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How to Write a Dissertation Discussion Chapter – A Quick Guide with Examples

Published by Alvin Nicolas at August 12th, 2021 , Revised On September 20, 2023

Dissertation discussion is the chapter where you explore the relevance, significance, and meanings of your findings  – allowing you to showcase your talents in describing and analyzing the results of your study.

Here, you will be expected to demonstrate how your research findings  answer the  research questions  established or test the  hypothesis .

The arguments you assert in the dissertation analysis and discussions chapter lay the foundations of your conclusion . It is critically important to discuss the results in a precise manner.

To help you understand how to write a dissertation discussion chapter, here is the list of the main elements of this section so you stay on the right track when writing:

• Summary: Start by providing a summary of your key research findings
• Interpretations: What is the significance of your findings?
• Implications: Why are your findings important to academic and scientific communities, and what purpose would they serve?
• Limitations: When and where will your results have no implications?
• Future Recommendations : Advice for other researchers and scientists who explore the topic further in future.

The dissertation discussion chapter should be carefully drafted to ensure that the results mentioned in your research align with your research question, aims, and objectives.

Considering the importance of this chapter for all students working on their dissertations, we have comprehensive guidelines on how to write a dissertation discussion chapter.

The discussion and  conclusion  chapters often overlap. Depending on your university, you may be asked to group these two sections in one chapter – Discussion and Conclusion.

In some cases, the results and discussion are put together under the Results and Discussion chapter. Here are some dissertation examples of working out the best structure for your dissertation.

Alternatively, you can look for the required  dissertation structure in your handbook  or consult your supervisor.

Steps of How to Write Dissertation Discussion Chapter

1. provide a summary of your findings.

Start your discussion by summarising the key findings of your research questions. Avoid repeating the information you have already stated in the previous chapters.

You will be expected to clearly express your interpretation of results to answer the research questions established initially in one or two paragraphs.

Here are some  examples of how to present the summary of your findings ;

• “The data suggests that”,
• “The results confirm that”,
• “The analysis indicates that”,
• “The research shows a relationship between”, etc.

2. Interpretations of Results

Your audience will expect you to provide meanings of the results, although they might seem obvious to you. The results and their interpretations should be linked to the research questions so the reader can understand the value your research has added to the literature.

There are many ways of interpreting the data, but your chosen approach to interpreting the data will depend on the  type of research involved . Some of the most common strategies employed include;

• Describing how and why you ended up with unexpected findings and explaining their importance in detail
• Relating your findings with previous studies conducted
• Explaining your position with logical arguments when/if any alternative explanations are suggested
• An in-depth discussion around whether or not the findings answered your research questions and successfully tested the hypothesis

Examples of how you can start your interpretation in the Discussion chapter are –

• “Findings of this study contradict those of Allen et al. (2014) that”,
• “Contrary to the hypothesized association,” “Confirming the hypothesis…”,
• “The findings confirm that A is….. even though Allen et al. (2014) and Michael (2012) suggested B was …..”

3. Implications of your Study

What practical and theoretical implications will your study have for other researchers and the scientific community as a whole?

It is vital to relate your results to the knowledge in the existing literature so the readers can establish how your research will contribute to the existing data.

When thinking of the possible consequences of your findings, you should ask yourself these;

• Are your findings in line with previous studies? What contribution did your research make to them?
• Why are your results entirely different from other studies on the same topic?
• Did your findings approve or contradict existing knowledge?
• What are the practical implications of your study?

Remember that as the researcher, you should aim to let your readers know why your study will contribute to the existing literature. Possible ways of starting this particular section are;

• “The findings show that A….. whereas Lee (2017) and John (2013) suggested that B”, “The results of this study completely contradict the claims made in theories”,
• “These results are not in line with the theoretical perspectives”,
• “The statistical analysis provides a new understanding of the relationship between A and B”,
• “Future studies should take into consideration the findings of this study because”

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4. Recognise the Limitations of your Research

Almost every academic research has some limitations. Acknowledging them will only add to your credibility as a scientific researcher.

In addition to the possible human errors, it’s important to take into account other factors that might have influenced the results of your study, including but not limited to unexpected research obstacles, specific methodological choices , and the overall research design.

Avoid mentioning any limitations that may not be relevant to your research aim, but clearly state the limitations that may have affected your results.

For example, if you used a sample size that included a tiny population, you may not generalise your results.

Similarly, obstacles faced in collecting data from the participants can influence the findings of your study. Make a note of all such  research limitations , but explain to the reader why your results are still authentic.

• The small sample size limited the generalisability of the results.
• The authenticity of the findings may have been influenced by….
• The obstacles in collecting data resulted in…
• It is beyond the framework of this research…

5. Provide Recommendations for Future Research

The limitations of your research work directly result in future recommendations. However, it should be noted that your recommendations for future research work should include the areas that your own work could not report so other researchers can build on them.

Sometimes the recommendations are a part of the  conclusion chapter . Some examples;

• More research is needed to be performed….

The Purpose of Dissertation Discussion Chapter 

Remember that the discussion section of a dissertation is the heart of your research because a) it will indicate your stance on the topic of research, and b) it answers the research questions initially established in the Introduction chapter .

Every piece of information you present here will add value to the existing literature within your field of study. How you structured your findings in the preceding chapter will help you determine the best structure for your dissertation discussion section.

For example, it might be logical to structure your analysis/discussions by theme if you chose the pattern in your findings section.

But generally, discussion based on research questions is the more widely used  structure  in academia because this pattern clearly indicates how you have addressed the aim of your research.

Most UK universities require the supervisor or committee members to comment on the extent to which each research question has been answered. You will be doing them a great favour if you structure your discussion so that each research question is laid out separately.

Irrespective of whether you are  writing an essay, dissertation, or  chapter of a dissertation , all pieces of writing should start with an  introduction .

Once your readers have read through your study results, you might want to highlight the contents of the subsequent discussion as an introduction paragraph (summary of your results – as explained above).

Likewise, the discussion chapter is expected to end with a concluding paragraph – allowing you the opportunity to summarise your interpretations.

The dissertation analysis & discussion chapter is usually very long, so it will make sense to emphasise the critical points in a concluding paragraph so the reader can grasp the essential information. This will also help to make sure the reader understands your analysis.

Also Read:   Research Discussion Of Findings

Useful Tips 

Presentation of graphs, tables, and figures.

In the 1990s and early 2000s, students spent days creating graphs and charts for their  statistical analysis work . Thanks to technology, you can produce even more accurate graphs and figures today in a shorter period.

Using  Microsoft Word, STATA, SPSS, Microsoft Excel  and other statistical analysis software, we can now draw  beautiful-looking figures, tables , and graphs with just a few clicks and make them appear in our document at the desired place. But there are downsides to being too dependent on technology.

Many students make the common mistake of using colours to represent variables when really they have to print their dissertation paper final copy in black and white.

Any colours on graphs and figures will eventually be viewed in the grayscale presentation. Recognizing different shades of grey on the same chart or graph can sometimes be a little confusing.

For example, green and purple appear as pretty much the same shade of grey on a line chat, meaning your chart will become unreadable to the marker.

Another trap you may fall into is the unintentional stuffing   of the dissertation chapter with graphs and figures. Even though it is essential to show numbers and statistics, you don’t want to overwhelm your readers with too many.

It may not be necessary to have a graph/table under each sub-heading. Only you can best judge whether or not you need to have a graph/table under a particular sub-heading as the writer.

Relating to Previous Chapters  

As a student, it can be challenging to develop your own analysis and discussion of results. One of the excellent discussion chapter requirements is to showcase your ability to relate previous research to your research results.

Avoid repeating the same information over and over. Many students fall into this trap which negatively affects the mark of their overall dissertation paper .

Concise and to-the-point information will help you effectively convey your point to the readers.

Although you must demonstrate how your findings relate to previous research, it is equally important to ensure you are not simply rewriting what has already been said in the introduction  and  literature review  chapters.

The best strategy is to use examples from previous sections to postulate an argument.

Hyperlinks are recommended to take the reader from one section to another. This is especially important for submitting electronic documents as .word or .pdf files. Hyperlinking is tedious and time-consuming, so you should allow for this in your dissertation timeline to avoid rushing in the closing stages.

Also read: How to Write the Abstract for the Dissertation.

Using Subsections and Subheadings

You might want to reflect on the structure of the discussion in your organizstion of the dissertation discussion chapter, and for that, you will need to create sub-sections.

It is essential to keep subsections to the point and as short as possible. Use a layer of subheadings if possible.

For example

Subsection 4.1 of Chapter 4- Discussion can be further divided into sections 4.1.1 and 4.2.2. After three numerical layers (4.1.1, 4.2.2, and 4.2.3), any subheadings need not appear in the contents table.

The titles of all subsections will appear on your table of contents  so choose the wordings carefully. A title too long or too short might confuse the reader. A one or two-word subheading will not give the reader enough information to understand the section.

Likewise, using a research question or long sentences in the subheading is not recommended. It might help to examine how other researchers and writers create these subheadings.

Critical Thinking

Your critical thinking skills are the crux of your dissertation discussion chapter. You will do yourself a great disservice if you fail to put the critical thinking element into the equation.

After all, this exercise aims to showcase clarity in your thoughts and arguments. Markers of the dissertation give more importance to the analysis  and discussion chapter. But you could be marked negatively if this particular chapter lacks critical thinking.

Many students struggle to distinguish between fundamental descriptive analysis and critical thinking with their opinions on the research topic.

Critical thinking is a skill developed over time, and it might be daunting for you to come to terms with the idea of critical thinking and its use in your analysis. But even if you are no expert, you must try your best.

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Duplication of Content

Another critical error students make reaffirming the point the graph/chart was supposed to make. Writing out the same information as presented in the graph defeats the whole purpose of having them in the first place.

You will be expected to form your opinions and arguments based on the findings (as presented by the graphs), so keep an eye on this mistake. Finally, avoid simply inserting a graph without any explanation whatsoever.

It should be noted that there is no correct or incorrect number of charts/figures one can use in the dissertation findings and discussion chapter. A balance must be struck.

Avoid Over Interpretation

This is a major no-no when writing a dissertation discussion. Do not make an argument that isn’t backed by your collected data.

The results and interpretations that cannot be supported should not be mentioned. Your research will be deemed unauthentic and will also be questioned by your supervisor if you do so. Results should be interpreted without any bias.

How to Write the Findings of a Dissertation.

Do not Speculate

Speculation in the  discussion chapter of your dissertation is discouraged. Your dissertation’s discussion is based on your collected data and how it relates to your research questions. Thus, speculating here will undoubtedly undermine your research’s credibility.

Also, try not to generalise your findings. If your research is based on a specific population, do not state that the same findings might apply in every case. As indicated previously, it is essential to acknowledge the limitations of your research.

On the other hand, if you think your discussion needs to address other populations as well, start your sentence like this ‘We speculate that..’ or ‘It is speculated that..’ This will keep you from getting into any trouble.

What are the elements of the Dissertation Discussion?

The list of the main elements of the discussion chapter are:

• Implications : Why are your findings important to academic and scientific communities, and what purpose would they serve?
• Future Recommendations: Advice for other researchers and scientists who explore the topic further in future.

What are the steps of writing a Dissertation Discussion Chapter?

• Write a summary of the findings
• Provide a summary of your findings
• Interpretations of Results
• Recognise the Limitations of your research
• Provide Recommendations for Future Research.

Can we use graphs and charts in the Dissertation Discussion Chapter?

Yes, using graphs to aid your statistical results and enhance presentation is essential, but do not overwhelm it with a lot of graphs in multiple colours. 

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• How to Write Discussions and Conclusions

The discussion section contains the results and outcomes of a study. An effective discussion informs readers what can be learned from your experiment and provides context for the results.

What makes an effective discussion?

When you’re ready to write your discussion, you’ve already introduced the purpose of your study and provided an in-depth description of the methodology. The discussion informs readers about the larger implications of your study based on the results. Highlighting these implications while not overstating the findings can be challenging, especially when you’re submitting to a journal that selects articles based on novelty or potential impact. Regardless of what journal you are submitting to, the discussion section always serves the same purpose: concluding what your study results actually mean.

A successful discussion section puts your findings in context. It should include:

• the results of your research,
• a discussion of related research, and
• a comparison between your results and initial hypothesis.

Tip: Not all journals share the same naming conventions.

You can apply the advice in this article to the conclusion, results or discussion sections of your manuscript.

Our Early Career Researcher community tells us that the conclusion is often considered the most difficult aspect of a manuscript to write. To help, this guide provides questions to ask yourself, a basic structure to model your discussion off of and examples from published manuscripts. 

Questions to ask yourself:

• Was my hypothesis correct?
• If my hypothesis is partially correct or entirely different, what can be learned from the results? 
• How do the conclusions reshape or add onto the existing knowledge in the field? What does previous research say about the topic? 
• Why are the results important or relevant to your audience? Do they add further evidence to a scientific consensus or disprove prior studies? 
• How can future research build on these observations? What are the key experiments that must be done? 
• What is the “take-home” message you want your reader to leave with?

How to structure a discussion

Trying to fit a complete discussion into a single paragraph can add unnecessary stress to the writing process. If possible, you’ll want to give yourself two or three paragraphs to give the reader a comprehensive understanding of your study as a whole. Here’s one way to structure an effective discussion:

Writing Tips

While the above sections can help you brainstorm and structure your discussion, there are many common mistakes that writers revert to when having difficulties with their paper. Writing a discussion can be a delicate balance between summarizing your results, providing proper context for your research and avoiding introducing new information. Remember that your paper should be both confident and honest about the results! 

• Read the journal’s guidelines on the discussion and conclusion sections. If possible, learn about the guidelines before writing the discussion to ensure you’re writing to meet their expectations. 
• Begin with a clear statement of the principal findings. This will reinforce the main take-away for the reader and set up the rest of the discussion. 
• Explain why the outcomes of your study are important to the reader. Discuss the implications of your findings realistically based on previous literature, highlighting both the strengths and limitations of the research. 
• State whether the results prove or disprove your hypothesis. If your hypothesis was disproved, what might be the reasons? 
• Introduce new or expanded ways to think about the research question. Indicate what next steps can be taken to further pursue any unresolved questions. 
• If dealing with a contemporary or ongoing problem, such as climate change, discuss possible consequences if the problem is avoided. 
• Be concise. Adding unnecessary detail can distract from the main findings. 

Don’t

• Rewrite your abstract. Statements with “we investigated” or “we studied” generally do not belong in the discussion. 
• Include new arguments or evidence not previously discussed. Necessary information and evidence should be introduced in the main body of the paper. 
• Apologize. Even if your research contains significant limitations, don’t undermine your authority by including statements that doubt your methodology or execution. 
• Shy away from speaking on limitations or negative results. Including limitations and negative results will give readers a complete understanding of the presented research. Potential limitations include sources of potential bias, threats to internal or external validity, barriers to implementing an intervention and other issues inherent to the study design. 
• Overstate the importance of your findings. Making grand statements about how a study will fully resolve large questions can lead readers to doubt the success of the research. 

Snippets of Effective Discussions:

Consumer-based actions to reduce plastic pollution in rivers: A multi-criteria decision analysis approach

Identifying reliable indicators of fitness in polar bears

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The purpose of the discussion section is to interpret and describe the significance of your findings in relation to what was already known about the research problem being investigated and to explain any new understanding or insights that emerged as a result of your research. The discussion will always connect to the introduction by way of the research questions or hypotheses you posed and the literature you reviewed, but the discussion does not simply repeat or rearrange the first parts of your paper; the discussion clearly explains how your study advanced the reader's understanding of the research problem from where you left them at the end of your review of prior research.

Annesley, Thomas M. “The Discussion Section: Your Closing Argument.” Clinical Chemistry 56 (November 2010): 1671-1674; Peacock, Matthew. “Communicative Moves in the Discussion Section of Research Articles.” System 30 (December 2002): 479-497.

Importance of a Good Discussion

The discussion section is often considered the most important part of your research paper because it:

• Most effectively demonstrates your ability as a researcher to think critically about an issue, to develop creative solutions to problems based upon a logical synthesis of the findings, and to formulate a deeper, more profound understanding of the research problem under investigation;
• Presents the underlying meaning of your research, notes possible implications in other areas of study, and explores possible improvements that can be made in order to further develop the concerns of your research;
• Highlights the importance of your study and how it can contribute to understanding the research problem within the field of study;
• Presents how the findings from your study revealed and helped fill gaps in the literature that had not been previously exposed or adequately described; and,
• Engages the reader in thinking critically about issues based on an evidence-based interpretation of findings; it is not governed strictly by objective reporting of information.

Annesley Thomas M. “The Discussion Section: Your Closing Argument.” Clinical Chemistry 56 (November 2010): 1671-1674; Bitchener, John and Helen Basturkmen. “Perceptions of the Difficulties of Postgraduate L2 Thesis Students Writing the Discussion Section.” Journal of English for Academic Purposes 5 (January 2006): 4-18; Kretchmer, Paul. Fourteen Steps to Writing an Effective Discussion Section. San Francisco Edit, 2003-2008.

Structure and Writing Style

I.  General Rules

These are the general rules you should adopt when composing your discussion of the results :

• Do not be verbose or repetitive; be concise and make your points clearly
• Avoid the use of jargon or undefined technical language
• Follow a logical stream of thought; in general, interpret and discuss the significance of your findings in the same sequence you described them in your results section [a notable exception is to begin by highlighting an unexpected result or a finding that can grab the reader's attention]
• Use the present verb tense, especially for established facts; however, refer to specific works or prior studies in the past tense
• If needed, use subheadings to help organize your discussion or to categorize your interpretations into themes

II.  The Content

The content of the discussion section of your paper most often includes :

• Explanation of results : Comment on whether or not the results were expected for each set of findings; go into greater depth to explain findings that were unexpected or especially profound. If appropriate, note any unusual or unanticipated patterns or trends that emerged from your results and explain their meaning in relation to the research problem.
• References to previous research : Either compare your results with the findings from other studies or use the studies to support a claim. This can include re-visiting key sources already cited in your literature review section, or, save them to cite later in the discussion section if they are more important to compare with your results instead of being a part of the general literature review of prior research used to provide context and background information. Note that you can make this decision to highlight specific studies after you have begun writing the discussion section.
• Deduction : A claim for how the results can be applied more generally. For example, describing lessons learned, proposing recommendations that can help improve a situation, or highlighting best practices.
• Hypothesis : A more general claim or possible conclusion arising from the results [which may be proved or disproved in subsequent research]. This can be framed as new research questions that emerged as a consequence of your analysis.

