Training videos   |   Faqs

Ref-n-Write: Scientific Research Paper Writing Software

Academic Phrases for Writing Conclusion Section of a Research Paper

Overview |   Abstract   | Introduction | Literature Review | Materials & Methods | Results & Discussion | Conclusion & Future Work | Acknowledgements & Appendix

A research paper should end with a well-constructed conclusion. The conclusion is somewhat similar to the introduction. You restate your aims and objectives and summarize your main findings and evidence for the reader. You can usually do this in one paragraph with three main key points, and one strong take-home message. You should not present any new arguments in your conclusion. You can raise some open questions and set the scene for the next study. This is a good place to register your thoughts about possible future work. Try to explain to your readers what more could be done? What do you think are the next steps to take? What other questions warrant further investigation? Remember, the conclusion is the last part of the essay that your reader will see, so spend some time writing the conclusion so that you can end on a high note.

 The conclusion section of your research paper should include the following:

  • Overall summary
  • Further research

1. Overall summary

The paper concludes by arguing __ On this basis, we conclude that __ The authors concluded that __ is not confined to __ This allows the conclusion that __ The findings of this study can be understood as __ This may be considered a promising aspect of __ This may be considered a further validation of __ Remaining issues are subject of __ In summary, this paper argued that __ This aspect of the research suggested that __ In conclusion, __ seems to improve __ In summary, this paper argued that __ In conclusion, it would appear that __ The analysis leads to the following conclusions: __ It is difficult to arrive at any conclusions with regard to __ The main conclusion that can be drawn is that __ The present findings confirm __ As we have argued elsewhere __ may be considered a promising aspect of __ Ideally, these findings should be replicated in a study where __ By using __ we tested the hypothesis that __ In conclusion, __ seems to improve __ Broadly translated our findings indicate that __ This is an important finding in the understanding of the __ More generally, these basic findings are consistent with research showing that __ In addition, these findings provide additional information about __ Despite the limitations these are valuable in light of __ Overall, our results demonstrate a strong effect of __ Nevertheless, we found __ To our knowledge, this is the first report of __ Our results on __ are broadly consistent with __ The broad implication of the present research is that __ This conclusion follows from the fact that __ Collectively, our results appear consistent with __ Importantly, our results provide evidence for __ Results provide a basis for __ This experiment adds to a growing corpus of research showing __ Our data indicate that __; a result that casts a new light on __ These findings provide a potential mechanism for __ We have shown that __ Our data suggest that we still have a long way to go to __

2. Future work

Future research should consider the potential effects of __ more carefully, for example __ This assumption might be addressed in future studies. Future  research on __ might extend the explanations of __ This is very much the key component in future attempts to overcome __ In future work, investigating __ might prove important. This is desirable for future work. Future investigations are necessary to validate the kinds of conclusions that can be drawn from this study. Future studies could fruitfully explore this issue further by __ Future research is needed to delimitate __ It will be important that future research investigate __ It is a question of future research to investigate __ We believe that apart from looking for __, future research should look for __ Regardless, future research could continue to explore __ This is an issue for future research to explore. Future studies could investigate the association between __ Future studies should aim to replicate results in a larger __  Future research should be devoted to the development of __ This may constitute the object of future studies. Future research could examine __ Interesting research questions for future research that can be derived from __ In future research, more research is needed to apply and test __ This is an interesting topic for future work. Future research should further develop and confirm these initial findings by __ Future research should certainly further test whether __ As also recommended above, future research should __ Future research should examine strategically __ Future research might apply __ In addition, __ might prove an important area for future research. A number of recommendations for future research are given. Therefore, future research should be conducted in more realistic settings to __ Further research on __ issue is warranted. Further work is certainly required to disentangle these complexities in __ Looking forward, further attempts could prove quite beneficial to the literature. Further research is needed to confirm this novel finding. These result warrant further investigation via __ This provides a good starting point for discussion and further research. Further studies should investigate __ The possibility of __ warrants further investigation.

