig deep into your findings and explain what the findings suggest, in plain English.

The final chapter – you’ve made it! Now that you’ve discussed your interpretation of the results, its time to bring it back to the beginning with the conclusion chapter . In other words, its time to (attempt to) answer your original research question s (from way back in chapter 1). Clearly state what your conclusions are in terms of your research questions. This might feel a bit repetitive, as you would have touched on this in the previous chapter, but its important to bring the discussion full circle and explicitly state your answer(s) to the research question(s).

Next, you’ll typically discuss the implications of your findings . In other words, you’ve answered your research questions – but what does this mean for the real world (or even for academia)? What should now be done differently, given the new insight you’ve generated?

Lastly, you should discuss the limitations of your research, as well as what this means for future research in the area. No study is perfect, especially not a Masters-level. Discuss the shortcomings of your research. Perhaps your methodology was limited, perhaps your sample size was small or not representative, etc, etc. Don’t be afraid to critique your work – the markers want to see that you can identify the limitations of your work. This is a strength, not a weakness. Be brutal!

This marks the end of your core chapters – woohoo! From here on out, it’s pretty smooth sailing.

The reference list is straightforward. It should contain a list of all resources cited in your dissertation, in the required format, e.g. APA , Harvard, etc.

It’s essential that you use reference management software for your dissertation. Do NOT try handle your referencing manually – its far too error prone. On a reference list of multiple pages, you’re going to make mistake. To this end, I suggest considering either Mendeley or Zotero. Both are free and provide a very straightforward interface to ensure that your referencing is 100% on point. I’ve included a simple how-to video for the Mendeley software (my personal favourite) below:

Some universities may ask you to include a bibliography, as opposed to a reference list. These two things are not the same . A bibliography is similar to a reference list, except that it also includes resources which informed your thinking but were not directly cited in your dissertation. So, double-check your brief and make sure you use the right one.

The very last piece of the puzzle is the appendix or set of appendices. This is where you’ll include any supporting data and evidence. Importantly, supporting is the keyword here.

Your appendices should provide additional “nice to know”, depth-adding information, which is not critical to the core analysis. Appendices should not be used as a way to cut down word count (see this post which covers how to reduce word count ). In other words, don’t place content that is critical to the core analysis here, just to save word count. You will not earn marks on any content in the appendices, so don’t try to play the system!

Time to recap…

And there you have it – the traditional dissertation structure and layout, from A-Z. To recap, the core structure for a dissertation or thesis is (typically) as follows:

• Acknowledgments page

Most importantly, the core chapters should reflect the research process (asking, investigating and answering your research question). Moreover, the research question(s) should form the golden thread throughout your dissertation structure. Everything should revolve around the research questions, and as you’ve seen, they should form both the start point (i.e. introduction chapter) and the endpoint (i.e. conclusion chapter).

I hope this post has provided you with clarity about the traditional dissertation/thesis structure and layout. If you have any questions or comments, please leave a comment below, or feel free to get in touch with us. Also, be sure to check out the rest of the  Grad Coach Blog .

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This post was based on one of our popular Research Bootcamps . If you're working on a research project, you'll definitely want to check this out ...

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36 Comments

many thanks i found it very useful

Glad to hear that, Arun. Good luck writing your dissertation.

Such clear practical logical advice. I very much needed to read this to keep me focused in stead of fretting.. Perfect now ready to start my research!

what about scientific fields like computer or engineering thesis what is the difference in the structure? thank you very much

Thanks so much this helped me a lot!

Very helpful and accessible. What I like most is how practical the advice is along with helpful tools/ links.

Thanks Ade!

Thank you so much sir.. It was really helpful..

You’re welcome!

Hi! How many words maximum should contain the abstract?

Thank you so much 😊 Find this at the right moment

You’re most welcome. Good luck with your dissertation.

best ever benefit i got on right time thank you

Many times Clarity and vision of destination of dissertation is what makes the difference between good ,average and great researchers the same way a great automobile driver is fast with clarity of address and Clear weather conditions .

I guess Great researcher = great ideas + knowledge + great and fast data collection and modeling + great writing + high clarity on all these

You have given immense clarity from start to end.

Morning. Where will I write the definitions of what I’m referring to in my report?

Thank you so much Derek, I was almost lost! Thanks a tonnnn! Have a great day!