III.  Organization and Structure

Keep the following sequential points in mind as you organize and write the discussion section of your paper:

• Think of your discussion as an inverted pyramid. Organize the discussion from the general to the specific, linking your findings to the literature, then to theory, then to practice [if appropriate].
• Use the same key terms, narrative style, and verb tense [present] that you used when describing the research problem in your introduction.
• Begin by briefly re-stating the research problem you were investigating and answer all of the research questions underpinning the problem that you posed in the introduction.
• Describe the patterns, principles, and relationships shown by each major findings and place them in proper perspective. The sequence of this information is important; first state the answer, then the relevant results, then cite the work of others. If appropriate, refer the reader to a figure or table to help enhance the interpretation of the data [either within the text or as an appendix].
• Regardless of where it's mentioned, a good discussion section includes analysis of any unexpected findings. This part of the discussion should begin with a description of the unanticipated finding, followed by a brief interpretation as to why you believe it appeared and, if necessary, its possible significance in relation to the overall study. If more than one unexpected finding emerged during the study, describe each of them in the order they appeared as you gathered or analyzed the data. As noted, the exception to discussing findings in the same order you described them in the results section would be to begin by highlighting the implications of a particularly unexpected or significant finding that emerged from the study, followed by a discussion of the remaining findings.
• Before concluding the discussion, identify potential limitations and weaknesses if you do not plan to do so in the conclusion of the paper. Comment on their relative importance in relation to your overall interpretation of the results and, if necessary, note how they may affect the validity of your findings. Avoid using an apologetic tone; however, be honest and self-critical [e.g., in retrospect, had you included a particular question in a survey instrument, additional data could have been revealed].
• The discussion section should end with a concise summary of the principal implications of the findings regardless of their significance. Give a brief explanation about why you believe the findings and conclusions of your study are important and how they support broader knowledge or understanding of the research problem. This can be followed by any recommendations for further research. However, do not offer recommendations which could have been easily addressed within the study. This would demonstrate to the reader that you have inadequately examined and interpreted the data.

IV.  Overall Objectives

The objectives of your discussion section should include the following: I.  Reiterate the Research Problem/State the Major Findings

Briefly reiterate the research problem or problems you are investigating and the methods you used to investigate them, then move quickly to describe the major findings of the study. You should write a direct, declarative, and succinct proclamation of the study results, usually in one paragraph.

II.  Explain the Meaning of the Findings and Why They are Important

No one has thought as long and hard about your study as you have. Systematically explain the underlying meaning of your findings and state why you believe they are significant. After reading the discussion section, you want the reader to think critically about the results and why they are important. You don’t want to force the reader to go through the paper multiple times to figure out what it all means. If applicable, begin this part of the section by repeating what you consider to be your most significant or unanticipated finding first, then systematically review each finding. Otherwise, follow the general order you reported the findings presented in the results section.

III.  Relate the Findings to Similar Studies

No study in the social sciences is so novel or possesses such a restricted focus that it has absolutely no relation to previously published research. The discussion section should relate your results to those found in other studies, particularly if questions raised from prior studies served as the motivation for your research. This is important because comparing and contrasting the findings of other studies helps to support the overall importance of your results and it highlights how and in what ways your study differs from other research about the topic. Note that any significant or unanticipated finding is often because there was no prior research to indicate the finding could occur. If there is prior research to indicate this, you need to explain why it was significant or unanticipated. IV.  Consider Alternative Explanations of the Findings

It is important to remember that the purpose of research in the social sciences is to discover and not to prove . When writing the discussion section, you should carefully consider all possible explanations for the study results, rather than just those that fit your hypothesis or prior assumptions and biases. This is especially important when describing the discovery of significant or unanticipated findings.

V.  Acknowledge the Study’s Limitations

It is far better for you to identify and acknowledge your study’s limitations than to have them pointed out by your professor! Note any unanswered questions or issues your study could not address and describe the generalizability of your results to other situations. If a limitation is applicable to the method chosen to gather information, then describe in detail the problems you encountered and why. VI.  Make Suggestions for Further Research

You may choose to conclude the discussion section by making suggestions for further research [as opposed to offering suggestions in the conclusion of your paper]. Although your study can offer important insights about the research problem, this is where you can address other questions related to the problem that remain unanswered or highlight hidden issues that were revealed as a result of conducting your research. You should frame your suggestions by linking the need for further research to the limitations of your study [e.g., in future studies, the survey instrument should include more questions that ask..."] or linking to critical issues revealed from the data that were not considered initially in your research.

NOTE: Besides the literature review section, the preponderance of references to sources is usually found in the discussion section . A few historical references may be helpful for perspective, but most of the references should be relatively recent and included to aid in the interpretation of your results, to support the significance of a finding, and/or to place a finding within a particular context. If a study that you cited does not support your findings, don't ignore it--clearly explain why your research findings differ from theirs.

V.  Problems to Avoid

• Do not waste time restating your results . Should you need to remind the reader of a finding to be discussed, use "bridge sentences" that relate the result to the interpretation. An example would be: “In the case of determining available housing to single women with children in rural areas of Texas, the findings suggest that access to good schools is important...," then move on to further explaining this finding and its implications.
• As noted, recommendations for further research can be included in either the discussion or conclusion of your paper, but do not repeat your recommendations in the both sections. Think about the overall narrative flow of your paper to determine where best to locate this information. However, if your findings raise a lot of new questions or issues, consider including suggestions for further research in the discussion section.
• Do not introduce new results in the discussion section. Be wary of mistaking the reiteration of a specific finding for an interpretation because it may confuse the reader. The description of findings [results section] and the interpretation of their significance [discussion section] should be distinct parts of your paper. If you choose to combine the results section and the discussion section into a single narrative, you must be clear in how you report the information discovered and your own interpretation of each finding. This approach is not recommended if you lack experience writing college-level research papers.
• Use of the first person pronoun is generally acceptable. Using first person singular pronouns can help emphasize a point or illustrate a contrasting finding. However, keep in mind that too much use of the first person can actually distract the reader from the main points [i.e., I know you're telling me this--just tell me!].

Analyzing vs. Summarizing. Department of English Writing Guide. George Mason University; Discussion. The Structure, Format, Content, and Style of a Journal-Style Scientific Paper. Department of Biology. Bates College; Hess, Dean R. "How to Write an Effective Discussion." Respiratory Care 49 (October 2004); Kretchmer, Paul. Fourteen Steps to Writing to Writing an Effective Discussion Section. San Francisco Edit, 2003-2008; The Lab Report. University College Writing Centre. University of Toronto; Sauaia, A. et al. "The Anatomy of an Article: The Discussion Section: "How Does the Article I Read Today Change What I Will Recommend to my Patients Tomorrow?” The Journal of Trauma and Acute Care Surgery 74 (June 2013): 1599-1602; Research Limitations & Future Research . Lund Research Ltd., 2012; Summary: Using it Wisely. The Writing Center. University of North Carolina; Schafer, Mickey S. Writing the Discussion. Writing in Psychology course syllabus. University of Florida; Yellin, Linda L. A Sociology Writer's Guide . Boston, MA: Allyn and Bacon, 2009.

Writing Tip

Don’t Over-Interpret the Results!

Interpretation is a subjective exercise. As such, you should always approach the selection and interpretation of your findings introspectively and to think critically about the possibility of judgmental biases unintentionally entering into discussions about the significance of your work. With this in mind, be careful that you do not read more into the findings than can be supported by the evidence you have gathered. Remember that the data are the data: nothing more, nothing less.

MacCoun, Robert J. "Biases in the Interpretation and Use of Research Results." Annual Review of Psychology 49 (February 1998): 259-287; Ward, Paulet al, editors. The Oxford Handbook of Expertise . Oxford, UK: Oxford University Press, 2018.

Another Writing Tip

Don't Write Two Results Sections!

One of the most common mistakes that you can make when discussing the results of your study is to present a superficial interpretation of the findings that more or less re-states the results section of your paper. Obviously, you must refer to your results when discussing them, but focus on the interpretation of those results and their significance in relation to the research problem, not the data itself.

Azar, Beth. "Discussing Your Findings."  American Psychological Association gradPSYCH Magazine (January 2006).

Yet Another Writing Tip

Avoid Unwarranted Speculation!

The discussion section should remain focused on the findings of your study. For example, if the purpose of your research was to measure the impact of foreign aid on increasing access to education among disadvantaged children in Bangladesh, it would not be appropriate to speculate about how your findings might apply to populations in other countries without drawing from existing studies to support your claim or if analysis of other countries was not a part of your original research design. If you feel compelled to speculate, do so in the form of describing possible implications or explaining possible impacts. Be certain that you clearly identify your comments as speculation or as a suggestion for where further research is needed. Sometimes your professor will encourage you to expand your discussion of the results in this way, while others don’t care what your opinion is beyond your effort to interpret the data in relation to the research problem.

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• Last Updated: Apr 24, 2024 10:51 AM
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Writing your Dissertation:  Results and Discussion

When writing a dissertation or thesis, the results and discussion sections can be both the most interesting as well as the most challenging sections to write.

You may choose to write these sections separately, or combine them into a single chapter, depending on your university’s guidelines and your own preferences.

There are advantages to both approaches.

Writing the results and discussion as separate sections allows you to focus first on what results you obtained and set out clearly what happened in your experiments and/or investigations without worrying about their implications.This can focus your mind on what the results actually show and help you to sort them in your head.

However, many people find it easier to combine the results with their implications as the two are closely connected.

Check your university’s requirements carefully before combining the results and discussions sections as some specify that they must be kept separate.

Results Section

The Results section should set out your key experimental results, including any statistical analysis and whether or not the results of these are significant.

You should cover any literature supporting your interpretation of significance. It does not have to include everything you did, particularly for a doctorate dissertation. However, for an undergraduate or master's thesis, you will probably find that you need to include most of your work.

You should write your results section in the past tense: you are describing what you have done in the past.

Every result included MUST have a method set out in the methods section. Check back to make sure that you have included all the relevant methods.

Conversely, every method should also have some results given so, if you choose to exclude certain experiments from the results, make sure that you remove mention of the method as well.

If you are unsure whether to include certain results, go back to your research questions and decide whether the results are relevant to them. It doesn’t matter whether they are supportive or not, it’s about relevance. If they are relevant, you should include them.

Having decided what to include, next decide what order to use. You could choose chronological, which should follow the methods, or in order from most to least important in the answering of your research questions, or by research question and/or hypothesis.

You also need to consider how best to present your results: tables, figures, graphs, or text. Try to use a variety of different methods of presentation, and consider your reader: 20 pages of dense tables are hard to understand, as are five pages of graphs, but a single table and well-chosen graph that illustrate your overall findings will make things much clearer.

Make sure that each table and figure has a number and a title. Number tables and figures in separate lists, but consecutively by the order in which you mention them in the text. If you have more than about two or three, it’s often helpful to provide lists of tables and figures alongside the table of contents at the start of your dissertation.

Summarise your results in the text, drawing on the figures and tables to illustrate your points.

The text and figures should be complementary, not repeat the same information. You should refer to every table or figure in the text. Any that you don’t feel the need to refer to can safely be moved to an appendix, or even removed.

Make sure that you including information about the size and direction of any changes, including percentage change if appropriate. Statistical tests should include details of p values or confidence intervals and limits.

While you don’t need to include all your primary evidence in this section, you should as a matter of good practice make it available in an appendix, to which you should refer at the relevant point.

For example:

Details of all the interview participants can be found in Appendix A, with transcripts of each interview in Appendix B.

You will, almost inevitably, find that you need to include some slight discussion of your results during this section. This discussion should evaluate the quality of the results and their reliability, but not stray too far into discussion of how far your results support your hypothesis and/or answer your research questions, as that is for the discussion section.

See our pages: Analysing Qualitative Data and Simple Statistical Analysis for more information on analysing your results.

Discussion Section

This section has four purposes, it should:

• Interpret and explain your results
• Answer your research question
• Justify your approach
• Critically evaluate your study

The discussion section therefore needs to review your findings in the context of the literature and the existing knowledge about the subject.

You also need to demonstrate that you understand the limitations of your research and the implications of your findings for policy and practice. This section should be written in the present tense.

The Discussion section needs to follow from your results and relate back to your literature review . Make sure that everything you discuss is covered in the results section.

Some universities require a separate section on recommendations for policy and practice and/or for future research, while others allow you to include this in your discussion, so check the guidelines carefully.

Starting the Task

Most people are likely to write this section best by preparing an outline, setting out the broad thrust of the argument, and how your results support it.

You may find techniques like mind mapping are helpful in making a first outline; check out our page: Creative Thinking for some ideas about how to think through your ideas. You should start by referring back to your research questions, discuss your results, then set them into the context of the literature, and then into broader theory.

This is likely to be one of the longest sections of your dissertation, and it’s a good idea to break it down into chunks with sub-headings to help your reader to navigate through the detail.

Fleshing Out the Detail

Once you have your outline in front of you, you can start to map out how your results fit into the outline.

This will help you to see whether your results are over-focused in one area, which is why writing up your research as you go along can be a helpful process. For each theme or area, you should discuss how the results help to answer your research question, and whether the results are consistent with your expectations and the literature.

The Importance of Understanding Differences

If your results are controversial and/or unexpected, you should set them fully in context and explain why you think that you obtained them.

Your explanations may include issues such as a non-representative sample for convenience purposes, a response rate skewed towards those with a particular experience, or your own involvement as a participant for sociological research.

You do not need to be apologetic about these, because you made a choice about them, which you should have justified in the methodology section. However, you do need to evaluate your own results against others’ findings, especially if they are different. A full understanding of the limitations of your research is part of a good discussion section.

At this stage, you may want to revisit your literature review, unless you submitted it as a separate submission earlier, and revise it to draw out those studies which have proven more relevant.

Conclude by summarising the implications of your findings in brief, and explain why they are important for researchers and in practice, and provide some suggestions for further work.

You may also wish to make some recommendations for practice. As before, this may be a separate section, or included in your discussion.

The results and discussion, including conclusion and recommendations, are probably the most substantial sections of your dissertation. Once completed, you can begin to relax slightly: you are on to the last stages of writing!

Continue to: Dissertation: Conclusion and Extras Writing your Methodology

See also: Writing a Literature Review Writing a Research Proposal Academic Referencing What Is the Importance of Using a Plagiarism Checker to Check Your Thesis?

How to Write the Discussion Section of a Research Paper

The discussion section of a research paper analyzes and interprets the findings, provides context, compares them with previous studies, identifies limitations, and suggests future research directions.

Updated on September 15, 2023

Structure your discussion section right, and you’ll be cited more often while doing a greater service to the scientific community. So, what actually goes into the discussion section? And how do you write it?

The discussion section of your research paper is where you let the reader know how your study is positioned in the literature, what to take away from your paper, and how your work helps them. It can also include your conclusions and suggestions for future studies.

First, we’ll define all the parts of your discussion paper, and then look into how to write a strong, effective discussion section for your paper or manuscript.

Discussion section: what is it, what it does

The discussion section comes later in your paper, following the introduction, methods, and results. The discussion sets up your study’s conclusions. Its main goals are to present, interpret, and provide a context for your results.

What is it?

The discussion section provides an analysis and interpretation of the findings, compares them with previous studies, identifies limitations, and suggests future directions for research.

This section combines information from the preceding parts of your paper into a coherent story. By this point, the reader already knows why you did your study (introduction), how you did it (methods), and what happened (results). In the discussion, you’ll help the reader connect the ideas from these sections.

Why is it necessary?

The discussion provides context and interpretations for the results. It also answers the questions posed in the introduction. While the results section describes your findings, the discussion explains what they say. This is also where you can describe the impact or implications of your research.

Adds context for your results

Most research studies aim to answer a question, replicate a finding, or address limitations in the literature. These goals are first described in the introduction. However, in the discussion section, the author can refer back to them to explain how the study's objective was achieved. 

Shows what your results actually mean and real-world implications

The discussion can also describe the effect of your findings on research or practice. How are your results significant for readers, other researchers, or policymakers?

What to include in your discussion (in the correct order)

A complete and effective discussion section should at least touch on the points described below.

Summary of key findings

The discussion should begin with a brief factual summary of the results. Concisely overview the main results you obtained.

Begin with key findings with supporting evidence

Your results section described a list of findings, but what message do they send when you look at them all together?

Your findings were detailed in the results section, so there’s no need to repeat them here, but do provide at least a few highlights. This will help refresh the reader’s memory and help them focus on the big picture.

Read the first paragraph of the discussion section in this article (PDF) for an example of how to start this part of your paper. Notice how the authors break down their results and follow each description sentence with an explanation of why each finding is relevant. 

State clearly and concisely

Following a clear and direct writing style is especially important in the discussion section. After all, this is where you will make some of the most impactful points in your paper. While the results section often contains technical vocabulary, such as statistical terms, the discussion section lets you describe your findings more clearly. 

Interpretation of results

Once you’ve given your reader an overview of your results, you need to interpret those results. In other words, what do your results mean? Discuss the findings’ implications and significance in relation to your research question or hypothesis.

Analyze and interpret your findings

Look into your findings and explore what’s behind them or what may have caused them. If your introduction cited theories or studies that could explain your findings, use these sources as a basis to discuss your results.

For example, look at the second paragraph in the discussion section of this article on waggling honey bees. Here, the authors explore their results based on information from the literature.

Unexpected or contradictory results

Sometimes, your findings are not what you expect. Here’s where you describe this and try to find a reason for it. Could it be because of the method you used? Does it have something to do with the variables analyzed? Comparing your methods with those of other similar studies can help with this task.

Context and comparison with previous work

Refer to related studies to place your research in a larger context and the literature. Compare and contrast your findings with existing literature, highlighting similarities, differences, and/or contradictions.

How your work compares or contrasts with previous work

Studies with similar findings to yours can be cited to show the strength of your findings. Information from these studies can also be used to help explain your results. Differences between your findings and others in the literature can also be discussed here. 

How to divide this section into subsections

If you have more than one objective in your study or many key findings, you can dedicate a separate section to each of these. Here’s an example of this approach. You can see that the discussion section is divided into topics and even has a separate heading for each of them. 

Limitations

Many journals require you to include the limitations of your study in the discussion. Even if they don’t, there are good reasons to mention these in your paper.

Why limitations don’t have a negative connotation

A study’s limitations are points to be improved upon in future research. While some of these may be flaws in your method, many may be due to factors you couldn’t predict.

Examples include time constraints or small sample sizes. Pointing this out will help future researchers avoid or address these issues. This part of the discussion can also include any attempts you have made to reduce the impact of these limitations, as in this study .

How limitations add to a researcher's credibility

Pointing out the limitations of your study demonstrates transparency. It also shows that you know your methods well and can conduct a critical assessment of them.  

Implications and significance

The final paragraph of the discussion section should contain the take-home messages for your study. It can also cite the “strong points” of your study, to contrast with the limitations section.