Similar Posts

Academic Writing Resources – Academic PhraseBank | Academic Vocabulary & Word Lists

Academic Writing Resources – Academic PhraseBank | Academic Vocabulary & Word Lists

In this blog, we review various academic writing resources such as academic phrasebank, academic wordlists, academic vocabulary training sites.

Academic Phrases for Writing Introduction Section of a Research Paper

Academic Phrases for Writing Introduction Section of a Research Paper

In this blog, we discuss phrases related to introduction section such as opening statement, problem definition and research aims.

Academic Phrases for Writing Abstract Section of a Research Paper

Academic Phrases for Writing Abstract Section of a Research Paper

In this blog, we discuss phrases related to the abstract section. An abstract is a self-contained and short synopsis that describes a larger work.

How to Write a Research Paper? A Beginners Guide with Useful Academic Phrases

How to Write a Research Paper? A Beginners Guide with Useful Academic Phrases

This blog explains how to write a research paper and provides writing ideas in the form of academic phrases.

Academic Phrases for Writing Literature Review Section of a Research Paper

Academic Phrases for Writing Literature Review Section of a Research Paper

In this blog, we discuss phrases related to literature review such as summary of previous literature, research gap and research questions.

Academic Phrases for Writing Methods Section of a Research Paper

Academic Phrases for Writing Methods Section of a Research Paper

In this blog, we discuss phrases related to materials and methods such as experimental setup, data collection & analysis, and statistical testing.

i humbly ask for some help here……………………i am conducting a science research on water wastage in poor areas and i have also come up with some sort of like a solution to that issue now im stuck i do not know how to wrote the future research please help

  • Pingback: Scholarly Paraphrasing Tool and Essay Rewriter for Rewording Academic Papers - Ref-N-Write: Scientific Research Paper Writing Software Tool - Improve Academic English Writing Skills

thank you very much

Ksi k pss first five chepter ka conclusion h to plz send urgently Book ranjit Kumar research

Perfect…

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Save my name, email, and website in this browser for the next time I comment.

  • 39 Share Facebook
  • 35 Share Twitter
  • 17 Share LinkedIn
  • 36 Share Email

research paper conclusion phrases

Get science-backed answers as you write with Paperpal's Research feature

How to Write a Conclusion for Research Papers (with Examples)

How to Write a Conclusion for Research Papers (with Examples)

The conclusion of a research paper is a crucial section that plays a significant role in the overall impact and effectiveness of your research paper. However, this is also the section that typically receives less attention compared to the introduction and the body of the paper. The conclusion serves to provide a concise summary of the key findings, their significance, their implications, and a sense of closure to the study. Discussing how can the findings be applied in real-world scenarios or inform policy, practice, or decision-making is especially valuable to practitioners and policymakers. The research paper conclusion also provides researchers with clear insights and valuable information for their own work, which they can then build on and contribute to the advancement of knowledge in the field.

The research paper conclusion should explain the significance of your findings within the broader context of your field. It restates how your results contribute to the existing body of knowledge and whether they confirm or challenge existing theories or hypotheses. Also, by identifying unanswered questions or areas requiring further investigation, your awareness of the broader research landscape can be demonstrated.

Remember to tailor the research paper conclusion to the specific needs and interests of your intended audience, which may include researchers, practitioners, policymakers, or a combination of these.

Table of Contents

What is a conclusion in a research paper, summarizing conclusion, editorial conclusion, externalizing conclusion, importance of a good research paper conclusion, how to write a conclusion for your research paper, research paper conclusion examples.

  • How to write a research paper conclusion with Paperpal? 