Thanks ! so concise and valuable

This was very helpful. Clear and concise. I know exactly what to do now.

Thank you for allowing me to go through briefly. I hope to find time to continue.

Really useful to me. Thanks a thousand times

Very interesting! It will definitely set me and many more for success. highly recommended.

Thank you soo much sir, for the opportunity to express my skills

Usefull, thanks a lot. Really clear

Very nice and easy to understand. Thank you .

That was incredibly useful. Thanks Grad Coach Crew!

My stress level just dropped at least 15 points after watching this. Just starting my thesis for my grad program and I feel a lot more capable now! Thanks for such a clear and helpful video, Emma and the GradCoach team!

Do we need to mention the number of words the dissertation contains in the main document?

It depends on your university’s requirements, so it would be best to check with them 🙂

Such a helpful post to help me get started with structuring my masters dissertation, thank you!

Great video; I appreciate that helpful information

It is so necessary or avital course

This blog is very informative for my research. Thank you

Doctoral students are required to fill out the National Research Council’s Survey of Earned Doctorates

wow this is an amazing gain in my life

This is so good

How can i arrange my specific objectives in my dissertation?

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/images/cornell/logo35pt_cornell_white.svg" alt="help with writing dissertation"> Cornell University --> Graduate School

Guide to writing your thesis/dissertation, definition of dissertation and thesis.

The dissertation or thesis is a scholarly treatise that substantiates a specific point of view as a result of original research that is conducted by students during their graduate study. At Cornell, the thesis is a requirement for the receipt of the M.A. and M.S. degrees and some professional master’s degrees. The dissertation is a requirement of the Ph.D. degree.

Formatting Requirement and Standards

The Graduate School sets the minimum format for your thesis or dissertation, while you, your special committee, and your advisor/chair decide upon the content and length. Grammar, punctuation, spelling, and other mechanical issues are your sole responsibility. Generally, the thesis and dissertation should conform to the standards of leading academic journals in your field. The Graduate School does not monitor the thesis or dissertation for mechanics, content, or style.

“Papers Option” Dissertation or Thesis

A “papers option” is available only to students in certain fields, which are listed on the Fields Permitting the Use of Papers Option page , or by approved petition. If you choose the papers option, your dissertation or thesis is organized as a series of relatively independent chapters or papers that you have submitted or will be submitting to journals in the field. You must be the only author or the first author of the papers to be used in the dissertation. The papers-option dissertation or thesis must meet all format and submission requirements, and a singular referencing convention must be used throughout.

ProQuest Electronic Submissions

The dissertation and thesis become permanent records of your original research, and in the case of doctoral research, the Graduate School requires publication of the dissertation and abstract in its original form. All Cornell master’s theses and doctoral dissertations require an electronic submission through ProQuest, which fills orders for paper or digital copies of the thesis and dissertation and makes a digital version available online via their subscription database, ProQuest Dissertations & Theses . For master’s theses, only the abstract is available. ProQuest provides worldwide distribution of your work from the master copy. You retain control over your dissertation and are free to grant publishing rights as you see fit. The formatting requirements contained in this guide meet all ProQuest specifications.

Copies of Dissertation and Thesis

Copies of Ph.D. dissertations and master’s theses are also uploaded in PDF format to the Cornell Library Repository, eCommons . A print copy of each master’s thesis and doctoral dissertation is submitted to Cornell University Library by ProQuest.

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• Dissertation

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

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

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

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

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Table of contents

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

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

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

Why is the dissertation important?

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

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

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

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

How will your supervisor help you?

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

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

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

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

Empirical dissertations (sciences)

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

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

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

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

Non-empirical dissertations (arts and humanities)

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

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

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

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

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

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

Structure of an empirical dissertation

Empirical dissertations generally include these chapters:

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

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

Other dissertation structures

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

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

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

• Political philosophy

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

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

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

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

Formatting guidelines concern things like:

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

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

How will you reference your sources?

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

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

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

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

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

APA Reference Generator

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

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

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

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

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

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

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

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

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

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If you want to cite this source, you can copy and paste the citation or click the ‘Cite this Scribbr article’ button to automatically add the citation to our free Reference Generator.