Restate your hypothesis

Remind the reader what your hypothesis was before you conducted the study. 

How was it proven or disproven?

Identify your main findings and describe how they relate to your hypothesis.

How your results contribute to the literature

Were you able to answer your research question? Or address a gap in the literature?

Future implications of your research

Describe the impact that your results may have on the topic of study. Your results may show, for instance, that there are still limitations in the literature for future studies to address. There may be a need for studies that extend your findings in a specific way. You also may need additional research to corroborate your findings. 

Sample discussion section

This fictitious example covers all the aspects discussed above. Your actual discussion section will probably be much longer, but you can read this to get an idea of everything your discussion should cover.

Our results showed that the presence of cats in a household is associated with higher levels of perceived happiness by its human occupants. These findings support our hypothesis and demonstrate the association between pet ownership and well-being. 

The present findings align with those of Bao and Schreer (2016) and Hardie et al. (2023), who observed greater life satisfaction in pet owners relative to non-owners. Although the present study did not directly evaluate life satisfaction, this factor may explain the association between happiness and cat ownership observed in our sample.

Our findings must be interpreted in light of some limitations, such as the focus on cat ownership only rather than pets as a whole. This may limit the generalizability of our results.

Nevertheless, this study had several strengths. These include its strict exclusion criteria and use of a standardized assessment instrument to investigate the relationships between pets and owners. These attributes bolster the accuracy of our results and reduce the influence of confounding factors, increasing the strength of our conclusions. Future studies may examine the factors that mediate the association between pet ownership and happiness to better comprehend this phenomenon.

This brief discussion begins with a quick summary of the results and hypothesis. The next paragraph cites previous research and compares its findings to those of this study. Information from previous studies is also used to help interpret the findings. After discussing the results of the study, some limitations are pointed out. The paper also explains why these limitations may influence the interpretation of results. Then, final conclusions are drawn based on the study, and directions for future research are suggested.

How to make your discussion flow naturally

If you find writing in scientific English challenging, the discussion and conclusions are often the hardest parts of the paper to write. That’s because you’re not just listing up studies, methods, and outcomes. You’re actually expressing your thoughts and interpretations in words.

• How formal should it be?
• What words should you use, or not use?
• How do you meet strict word limits, or make it longer and more informative?

Always give it your best, but sometimes a helping hand can, well, help. Getting a professional edit can help clarify your work’s importance while improving the English used to explain it. When readers know the value of your work, they’ll cite it. We’ll assign your study to an expert editor knowledgeable in your area of research. Their work will clarify your discussion, helping it to tell your story. Find out more about AJE Editing.

Adam Goulston, PsyD, MS, MBA, MISD, ELS

Science Marketing Consultant

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Writing the Dissertation - Guides for Success: The Results and Discussion

• Writing the Dissertation Homepage
• Overview and Planning
• The Literature Review
• The Methodology
• The Results and Discussion
• The Conclusion
• The Abstract
• The Difference
• What to Avoid

Overview of writing the results and discussion

The results and discussion follow on from the methods or methodology chapter of the dissertation. This creates a natural transition from how you designed your study, to what your study reveals, highlighting your own contribution to the research area.

Disciplinary differences

Please note: this guide is not specific to any one discipline. The results and discussion can vary depending on the nature of the research and the expectations of the school or department, so please adapt the following advice to meet the demands of your project and department. Consult your supervisor for further guidance; you can also peruse our  Writing Across Subjects guide .

Guide contents

As part of the Writing the Dissertation series, this guide covers the most common conventions of the results and discussion chapters, giving you the necessary knowledge, tips and guidance needed to impress your markers! The sections are organised as follows:

• The Difference  - Breaks down the distinctions between the results and discussion chapters.
• Results  - Provides a walk-through of common characteristics of the results chapter.
• Discussion - Provides a walk-through of how to approach writing your discussion chapter, including structure.
• What to Avoid  - Covers a few frequent mistakes you'll want to...avoid!
• FAQs  - Guidance on first- vs. third-person, limitations and more.
• Checklist  - Includes a summary of key points and a self-evaluation checklist.

Training and tools

• The Academic Skills team has recorded a Writing the Dissertation workshop series to help you with each section of a standard dissertation, including a video on writing the results and discussion   (embedded below).
• The dissertation planner tool can help you think through the timeline for planning, research, drafting and editing.
• iSolutions offers training and a Word template to help you digitally format and structure your dissertation.

Introduction

The results of your study are often followed by a separate chapter of discussion. This is certainly the case with scientific writing. Some dissertations, however, might incorporate both the results and discussion in one chapter. This depends on the nature of your dissertation and the conventions within your school or department. Always follow the guidelines given to you and ask your supervisor for further guidance.

As part of the Writing the Dissertation series, this guide covers the essentials of writing your results and discussion, giving you the necesary knowledge, tips and guidance needed to leave a positive impression on your markers! This guide covers the results and discussion as separate – although interrelated – chapters, as you'll see in the next two tabs. However, you can easily adapt the guidance to suit one single chapter – keep an eye out for some hints on how to do this throughout the guide.

Results or discussion - what's the difference?

To understand what the results and discussion sections are about, we need to clearly define the difference between the two.

The results should provide a clear account of the findings . This is written in a dry and direct manner, simply highlighting the findings as they appear once processed. It’s expected to have tables and graphics, where relevant, to contextualise and illustrate the data.

Rather than simply stating the findings of the study, the discussion interprets the findings  to offer a more nuanced understanding of the research. The discussion is similar to the second half of the conclusion because it’s where you consider and formulate a response to the question, ‘what do we now know that we didn’t before?’ (see our Writing the Conclusion   guide for more). The discussion achieves this by answering the research questions and responding to any hypotheses proposed. With this in mind, the discussion should be the most insightful chapter or section of your dissertation because it provides the most original insight.

Across the next two tabs of this guide, we will look at the results and discussion chapters separately in more detail.

Writing the results

The results chapter should provide a direct and factual account of the data collected without any interpretation or interrogation of the findings. As this might suggest, the results chapter can be slightly monotonous, particularly for quantitative data. Nevertheless, it’s crucial that you present your results in a clear and direct manner as it provides the necessary detail for your subsequent discussion.

Note: If you’re writing your results and discussion as one chapter, then you can either:

1) write them as distinctly separate sections in the same chapter, with the discussion following on from the results, or...

2) integrate the two throughout by presenting a subset of the results and then discussing that subset in further detail.

Next, we'll explore some of the most important factors to consider when writing your results chapter.

How you structure your results chapter depends on the design and purpose of your study. Here are some possible options for structuring your results chapter (adapted from Glatthorn and Joyner, 2005):

• Chronological – depending on the nature of the study, it might be important to present your results in order of how you collected the data, such as a pretest-posttest design.
• Research method – if you’ve used a mixed-methods approach, you could isolate each research method and instrument employed in the study.
• Research question and/or hypotheses – you could structure your results around your research questions and/or hypotheses, providing you have more than one. However, keep in mind that the results on their own don’t necessarily answer the questions or respond to the hypotheses in a definitive manner. You need to interpret the findings in the discussion chapter to gain a more rounded understanding.
• Variable – you could isolate each variable in your study (where relevant) and specify how and whether the results changed.

Tables and figures

For your results, you are expected to convert your data into tables and figures, particularly when dealing with quantitative data. Making use of tables and figures is a way of contextualising your results within the study. It also helps to visually reinforce your written account of the data. However, make sure you’re only using tables and figures to supplement , rather than replace, your written account of the results (see the 'What to avoid' tab for more on this).

Figures and tables need to be numbered in order of when they appear in the dissertation, and they should be capitalised. You also need to make direct reference to them in the text, which you can do (with some variation) in one of the following ways:

Figure 1 shows…

The results of the test (see Figure 1) demonstrate…

The actual figures and tables themselves also need to be accompanied by a caption that briefly outlines what is displayed. For example:

Table 1. Variables of the regression model

Table captions normally appear above the table, whilst figures or other such graphical forms appear below, although it’s worth confirming this with your supervisor as the formatting can change depending on the school or discipline. The style guide used for writing in your subject area (e.g., Harvard, MLA, APA, OSCOLA) often dictates correct formatting of tables, graphs and figures, so have a look at your style guide for additional support.

Using quotations

If your qualitative data comes from interviews and focus groups, your data will largely consist of quotations from participants. When presenting this data, you should identify and group the most common and interesting responses and then quote two or three relevant examples to illustrate this point. Here’s a brief example from a qualitative study on the habits of online food shoppers:

Regardless of whether or not participants regularly engage in online food shopping, all but two respondents commented, in some form, on the convenience of online food shopping:

"It’s about convenience for me. I’m at work all week and the weekend doesn’t allow much time for food shopping, so knowing it can be ordered and then delivered in 24 hours is great for me” (Participant A).

"It fits around my schedule, which is important for me and my family” (Participant D).

"In the past, I’ve always gone food shopping after work, which has always been a hassle. Online food shopping, however, frees up some of my time” (Participant E).

As shown in this example, each quotation is attributed to a particular participant, although their anonymity is protected. The details used to identify participants can depend on the relevance of certain factors to the research. For instance, age or gender could be included.

Writing the discussion

The discussion chapter is where “you critically examine your own results in the light of the previous state of the subject as outlined in the background, and make judgments as to what has been learnt in your work” (Evans et al., 2014: 12). Whilst the results chapter is strictly factual, reporting on the data on a surface level, the discussion is rooted in analysis and interpretation , allowing you and your reader to delve beneath the surface.

Next, we will review some of the most important factors to consider when writing your discussion chapter.

Like the results, there is no single way to structure your discussion chapter. As always, it depends on the nature of your dissertation and whether you’re dealing with qualitative, quantitative or mixed-methods research. It’s good to be consistent with the results chapter, so you could structure your discussion chapter, where possible, in the same way as your results.

When it comes to structure, it’s particularly important that you guide your reader through the various points, subtopics or themes of your discussion. You should do this by structuring sections of your discussion, which might incorporate three or four paragraphs around the same theme or issue, in a three-part way that mirrors the typical three-part essay structure of introduction, main body and conclusion.

Figure 1: The three-part cycle that embodies a typical essay structure and reflects how you structure themes or subtopics in your discussion.

This is your topic sentence where you clearly state the focus of this paragraph/section. It’s often a fairly short, declarative statement in order to grab the reader’s attention, and it should be clearly related to your research purpose, such as responding to a research question.

This constitutes your analysis where you explore the theme or focus, outlined in the topic sentence, in further detail by interrogating why this particular theme or finding emerged and the significance of this data. This is also where you bring in the relevant secondary literature.

This is the evaluative stage of the cycle where you explicitly return back to the topic sentence and tell the reader what this means in terms of answering the relevant research question and establishing new knowledge. It could be a single sentence, or a short paragraph, and it doesn’t strictly need to appear at the end of every section or theme. Instead, some prefer to bring the main themes together towards the end of the discussion in a single paragraph or two. Either way, it’s imperative that you evaluate the significance of your discussion and tell the reader what this means.

A note on the three-part structure

This is often how you’re taught to construct a paragraph, but the themes and ideas you engage with at dissertation level are going to extend beyond the confines of a short paragraph. Therefore, this is a structure to guide how you write about particular themes or patterns in your discussion. Think of this structure like a cycle that you can engage in its smallest form to shape a paragraph; in a slightly larger form to shape a subsection of a chapter; and in its largest form to shape the entire chapter. You can 'level up' the same basic structure to accommodate a deeper breadth of thinking and critical engagement.

Using secondary literature

Your discussion chapter should return to the relevant literature (previously identified in your literature review ) in order to contextualise and deepen your reader’s understanding of the findings. This might help to strengthen your findings, or you might find contradictory evidence that serves to counter your results. In the case of the latter, it’s important that you consider why this might be and the implications for this. It’s through your incorporation of secondary literature that you can consider the question, ‘What do we now know that we didn’t before?’

Limitations

You may have included a limitations section in your methodology chapter (see our Writing the Methodology guide ), but it’s also common to have one in your discussion chapter. The difference here is that your limitations are directly associated with your results and the capacity to interpret and analyse those results.

Think of it this way: the limitations in your methodology refer to the issues identified before conducting the research, whilst the limitations in your discussion refer to the issues that emerged after conducting the research. For example, you might only be able to identify a limitation about the external validity or generalisability of your research once you have processed and analysed the data. Try not to overstress the limitations of your work – doing so can undermine the work you’ve done – and try to contextualise them, perhaps by relating them to certain limitations of other studies.

Recommendations

It’s often good to follow your limitations with some recommendations for future research. This creates a neat linearity from what didn’t work, or what could be improved, to how other researchers could address these issues in the future. This helps to reposition your limitations in a positive way by offering an action-oriented response. Try to limit the amount of recommendations you discuss – too many can bring the end of your discussion to a rather negative end as you’re ultimately focusing on what should be done, rather than what you have done. You also don’t need to repeat the recommendations in your conclusion if you’ve included them here.

What to avoid

This portion of the guide will cover some common missteps you should try to avoid in writing your results and discussion.

Over-reliance on tables and figures

It’s very common to produce visual representations of data, such as graphs and tables, and to use these representations in your results chapter. However, the use of these figures should not entirely replace your written account of the data. You don’t need to specify every detail in the data set, but you should provide some written account of what the data shows, drawing your reader’s attention to the most important elements of the data. The figures should support your account and help to contextualise your results. Simply stating, ‘look at Table 1’, without any further detail is not sufficient. Writers often try to do this as a way of saving words, but your markers will know!

Ignoring unexpected or contradictory data

Research can be a complex process with ups and downs, surprises and anomalies. Don’t be tempted to ignore any data that doesn’t meet your expectations, or that perhaps you’re struggling to explain. Failing to report on data for these, and other such reasons, is a problem because it undermines your credibility as a researcher, which inevitably undermines your research in the process. You have to do your best to provide some reason to such data. For instance, there might be some methodological reason behind a particular trend in the data.

Including raw data

You don’t need to include any raw data in your results chapter – raw data meaning unprocessed data that hasn’t undergone any calculations or other such refinement. This can overwhelm your reader and obscure the clarity of the research. You can include raw data in an appendix, providing you feel it’s necessary.

Presenting new results in the discussion

You shouldn’t be stating original findings for the first time in the discussion chapter. The findings of your study should first appear in your results before elaborating on them in the discussion.

Overstressing the significance of your research

It’s important that you clarify what your research demonstrates so you can highlight your own contribution to the research field. However, don’t overstress or inflate the significance of your results. It’s always difficult to provide definitive answers in academic research, especially with qualitative data. You should be confident and authoritative where possible, but don’t claim to reach the absolute truth when perhaps other conclusions could be reached. Where necessary, you should use hedging (see definition) to slightly soften the tone and register of your language.

Definition: Hedging refers to 'the act of expressing your attitude or ideas in tentative or cautious ways' (Singh and Lukkarila, 2017: 101). It’s mostly achieved through a number of verbs or adverbs, such as ‘suggest’ or ‘seemingly.’

Q: What’s the difference between the results and discussion?

A: The results chapter is a factual account of the data collected, whilst the discussion considers the implications of these findings by relating them to relevant literature and answering your research question(s). See the tab 'The Differences' in this guide for more detail.

Q: Should the discussion include recommendations for future research?

A: Your dissertation should include some recommendations for future research, but it can vary where it appears. Recommendations are often featured towards the end of the discussion chapter, but they also regularly appear in the conclusion chapter (see our Writing the Conclusion guide   for more). It simply depends on your dissertation and the conventions of your school or department. It’s worth consulting any specific guidance that you’ve been given, or asking your supervisor directly.

Q: Should the discussion include the limitations of the study?

A: Like the answer above, you should engage with the limitations of your study, but it might appear in the discussion of some dissertations, or the conclusion of others. Consider the narrative flow and whether it makes sense to include the limitations in your discussion chapter, or your conclusion. You should also consult any discipline-specific guidance you’ve been given, or ask your supervisor for more. Be mindful that this is slightly different to the limitations outlined in the methodology or methods chapter (see our Writing the Methodology guide vs. the 'Discussion' tab of this guide).

Q: Should the results and discussion be in the first-person or third?

A: It’s important to be consistent , so you should use whatever you’ve been using throughout your dissertation. Third-person is more commonly accepted, but certain disciplines are happy with the use of first-person. Just remember that the first-person pronoun can be a distracting, but powerful device, so use it sparingly. Consult your lecturer for discipline-specific guidance.

Q: Is there a difference between the discussion and the conclusion of a dissertation?

A: Yes, there is a difference. The discussion chapter is a detailed consideration of how your findings answer your research questions. This includes the use of secondary literature to help contextualise your discussion. Rather than considering the findings in detail, the conclusion briefly summarises and synthesises the main findings of your study before bringing the dissertation to a close. Both are similar, particularly in the way they ‘broaden out’ to consider the wider implications of the research. They are, however, their own distinct chapters, unless otherwise stated by your supervisor.

The results and discussion chapters (or chapter) constitute a large part of your dissertation as it’s here where your original contribution is foregrounded and discussed in detail. Remember, the results chapter simply reports on the data collected, whilst the discussion is where you consider your research questions and/or hypothesis in more detail by interpreting and interrogating the data. You can integrate both into a single chapter and weave the interpretation of your findings throughout the chapter, although it’s common for both the results and discussion to appear as separate chapters. Consult your supervisor for further guidance.

Here’s a final checklist for writing your results and discussion. Remember that not all of these points will be relevant for you, so make sure you cover whatever’s appropriate for your dissertation. The asterisk (*) indicates any content that might not be relevant for your dissertation. To download a copy of the checklist to save and edit, please use the Word document, below.

• Results and discussion self-evaluation checklist

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Study Skills

Writing a discussion section

In the discussion section, you will draw connections between your findings, existing theory and other research. You will have an opportunity to tell the story arising from your findings. 

This page will help you to: 

understand the purpose of the discussion section 

follow the steps required to plan your discussion section 

structure your discussion  

enhance the depth of your discussion 

use appropriate language to discuss your findings.  

Introduction to the discussion section

When you have reached this stage, you might be thinking “All I have to do now is to sum up what I have done, and then make a few remarks about what I did” (as cited in Swales & Feak, 2012, p.263). However, writing a discussion section is not that simple. Read on to learn more.

  Before you continue, reflect on your earlier writing experiences and the feedback you have received. How would you rate your ability in the following skills? Rate your ability from ‘good’ to ‘needs development’. 

Reflect on your answers. Congratulations if you feel confident about your skills. You may find it helpful to review the materials on this page to confirm your knowledge and possibly learn more. Don't worry if you don't feel confident. Work through these materials to build your skills. 

A discussion critically analyses and interprets the results of a scientific study, placing the results in the context of published literature and explaining how they affect the field . 