Frequently Asked Questions

A conclusion in a research paper is the final section where you summarize and wrap up your research, presenting the key findings and insights derived from your study. The research paper conclusion is not the place to introduce new information or data that was not discussed in the main body of the paper. When working on how to conclude a research paper, remember to stick to summarizing and interpreting existing content. The research paper conclusion serves the following purposes: 1

  • Warn readers of the possible consequences of not attending to the problem.
  • Recommend specific course(s) of action.
  • Restate key ideas to drive home the ultimate point of your research paper.
  • Provide a “take-home” message that you want the readers to remember about your study.

research paper conclusion phrases

Types of conclusions for research papers

In research papers, the conclusion provides closure to the reader. The type of research paper conclusion you choose depends on the nature of your study, your goals, and your target audience. I provide you with three common types of conclusions:

A summarizing conclusion is the most common type of conclusion in research papers. It involves summarizing the main points, reiterating the research question, and restating the significance of the findings. This common type of research paper conclusion is used across different disciplines.

An editorial conclusion is less common but can be used in research papers that are focused on proposing or advocating for a particular viewpoint or policy. It involves presenting a strong editorial or opinion based on the research findings and offering recommendations or calls to action.

An externalizing conclusion is a type of conclusion that extends the research beyond the scope of the paper by suggesting potential future research directions or discussing the broader implications of the findings. This type of conclusion is often used in more theoretical or exploratory research papers.

Align your conclusion’s tone with the rest of your research paper. Start Writing with Paperpal Now!  

The conclusion in a research paper serves several important purposes:

  • Offers Implications and Recommendations : Your research paper conclusion is an excellent place to discuss the broader implications of your research and suggest potential areas for further study. It’s also an opportunity to offer practical recommendations based on your findings.
  • Provides Closure : A good research paper conclusion provides a sense of closure to your paper. It should leave the reader with a feeling that they have reached the end of a well-structured and thought-provoking research project.
  • Leaves a Lasting Impression : Writing a well-crafted research paper conclusion leaves a lasting impression on your readers. It’s your final opportunity to leave them with a new idea, a call to action, or a memorable quote.

research paper conclusion phrases

Writing a strong conclusion for your research paper is essential to leave a lasting impression on your readers. Here’s a step-by-step process to help you create and know what to put in the conclusion of a research paper: 2

  • Research Statement : Begin your research paper conclusion by restating your research statement. This reminds the reader of the main point you’ve been trying to prove throughout your paper. Keep it concise and clear.
  • Key Points : Summarize the main arguments and key points you’ve made in your paper. Avoid introducing new information in the research paper conclusion. Instead, provide a concise overview of what you’ve discussed in the body of your paper.
  • Address the Research Questions : If your research paper is based on specific research questions or hypotheses, briefly address whether you’ve answered them or achieved your research goals. Discuss the significance of your findings in this context.
  • Significance : Highlight the importance of your research and its relevance in the broader context. Explain why your findings matter and how they contribute to the existing knowledge in your field.
  • Implications : Explore the practical or theoretical implications of your research. How might your findings impact future research, policy, or real-world applications? Consider the “so what?” question.
  • Future Research : Offer suggestions for future research in your area. What questions or aspects remain unanswered or warrant further investigation? This shows that your work opens the door for future exploration.
  • Closing Thought : Conclude your research paper conclusion with a thought-provoking or memorable statement. This can leave a lasting impression on your readers and wrap up your paper effectively. Avoid introducing new information or arguments here.
  • Proofread and Revise : Carefully proofread your conclusion for grammar, spelling, and clarity. Ensure that your ideas flow smoothly and that your conclusion is coherent and well-structured.

Write your research paper conclusion 2x faster with Paperpal. Try it now!

Remember that a well-crafted research paper conclusion is a reflection of the strength of your research and your ability to communicate its significance effectively. It should leave a lasting impression on your readers and tie together all the threads of your paper. Now you know how to start the conclusion of a research paper and what elements to include to make it impactful, let’s look at a research paper conclusion sample.

research paper conclusion phrases

How to write a research paper conclusion with Paperpal?

A research paper conclusion is not just a summary of your study, but a synthesis of the key findings that ties the research together and places it in a broader context. A research paper conclusion should be concise, typically around one paragraph in length. However, some complex topics may require a longer conclusion to ensure the reader is left with a clear understanding of the study’s significance. Paperpal, an AI writing assistant trusted by over 800,000 academics globally, can help you write a well-structured conclusion for your research paper. 