Caulfield, J. (2022, May 05). What Is a Dissertation? | 5 Essential Questions to Get Started. Scribbr. Retrieved 20 May 2024, from https://www.scribbr.co.uk/thesis-dissertation/what-is-a-dissertation/

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Jack Caulfield

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How to Write an Acknowledgement for a Dissertation 2024

Writing a dissertation is a monumental task that involves considerable time, effort, and dedication. One of the final steps in this journey is writing the acknowledgement section. This part of your dissertation allows you to express gratitude to those who have supported you throughout your academic endeavor. Crafting a thoughtful and sincere acknowledgement can be challenging, but it is an important aspect of your work. Here is a guide to help you write an effective acknowledgement for your dissertation.

Understanding the Purpose of Acknowledgements

Recognizing contributions.

The primary purpose of the acknowledgement section is to recognize the contributions of individuals and organizations that have supported you during your dissertation process. This can include academic advisors, funding bodies, family, friends, and anyone else who provided significant help.

Personal and Professional Balance

Acknowledgements should strike a balance between personal gratitude and professional courtesy. This means expressing your appreciation in a manner that is heartfelt yet maintains the formal tone appropriate for academic work.

Structuring Your Acknowledgements

Ordering your thanks.

Start with the most formal and significant acknowledgements, typically your academic supervisors and advisors, followed by institutional and financial support. Personal acknowledgements, such as family and friends, should come last.

Formality and Tone

The tone of your acknowledgements can vary depending on the type of support received. For academic and institutional acknowledgements, maintain a formal tone. For personal acknowledgements, a more relaxed and personal tone is acceptable.

Writing the Academic Acknowledgements

Acknowledging supervisors and advisors.

Begin with your principal supervisor and any co-supervisors. Highlight their specific contributions to your work, such as guidance on your research methodology, feedback on drafts, or emotional support. For example:

"I am deeply grateful to my principal supervisor, Dr. Jane Smith, whose expertise, guidance, and unwavering support were instrumental in shaping this dissertation. Her insightful feedback and encouragement helped me navigate numerous challenges throughout my research."

Recognizing Committee Members

Next, acknowledge the members of your dissertation committee. Mention their roles and contributions succinctly:

"I would also like to thank the members of my dissertation committee, Dr. John Doe and Dr. Mary Johnson, for their valuable suggestions and rigorous critique, which greatly enhanced the quality of my work."

Institutional and Financial Support

If your research was supported by an institution or received funding, it is important to acknowledge these sources. Include specific grants or scholarships:

"This research was generously supported by the ABC Research Institute, whose funding through the XYZ Scholarship made this project possible. I am particularly grateful to the administrative staff for their assistance in managing the logistical aspects of my research."

Writing the Personal Acknowledgements

Family and Friends

Acknowledge the emotional and practical support provided by family and friends. This section can be more personal, reflecting the unique role these individuals played in your journey:

"I am profoundly thankful to my parents, who instilled in me the value of education and perseverance. Their constant encouragement and belief in my abilities were my greatest source of strength. I also wish to express my heartfelt gratitude to my friends, particularly Sarah and Michael, for their patience and understanding during the countless hours I spent immersed in my studies."

Special Mentions

If there are any individuals who provided exceptional support, consider giving them special recognition. This might include peers, mentors, or anyone whose contribution was particularly impactful:

I would especially like to thank Lisa, my coworker, for her continuous support and late-night brainstorming sessions.. Her friendship and intellectual companionship were vital to my progress."

Tips for Writing Effective Acknowledgements

Be specific.

When acknowledging individuals, be specific about their contributions. General statements of thanks are less impactful than detailed expressions of gratitude.

Keep it Concise

While it is important to recognize everyone who helped you, the acknowledgement section dissertation   should be concise. Aim for clarity and brevity, ensuring that each acknowledgement is meaningful and to the point.

Personal Touch

Don't be afraid to infuse your acknowledgements with a personal touch. This is your opportunity to convey sincere gratitude, and a bit of personality can make your thanks more genuine.

Ensure your acknowledgements are free of typos and grammatical errors. This section, like the rest of your dissertation, should be polished and professionally presented.

Follow Guidelines

Check if your institution has specific guidelines for writing acknowledgements. Adhering to these guidelines is crucial for the formal acceptance of your dissertation.

Examples of Acknowledgements

Example 1: formal and professional.