In this section, you will relate the specific findings of your research to the wider scientific field. This is the opposite of the introduction section, which starts with the broader context and narrows to focus on your specific research topic.  

The discussion will: 

review the findings  

put the findings into the context of the overall research  

tell readers why the research results are important and where they fit in with the current literature 

acknowledge the limitations of the study 

make recommendations for future research.

Let's review your understanding of the discussion section by identifying what makes a strong discussion.

Planning for a discussion section

Planning for a discussion section starts with analysing your data. For some kinds of research, the analysis cannot be done until your data has been collected. For others, analysing data can happen early as the data already exists in literary texts, archival documents or similar.  

Before starting to write the discussion section, it is important to:  

analyse your data (usually reported in the Results or Findings section) 

select the key issues that are the substance of your research  

relate the findings to the literature and 

plan for the process of going from your specific findings to the broader scientific field.  

Your analysis of the results will inform the Findings or Results section of your thesis or publication. It is the stage where you organise and visualise your data, and identify trends, patterns and causal relationships in the themes.

As the section discusses the key findings without restating the results, it is important to identify the key issues. For example, you should focus on four or five issues that agree or do not agree with your hypothesis or with previously published work. It is also important to include and discuss any unexpected results.

You refer to previous research in your discussion section for explaining your results, confirming how your results support the theories and previous studies, comparing your results with similar studies, or showing how your results contradict similar studies. 

Therefore, papers that you are likely to refer to in your discussion are those that led to: 

your hypothesis  

your experimental design 

your results.

In writing the discussion section, you will start with your research and then broaden your focus to the field or scientific community. This means you will go from narrowest (your specific findings) to broadest (the wider scientific community). You do this by following the six moves: 

As you can see, your discussion may follow six moves (stages) which broadens the scope of your discussion section. Watch this video to learn how to apply these moves.

Structuring your discussion

This section reviews how a discussion section can be organised.

A discussion section usually includes five parts or steps, which are illustrated in the image below. 

In some disciplines, the researcher's argument determines the structure of the presentation and discussion of findings. In other disciplines, the structure follows established conventions. Therefore, it is important for you to investigate the conventions of your own discipline, by looking at theses in your discipline and articles published in your target journals. The discussion section may be: 

in a combined section called Results and Discussion 

in a combined section called Discussion and Conclusion 

in a separate section. 

Your discussion section may be an independent chapter or it might be combined with the Findings chapter. Common chapter headings include:  

Discussion chapter 

Findings and Discussion chapter  

Discussion, Recommendations and Conclusion chapter

Discussion and Conclusion chapter 

It is important to have a good understanding of the expected content of each chapter.  Below is an example of a chapter in which discussion, recommendations and conclusion are combined.

Click on the hotspots to learn more.

This section focuses on useful language for writing your discussion.

Boosters and hedges should be used to demonstrate your confidence in your interpretation of the results. They help you to distinguish between clear and strong results and those that you feel less confident about or that may be open to different interpretations.

 Read both sentences. Which one shows more confidence in the results? 

The Dutch supervisors reported using different types of questions more frequently and deliberately than the Chinese supervisors. This difference may have its roots in the underlying educational philosophies. (Adapted from Hu, Rijst, Veen, & Verloop, 2016)  

The findings clearly demonstrate that psychological capital had considerable influence on the 10 employability skills included in the study, and especially on those related to teamwork, self-knowledge and self-management (Adapted from Harper, Bregta & Rundle, 2021) 

The writers of sentence two are more confident in the interpretation of their results.  

Test your knowledge of hedges and boosters by doing the task below. 

It is important to make it clear in your discussion: 

which research has been done by you 

which research has been done by other people 

how they complement each other.

Image 2: Note that present perfect is also used to refer to other studies when you want to emphasise that an area of research is still current and ongoing. Take a look at the example below which uses present perfect to refer to other studies 

Like other studies (e.g., Larcombe et al., 2021; Naylor, 2020) that have shown a strong connection between course experience and wellbeing, our study shows that a significant portion of international students believe that aspects of their immediate environment could be improved to better support their wellbeing.  

More information on tenses in the Discussion section is presented in Language Tip 4 below.  

Below are some useful discussion phrases that were adapted from Paltridge & Starfield (2020) and the APA Discussion phrases guide (7th edition).

You can download this APA discussion phrase guide here and visit the Academic Phrasebank for further phrases and examples. 

Let's look at these extracts and identify the functions of the paragraphs.  

Past, present and present perfect tenses are commonly used in the discussion section.  

• Past tense is used to summarise the key findings and to refer to the work of previous researchers  
• Present perfect is used to refer to the work of previous researchers (usually an area of research that is current and on-going rather than one single study) 
• Present tense is used to interpret the results or describe the significance of the findings  
• Future  is used to make recommendations for further research or providing future direction 

Below is an example of some paragraphs in a discussion section in which different tenses are used.

Test your knowledge of using the right tenses in the discussion section by doing the task below. 

Use this template to plan your discussion.  

The template is an example of a planning tool that will help you develop an overview of the key content that you are going to include in your section. You can download the draft and save it as a Word document once you have finished. 

You may have more or less than 3 key findings that you would like to discuss in your section.  

If you would like more support, visit the Language and Learning Advisors page. 

Butler, K. (2020, 7 April). Breakdown of an ideal discussion of scientific research paper. Scientific Communications . https://butlerscicomm.com/breakdown-of-ideal-discussion-section-research-paper  

Calvo, J. C. A & García, G. M. (2021). The influence of psychological capital on graduates’ perception of employability: the mediating role of employability skills. Higher Education Research & Development , 40(2), 293-308, DOI: 10.1080/07294360.2020.1738350   

Cenamor, J. (2022) To teach or not to teach? Junior academics and the teaching-research relationship. Higher Education Research & Development , 41(5), 1417-1435. DOI: 10.1080/07294360.2021.1933395  

Harper, R.,  Bretag, T & Rundle, K. (2021) Detecting contract cheating: examining the role of assessment type. Higher Education Research & Development, 40(2), 263-278, DOI: 10.1080/07294360.2020.1724899   

Hu, Y., Rijst, R. M., Veen, K & N Verloop, N. (2016) The purposes and processes of master's thesis supervision: a comparison of Chinese and Dutch supervisors. Higher Education Research & Development , 35(5), 910-924, DOI: 10.1080/07294360.2016.1139550  

Humphrey, P. (2015). English language proficiency in higher education: student conceptualisations and outcomes . [Doctoral dissertation, Griffith University]  

Marangell, S., & Baik, C. (2022). International students’ suggestions for what universities can do to better support their mental wellbeing. Journal of International Students, 12(4), 933-954.  

Merga, M., & Mason, S. (2021) Early career researchers’ perceptions of the benefits and challenges of sharing research with academic and non-academic end-users, Higher Education Research & Development , 40(7), 1482-1496, DOI: 10.1080/07294360.2020.1815662  

Paltridge, B., & Starfield, S. (2019). Thesis and Dissertation Writing in a Second Language: A Handbook for Students and their Supervisors (2nd ed.). Routledge.  

Rendle-Short, J. (2009). The Address Term Mate in Australian English: Is it Still a Masculine Term?. Australian Journal of Linguistics, 29(2), 245-268, DOI: 10.1080/07268600902823110  

Did you know CDU Language and Learning Advisors offer a range of study support options?

https://www.cdu.edu.au/library/language-and-learning-support

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Research Voyage

Research Tips and Infromation

How to Write a Discussion Section of your Dissertation or Thesis?

Introduction

Summarize the key findings, interpretation and explanation of findings, compare with existing literature, addressing limitations, exploring unexpected or contradictory findings, discussing implications and significance.

The discussion and analysis section of a PhD or a Post Graduate dissertation plays a crucial role in presenting and interpreting the research findings. It serves as the platform where you delve into the meaning, implications, and significance of your results, ultimately contributing to the advancement of knowledge in your field of study. Let’s explore why this section is of paramount importance.

When conducting research, the primary objective is to generate new insights, contribute to existing knowledge, and address gaps in the field. The discussion and analysis section serves as the space where you make sense of your findings and contextualize them.

Usually the discussion section follows the results section of the dissertation section. If you are not familiar with writing the section , then visit my post on ” Writing results section for your dissertation “

If you are in paucity of time, not confident of your writing skills and in a hurry to complete the writing task then you can think of hiring a research consultant that solves all your problems. Please visit my article on Hiring a Research consultant for your PhD tasks for further details.

In the discussion and analysis section of your dissertation, it is crucial to provide a concise summary of the main findings that emerged from your research. These findings directly address the research questions or hypotheses you formulated at the beginning of your study. Let’s explore a few examples:

Example 1: Research in Machine Learning

Research Question: How does the use of deep learning algorithms impact the accuracy of image recognition systems?

Key Findings: The study revealed that employing deep learning algorithms significantly improved the accuracy of image recognition systems. The experimental results demonstrated an average increase in accuracy of 15% compared to traditional machine learning approaches. Furthermore, it was observed that the performance improvement was particularly notable in complex and ambiguous image recognition tasks.

Example 2: Research in Natural Language Processing

Research Question: To what extent does sentiment analysis using neural networks capture the nuances of emotions in social media data?

Key Findings: The analysis demonstrated that sentiment analysis models based on neural networks exhibited a higher accuracy in capturing nuanced emotions in social media data compared to traditional rule-based methods. The study found that the neural network model achieved an overall accuracy of 85%, whereas the rule-based approach achieved only 70%. Moreover, the neural network model showcased better performance in identifying subtle emotions such as irony and sarcasm, contributing to a more comprehensive understanding of sentiment analysis.

Example 3: Research in Cybersecurity

Research Question: What are the vulnerabilities and potential attack vectors in IoT (Internet of Things) systems?

Key Findings: The investigation identified several vulnerabilities and potential attack vectors in IoT systems. The study revealed that insecure default configurations and weak authentication mechanisms were the most common vulnerabilities exploited by attackers. Furthermore, the research unveiled novel attack vectors targeting IoT devices’ communication protocols, highlighting the need for robust encryption and secure communication channels to mitigate these risks.

Remember to present your key findings in a clear and concise manner, mentioning the specific research questions or hypotheses that your study aimed to address. This allows readers to understand the main outcomes of your research and their relevance to the overarching research goals in your field.

In the discussion and analysis section of your dissertation, it is essential to interpret and explain the patterns, trends, and relationships that emerged from your data analysis. This involves using supporting evidence, such as statistical analysis or visual representations , to illustrate and strengthen your arguments. Additionally, it’s important to explain the significance and implications of your findings in relation to your research questions or hypotheses. Let’s explore some examples:

Example 1: Research in Data Mining

Findings: The analysis of large-scale customer transaction data revealed a strong association between customer purchasing behavior and their demographic characteristics.

Interpretation and Explanation: Statistical analysis demonstrated a significant correlation (p < 0.01) between customers’ age groups and their preferences for specific product categories. Younger customers showed a higher propensity for purchasing technology-related products, while older customers exhibited a preference for home and lifestyle products. These findings suggest that targeted marketing campaigns tailored to different age groups can enhance customer engagement and improve sales performance.

Example 2: Research in Network Security

Findings: The evaluation of network traffic data indicated a sudden increase in malicious activities during off-peak hours.

Interpretation and Explanation: Visual representations of network traffic patterns illustrated a substantial surge in the volume of suspicious packets and intrusion attempts between midnight and early morning hours. This finding suggests that attackers exploit the lower network traffic during off-peak hours to launch targeted attacks, making them more difficult to detect. To mitigate such risks, network administrators should enhance monitoring and employ automated threat detection systems capable of identifying anomalous behavior patterns.

Example 3: Research in Artificial Intelligence

Findings: The evaluation of various machine learning algorithms demonstrated superior performance of a novel deep reinforcement learning approach in game playing tasks.

Interpretation and Explanation: Comparative analysis using benchmark datasets revealed that the proposed deep reinforcement learning algorithm achieved an average win rate of 90% across different game environments. This outperformed traditional machine learning algorithms, including decision trees and support vector machines, which achieved win rates of 70% and 80%, respectively. These findings indicate that deep reinforcement learning holds great potential for advancing game playing AI systems, enabling them to make more optimal decisions and enhance player experience.

By discussing the patterns, trends, and relationships identified through data analysis and providing supporting evidence, such as statistical analysis or visual representations, you strengthen the validity of your arguments. Furthermore, explaining the significance and implications of your findings in relation to your research questions or hypotheses showcases the practical implications of your research.

In the discussion and analysis section of your dissertation , it is crucial to compare your findings with previous studies in your field. This involves discussing the similarities, differences, and contradictions between your research and the existing literature. Additionally, you should highlight the contributions and novelty of your research and identify areas where your results align with established theories or challenge existing knowledge. Let’s explore some examples:

Example 1: Research in Natural Language Processing

Findings: The developed natural language processing model achieved a higher accuracy in sentiment analysis compared to previous studies.

Comparison with Existing Literature: Our findings align with Smith et al. (2018) and Johnson et al. (2020), who also demonstrated the effectiveness of machine learning techniques in sentiment analysis. However, our research advances the field by incorporating contextual embeddings and attention mechanisms, resulting in an additional 5% improvement in accuracy. This highlights the contribution of our novel model architecture in enhancing sentiment analysis tasks.

Example 2: Research in Computer Vision

Findings: The proposed object detection algorithm outperformed existing methods in terms of both accuracy and computational efficiency.

Comparison with Existing Literature: Our results are consistent with the findings of Chen et al. (2019) and Wang et al. (2020), who also emphasized the importance of utilizing deep learning frameworks for object detection. However, our research extends the current knowledge by introducing a novel anchor-free approach that eliminates the need for predefined anchor boxes, resulting in a more accurate and efficient object detection system. This novel approach challenges the conventional anchor-based methods and offers potential improvements in real-time object detection applications.

Example 3: Research in Cloud Computing Security

Findings: The proposed encryption technique demonstrated enhanced security and reduced computation overhead in cloud storage systems.

Comparison with Existing Literature: Our research builds upon the encryption schemes proposed by Li et al. (2017) and Zhang et al. (2019). However, our technique introduces a dynamic key management mechanism that strengthens data confidentiality and allows efficient data access. This advancement addresses the limitations of the existing methods and contributes to the field by providing a more secure and scalable solution for protecting sensitive data in cloud storage systems.

By comparing your findings with previous studies, you showcase your understanding of the existing literature and demonstrate how your research adds value to the field of study. Identifying areas of alignment with established theories helps validate your work, while highlighting areas where your results challenge existing knowledge highlights the novelty and potential impact of your research.

In the discussion and analysis section of your dissertation, it is important to acknowledge the limitations of your study. This includes factors such as sample size, data collection methods, or other constraints that may have influenced your results. Reflecting on these limitations helps provide a transparent assessment of your research. Additionally, suggesting avenues for future research to address these limitations contributes to the advancement of the field. Let’s explore some examples:

Limitation: The study utilized a relatively small dataset consisting of 100 samples from a single organization.

Reflection: The small sample size may have limited the generalizability of the findings. The dataset’s limited diversity and narrow scope could impact the applicability of the results to broader contexts. It is important to recognize that different organizations may exhibit variations in their data patterns and characteristics.

Future Research: To address this limitation, future research could involve collecting data from multiple organizations across different industries. This would enhance the representativeness of the findings and provide a more comprehensive understanding of the phenomena under investigation.

Example 2: Research in Artificial Intelligence

Limitation: The study focused solely on image recognition tasks and did not consider other domains such as natural language processing or speech recognition.

Reflection: While the findings are valuable for image recognition, the limited scope restricts the generalizability of the results to broader AI applications. Different domains may have unique challenges and requirements that need to be considered.

Future Research: To overcome this limitation, future research could explore the application of the proposed algorithm in other domains such as text classification or voice-based applications. This would provide insights into the algorithm’s effectiveness across diverse AI applications and contribute to its broader adoption.

Example 3: Research in Human-Computer Interaction

Limitation: The study relied on self-reported measures to assess user satisfaction and perceived usability.

Reflection: Self-report measures are subject to biases and may not always capture the true user experience accurately. Participants’ responses may be influenced by various factors, such as social desirability or personal expectations.

Future Research: To address this limitation, future research could incorporate objective measures, such as eye-tracking data or physiological responses, alongside self-report measures. Combining multiple assessment methods would provide a more comprehensive understanding of user experience and yield more reliable and valid results.

By acknowledging the limitations of your study, reflecting on their potential impact, and suggesting avenues for future research, you demonstrate a critical and reflective approach to your work.

In the discussion and analysis section of your dissertation, it is important to address any unexpected or contradictory results that emerged during your research. This involves discussing these findings and offering possible explanations or alternative interpretations based on available evidence. However, it is crucial to be cautious and avoid excessive speculation without supporting evidence. Let’s explore some examples:

Unexpected Finding: The deep learning model exhibited lower accuracy on a specific subset of the dataset, contrary to initial expectations.

Exploration: Upon further analysis, it was discovered that the misclassification predominantly occurred for a particular class of samples with unique characteristics. One possible explanation for this unexpected finding is the class imbalance issue, where the dataset has significantly fewer samples for that particular class. This imbalance may have resulted in insufficient training data, hindering the model’s ability to accurately classify those samples.

Alternative Interpretation: Another alternative explanation could be the presence of inherent noise or ambiguity within the data subset. It is possible that the features extracted from these samples were inherently more challenging to differentiate, leading to lower accuracy. This highlights the need for further investigation and refinement of the model architecture to improve its performance on this specific subset.

Contradictory Finding: The sentiment analysis model performed exceptionally well on a benchmark dataset but showed reduced accuracy on real-world social media data.

Exploration: The contradiction between the model’s performance on benchmark datasets and real-world social media data warrants further investigation. One possible reason for this disparity could be the linguistic complexities and informal language prevalent in social media posts. The model may struggle to accurately interpret slang, sarcasm, or context-specific expressions, leading to decreased accuracy in sentiment analysis.

Alternative Interpretation: Another alternative explanation could be the presence of bias in the training data. The benchmark datasets might not adequately represent the diverse range of language patterns and sentiments found in real-world social media data. This bias could result in a performance gap between controlled datasets and more dynamic and unpredictable real-world data.

In both examples, it is important to acknowledge unexpected or contradictory findings and explore potential explanations based on available evidence. However, it is crucial to exercise caution and avoid excessive speculation without supporting evidence. Further analysis, experimentation, or data collection may be necessary to validate and provide more concrete explanations for unexpected or contradictory findings.

By discussing unexpected or contradictory findings and providing possible explanations or alternative interpretations, you demonstrate a scientific and inquisitive approach to your research. This also allows other researchers to critically evaluate the results and contribute to the ongoing discourse.