  • Sign Up or Log In: Create a new Paperpal account or login with your details.  
  • Navigate to Features : Once logged in, head over to the features’ side navigation pane. Click on Templates and you’ll find a suite of generative AI features to help you write better, faster.  
  • Generate an outline: Under Templates, select ‘Outlines’. Choose ‘Research article’ as your document type.  
  • Select your section: Since you’re focusing on the conclusion, select this section when prompted.  
  • Choose your field of study: Identifying your field of study allows Paperpal to provide more targeted suggestions, ensuring the relevance of your conclusion to your specific area of research. 
  • Provide a brief description of your study: Enter details about your research topic and findings. This information helps Paperpal generate a tailored outline that aligns with your paper’s content. 
  • Generate the conclusion outline: After entering all necessary details, click on ‘generate’. Paperpal will then create a structured outline for your conclusion, to help you start writing and build upon the outline.  
  • Write your conclusion: Use the generated outline to build your conclusion. The outline serves as a guide, ensuring you cover all critical aspects of a strong conclusion, from summarizing key findings to highlighting the research’s implications. 
  • Refine and enhance: Paperpal’s ‘Make Academic’ feature can be particularly useful in the final stages. Select any paragraph of your conclusion and use this feature to elevate the academic tone, ensuring your writing is aligned to the academic journal standards. 

By following these steps, Paperpal not only simplifies the process of writing a research paper conclusion but also ensures it is impactful, concise, and aligned with academic standards. Sign up with Paperpal today and write your research paper conclusion 2x faster .  

The research paper conclusion is a crucial part of your paper as it provides the final opportunity to leave a strong impression on your readers. In the research paper conclusion, summarize the main points of your research paper by restating your research statement, highlighting the most important findings, addressing the research questions or objectives, explaining the broader context of the study, discussing the significance of your findings, providing recommendations if applicable, and emphasizing the takeaway message. The main purpose of the conclusion is to remind the reader of the main point or argument of your paper and to provide a clear and concise summary of the key findings and their implications. All these elements should feature on your list of what to put in the conclusion of a research paper to create a strong final statement for your work.

A strong conclusion is a critical component of a research paper, as it provides an opportunity to wrap up your arguments, reiterate your main points, and leave a lasting impression on your readers. Here are the key elements of a strong research paper conclusion: 1. Conciseness : A research paper conclusion should be concise and to the point. It should not introduce new information or ideas that were not discussed in the body of the paper. 2. Summarization : The research paper conclusion should be comprehensive enough to give the reader a clear understanding of the research’s main contributions. 3 . Relevance : Ensure that the information included in the research paper conclusion is directly relevant to the research paper’s main topic and objectives; avoid unnecessary details. 4 . Connection to the Introduction : A well-structured research paper conclusion often revisits the key points made in the introduction and shows how the research has addressed the initial questions or objectives. 5. Emphasis : Highlight the significance and implications of your research. Why is your study important? What are the broader implications or applications of your findings? 6 . Call to Action : Include a call to action or a recommendation for future research or action based on your findings.

The length of a research paper conclusion can vary depending on several factors, including the overall length of the paper, the complexity of the research, and the specific journal requirements. While there is no strict rule for the length of a conclusion, but it’s generally advisable to keep it relatively short. A typical research paper conclusion might be around 5-10% of the paper’s total length. For example, if your paper is 10 pages long, the conclusion might be roughly half a page to one page in length.

In general, you do not need to include citations in the research paper conclusion. Citations are typically reserved for the body of the paper to support your arguments and provide evidence for your claims. However, there may be some exceptions to this rule: 1. If you are drawing a direct quote or paraphrasing a specific source in your research paper conclusion, you should include a citation to give proper credit to the original author. 2. If your conclusion refers to or discusses specific research, data, or sources that are crucial to the overall argument, citations can be included to reinforce your conclusion’s validity.