"I want to express my sincere appreciation to my boss, Dr. Emily Roberts, for her exceptional guidance, unwavering support, and invaluable feedback throughout this research. I also thank my committee members, Dr. James Lee and Dr. Rachel Adams, for their insightful comments and encouragement. The National Science Foundation provided funding for this work under Grant No. 1234567, and I am grateful for their financial assistance. Finally, I appreciate the administrative support from the Department of Biology at XYZ University."

Example 2: Mixed Professional and Personal

"This dissertation would not have been possible without the support of many individuals. I am immensely grateful to my advisor, Dr. Robert Brown, for his expert guidance and patience. My heartfelt thanks to my committee members, Dr. Lisa Green and Dr. Mark White, for their constructive feedback. I am also thankful for the financial support from the ABC Fellowship. On a personal note, I want to express my deepest appreciation to my family for their unwavering support and encouragement, especially to my wife, Anna, for her endless patience and love. Finally, to my friends and colleagues, your support and camaraderie have been indispensable."

Writing the acknowledgement section of your dissertation is a significant step in recognizing those who helped you reach this academic milestone. By following the guidelines provided, you can craft a meaningful and well-structured how to write acknowledgement for dissertation that conveys your gratitude effectively. Remember to be specific, concise, and genuine in your expressions of thanks. A well-written acknowledgement not only honors those who supported you but also adds a personal touch to your scholarly work.

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CS&E Announces 2024-25 Doctoral Dissertation Fellowship (DDF) Award Winners

Seven Ph.D. students working with CS&E professors have been named Doctoral Dissertation Fellows for the 2024-25 school year. The Doctoral Dissertation Fellowship is a highly competitive fellowship that gives the University’s most accomplished Ph.D. candidates an opportunity to devote full-time effort to an outstanding research project by providing time to finalize and write a dissertation during the fellowship year. The award includes a stipend of $25,000, tuition for up to 14 thesis credits each semester, and subsidized health insurance through the Graduate Assistant Health Plan.

CS&E congratulates the following students on this outstanding accomplishment:

• Athanasios Bacharis (Advisor: Nikolaos Papanikolopoulos )
• Karin de Langis (Advisor:  Dongyeop Kang )
• Arshia Zernab Hassan (Advisors: Chad Myers )
• Xinyue Hu (Advisors: Zhi-Li Zhang )
• Lucas Kramer (Advisors: Eric Van Wyk )
• Yijun Lin (Advisors: Yao-Yi Chiang )
• Mingzhou Yang (Advisors: Shashi Shekhar )

Athanasios Bacharis

Bacharis’ work centers around the robot-vision area, focusing on making autonomous robots act on visual information. His research includes active vision approaches, namely, view planning and next-best-view, to tackle the problem of 3D reconstruction via different optimization frameworks. The acquisition of 3D information is crucial for automating tasks, and active vision methods obtain it via optimal inference. Areas of impact include agriculture and healthcare, where 3D models can lead to reduced use of fertilizers via phenotype analysis of crops and effective management of cancer treatments. Bacharis has a strong publication record, with two peer-reviewed conference papers and one journal paper already published. He also has one conference paper under review and two journal papers in the submission process. His publications are featured in prestigious robotic and automation venues, further demonstrating his expertise and the relevance of his research in the field.

Karin de Langis

Karin's thesis works at the intersection of Natural Language Processing (NLP) and cognitive science. Her work uses eye-tracking and other cognitive signals to improve NLP systems in their performance and cognitive interpretability, and to create NLP systems that process language more similarly to humans. Her human-centric approach to NLP is motivated by the possibility of addressing the shortcomings of current statistics-based NLP systems, which often become stuck on explainability and interpretability, resulting in potential biases. This work has most recently been accepted and presented at SIGNLL Conference on Computational Natural Language Learning (CoNLL) conference which has a special focus on theoretically, cognitively and scientifically motivated approaches to computational linguistics.

Arshia Zernab Hassan

Hassan's thesis work delves into developing computational methods for interpreting data from genome wide CRISPR/Cas9 screens. CRISPR/Cas9 is a new approach for genome editing that enables precise, large-scale editing of genomes and construction of mutants in human cells. These are powerful data for inferring functional relationships among genes essential for cancer growth. Moreover, chemical-genetic CRISPR screens, where population of mutant cells are grown in the presence of chemical compounds, help us understand the effect the chemicals have on cancer cells and formulate precise drug solutions. Given the novelty of these experimental technologies, computational methods to process and interpret the resulting data and accurately quantify the various genetic interactions are still quite limited, and this is where Hassan’s dissertation is focused on. Her research extends to developing deep-learning based methods that leverage CRISPR chemical-genetic and other genomic datasets to predict cancer sensitivity to candidate drugs. Her methods on improving information content in CRISPR screens was published in the Molecular Systems Biology journal, a highly visible journal in the computational biology field. 