In the discussion and analysis section of your dissertation, it is important to explain the broader implications of your findings for your field of study and beyond. This involves discussing how your research contributes to theory, practice, or policy and highlighting potential practical applications and recommendations that arise from your analysis. Let’s explore some examples:

Example 1: Research in Artificial Intelligence Ethics

Implications: The findings of the study shed light on the ethical considerations and challenges associated with the increasing use of AI technologies in decision-making systems. The research highlights the need for transparent and explainable AI models to ensure accountability and prevent biased outcomes. Furthermore, the study emphasizes the importance of interdisciplinary collaboration between computer scientists, ethicists, and policymakers to develop guidelines and regulations that promote responsible AI development and deployment.

Contribution: This research contributes to the growing field of AI ethics by providing empirical evidence and insights into the ethical implications of AI technologies. It informs the development of ethical frameworks, guidelines, and policies that address the societal impact of AI and fosters the responsible use of AI in various domains such as healthcare, finance, and criminal justice.

Practical Applications and Recommendations: The findings underscore the importance of implementing explainable AI models in critical decision-making systems, such as loan approvals, hiring processes, and autonomous vehicles. Policymakers and organizations should establish regulatory frameworks that ensure transparency, fairness, and accountability in AI systems. Additionally, interdisciplinary collaboration should be encouraged to foster ongoing dialogue and exchange of knowledge among researchers, policymakers, and practitioners in the field of AI ethics.

Example 2: Research in Cloud Computing

Implications: The study identifies the potential risks and vulnerabilities in cloud computing systems, emphasizing the need for robust security measures to protect sensitive data. The research findings underscore the significance of ensuring data integrity, confidentiality, and availability in cloud storage and processing environments. Furthermore, the study highlights the importance of continuous monitoring and proactive detection of security breaches to prevent data breaches and unauthorized access.

Contribution: This research contributes to the field of cloud computing security by providing a comprehensive analysis of potential risks and vulnerabilities. It offers insights into the development of improved security measures and protocols for safeguarding data in cloud environments. The findings contribute to the ongoing efforts to enhance the security and reliability of cloud computing systems for individuals, organizations, and governments.

Practical Applications and Recommendations: The research findings have practical implications for cloud service providers, enterprises, and individuals utilizing cloud computing services. The study recommends implementing robust encryption techniques, multi-factor authentication, and intrusion detection systems to strengthen the security posture of cloud systems. Additionally, organizations should establish incident response plans and conduct regular security audits to identify and mitigate potential vulnerabilities in their cloud infrastructure.

By discussing the implications and significance of your findings, you highlight the broader impact of your research in the domain and beyond. Explaining how your research contributes to theory, practice, or policy demonstrates its practical relevance and potential for positive change. Additionally, discussing potential practical applications and offering recommendations based on your analysis provides actionable insights that can inform decision-making and guide future research and implementation efforts.

This blog post has provided an outline for writing the discussion and analysis section of a PhD or Post Graduate dissertation. We have discussed several key points that should be addressed in this section and provided examples from different domains to illustrate their application.

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How to Write a Dissertation Discussion Chapter: Guide & Examples

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Dissertation discussion section is a chapter that interprets the results obtained from research and offers an in-depth analysis of findings. In this section, students need to analyze the outcomes, evaluate their significance, and compare them to previous research. The discussion section may also explore the limitations of the study and suggest further research perspectives.

If you are stuck with your thesis or dissertation discussion chapter, you are in the right place to complete this section successfully. This article will outline our best solutions and methods on how to write the discussion of a dissertation or thesis. We also will share advanced dissertation discussion examples to help you finalize your PhD work.  Feel like academic writing gives you hassles? Remember that you can always rely on academic experts qualified in your field to get professional dissertation help online .

What Is a Dissertation Discussion?

First and foremost, students need to have a clear understanding of what dissertation discussion is. This is not the same as your results section , where you share data from your research. You are going deeper into the explanation of the existing data in your thesis or dissertation discussion section. In other words, you illustrate practical implications of your research and how the data can be used, researched further, or limited.  What will make your discussion section of a dissertation excellent:

• clear structure
• practical implication
• elaboration on future work on this topic.

This section should go after research methodology and before the dissertation conclusion . It should be directly relevant to questions posed in your introduction.  The biggest mistake you can make is to rewrite your result chapter with other words and add some limitations and recommendation paragraphs. However, this is an entirely different type of writing you need to complete.

Purpose of a Dissertation Discussion Chapter

A dissertation discussion section is critical to explaining students’ findings and the application of data to real-life cases. As we mentioned before, this section will often be read right after the dissertation methods . It evaluates and elaborates on findings and helps to understand the importance of your performed thesis research.  A dissertation discussion opens a new perspective on further research on the same field or topic. It also outlines critical data to consider in subsequent studies. In a nutshell, this is the section where you explain your work to a broad audience.

Structure of a Dissertation Discussion Section

Let’s start your writing journey of this research part with a clear delineation of what it should include and then briefly discuss each component. Here are some basic things you need to consider for an excellent discussion chapter of dissertation :

• Brief summary It does not mean copying an introduction section. However, the first few paragraphs will make an overview of your findings and topic.
• Interpretations This is a critical component of your work — elaborate on your results and explain possible ways of using them.
• Implication Research work is not just 100+ pages of text. Students should explain and illustrate how it could be used for solving practical problems.
• Constraints This is where you outline your limitations. For instance, your research was done only on students, and it may have different results with elderly people.
• Recommendations You can also define possible ways of future research on the exact topic when writing a discussion for your thesis or dissertation. Tell readers, for example, that it would be helpful to run similar research in other specific circumstances.

How to Write a Dissertation Discussion Chapter?

One of the most commonly asked questions for our experts is how to write the discussion section of a dissertation or thesis. We understand why it can be complicated to get a clear answer. Students often think that this section is similar to the result chapter and just retells it in other words. But it is not so. Let’s go through all steps to writing a discussion in a dissertation, and share our best examples from academic papers.

1. Remind Your Research Questions & Objectives

Writing the discussion chapter of a dissertation is not a big deal if you understand its aim and each component in a text structure. First of all, you need to evaluate how your results help to answer research questions you defined in the beginning. It is not about repeating the result, you did it in previous paragraphs.  However, dissertation or thesis discussion should underline how your findings help to answer the research problem. Start writing from a brief intro by recalling research questions or hypotheses . Then, show how your results answer them or support a hypothesis in your work.

2. Sum Up Key Findings

Next part of your discussion for dissertation is to provide a short summary of previous data. But do not respite the same summary paragraphs from results or introduction of a dissertation . Here researchers should be more thoughtful and go deeper into the work’s aims.  Try to explain in a few sentences what you get from running research. For instance, starters usually write the statement that “our data proves that…” or “survey results illustrate a clear correlation between a and b that is critical for proving our working hypothesis…”.  A discussion chapter of your dissertation is not just a fixation on results but a more profound summary connected to research goals and purpose. Here is an example: Summary of Findings Example

According to the data, implementing the co-orientation theory was successful and can be used for the same circumstances in the future. As we found, most participants agreed with the importance of those theses on the five fundamental reforms. It means that the results identified a successful government work in choosing the messages to communicate about examined reforms. At the same time, the situation is not so favorable with implementing the principles of two-way symmetrical communications. According to the results, people did not feel that the government had a mutual, open, and equal dialogue with the public about the reforms.

3. Interpret the Results

The most critical part of a discussion section is to explain and enact the results you’ve got. It is the most significant part of any text. Students should be clear about what to include in these paragraphs. Here is some advice to make this elaboration structured:

• Identify correlations or patterns in the data for dissertation discussion.
• Underline how results can answer research questions or prove your hypothesis.
• Emphasize how your findings are connected to the previous topic studies.
• Point out essential statements you can use in future research.
• Evaluate the significance of your results and any unexpected data you have.
• What others can learn from your research and how this work contributes to the field.
• Consider any possible additional or unique explanation of your findings.
• Go deeper with options of how results can be applied in practice.

Writing a dissertation discussion chapter can be tough, but here is a great sample to learn from. Example of Interpretations in Disssertation Discussion

Our study underlines the importance of future research on using TikTok for political communication. As discussed above, TikTok is the most commonly used social media platform for many young voters. This means that political discussion will also move to this platform. Our research and typology of political communication content can be used in the future planning of effective political campaigns. For example, we can assume that “play videos” have enormous potential to facilitate complicated topics and provide specific agenda settings. We also identified additional affordances of TikTok used for political communication, such as built-in video editors, playlists for specific topics, a green screen for news explainers, and duets for reflection on news and discussion. It means that these features make TikTok suitable for efficient political communications.

4. Discuss How Your Findings Relate to the Literature

Here we came to the implications of your findings for the dissertation discussion. In other words, this is a few sentences on how your work is connected to other studies on the same research topic or what literature gap you are going to fill with the data and research you launched. Remember to mention how your study address the limitations you have discovered while writing a literature review .  First, outline how your hypothesis relates to theories or previous works in the field. Maybe, you challenged some theories or tried to define your own. Be specific in this section. Second, define a practical implementation of your work. Maybe, it can support recommendations or change legislation.  Discussion chapter of a thesis is a place where you explain your work, make it valuable, and incorporate additional meaning for some specific data.  Example of Implications in Disssertation Discussion

As we pointed out in the literature review, there are few works on using TikTok affordances for political communications, and this topic can be expanded in the future. Government institutions have already understood the importance of this platform for efficient communication with younger audiences, and we will see more political projects on TikTok. That is why expanding research on using TikTok for political communication will be enormous in the following years. Our work is one of the first research on the role of emerging media in war communication and can be used as a practical guide for government's strategic planning in times of emergencies.

5. Mention Possible Limitations

It is pretty tricky to conduct research without limitations. You will always have some, which does not mean that your work is not good. When you write a discussion chapter in a thesis or dissertation, focus on what may influence your results and how changing independent variables can affect your data collection methods and final outcomes.  Here are some points to consider when you structure your dissertation discussion limitation part:

• If results can change in case you change the reference group?
• What will happen with data if it changes circumstances?
• What could influence results?

Critical thinking and analysis can help you to outline possible limitations. It can be the age of the reference group, change of questionnaire in a survey, or specific use of data extraction equipment. Be transparent about what could affect your results.  Example of Complications

Although this study has provided critical first insights into the effects of multimodal disinformation and rebuttals, there are some limitations. First and most importantly, the effects of multimodal disinformation and rebuttals partially depend on the topic of the message. Although fact-checkers reduce credibility of disinformation in both settings, and attitudinal congruence plays a consistent role in conditioning responses to multimodal disinformation, visuals do not have the same impact on affecting the credibility of news on school shootings and refugees.

6. Provide Recommendations for Further Research

Writing a dissertation discussion also makes a connection to possible future research. So, other scientists may complete that. While elaborating on possible implementations of your study, you may also estimate future approaches in topic research.  Here are some points to consider while your discussion in thesis writing:

• Outline questions related to your topic that you did not answer in defined study or did not outline as research questions. There are other possible gaps to research.
• Suggest future research based on limitations. For example, if you define surveyed people’s age as a limitation, recommend running another survey for older or younger recipients.

Example of Recommendations

As we mentioned before, our study has some limitations, as the research was conducted based on data from United State citizens. However, for a better understanding of government communication practices, it would be productive to implement the same research in other countries. Some cultural differences can influence the communication strategies the government uses in times of emergency. Another possible way to examine this topic is to conduct research using a specific period of time. For future studies, it will be beneficial to expand the number of survey recipients. 

7. Conclude Your Thesis/ Dissertation Discussion

You are almost done, the last step is to provide a brief summary of a section. It is not the same as a conclusion for whole research. However, you need to briefly outline key points from the dissertation discussion.  To finalize writing the discussion section of a dissertation, go through the text and check if there is no unimportant information. Do not overload the text with relevant data you did not present in the result section. Be specific in your summary paragraphs. It is a holistic view of everything you pointed out. Provide a few sentences to systemize all you outlined in the text. Example of a Concluding Summary in a Dissertation Discussion Section

To summarize, Airbnb has expertise in communicating CSR and CSA campaigns. We defined their communication strategy about the program for Ukrainian refugees as quite successful. They applied all the principles of CSR communication best practices, used dialogic theory to engage with the public on social media, and created clear messaging on applying for the program. Airbnb examples of CSR communication can be used by other businesses to create a communication strategy for unplanned CSR campaigns. Moreover, it can be further researched how Airbnb's CSR campaign influenced the organizational reputation in the future. 

Dissertation Discussion Example

If we need to share one piece of practical advice, it would be to use thesis or dissertation discussion examples when writing your own copy. StudyCrumb provides the best samples from real students' work to help you understand the stylistic and possible structure of this part. It does not mean you need to copy and paste them into your work.  However, you can use a  dissertation discussion example for inspiration and brainstorming ideas for breaking writing blocks. Here’s a doctoral thesis discussion chapter example.

Dissertation Discussion Writing Tips

Before reading this blog, you should already know how to write a thesis discussion. However, we would share some essential tips you need to have in mind while working on the document. 

• Be consistent Your dissertation discussion chapter is a part of bigger research, and it should be in line with your whole work.
• Understand your reader You are writing an academic text that will be analyzed by professionals and experts in the same field. Be sure that you are not trying to simplify your discussion.
• Be logical Do not jump into a new line of discussion if you did not delineate it as a research question at the beginning.
• Be clear Do not include any data that was not presented in the result section.
• Consider word choice Use such terms as “our data indicate…” or “our data suggests…” instead of “the data proves.”
• Use proper format Follow the formatting rules specified by a specific paper style (e.g., APA style format , MLA format , or Chicago format ) or provided by your instructor.

Bottom Line on Writing a Dissertation Discussion Chapter

At this stage, it should not be a question for you on how to write a discussion chapter in a PhD thesis or dissertation. Let’s make it clear. It is not a result section but still a place to elaborate on data and go deeper with explanations. Dissertation discussion section includes some intro, result interpretations, limitations, and recommendations for future research. Our team encourages you to use examples before starting your own piece of writing. It will help you to realize the purpose and structure of this chapter and inspire better texts! If you have other questions regarding the PhD writing process, check our blog for more insights. From detailed instruction on how to write a dissertation or guide on formatting a dissertation appendix , we’ve got you covered.

Order dissertation discussion from our proficient writers. They will take a significant burden off of you. Instead, they will carry out high-level academic work in a short time.

FAQ About Dissertation Discussion Chapter

1. where does a discussion section go in a dissertation.

Dissertation discussion section is used to go right after the result chapter. The logic is simple — you share your data and then go to the elaboration and explanation of it. Check the sample thesis we provide to students for details on structure.

2. How long should a dissertation discussion chapter be?

It is not a surprise that dissertation discussion chapter is extremely significant for the research. Here you will go into the details of your study and interpret results to prove or not your hypothesis. It should take almost 25% of your work. 

3. What tense should I use in a dissertation discussion?

Thesis or dissertation discussion used to have some rules on using tenses. You need to use the present tense when referring to established facts and use the past tense when referring to previous studies. And check your text before submission to ensure that you did not miss something.

4. What not to include in a dissertation discussion section?

The answer is easy. Discussion section of a dissertation should not include any new findings or describe some unsupported claims. Also, do not try to feel all possible gaps with one research. It may be better to outline your ideas for future studies in recommendations.

Joe Eckel is an expert on Dissertations writing. He makes sure that each student gets precious insights on composing A-grade academic writing.

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• Updated 18 April 2024
• Published 24 December 2022

Dissertation Discussion | Tips and Example

Table of contents.

This article is part of an educational series on dissertation writing , which aims to provide guidance on how to write an Discussion chapter. Typically, the Discussion chapter follows the  Results and precedes the Conclusion . By following these guidelines, students and researchers can ensure that their dissertation Discussion chapter is well-structured and informative.

The dissertation discussion section is a crucial chapter that goes beyond the presentation of results and delves into their interpretation and in-depth analysis. In this section students need to meticulously analyze the outcomes, evaluate their significance, and draw meaningful comparisons to existing research. Furthermore, the discussion section provides an opportunity to explore the limitations of the study while proposing avenues for future research. Do not make the mistake of rewriting your results chapter and add some limitations and recommendations, as it requires a completely different way of thinking.

The structure of your dissertation discussion

Writing the Discussion chapter of a dissertation involves more than merely restating the information provided in the results chapter. To assist you in this endeavor, I will guide you through the essential steps of writing an effective discussion, accompanied by illustrative examples. By following these steps, you will gain a comprehensive understanding of how to construct a well-structured and insightful discussion section for your dissertation.

1. Brief summary

Writing the discussion chapter for a dissertation becomes manageable once you grasp its purpose and the intricacies of its textual structure. To begin with, assessing the manner in which your findings contribute to addressing the research questions you made in the beginning. Merely reiterating the results, as done in preceding paragraphs, is insufficient.

Nonetheless, when delving into the discussion of your dissertation or thesis, it is essential to emphasize how your discoveries contribute to resolving the research problem. Commence by providing a concise introduction, recalling the research questions or hypotheses. Subsequently, demonstrate how your results address these queries or support the hypotheses put forth in your work.

Chapter 5.1: Impact of Technology Integration: Examining Research Questions, Objectives, and Key Findings

In this discussion chapter, we revisit the core research questions and objectives that guided our study, while also summarizing the key findings that emerged from our analysis. Our primary research question sought to investigate the impact of technology integration in the classroom on students’ academic performance. By reiterating this question, we are able to reflect upon the extent to which our study effectively addressed this inquiry. Furthermore, our objectives included examining the relationship between technology usage and student engagement, as well as exploring the perceived benefits and challenges associated with technology integration. Through our analysis, we have identified several noteworthy findings. Firstly, we observed a positive correlation between technology usage and student engagement, suggesting that technology can enhance active participation in the learning process. Secondly, our study revealed that students and educators alike acknowledged the advantages of technology integration, such as increased access to resources and improved collaboration opportunities. However, challenges related to technical issues and the need for adequate training were also identified. By synthesizing these key findings, we gain a comprehensive understanding of how our research has contributed to the existing body of knowledge and has shed light on the intricate dynamics between technology integration, student engagement, and the associated benefits and challenges.

2. Interpretations

The crucial aspect of a discussion section entails elucidating and implementing the obtained results, making it the most significant part of any written work. It is imperative for students to have a clear understanding of the content to be included within these paragraphs.

To ensure a well-structured elaboration, the following advice can be followed:

• Identify correlations or patterns evident in the analyzed data for the dissertation discussion.
• Highlight how the results can provide answers to the research questions or substantiate the stated hypothesis.
• Emphasize the connection between your findings and previous studies conducted on the same topic.
• Identify key statements or insights that can contribute to future research endeavors.
• Evaluate the significance of the obtained results , including any unexpected or noteworthy data. Sometimes these unexpected results can lead to whole new research areas.
• Discuss the lessons that others can learn from your research and how your work contributes to the broader field.
• Explore additional or unique explanations that may shed further light on your findings.
• Delve into practical applications of the results and consider how they can be implemented in real-world scenarios . Especially when it comes to technological advances that can be made with your results.