The conclusion of a research paper serves several important purposes: 1. Summarize the Key Points 2. Reinforce the Main Argument 3. Provide Closure 4. Offer Insights or Implications 5. Engage the Reader. 6. Reflect on Limitations

Remember that the primary purpose of the research paper conclusion is to leave a lasting impression on the reader, reinforcing the key points and providing closure to your research. It’s often the last part of the paper that the reader will see, so it should be strong and well-crafted.

  • Makar, G., Foltz, C., Lendner, M., & Vaccaro, A. R. (2018). How to write effective discussion and conclusion sections. Clinical spine surgery, 31(8), 345-346.
  • Bunton, D. (2005). The structure of PhD conclusion chapters.  Journal of English for academic purposes ,  4 (3), 207-224.

Paperpal is a comprehensive AI writing toolkit that helps students and researchers achieve 2x the writing in half the time. It leverages 21+ years of STM experience and insights from millions of research articles to provide in-depth academic writing, language editing, and submission readiness support to help you write better, faster.  

Get accurate academic translations, rewriting support, grammar checks, vocabulary suggestions, and generative AI assistance that delivers human precision at machine speed. Try for free or upgrade to Paperpal Prime starting at US$19 a month to access premium features, including consistency, plagiarism, and 30+ submission readiness checks to help you succeed.  

Experience the future of academic writing – Sign up to Paperpal and start writing for free!  

Related Reads:

  • 5 Reasons for Rejection After Peer Review
  • Ethical Research Practices For Research with Human Subjects

7 Ways to Improve Your Academic Writing Process

  • Paraphrasing in Academic Writing: Answering Top Author Queries

Preflight For Editorial Desk: The Perfect Hybrid (AI + Human) Assistance Against Compromised Manuscripts

You may also like, measuring academic success: definition & strategies for excellence, phd qualifying exam: tips for success , ai in education: it’s time to change the..., is it ethical to use ai-generated abstracts without..., what are journal guidelines on using generative ai..., quillbot review: features, pricing, and free alternatives, what is an academic paper types and elements , should you use ai tools like chatgpt for..., 9 steps to publish a research paper, what are the different types of research papers.

Academic Phrasebank

Academic Phrasebank

Writing conclusions.

  • GENERAL LANGUAGE FUNCTIONS
  • Being cautious
  • Being critical
  • Classifying and listing
  • Compare and contrast
  • Defining terms
  • Describing trends
  • Describing quantities
  • Explaining causality
  • Giving examples
  • Signalling transition
  • Writing about the past

pdf logo

Writing conclusions

Conclusions are shorter sections of academic texts which usually serve two functions. The first is to summarise and bring together the main areas covered in the writing, which might be called ‘looking back’; and the second is to give a final comment or judgement on this. The final comment may also include making suggestions for improvement and speculating on future directions.

In dissertations and research papers, conclusions tend to be more complex and will also include sections on the significance of the findings and recommendations for future work. Conclusions may be optional in research articles where consolidation of the study and general implications are covered in the Discussion section. However, they are usually expected in dissertations and essays.

Restating the aims of the study

This study set out to … This paper has argued that … This essay has discussed the reasons for … In this investigation, the aim was to assess … The aim of the present research was to examine … The purpose of the current study was to determine … The main goal of the current study was to determine … This project was undertaken to design … and evaluate … The present study was designed to determine the effect of … The second aim of this study was to investigate the effects of …

Summarising main research findings

This study has identified … The research has also shown that … The second major finding was that … These experiments confirmed that … X made no significant difference to … This study has found that generally … The investigation of X has shown that … The results of this investigation show that … X, Y and Z emerged as reliable predictors of … The most obvious finding to emerge from this study is that … The relevance of X is clearly supported by the current findings. One of the more significant findings to emerge from this study is that …

Suggesting implications for the field of knowledge

The results of this study indicate that … These findings suggest that in general … The findings of this study suggest that … Taken together, these results suggest that … An implication of this is the possibility that … The evidence from this study suggests that … Overall, this study strengthens the idea that … The current data highlight the importance of … The findings of this research provide insights for …