Hu's Ph.D. dissertation is concentrated on how to effectively leverage the power of artificial intelligence and machine learning (AI/ML) – especially deep learning – to tackle challenging and important problems in the design and development of reliable, effective and secure (independent) physical infrastructure networks. More specifically, her research focuses on two critical infrastructures: power grids and communication networks, in particular, emerging 5G networks, both of which not only play a critical role in our daily life but are also vital to the nation’s economic well-being and security. Due to the enormous complexity, diversity, and scale of these two infrastructures, traditional approaches based on (simplified) theoretical models and heuristics-based optimization are no longer sufficient in overcoming many technical challenges in the design and operations of these infrastructures: data-driven machine learning approaches have become increasingly essential. The key question now is: how does one leverage the power of AI/ML without abandoning the rich theory and practical expertise that have accumulated over the years? Hu’s research has pioneered a new paradigm – (domain) knowledge-guided machine learning (KGML) – in tackling challenging and important problems in power grid and communications (e.g., 5G) network infrastructures.

Lucas Kramer

Kramer is now the driving force in designing tools and techniques for building extensible programming languages, with the Minnesota Extensible Language Tools (MELT) group. These are languages that start with a host language such as C or Java, but can then be extended with new syntax (notations) and new semantics (e.g. error-checking analyses or optimizations) over that new syntax and the original host language syntax. One extension that Kramer created was to embed the domain-specific language Halide in MELT's extensible specification of C, called ableC. This extension allows programmers to specify how code working on multi-dimensional matrices is transformed and optimized to make efficient use of hardware. Another embeds the logic-programming language Prolog into ableC; yet another provides a form of nondeterministic parallelism useful in some algorithms that search for a solution in a structured, but very large, search space. The goal of his research is to make building language extensions such as these more practical for non-expert developers.  To this end he has made many significant contributions to the MELT group's Silver meta-language, making it easier for extension developers to correctly specify complex language features with minimal boilerplate. Kramer is the lead author of one journal and four conference papers on his work at the University of Minnesota, winning the distinguished paper award for his 2020 paper at the Software Language Engineering conference, "Strategic Tree Rewriting in Attribute Grammars".

Lin’s doctoral dissertation focuses on a timely, important topic of spatiotemporal prediction and forecasting using multimodal and multiscale data. Spatiotemporal prediction and forecasting are important scientific problems applicable to diverse phenomena, such as air quality, ambient noise, traffic conditions, and meteorology. Her work also couples the resulting prediction and forecasting with multimodal (e.g., satellite imagery, street-view photos, census records, and human mobility data) and multiscale geographic information (e.g., census records focusing on small tracts vs. neighborhood surveys) to characterize the natural and built environment, facilitating our understanding of the interactions between and within human social systems and the ecosystem. Her work has a wide-reaching impact across multiple domains such as smart cities, urban planning, policymaking, and public health.

Mingzhou Yang

Yang is developing a thesis in the broad area of spatial data mining for problems in transportation. His thesis has both societal and theoretical significance. Societally, climate change is a grand challenge due to the increasing severity and frequency of climate-related disasters such as wildfires, floods, droughts, etc. Thus, many nations are aiming at carbon neutrality (also called net zero) by mid-century to avert the worst impacts of global warming. Improving energy efficiency and reducing toxic emissions in transportation is important because transportation accounts for the vast majority of U.S. petroleum consumption as well as over a third of GHG emissions and over a hundred thousand U.S. deaths annually via air pollution. To accurately quantify the expected environmental cost of vehicles during real-world driving, Yang's thesis explores ways to incorporate physics in the neural network architecture complementing other methods of integration: feature incorporation, and regularization. This approach imposes stringent physical constraints on the neural network model, guaranteeing that its outputs are consistently in accordance with established physical laws for vehicles. Extensive experiments including ablation studies demonstrated the efficacy of incorporating physics into the model. 

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