Chapter 5.2 Interpreting Results: Unveiling the Implications of Technology Integration on Student Academic Performance

In the subsequent phase of our analysis, we delve into the interpretations of the obtained results, allowing for a deeper understanding of their implications. This step is crucial in extracting meaningful insights from the data and contextualizing them within the broader research framework. By identifying significant correlations and patterns within the data, we can discern the intricate relationships between technology integration and students’ academic performance. Moreover, our findings not only address the research questions but also provide empirical evidence to support our initial hypothesis regarding the positive impact of technology integration on student engagement. Building upon previous studies in the field, our research sheds light on the potential benefits of incorporating technology in the classroom, enabling educators to enhance the learning experience and promote active participation among students. The unexpected data we have encountered further invites us to explore alternative explanations and potential contributing factors. These interpretations serve as a foundation for future research, guiding scholars towards uncovering new insights and refining existing theories. Ultimately, our study contributes to the field by providing valuable insights for educators, policymakers, and researchers alike, encouraging the effective integration of technology in educational settings. By considering the practical implications of our findings, we aim to bridge the gap between theory and practice, facilitating the implementation of innovative approaches that leverage technology to optimize student learning outcomes.

3. Implications

In this section, we delve into the implications of your findings within the context of the dissertation discussion. Specifically, this entails highlighting the connections between your work and existing studies on the same research topic, as well as identifying any literature gaps that your data and research can address. It is important to acknowledge how your study addresses the limitations identified during the literature review phase.

Firstly, outline how your hypothesis relates to relevant theories or previous works in the field. Specify whether you have challenged existing theories or sought to establish your own. This section should provide specific details and examples to support your assertions.

Secondly, consider the practical implementation of your work. Explore how your findings can support recommendations or potentially influence changes in legislation or policies. By discussing the real-world applications of your research, you can highlight its relevance and potential impact beyond academic discourse.

The discussion chapter of a thesis serves as a platform to explain and enhance the value of your work, providing additional meaning to specific data points. It is an opportunity to establish connections with existing scholarship, address research gaps, and offer practical implications. By effectively conveying the significance of your findings, you contribute to the broader body of knowledge and potentially drive meaningful change

Chapter 5.3 Implications and Practical Applications: Bridging Theory, Practice, and Policy in Technology Integration for Enhanced Student Academic Performance”

In the next step, we explore the implications and practical applications of our research findings, aiming to establish their significance within the broader scholarly landscape. By contextualizing our work in relation to existing studies, we bridge the gap between research and practice, shedding light on the connections between technology integration and student academic performance. Notably, our study challenges certain theories and contributes to the development of new insights in the field. Building upon this foundation, we identify potential avenues for practical implementation, emphasizing how our findings can inform recommendations and potentially influence policy changes. By recognizing the limitations highlighted in the literature review, we strive to address these gaps and provide valuable contributions to the academic community. Through our research, we endeavor to advocate for the effective integration of technology in educational settings, with the ultimate goal of enhancing student learning outcomes and fostering a transformative educational experience. By aligning theory, empirical evidence, and practical implications, our study aims to bridge the divide between academia and real-world impact, offering a meaningful contribution to the field and guiding future research endeavors.

4. Limitations

Conducting research without limitations is an intricate task, and it is important to recognize that every study has inherent constraints. These limitations do not diminish the quality of the work; rather, they provide opportunities for critical analysis and improvement. In the discussion chapter of a thesis or dissertation, it is essential to address the factors that may influence the results and consider how changing independent variables can impact data collection methods and final outcomes.

When structuring the limitation section of your dissertation discussion, several points should be considered. Firstly, reflect on whether the results would vary if the reference group were to change. This highlights the importance of understanding the contextual factors that may impact the findings. Secondly, consider how altering circumstances could affect the data. Changes in external factors or conditions may influence the validity and generalizability of the results. Lastly, evaluate various factors that could potentially influence the outcomes. Critical thinking and analysis can help identify limitations such as the age of the reference group, modifications in survey questionnaires, or the specific use of data extraction equipment.

Transparency regarding potential limitations is crucial. By openly acknowledging these limitations, you demonstrate the awareness and rigor of your research. Discussing the factors that could potentially affect the results enhances the credibility of your work and lays the groundwork for future studies to address these limitations and refine the understanding of the topic at hand. It is through critical self-reflection and a proactive approach to limitations that the research community can advance and improve upon existing knowledge.

Chapter 5.4 Recognizing and Addressing Constraints: Limitations and Considerations in Exploring the Relationship between Technology Integration and Student Academic Performance

Despite the rigorous methodology employed in this study, several limitations should be acknowledged. Firstly, the sample size, although carefully selected, may limit the generalizability of the findings. A larger and more diverse sample would provide a more representative understanding of the relationship between technology integration and student academic performance. Additionally, the study was conducted within a specific educational context, and the findings may not be applicable to other settings with different demographics or instructional approaches. Moreover, the reliance on self-report measures introduces the possibility of response bias, and future research could benefit from incorporating objective measures and alternative data collection methods. Furthermore, the duration of the study was relatively short, preventing a comprehensive examination of the long-term effects of technology integration. Despite these limitations, the insights gained from this research contribute to the existing knowledge on the topic and provide a foundation for future investigations to build upon and address these constraints.

5. Recommendations

In addition to its immediate findings, the discussion chapter of a dissertation also provides an opportunity to establish connections to possible future research directions. By exploring potential implementations and implications of the study, researchers can offer valuable insights and guide the trajectory of subsequent investigations in the field.

• When writing the discussion section of your thesis, it is important to outline questions related to your topic that were not addressed in the current study or were not explicitly formulated as research questions. This identification of gaps opens avenues for further exploration and invites other researchers to delve into these unexplored areas.
• Moreover, it is essential to suggest future research endeavors that are informed by the limitations encountered in the present study. For instance, if the age of the surveyed participants was identified as a limitation, a recommendation could be made to conduct another survey targeting older or younger recipients to gain a comprehensive understanding of the topic across different age groups.
• Furthermore, considerations can be given to expanding the scope of the study beyond the current sample or exploring different variables that were not the primary focus of the research. This could involve investigating the impact of technology integration on socio-emotional development or assessing the role of digital literacy in enhancing academic performance. By suggesting such avenues, researchers contribute to the continuous growth of knowledge in the field and inspire future investigations.

By incorporating these recommendations, the discussion chapter serves as a catalyst for further scholarly endeavors, empowering other scientists to build upon the current research and explore new dimensions of the topic. It provides a roadmap for future studies, addressing research gaps, and propelling the field forward.

Chapter 5.5 Propelling Future Investigations: Advancing the Field of Technology Integration and Student Academic Performance through Research Recommendations

In light of the research findings and identified limitations, several recommendations emerge for future investigations in the field of technology integration and student academic performance. Firstly, further studies should explore the long-term effects of technology integration on academic outcomes, utilizing a longitudinal research design to capture the sustained impact over an extended period. Additionally, examining the differential effects of technology integration across various demographic groups, such as age or socio-economic status, would provide valuable insights into potential disparities and inform targeted interventions. Furthermore, future research could delve into the specific mechanisms through which technology enhances learning outcomes, considering factors such as digital literacy, instructional approaches, and technological infrastructure. Moreover, exploring the potential role of teacher training and professional development in optimizing the effective use of technology in the classroom would contribute to informed practices. By addressing these recommendations, researchers can further advance the understanding of the complex relationship between technology integration and student academic performance, leading to evidence-based strategies that maximize the benefits of educational technology in diverse educational contexts.

6. Conclude

As you approach the final step of the discussion chapter in your dissertation, it is crucial to provide a concise yet comprehensive summary of the section. While distinct from the overall research conclusion, this summary serves to outline the key points discussed throughout the dissertation.

To effectively conclude the discussion section, carefully review the text, ensuring that irrelevant information is omitted. Avoid introducing new data or overwhelming the section with excessive details not previously presented in the results section. Instead, focus on being specific and succinct in your summary paragraphs, offering a holistic view of the main points addressed.

By dedicating a few sentences to systematically organize and summarize the insights presented throughout the discussion, you provide a cohesive and structured overview of the findings. This summary serves as a bridge connecting the research questions, methodology, results, and implications discussed throughout the dissertation, reinforcing the coherence and significance of your work.

Remember, this summary is an opportunity to reaffirm the relevance and contributions of your research, underscoring its value within the broader academic discourse. By crafting a concise and impactful summary, you leave readers with a lasting impression of your dissertation and its implications for future research in the field.

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How to Write Your Thesis Discussion Section

The discussion section is the most critical aspect of your thesis. It is written after presenting your data in the results section. This article explains how to structure your thesis discussion section and what content is required.

What is the thesis discussion section?

The thesis discussion includes explanations and interpretations of your results in the context of your thesis question and  literature review , discusses their implications, acknowledges their limitations, and gives recommendations. In doing so, you make an argument to support your conclusion .

What should the thesis discussion section include?

• A summary of your key findings

This analysis does not support the theory that…

• The answer to your thesis question

These findings confirm our hypothesis that…

• An interpretation of your findings

Our findings agree with the theory proposed by Jones (2019)…

• The implications of your findings

The data provide new evidence of…

• The limitations of your findings (i.e., what can’t the results tell us)

This study only included individuals living in urban areas, and the results may not be generalizable to populations in rural areas…

• Suggestions of practical applications of your findings

X should be taken into consideration when…

• Recommendations for further scientific investigations

Further studies are necessary to…

What should the thesis discussion section not include?

• A restatement of all your results
• The introduction of new results . All results in the discussion section must have been presented in the results section.
• Speculations that can’t be supported by your data
• Results that do not directly relate to your thesis question or hypothesis
• Tables and figures (these are usually included in the results section)

How does the discussion overlap with other thesis sections?

The content in the thesis discussion section overlaps with the results section — the results section presents the data, and the discussion section interprets it. The structure of the discussion section differs according to the type of research ( quantitative vs. qualitative ). In qualitative research, such as in the Humanities and Social Sciences (HSS) domain, the discussion and results from sections are often combined. In thesis studies involving quantitative research, such as in the Sciences domain, these sections are usually written separately.

The content in the thesis discussion section also overlaps with the conclusion section — the discussion section presents a detailed analysis and interpretation of the data, and the conclusion section summarizes the main findings of the discussion. The discussion and conclusion sections may also be combined into a single section in some fields of study. If you are unsure of which structure to use, ask your supervisor for guidance and check the requirements of your academic institution.

How to write a thesis discussion

The discussion section of a thesis starts with an interpretation of the results and then places the findings in the general context of the field of study.

The discussion section is the most critical section of your thesis and will probably be the hardest to write. The discussion section of a thesis starts with an interpretation of the results and then places the findings in the general context of the field of study. This section also demonstrates your ability to think critically and develop innovative solutions to problems based on your findings, resulting in a deeper understanding of the research problem.

Because it can be daunting to write the thesis discussion section in one go, first prepare a draft according to the following steps:

• Prepare an outline that broadly states your argument and how your results support it.
• Strengthen your argument by mapping out how your results fit into the outline.
• Place unexpected or controversial results in context and describe what may have caused them.
• Go back to your literature review to identify any studies that you might want to delve into in greater detail given the findings of your study.
• Identify study limitations.
• Briefly summarize the importance and implications of your findings.
• Recommend any practical applications of your study findings.
• Suggest future work that could build on your findings or address study limitations.

Once you are happy with your draft, it’s time to finalize the thesis discussion section. Use the steps below as a guideline:

• First, restate your thesis question and hypothesis that were stated in the introduction.
• Then, use your findings to support the answer to your thesis question.
• Defend your answers by discussing other studies with correlating results.
• Explain how your findings consistently fit in with the current literature and mention how they address knowledge gaps in the field.
• Mention studies that conflict with your findings, and try to explain possible causes of these contradictions (e.g., population size, inclusion and excision criteria, differences in data collection and analysis methods).
• Address any unexpected findings. Describe what happened and then discuss the potential causes (e.g., a skewed response rate, sampling bias, or changes in the equipment used). Because they could have been caused by a flawed sampling method or an incorrect choice of methodology, carefully check that you have adequately justified your methodological approach. In extreme cases, you may need to restructure your hypothesis or rewrite your introduction.
• Research studies are expected to have limitations and weaknesses. Mention all of them and how they may have impacted the interpretation and validity of your findings. Some limitations could highlight areas that require further study.
• Summarize the practical applications and theoretical implications of your findings.
• Recommend potential areas for future research.

How do I interpret my results?

The thesis discussion section must concisely interpret the results and assign importance to them. This is achieved by:

• Identifying relationships, patterns, and correlations in the data
• Discussing whether the findings support your hypothesis
• Considering alternative explanations while also justifying your chosen explanation
• Emphasizing novel results and explaining how they fill knowledge gaps
• Explaining unexpected results and determining their significance

How do I discuss the implications of my results?

The discussion section of your thesis explains how your findings fit in with and contribute to the existing literature. This refers back to the literature review section of your thesis. The following questions should be addressed:

• Are your findings supported by other studies, and do they add to the body of knowledge or address a gap?
• Do your findings disagree with other studies? If so, determine or suggest the reason(s) why.
• Do your findings challenge or support existing theories?
• What are the practical implications of your findings?

How do I acknowledge the limitations of my study?

It is expected that all studies will have limitations. When discussing your study limitations, don’t undermine your findings . A good discussion of the limitations will strengthen your study’s credibility.

Examples of study limitations: sample size, differences in methods used for data collection or analysis, study type (e.g., retrospective vs. prospective), inclusion/exclusion criteria of the study population, effects of confounders, researcher bias, and robustness of the data collection method.

How do I make recommendations for future research?

Recommendations should either be included in the discussion or the conclusion section of your thesis, but not in both. This could include:

• Addressing questions related to your study that remain unanswered
• Suggesting a logical progression of your research study using concrete ideas
• Suggesting future work based on the study limitations you have identified

Example: Future studies using a larger sample size from multiple sites are recommended to confirm the generalizability of our findings. Example: We suggest that the participants are re-interviewed after 5 years to determine how their perception of this traumatic experience has changed.

Tips for writing the thesis discussion section

• Use subheadings to break down the discussion into smaller sections that identify key points.
• Maintain consistency with the introduction  and  literature review sections. Use the same point of view, tone, and terminology.
• Be concise .
• Be logical. Present the discussion in the same sequence as the results unless there is an unexpected or novel finding that should be emphasized first.
• Do not use jargon, and define all technical terms and abbreviations/acronyms.
• Cite all sources. The majority of references cited in the thesis discussion section should be recent (i.e., published within the past 10 years).
• Avoid plagiarism .

A thesis is the most crucial document that you will write during your academic studies. For professional thesis editing and thesis proofreading services , visit Enago Thesis Editing for more information.

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Review Checklist

Are your  key findings summarized in the thesis discussion section?

Have you  interpreted your findings in the context of your thesis question?

Have you shown how your findings fit in by  discussing differences and similarities with current literature as well as any gaps in the literature that your findings address?

Have you  explained the significance of your findings?

Have you  contemplated alternative explanations for your findings?

Have you  explained the practical and/or theoretical implications of your findings?

Have you identified and  evaluated the limitations of your study?

Have you  recommended practical actions or areas that require further studies based on your findings?

What tense is used to write the thesis discussion section? +

Use the present tense when referring to established facts. Use the past tense when referring to previous studies.

What is the difference between the discussion and conclusion sections of a thesis? +

The  discussion section is a detailed analysis and interpretation of the study results that place them in context with the associated literature. The  conclusion section is much shorter than the discussion section. It mentions the main points of the discussion section, tells the reader why your research is important, and makes recommendations based on your study findings.

What is the difference between the results and discussion sections of a thesis? +

The results section objectively reports the study findings without speculation. The discussion section interprets the findings, puts them into context, and assigns importance to them.

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• Results/Findings

Alternative Structures

The time has come to show and discuss the findings of your research. How to structure this part of your dissertation? 

Dissertations can have different structures, as you can see in the dissertation  structure  guide.

Dissertations organised by sections

Many dissertations are organised by sections. In this case, we suggest three options. Note that, if within your course you have been instructed to use a specific structure, you should do that. Also note that sometimes there is considerable freedom on the structure, so you can come up with other structures too. 

A) More common for scientific dissertations and quantitative methods:

- Results chapter 

- Discussion chapter

Example: 

• Introduction
• Literature review
• Methodology
• (Recommendations)

if you write a scientific dissertation, or anyway using quantitative methods, you will have some  objective  results that you will present in the Results chapter. You will then interpret the results in the Discussion chapter.  

B) More common for qualitative methods

- Analysis chapter. This can have more descriptive/thematic subheadings.

- Discussion chapter. This can have more descriptive/thematic subheadings.

• Case study of Company X (fashion brand) environmental strategies 
• Successful elements
• Lessons learnt
• Criticisms of Company X environmental strategies 
• Possible alternatives

C) More common for qualitative methods

- Analysis and discussion chapter. This can have more descriptive/thematic titles.

• Case study of Company X (fashion brand) environmental strategies 

If your dissertation uses qualitative methods, it is harder to identify and report objective data. Instead, it may be more productive and meaningful to present the findings in the same sections where you also analyse, and possibly discuss, them. You will probably have different sections dealing with different themes. The different themes can be subheadings of the Analysis and Discussion (together or separate) chapter(s). 

Thematic dissertations

If the structure of your dissertation is thematic ,  you will have several chapters analysing and discussing the issues raised by your research. The chapters will have descriptive/thematic titles. 

• Background on the conflict in Yemen (2004-present day)
• Classification of the conflict in international law  
• International law violations
• Options for enforcement of international law
• Next: Results/Findings >>
• Last Updated: Aug 4, 2023 2:17 PM
• URL: https://libguides.westminster.ac.uk/c.php?g=696975

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12 Steps to Write an Effective Discussion Chapter

November 5, 2016 by Dissertation Genius

This article gives doctoral dissertation students valuable guidance on how to go about writing their Discussion chapter. The article starts by outlining the main goals and writing approaches. Then the article explains 12 specific steps to take to write an effective discussion chapter.

Discussion Chapter: Main Goals and Writing Approaches

You should always keep in mind the main goals when writing your Discussion chapter. These include stating your interpretations, declaring your opinions, explaining the effects of your findings, and making suggestions and predictions for future research.

With the main goals mentioned, it is interesting to note how to go about writing this chapter. To do this, follow three important suggestions:

• Answer those questions posed in the introduction (central research questions)
• Show how the answers are supported by the results
• Explain how the answers fit relative to the existing body of knowledge about the subject

Keep in mind that the Discussion chapter can be considered the most important part of your dissertation. Therefore, don’t be surprised if you may need more than one writing attempt for this chapter.