The results of this research support the idea that … These data suggest that X can be achieved through … The theoretical implications of these findings are unclear. The principal theoretical implication of this study is that … This study has raised important questions about the nature of … Taken together, these findings suggest a role for X in promoting Y. The findings of this investigation complement those of earlier studies. These findings have significant implications for the understanding of how … Although this study focuses on X, the findings may well have a bearing on …

Explaining the significance of the findings or contribution of the study

The findings will be of interest to … This thesis has provided a deeper insight into … The findings reported here shed new light on … The study contributes to our understanding of … These results add to the rapidly expanding field of … The contribution of this study has been to confirm … Before this study, evidence of X was purely anecdotal. This project is the first comprehensive investigation of … The insights gained from this study may be of assistance to … This work contributes to existing knowledge of X by providing …

Prior to this study it was difficult to make predictions about how … The analysis of X undertaken here, has extended our knowledge of … The empirical findings in this study provide a new understanding of … This paper contributes to recent historiographical debates concerning … This approach will prove useful in expanding our understanding of how … This new understanding should help to improve predictions of the impact of … The methods used for this X may be applied to other Xs elsewhere in the world. The X that we have identified therefore assists in our understanding of the role of … This is the first study of substantial duration which examines associations between … The findings from this study make several contributions to the current literature. First,…

Recognising the limitations of the current study

A limitation of this study is that … Being limited to X, this study lacks … The small sample size did not allow … The major limitation of this study is the … This study was limited by the absence of … X makes these findings less generalisable to … Thirdly, the study did not evaluate the use of … It is unfortunate that the study did not include … The scope of this study was limited in terms of …

The study is limited by the lack of information on … The most important limitation lies in the fact that … The main weakness of this study was the paucity of … Since the study was limited to X, it was not possible to .. An additional uncontrolled factor is the possibility that … It was not possible to assess X; therefore, it is unknown if … An issue that was not addressed in this study was whether… The generalisability of these results is subject to certain limitations. For instance, … One source of weakness in this study which could have affected the measurements of X was …

Acknowledging limitation(s) whilst stating a finding or contribution

Notwithstanding these limitations, the study suggests that … Whilst this study did not confirm X, it did partially substantiate … Despite its exploratory nature, this study offers some insight into … In spite of its limitations, the study certainly adds to our understanding of the … Notwithstanding the relatively limited sample, this work offers valuable insights into … Although the current study is based on a small sample of participants, the findings suggest …

Making recommendations for further research work

Future studies should… The question raised by this study is … The study should be repeated using … This would be a fruitful area for further work. Several questions still remain to be answered. A natural progression of this work is to analyse … More research using controlled trials is needed to … More broadly, research is also needed to determine … A further study could assess the long-term effects of … What is now needed is a cross-national study involving …

Considerably more work will need to be done to determine … The precise mechanism of X in plants remains to be elucidated. These findings provide the following insights for future research: … Large randomised controlled trials could provide more definitive evidence. This research has thrown up many questions in need of further investigation. A greater focus on X could produce interesting findings that account more for … The issue of X is an intriguing one which could be usefully explored in further research. If the debate is to be moved forward, a better understanding of X needs to be developed. I suggest that before X is introduced, a study similar to this one should be carried out on … More information on X would help us to establish a greater degree of accuracy on this matter.

Setting out recommendations for practice or policy

Other types of X could include: a), b). … There is, therefore, a definite need for … Greater efforts are needed to ensure … Provision of X will enhance Y and reduce Z. Another important practical implication is that … Moreover, more X should be made available to … The challenge now is to fabricate Xs that contain … Unless governments adopt X, Y will not be attained. These findings suggest several courses of action for … A reasonable approach to tackle this issue could be to …

Continued efforts are needed to make X more accessible to … The findings of this study have a number of practical implications. There are a number of important changes which need to be made. Management to enhance bumble-bee populations might involve … This study suggests that X should be avoided by people who are prone to … A key policy priority should therefore be to plan for the long-term care of … This information can be used to develop targetted interventions aimed at … Taken together, these findings do not support strong recommendations to … Ensuring appropriate systems, services and support for X should be a priority for … The findings of this study have a number of important implications for future practice.

+44 (0) 161 306 6000

The University of Manchester Oxford Rd Manchester M13 9PL UK

Connect With Us

Facebook page for The University of Manchester

The University of Manchester

In a short paper—even a research paper—you don’t need to provide an exhaustive summary as part of your conclusion. But you do need to make some kind of transition between your final body paragraph and your concluding paragraph. This may come in the form of a few sentences of summary. Or it may come in the form of a sentence that brings your readers back to your thesis or main idea and reminds your readers where you began and how far you have traveled.

So, for example, in a paper about the relationship between ADHD and rejection sensitivity, Vanessa Roser begins by introducing readers to the fact that researchers have studied the relationship between the two conditions and then provides her explanation of that relationship. Here’s her thesis: “While socialization may indeed be an important factor in RS, I argue that individuals with ADHD may also possess a neurological predisposition to RS that is exacerbated by the differing executive and emotional regulation characteristic of ADHD.”

In her final paragraph, Roser reminds us of where she started by echoing her thesis: “This literature demonstrates that, as with many other conditions, ADHD and RS share a delicately intertwined pattern of neurological similarities that is rooted in the innate biology of an individual’s mind, a connection that cannot be explained in full by the behavioral mediation hypothesis.”  

Highlight the “so what”  

At the beginning of your paper, you explain to your readers what’s at stake—why they should care about the argument you’re making. In your conclusion, you can bring readers back to those stakes by reminding them why your argument is important in the first place. You can also draft a few sentences that put those stakes into a new or broader context.

In the conclusion to her paper about ADHD and RS, Roser echoes the stakes she established in her introduction—that research into connections between ADHD and RS has led to contradictory results, raising questions about the “behavioral mediation hypothesis.”

She writes, “as with many other conditions, ADHD and RS share a delicately intertwined pattern of neurological similarities that is rooted in the innate biology of an individual’s mind, a connection that cannot be explained in full by the behavioral mediation hypothesis.”  

Leave your readers with the “now what”  

After the “what” and the “so what,” you should leave your reader with some final thoughts. If you have written a strong introduction, your readers will know why you have been arguing what you have been arguing—and why they should care. And if you’ve made a good case for your thesis, then your readers should be in a position to see things in a new way, understand new questions, or be ready for something that they weren’t ready for before they read your paper.

In her conclusion, Roser offers two “now what” statements. First, she explains that it is important to recognize that the flawed behavioral mediation hypothesis “seems to place a degree of fault on the individual. It implies that individuals with ADHD must have elicited such frequent or intense rejection by virtue of their inadequate social skills, erasing the possibility that they may simply possess a natural sensitivity to emotion.” She then highlights the broader implications for treatment of people with ADHD, noting that recognizing the actual connection between rejection sensitivity and ADHD “has profound implications for understanding how individuals with ADHD might best be treated in educational settings, by counselors, family, peers, or even society as a whole.”

To find your own “now what” for your essay’s conclusion, try asking yourself these questions:

  • What can my readers now understand, see in a new light, or grapple with that they would not have understood in the same way before reading my paper? Are we a step closer to understanding a larger phenomenon or to understanding why what was at stake is so important?  
  • What questions can I now raise that would not have made sense at the beginning of my paper? Questions for further research? Other ways that this topic could be approached?  
  • Are there other applications for my research? Could my questions be asked about different data in a different context? Could I use my methods to answer a different question?  
  • What action should be taken in light of this argument? What action do I predict will be taken or could lead to a solution?  
  • What larger context might my argument be a part of?  