The 12 Steps to an Effective Discussion Chapter

To make sure your message remains crystal-clear, the Discussion chapter should be short and sweet, but it should fully state, support, elaborate, explain, and defend your conclusions. Take great care to ensure the writing is a commentary and not simply a regurgitation of results. Side (distracting) issues should not be written about because they will cloud the essence of your message. There is no perfect dissertation, but help your reader determine what the facts are and what is speculation.

Here are 12 steps to keep in mind when writing your Discussion Chapter:

• Always try to structure your Discussion chapter from the ‘specific’ to the ‘general’: expand and transition from the narrow confines of your study to the general framework of your discipline.
• Make a consistent effort to stick with the same general tone of the introduction. This means using the same key terms, the same tense, and the same point of view as used in your introduction.
• Start by rewriting your research questions and re-stating your hypothesis (if any) that you previously posed in your introduction. Then declare the answers to your research questions – make sure to support these answers with the findings of your dissertation.
• Continue by explaining how your results relate to the expectations of your study and to literature. Clearly explain why these results are acceptable and how they consistently fit in with previously published knowledge about the subject. Be sure to use relevant citations.
• Make sure to give the proper attention for all the results relating to your research questions, this is regardless of whether or not the findings were statistically significant.
• Don’t forget to tell your audience about the patterns, principles, and key relationships shown by each of your major findings and then put them into perspective. The sequencing of this information is important: 1) state the answer, 2) show the relevant results and 3) cite the work of credible sources. When necessary, point the audience to figures and/or graphs to ‘enhance’ your argument.
• Make sure to defend your answers. Try to do so in two ways: by explaining the validity of your answer and by showing the shortcomings of others’ answers. You will make your point of view more convincing if you give both sides to the argument.
• Also make sure to identify conflicting data in your work. Make a good point of discussing and evaluating any conflicting explanations of your results. This is an effective way to win over your audience and make them sympathetic to any true knowledge your study might have to offer.
• Make sure to include a discussion of any unexpected findings. When doing this, begin with a paragraph about the finding and then describe it. Also identify potential limitations and weaknesses inherent in your study. Then comment on the importance of these limitations to the interpretation of your findings and how they may impact their validity. Do not use an apologetic tone in this section. Every study has limitations.
• Conduct a brief summary of the principal implications of your findings (do this regardless of any statistical significance). Make sure to provide 1-2 recommendations for potential research in the future.
• Show how the results of your study and their conclusions are significant and how they impact our understanding of the problem(s) that your dissertation examines.
• On a final note, discuss everything this is relevant but be brief, specific, and to the point.

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• How to Write a Discussion Section | Tips & Examples

How to Write a Discussion Section | Tips & Examples

Published on 21 August 2022 by Shona McCombes . Revised on 25 October 2022.

The discussion section is where you delve into the meaning, importance, and relevance of your results .

It should focus on explaining and evaluating what you found, showing how it relates to your literature review , and making an argument in support of your overall conclusion . It should not be a second results section .

There are different ways to write this section, but you can focus your writing around these key elements:

• Summary: A brief recap of your key results
• Interpretations: What do your results mean?
• Implications: Why do your results matter?
• Limitations: What can’t your results tell us?
• Recommendations: Avenues for further studies or analyses

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Table of contents

What not to include in your discussion section, step 1: summarise your key findings, step 2: give your interpretations, step 3: discuss the implications, step 4: acknowledge the limitations, step 5: share your recommendations, discussion section example.

There are a few common mistakes to avoid when writing the discussion section of your paper.

• Don’t introduce new results: You should only discuss the data that you have already reported in your results section .
• Don’t make inflated claims: Avoid overinterpretation and speculation that isn’t directly supported by your data.
• Don’t undermine your research: The discussion of limitations should aim to strengthen your credibility, not emphasise weaknesses or failures.

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Start this section by reiterating your research problem  and concisely summarising your major findings. Don’t just repeat all the data you have already reported – aim for a clear statement of the overall result that directly answers your main  research question . This should be no more than one paragraph.

Many students struggle with the differences between a discussion section and a results section . The crux of the matter is that your results sections should present your results, and your discussion section should subjectively evaluate them. Try not to blend elements of these two sections, in order to keep your paper sharp.

• The results indicate that …
• The study demonstrates a correlation between …
• This analysis supports the theory that …
• The data suggest  that …

The meaning of your results may seem obvious to you, but it’s important to spell out their significance for your reader, showing exactly how they answer your research question.

The form of your interpretations will depend on the type of research, but some typical approaches to interpreting the data include:

• Identifying correlations , patterns, and relationships among the data
• Discussing whether the results met your expectations or supported your hypotheses
• Contextualising your findings within previous research and theory
• Explaining unexpected results and evaluating their significance
• Considering possible alternative explanations and making an argument for your position

You can organise your discussion around key themes, hypotheses, or research questions, following the same structure as your results section. Alternatively, you can also begin by highlighting the most significant or unexpected results.

• In line with the hypothesis …
• Contrary to the hypothesised association …
• The results contradict the claims of Smith (2007) that …
• The results might suggest that x . However, based on the findings of similar studies, a more plausible explanation is x .

As well as giving your own interpretations, make sure to relate your results back to the scholarly work that you surveyed in the literature review . The discussion should show how your findings fit with existing knowledge, what new insights they contribute, and what consequences they have for theory or practice.

Ask yourself these questions:

• Do your results support or challenge existing theories? If they support existing theories, what new information do they contribute? If they challenge existing theories, why do you think that is?
• Are there any practical implications?

Your overall aim is to show the reader exactly what your research has contributed, and why they should care.

• These results build on existing evidence of …
• The results do not fit with the theory that …
• The experiment provides a new insight into the relationship between …
• These results should be taken into account when considering how to …
• The data contribute a clearer understanding of …
• While previous research has focused on  x , these results demonstrate that y .

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Even the best research has its limitations. Acknowledging these is important to demonstrate your credibility. Limitations aren’t about listing your errors, but about providing an accurate picture of what can and cannot be concluded from your study.

Limitations might be due to your overall research design, specific methodological choices , or unanticipated obstacles that emerged during your research process.

Here are a few common possibilities:

• If your sample size was small or limited to a specific group of people, explain how generalisability is limited.
• If you encountered problems when gathering or analysing data, explain how these influenced the results.
• If there are potential confounding variables that you were unable to control, acknowledge the effect these may have had.

After noting the limitations, you can reiterate why the results are nonetheless valid for the purpose of answering your research question.

• The generalisability of the results is limited by …
• The reliability of these data is impacted by …
• Due to the lack of data on x , the results cannot confirm …
• The methodological choices were constrained by …
• It is beyond the scope of this study to …

Based on the discussion of your results, you can make recommendations for practical implementation or further research. Sometimes, the recommendations are saved for the conclusion .

Suggestions for further research can lead directly from the limitations. Don’t just state that more studies should be done – give concrete ideas for how future work can build on areas that your own research was unable to address.

• Further research is needed to establish …
• Future studies should take into account …
• Avenues for future research include …

Cite this Scribbr article

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.

McCombes, S. (2022, October 25). How to Write a Discussion Section | Tips & Examples. Scribbr. Retrieved 22 April 2024, from https://www.scribbr.co.uk/thesis-dissertation/discussion/

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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 .

Psst... there’s more!

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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• Vital Tips on How to Write a Dissertation Introduction

Most students start to wonder how to write a dissertation introduction after choosing their project topics. Now, they are sitting in front of their laptop, staring at the blank Word page and pondering where to begin. A dissertation is a lengthy, challenging work that determines how well you understand your subject, what original ideas you can contribute to it, and whether you deserve your degree. To succeed, students must face months of extensive research and brainstorming. Ironically, writing your first words is often the hardest part.

If you’ve been worrying about starting your dissertation, you’ve found the right guide. StateOfWriting team comprises talented experts who have written numerous powerful dissertations. They collaborated to create an academic guide featuring facts, insights, tips, and examples that will help you understand how to write introduction for dissertation. As Maya Angelou wisely said, " Do  the  best you can until you know better .  Then  when  you know better ,  do better ." This guide is designed to help you learn more so that you can truly prepare your dissertation better. Examine it and say goodbye to your questions!

Key Suggestions on Writing a Solid Intro for Your Dissertation

What is an introduction? It’s the first section of a work with two major goals. First, it informs readers of what topic you intend to explore: they must feel interested and enlightened, forming a clear idea of what kind of research they’re about to delve into. Its second function is to provide a topic roadmap, showcasing what you’ll be doing to investigate it. Now let’s cover the key components each dissertation introduction should contain.

Dissertation Introduction Structure

Structure is one of the biggest problems with academic writing because most people loathe it. As a student, you’d probably prefer to present your thoughts naturally, giving idea after idea until you think you’ve said everything there was to say. Unfortunately, the education sphere is strict in this regard, especially in Great Britain. All dissertations must have a clearly defined structure; all students must stick to it. Cheer up, though! We will explain everything:

• Hook. What to include in introduction of dissertation first? An interesting sentence. Yes, it’s that simple. This sentence is called a hook because it has a similar purpose to a fish hook: it must reel readers in and catch their attention. When someone reads the first sentence of your introduction, they must feel immediately intrigued. You can achieve this effect by presenting a shocking fact, interesting statistics, or a line that uniquely resonates with people. Give it some thought.  
• Context. The next element in our guide on how to write dissertation introduction is background. Give your audience some context on what you’re investigating. Start gradually, leading from general to more specific points. You need to show the context of your key theme, explaining why and how it emerged, its effect, and what can be done about it. 
• Scope area. To learn how to write an introduction for a dissertation, you’ll have to see different examples. Once you do, you’ll realise that most of them mention other scholars’ research. That’s what you should include as well. Disclose whether your topic is popular, with many articles and books covering it, or if it’s rare and lacks a substantial body of research. Establish which area or population it affects.      
• Overall relevance. Before writing an introduction for a dissertation, students should get dissertation proposal help and get this proposal approved by their professor. If you acquired it already, then you have nothing to worry about. If you were allowed to explore your topic, it must be relevant; now, all you have to do is confirm its relevance again, this time more profoundly. Reveal why researching it is a good idea. Indicate how many implications your study might have and what changes it may lead to. This highlights that a particular topic is not fully explored yet, hence why you chose it for your research.
• Research questions. Another part of the introduction dissertation structure is the leading research questions. At this point, you have formulated your topic and its background. Now you should demonstrate what exactly you’re trying to prove. Present the crucial questions you’ll be seeking to answer.  
• Structure overview. This point is closely connected to the previous one. One of the keys to learning how to write a good introduction for a dissertation is being specific. You’ve described your main questions; now explain what each section of your introduction will do to answer them. Consider it a summary that goes through your entire project.

What Should a Dissertation Introduction Include

You’ve understood which elements the introduction consists of. That’s great, but you should know how a professional dissertation writer would approach this task. Every person has a unique vision, so they may spend more time describing some points while nearly omitting the others. Whatever you do, be sure to cover these aspects.

• Your personal interest. Before writing introduction for dissertation, all students decide on their topics. Hopefully, you can choose something you really like. Even if you have mixed thoughts about it, attempt to find something engaging that will allow you to feel at least some passion towards it. You must pour this passion into words, making your tone lively and compelling. If your readers sense your boredom in the disjoined ideas and dry language, they might lose interest in reading further.
• The central aim of the dissertation. What to write in dissertation introduction for certain? Its objectives. Dedicate significant attention to them because you should make it very clear what goals your research is pursuing. Check online examples if you’d like to see how professionals do it. We’ll come back to this little tip later.
• Other researchers’ studies. When writing dissertation introduction, include a couple of references to the major credible sources you’ll be relying on in your research. Don’t perform a literature review here, but present several facts supported by the articles or books you’ve located. This acquaints your audience with the sources they’ll encounter later in the body of your dissertation.
• Professional tone. What should a dissertation introduction include that we haven’t already mentioned? Your overall writing tone. As you probably understand, a dissertation is a serious project that requires a meticulous academic approach. Use more complex words and phrases than you normally do. Utilize synonyms and start your sentences in different ways to avoid repetitions — for example, switch between infinitives, gerunds, and nouns at the start of your lines.

Avoid This When Writing Introductions

You know how to start a dissertation introduction, but you should also learn what you should avoid when writing it. There are many rules. We chose the most relevant ones you should review.

• Direct quotes. Don’t use direct citations in your introduction unless absolutely necessary. This section showcases your ideas. You must present your own thoughts, not rely on someone else’s opinion.
• Topic discussion. Some students ramble in their introduction. Avoid doing the same. Tease your audience with some facts about your topic without giving much away. Introduce, don’t discuss. There’ll be space for it later.
• Informal language. When writing a dissertation introduction, avoid contractions, phrasal verbs, and first-person pronouns. Their usage will damage the validity of your project.
• Conclusion. Never present your study's conclusion in the first section. Even if you have all the numbers and facts, leave them for later sections. Like your readers, you’re supposed to be clueless at this point.

5 Suggestions from Top Dissertation Experts

Our British experts shared advice rooted in their experience with dissertation writing. Hopefully, you’ll find their tips beneficial. 

• See online examples. Before writing your dissertation, see how other people did it.
• Write an introduction to dissertation last. Your plans and goals might change after you start performing research, so instead of re-writing your introduction later, create it last. 
• Be aware of the size of this section. Typical introductions cannot exceed 10% of the total word count.
• Seek assistance if you feel insecure. If you start thinking, “I’d rather pay someone to write my dissertation instead of doing it myself”, perhaps you should do just that. Don’t rush, though. Order an introduction or any other chapter first, then see how it’ll make you feel. Perhaps, after getting support and seeing an introduction dissertation example, you’ll feel confident again and resume writing your project.
• Edit it at least twice. Re-read your dissertation a day and then preferably a week after writing it. This will give you different perspectives, letting you catch the mistakes your tired eyes might have missed.

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Criteria Judging If You Learned How to Write a Good Dissertation Introduction

If you’ve ever seen the college grading rubric, you probably know how many categories it entails. In Great Britain, professors assess students’ dissertations part by part. The introduction has a separate column, which can either earn you points or make you lose them. Check it out and keep it close when you start your writing process.  

• Length. Don’t let your dissertation exceed 10%.
• Fluency. It’s an inherent part of every work.
• Structure. It should be like in the dissertation introduction template we’ve shared above.
• Content. You get or lose points depending on how relevant your text is.
• Formatting. Follow the rules of APA or any other style you need. Watch out for commas and italics usage.

A Well-Written Dissertation Introduction Example

Seeing something once is more impactful than learning theory. We prepared a brief sample of a dissertation introduction on the topic “ How Psychopathy Differs Between Children of Different Genders ”. Then, we analysed it to underline its strengths.

Introduction Example Psychopathy remains an understudied disorder with the power to alter people’s lives indefinitely. There is differing information on how early it emerges in a child, with some sources stating it happens within the first two years (Liren & Tyrell, 2022) and others insisting that it surfaces after age 5 (Makenshin, 2023). Regardless of the specific onset age, it is clear that psychopathy begins to unfold in young children, but few studies covered how it is displayed in males and females. It is important to understand if the genders have different manifestations because it will allow recognising psychopathy sooner as well as developing more appropriate therapy plans. This study aims to answer the following questions: “How does psychopathy differ in young males and females? Do psychopathic males show more aggressiveness?” The work will consist of five sections: a literature review, which analyses the available sources on the topic; methodology, which describes the process and means of investigation; findings, which present the results; discussion, which discusses these results; and conclusion. It will offer recommendations for future researchers.

Analysis of Good Dissertation Introduction

As you see from this example, the first sentence is a hook. It affects readers by addressing the lack of sufficient research on the topic and underlining its devastating effect. The following sentences establish the context and the scope, referencing two important sources. The last sentence of the first paragraph reveals the relevance of the topic and the implications of researching it. The second paragraph presents research questions and a quick dissertation overview. Note the use of complex words and formal language. If you have read this far, it means that you have decided to fully understand this issue. This article and bonus examples of dissertation chapters are for you.

FAQ on How to Start Dissertation Introduction

• How long should a dissertation introduction be?

Count what constitutes 10% of your total text and ensure that your introduction doesn’t exceed this number. For example, if your project has 5000 words, its starting section should be around 500 words. 

• How many pages does an intro for a dissertation have?

Don’t consider the number of pages unless you’re ordering your introduction from a writing service (in which case 1 page equals 300 words). Focus on the word count. Remember the 10% rule: this is the maximum permissible length of your introduction.

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Thesis Helpers

Find the best tips and advice to improve your writing. Or, have a top expert write your paper.

Thesis Discussion Writing Guide For All Levels

A thesis discussion is the framing section of this paper. When writing this section, the author delves into the importance, meaning, and relevance of the results. The focus of this section should be on the explanation and evaluation of the findings. Here, you should show how your findings relate to the research questions and literature review. Your discussion should also make an argument that supports the overall conclusion.

The results and discussion in thesis form one of the most difficult parts to write. That’s because this section requires the author to think about the meaning and implication of their research. To be effective, the discussion chapter of a thesis should tell readers more about the meaning of the study and its importance. It should be well-written and organized to make it easier to read and understand.

Importance of Thesis Discussion

A discussion in thesis writing is a section that includes the interpretations and declaration of the writer’s opinions. It’s also the section where the writer explains the effects of their findings while making predictions and suggestions for future research. Here are some of the major reasons why the discussion section is important:

• It answers the questions posed in the thesis introduction
• It shows how the results of your research supported the answers to these questions
• It explains how those answers fit in the existing knowledge body about your research subject

A Ph.D. thesis discussion chapter can be maybe considered very important. Therefore, you might have to make several attempts when writing this chapter. Our thesis writers can help you out if you got stuck.

How to Write a Discussion Chapter in a Thesis

There are different ways of writing discussion for thesis. But, this chapter should start with the reiteration of the research problem and a summary of the major findings. All reported data should not be repeated in this section. However, the section should include a statement of the results that answers the research question. This introduction should not exceed a paragraph.

When writing a discussion, make sure that the introduction of your discussion chapter in thesis tells the readers what the results indicate or demonstrate. You can also tell your readers what the findings suggest or whether they support a certain theory. The discussion section of a thesis should essentially be focused on the following key elements.

• Identify patterns, correlations, and relationships of the data
• Discuss whether the findings supported the expectations you had or your hypothesis
• Contextualize the results within the existing theory or research
• Consider alternative explanations while arguing for your stance
• Explain the unexpected results and evaluate their significance
• Do your findings agree with the previous research and what addition do they have?
• Are your results different from those of previous studies and if so, why?
• Do the findings challenge or support the existing theories?
• What are the practical implications of your study?

The methodologies and research design that you use can cause limitations to your study. Unanticipated obstacles can also limit your study. Nevertheless, mention limitations only if they have direct relevance to the objectives of your research. Also, evaluate the impact of those limitations on the achievement of your research goals.

Good results and discussion thesis example can highlight a limited or small sample size as a limitation. This is a relevant limitation because it hinders the generalization of the findings.

Similarly, a discussion section can explain the problems encountered when analyzing or gathering data and how this influenced the findings. The effects of possible confounding variables that can’t be controlled should also be acknowledged in this section.

• Recommendations In some cases, the results and discussion sample thesis can feature recommendations for further research or practical implementation. However, there are cases where recommendations are featured in the conclusion.But, you can suggest further research immediately after stating the limitations of your study and their impact. Instead of just stating that further research is necessary, provide concrete ideas for future work. Show the readers how future studies can be built on the areas that your study couldn’t address.

What to Discuss in Discussion Thesis Chapter

Many learners want to know how to write discussion chapter in Ph.D. thesis because they don’t know what to discuss. Some learners are even confused between the discussion and conclusion chapters of a thesis. But, these chapters are different and they should have varying content.

Here’s what the discussion chapter should cover:

Interpretation of the research results Comparison of the results with those of the previous studies Contributions of your research to the existing knowledge body Limitations of the study Unexpected results How the results support or refute a certain theory or findings of the previous studies

On the other hand, a conclusion should mainly restate the hypothesis and the most important results. It should also highlight the limitations and significance of the study while suggesting a future direction.

How to Make Your Discussion More Effective? Avoid These Things!

Your discussion chapter should look like an inverted pyramid. Ideally, you should start from a general perspective and then narrow down to the specifics. But, make sure that your findings are linked to the literature, theory, and practice if possible. However, many learners don’t know how to do this. This is one of the major reasons why they want to learn how to write discussion thesis section.

For even better discussions, follow these tips to help with dissertation or thesis and to make it the best it can be:

• Restating your findings If you must remind your readers of the results of your study, use bridge sentences. For instance, tell your readers what a certain finding suggests instead of just re-stating it.
• Repeating recommendations Do not include recommendations in both the discussion and the conclusion parts of your paper. Instead, include recommendations either in the conclusion or discussion section of your thesis.
• Introducing new results Be careful to avoid introducing new results or information when trying to interpret a finding.
• Over-using first person This is one of the most important things to note when learning how to write a thesis discussion. You can use the first person in your thesis. However, using it excessively will distract your readers from your major points.

Learning how to write discussion section of thesis can make all the difference in terms of the grade that you graduate with from college or university. Stylistically, this section should read like bulleted points that have been written in paragraph form. Subheadings can be used if that makes sense. And, the length of this section should also depend on the scope of the study.

Get Thesis Discussion Help Right Now

Now that you got all the rules, you have to write your thesis discussion. It might take awhile, and perhaps you have a lot of other things to take care of. Let us help you! Our professional custom dissertation services include some of the best writers in the biz. They are experts in their respective fields and help you succeed in your thesis writing. Research, editing, writing, whatever you might need, we can help you.

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8 Tips for Writing Dissertation Data Analysis to Elevate Your Scholarship

Dissertation data analysis is the process by which researchers interpret findings to drive useful insights. In this way, they can divide the big chunks of results into smaller fragments that make more sense to the reader. It helps to draw evidence-based conclusions and provides the basis for making claims and recommendations. 

Writing up such data analysis is not a skill that someone is born with. You need guidance or practice to meet the standards. If you want to elevate your research skills by writing an exceptional data analysis for your thesis, then consider the guidance provided in this article. Here are the top tips that can help you while you are describing your approach to draw results. If a deeper understanding of the process stresses its complexity, then asking for dissertation help online can take away this academic anxiety. The experts are well aware of the patterns, trends and relationships within the data. So, the write-up can stand out as unique due to the exceptional organizations involved. 

Keep reading to learn the top tips for writing a data analysis chapter in your dissertation. This way, you can stand out in the increasing competition by showcasing your research skills to readers. 

What Is a Data Analysis Dissertation?

Dissertation data analysis is the systematic examination, organization, or interpretation of data from your research findings. The intent is to define patterns to provide a deeper understanding of the qualitative or quantitative results. It addresses the intriguing research question in data analysis dissertations. 

How Do You Write Data Analysis Dissertation? 8 Tips

In presenting data analysis for dissertation, you need to define the statistical test conducted for the process. You will also crack the assumptions underlying these tests, the sample size and how to conclude. Here we will demystify the process of writing the data analysis of your dissertation. These are the expert tips that can assist you in addition to a basic understanding of the process. 

1. The Data Must Be Relevant 

Do not blindly follow all the data collected in the data analysis and findings dissertation. For the data analysis, you will check which part of the data has a close resemblance with your research objectives. The inclusion of irrelevant data will showcase the incoherence of the findings. Ultimately, it can raise questions about your research expertise. 

2. Use Appropriate Methods 

You must use appropriate dissertation data analysis methods to fulfill your aims. These methods need to be justified by providing proper reasoning. Remember that the reader should not feel that you chose your method haphazardly. Rather write in the data analysis chapter dissertation how you find these approaches meaningful. 

3. Make Use of Info Graphics 

It can be difficult to cover large amounts of information within a given word count limit in dissertation data analysis. So, you should use all the possible means to present the data that you collected. Consider using diagrams, graphs, charts, and formulas to provide a unique advantage to the paper. If it seems difficult for you to present your findings in a presentational way, then availing yourself of dissertation writing services UK can be one of the best possible options. These experts can better illustrate the data in a succinate manner that no longer bores the reader with long phrases. 

4. Explain Thoroughly 

Most of the students make this mistake when conducting qualitative data analysis in dissertations. They think that writing a quote is enough for the reader to understand. Remember, a qualitative data analysis dissertation never speaks for itself. You should demonstrate all the areas with a critical perspective so that no ambiguity remains for the reader.  

5. Write Some Data in the Appendix  

It is always scary for the writer to remove long information from dissertation data analysis if it seems irrelevant after proofreading. If you feel unwilling to cut down the long data that you spend hours collecting, then simply shift it to the appendix. Only the most relevant snippet of the information should be part of the dissertation itself. 

The National Academies Press presents a sample of the appendix where questionnaires are used to illustrate the data. 

6. Consider Various Interpretations 

You will cover this part in the discussion chapter of the data collection and analysis dissertation. Here demonstrate the trends, patterns and themes within the data. Highlight the strengths as well as limitations so that there must not be any bias in the findings. 

7. Relate With Previous Literature 

It is advisable to compare your dissertation data analysis with other academia to highlight the points of agreement and differences. Make sure that your findings are consistent with the previous data or does it create some sort of controversy in the literature? It is important to create this link explicitly. 

8. Seek Professional Help 

Writing a dissertation itself is not a difficult process. A researcher who can go through the complex research process can also perform well in writing those findings. However, the critical analysis of these findings may be challenging. Dissertation data analysis is more than presenting what has been found out after experimentation. 

If including a critical perspective in your writing is difficult for you, ask a dissertation writer to conduct these critiques for you. These experts offer customized assistance tailored to the specific needs of the researcher. 

How Do You Write a Statistical Analysis for A Dissertation?

To write the statistical dissertation data analysis, the below five-step guide can direct you to its effective implementation. 

• Describe your hypothesis and research design.
• Data collection. 
• Summarise your findings and give a descriptive explanation. 
• Test your hypothesis. 
• Interpret findings. 

Data Analysis Dissertation Examples

The Bridge Point Education describes the whole dissertation writing process. The dissertation data analysis chapter can be helpful for students struggling with the complexity of it. All the related details, such as what to discuss here and how to align with the research design, are mentioned in side notes as,  

Conclusion 

The dissertation data analysis is one of the most important chapters of your dissertation. It involves the critical evaluation of your results. Consequently, you will tell the reader how the specific methodology and the draw conclusions are sound to be used in your research design. 

The data analysis section of a dissertation is not only essential but also difficult. Many students struggle here as they do not know how to identify the related pattern and organize their thoughts. That is why we presented expert tips to assist the process smoothly. It involves using relevant data, an appropriate approach, a thorough explanation, infographics, an appendix, or relating your findings to previous literature. All of this means contributing to the quality of your paper.

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• TEAL Paragraph Development: An Approach to Developing Strong, Meaningful Body Paragraphs

by acburton | Apr 25, 2024 | Resources for Students , Writing Resources

Raise your hand if you have heard of the ‘5-paragraph essay’. Organizing a relatively short set of ideas with an introduction, three body paragraphs, and a conclusion may seem simple enough and effective for a multitude of assignments.  However, when making complex arguments, reviewing a deep topic, or writing a lengthy term paper, you may need more than 5 paragraphs. What then?!

That’s where the TEAL paragraph formula comes in. Using TEAL (Topic Sentence, Example, Analysis, and Link to Thesis), provides you with a structure that will   give you the best results to creating an organized and developed body paragraph. Here’s how to use it!

In this post, we overview how to use TEAL. Download a Word Doc with examples to see TEAL in action.

Begin with your Topic Sentence

A topic sentence should have a piece of your major argument or thesis included, and it should be clearly stated so that the reader can see a clear connection from your thesis to your body paragraph. 

Your Topic Sentence should…

• Reference your thesis statement.
• Provide one specific idea and focus for the body paragraph.
• Clearly show the reader what this paragraph will be about and how it connects to your thesis.

Give Your Reader an Example

Along with providing you a template to discuss complex or in-depth topics, using this structure for your body paragraphs will also allow you to be sure that you are appropriately incorporating evidence into your draft.

Before you begin writing your body paragraph, the example or supporting evidence should be one of the first parts of your essay that you begin thinking about (even before you start writing your paper!). Providing your reader with an example may be the second part of TEAL (aka the second part in building your body paragraph), but you’ll want to think beforehand about how your example will support your topic sentence. If your example doesn’t support your topic sentence, then your topic sentence can’t support your thesis. Examples make it easier for you and your reader to find connections; connections that will lead to insightful points for analysis (up next!).

Examples can be direct quotations, paraphrased text, personal examples, data/statistics, etc. and no matter the type of example, you’ll want to make sure that your evidence is relevant and, again, connects to your topic sentence. Make sure every example is introduced and contextualized and that every example coming from a source other than yourself has a citation in the proper format!

Making Connections With Analysis

Analysis is an integral part of developing your body paragraphs. This is the section of your paragraph where you should be clearly explaining how your examples support your thesis and topic sentences.  

Not sure where to begin? Look to your professor’s prompts and decide what they are asking you to address in the assignment.  When you are sure that you are answering your professor’s prompt, you can also be sure that you are directly explaining how your support is addressing the key requirements of the prompt and assignment.

Things to consider…

• How does this example help your reader understand the topic sentence?
• What specific parts of this example show your topic sentence?
• What is important about this example in connection to your topic sentence?
• Aim for about 3-4 sentences of analysis per example to assure in-depth discussion

REMEMBER! Analysis will always come DIRECTLY after its respective example. You will introduce an example, provide the example, and then provide an analysis. Then, you will repeat this process until you are done giving examples. At the end, you will link the readers back to the thesis (think: T, E1, A1, E2, A2, L.)

Link Back to Your Thesis

When writing the last sentence of your body paragraph ask yourself: what is the key takeaway that the reader should get from this body paragraph? Cogitate how this paragraph (its topic sentence, example, and analysis) trace back to your thesis. How do they work together to help your reader understand your central argument? How does the evidence presented in this paragraph argue your main point? All in all, contemplate the relationship between the body paragraph that you have carefully crafted and your thesis statement.

While each body paragraph will vary in length and have its own number of examples, each paragraph must, however, incorporate each topic in TEAL. So once you have learned how to link back to your thesis in one paragraph, it’ll give you the confidence you need to do the same with the rest of your body paragraphs. It’ll also provide you with the tools to reinforce the assurance you’ve gained toward the evidence you’ve chosen and the thesis you’ve crafted before moving forward.

Bonus! Visit the Writing Center

As mentioned earlier, following the TEAL paragraph formula will often give you the best results in creating an organized and developed paragraph; however, it is not the only way to create strong paragraphs.  Depending on the assignment and professor, you may need to vary this formula. Visit us at the Writing Center if you have any questions about how to incorporate the TEAL paragraph formula into your next paper or for additional clarification about how to organize your essay using TEAL to address the prompt!

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How To Write ChatGPT Prompts To Get The Best Results

Learn how to craft powerful ChatGPT prompts to generate high-quality SEO content. Follow expert tips, examples, and strategies for layering prompts to get the best results.

ChatGPT is a game changer in the field of SEO . This powerful language model can generate human-like content, making it an invaluable tool for SEO professionals.

However, the prompts you provide largely determine the quality of the output.

To unlock the full potential of ChatGPT and create content that resonates with your audience and search engines, writing effective prompts is crucial.

In this comprehensive guide, we’ll explore the art of writing prompts for ChatGPT, covering everything from basic techniques to advanced strategies for layering prompts and generating high-quality, SEO-friendly content.

Writing Prompts For ChatGPT

What is a chatgpt prompt.

A ChatGPT prompt is an instruction or discussion topic a user provides for the ChatGPT AI model to respond to.

The prompt can be a question, statement, or any other stimulus to spark creativity, reflection, or engagement.

Users can use the prompt to generate ideas, share their thoughts, or start a conversation.

ChatGPT prompts are designed to be open-ended and can be customized based on the user’s preferences and interests.

How To Write Prompts For ChatGPT

Start by giving ChatGPT a writing prompt, such as, “Write a short story about a person who discovers they have a superpower.”

ChatGPT will then generate a response based on your prompt. Depending on the prompt’s complexity and the level of detail you requested, the answer may be a few sentences or several paragraphs long.

Use the ChatGPT-generated response as a starting point for your writing . You can take the ideas and concepts presented in the answer and expand upon them, adding your own unique spin to the story.

If you want to generate additional ideas, try asking ChatGPT follow-up questions related to your original prompt.

For example, you could ask, “What challenges might the person face in exploring their newfound superpower?” Or, “How might the person’s relationships with others be affected by their superpower?”

Remember that ChatGPT’s answers are generated by artificial intelligence and may not always be perfect or exactly what you want.

However, they can still be a great source of inspiration and help you start writing.

Must-Have GPTs Assistant

I recommend installing the WebBrowser Assistant created by the OpenAI Team. This tool allows you to add relevant Bing results to your ChatGPT prompts.

This assistant adds the first web results to your ChatGPT prompts for more accurate and up-to-date conversations.

It is very easy to install in only two clicks. (Click on Start Chat. )

For example, if I ask, “Who is Vincent Terrasi?,” ChatGPT has no answer.

With WebBrower Assistant, the assistant creates a new prompt with the first Bing results, and now ChatGPT knows who Vincent Terrasi is.

You can test other GPT assistants available in the GPTs search engine if you want to use Google results.

Master Reverse Prompt Engineering

ChatGPT can be an excellent tool for reverse engineering prompts because it generates natural and engaging responses to any given input.

By analyzing the prompts generated by ChatGPT, it is possible to gain insight into the model’s underlying thought processes and decision-making strategies.

One key benefit of using ChatGPT to reverse engineer prompts is that the model is highly transparent in its decision-making.

This means that the reasoning and logic behind each response can be traced, making it easier to understand how the model arrives at its conclusions.

Once you’ve done this a few times for different types of content , you’ll gain insight into crafting more effective prompts.

Prepare Your ChatGPT For Generating Prompts

First, activate the reverse prompt engineering.

• Type the following prompt: “Enable Reverse Prompt Engineering? By Reverse Prompt Engineering I mean creating a prompt from a given text.”

ChatGPT is now ready to generate your prompt. You can test the product description in a new chatbot session and evaluate the generated prompt.

• Type: “Create a very technical reverse prompt engineering template for a product description about iPhone 11.”

The result is amazing. You can test with a full text that you want to reproduce. Here is an example of a prompt for selling a Kindle on Amazon.

• Type: “Reverse Prompt engineer the following {product), capture the writing style and the length of the text : product =”

I tested it on an SEJ blog post. Enjoy the analysis – it is excellent.

• Type: “Reverse Prompt engineer the following {text}, capture the tone and writing style of the {text} to include in the prompt : text = all text coming from https://www.searchenginejournal.com/google-bard-training-data/478941/”

But be careful not to use ChatGPT to generate your texts. It is just a personal assistant.

Prompts and examples for SEO:

• Keyword research and content ideas p rompt : “Provide a list of 20 long-tail keyword ideas related to ‘local SEO strategies’ along with brief content topic descriptions for each keyword.”
• Optimizing content for featured snippets p rompt : “Write a 40-50 word paragraph optimized for the query ‘what is the featured snippet in Google search’ that could potentially earn the featured snippet.”
• Creating meta descriptions p rompt: “Draft a compelling meta description for the following blog post title: ’10 Technical SEO Factors You Can’t Ignore in 2024′.”

Important Considerations:

• Always Fact-Check: While ChatGPT can be a helpful tool, it’s crucial to remember that it may generate inaccurate or fabricated information. Always verify any facts, statistics, or quotes generated by ChatGPT before incorporating them into your content.
• Maintain Control and Creativity: Use ChatGPT as a tool to assist your writing, not replace it. Don’t rely on it to do your thinking or create content from scratch. Your unique perspective and creativity are essential for producing high-quality, engaging content.
• Iteration is Key: Refine and revise the outputs generated by ChatGPT to ensure they align with your voice, style, and intended message.

Additional Prompts for Rewording and SEO: – Rewrite this sentence to be more concise and impactful. – Suggest alternative phrasing for this section to improve clarity. – Identify opportunities to incorporate relevant internal and external links. – Analyze the keyword density and suggest improvements for better SEO.

Remember, while ChatGPT can be a valuable tool, it’s essential to use it responsibly and maintain control over your content creation process.

Experiment And Refine Your Prompting Techniques

Writing effective prompts for ChatGPT is an essential skill for any SEO professional who wants to harness the power of AI-generated content .

Hopefully, the insights and examples shared in this article can inspire you and help guide you to crafting stronger prompts that yield high-quality content.

Remember to experiment with layering prompts, iterating on the output, and continually refining your prompting techniques.

This will help you stay ahead of the curve in the ever-changing world of SEO.

More resources: 

• 25 ChatGPT Examples For Digital Marketers & SEOs 
• From Zero To ChatGPT Hero: How To Harness The Power Of AI In Marketing
• Leveraging Generative AI Tools For SEO

Featured Image: Tapati Rinchumrus/Shutterstock

Vincent Terrasi is the Co-founder and CTO at Draft&Goal. With more than 15 year’s experience, Vincent has become an expert ...

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