What to avoid in your conclusion  

  • a complete restatement of all that you have said in your paper.  
  • a substantial counterargument that you do not have space to refute; you should introduce counterarguments before your conclusion.  
  • an apology for what you have not said. If you need to explain the scope of your paper, you should do this sooner—but don’t apologize for what you have not discussed in your paper.  
  • fake transitions like “in conclusion” that are followed by sentences that aren’t actually conclusions. (“In conclusion, I have now demonstrated that my thesis is correct.”)
  • picture_as_pdf Conclusions
  • Privacy Policy

Research Method

Home » Research Paper Conclusion – Writing Guide and Examples

Research Paper Conclusion – Writing Guide and Examples

Table of Contents

Research Paper Conclusion

Research Paper Conclusion

Definition:

A research paper conclusion is the final section of a research paper that summarizes the key findings, significance, and implications of the research. It is the writer’s opportunity to synthesize the information presented in the paper, draw conclusions, and make recommendations for future research or actions.

The conclusion should provide a clear and concise summary of the research paper, reiterating the research question or problem, the main results, and the significance of the findings. It should also discuss the limitations of the study and suggest areas for further research.

Parts of Research Paper Conclusion

The parts of a research paper conclusion typically include:

Restatement of the Thesis

The conclusion should begin by restating the thesis statement from the introduction in a different way. This helps to remind the reader of the main argument or purpose of the research.

Summary of Key Findings

The conclusion should summarize the main findings of the research, highlighting the most important results and conclusions. This section should be brief and to the point.

Implications and Significance

In this section, the researcher should explain the implications and significance of the research findings. This may include discussing the potential impact on the field or industry, highlighting new insights or knowledge gained, or pointing out areas for future research.

Limitations and Recommendations

It is important to acknowledge any limitations or weaknesses of the research and to make recommendations for how these could be addressed in future studies. This shows that the researcher is aware of the potential limitations of their work and is committed to improving the quality of research in their field.

Concluding Statement

The conclusion should end with a strong concluding statement that leaves a lasting impression on the reader. This could be a call to action, a recommendation for further research, or a final thought on the topic.

How to Write Research Paper Conclusion

Here are some steps you can follow to write an effective research paper conclusion:

  • Restate the research problem or question: Begin by restating the research problem or question that you aimed to answer in your research. This will remind the reader of the purpose of your study.
  • Summarize the main points: Summarize the key findings and results of your research. This can be done by highlighting the most important aspects of your research and the evidence that supports them.
  • Discuss the implications: Discuss the implications of your findings for the research area and any potential applications of your research. You should also mention any limitations of your research that may affect the interpretation of your findings.
  • Provide a conclusion : Provide a concise conclusion that summarizes the main points of your paper and emphasizes the significance of your research. This should be a strong and clear statement that leaves a lasting impression on the reader.
  • Offer suggestions for future research: Lastly, offer suggestions for future research that could build on your findings and contribute to further advancements in the field.

Remember that the conclusion should be brief and to the point, while still effectively summarizing the key findings and implications of your research.

Example of Research Paper Conclusion

Here’s an example of a research paper conclusion:

Conclusion :

In conclusion, our study aimed to investigate the relationship between social media use and mental health among college students. Our findings suggest that there is a significant association between social media use and increased levels of anxiety and depression among college students. This highlights the need for increased awareness and education about the potential negative effects of social media use on mental health, particularly among college students.

Despite the limitations of our study, such as the small sample size and self-reported data, our findings have important implications for future research and practice. Future studies should aim to replicate our findings in larger, more diverse samples, and investigate the potential mechanisms underlying the association between social media use and mental health. In addition, interventions should be developed to promote healthy social media use among college students, such as mindfulness-based approaches and social media detox programs.

Overall, our study contributes to the growing body of research on the impact of social media on mental health, and highlights the importance of addressing this issue in the context of higher education. By raising awareness and promoting healthy social media use among college students, we can help to reduce the negative impact of social media on mental health and improve the well-being of young adults.

Purpose of Research Paper Conclusion

The purpose of a research paper conclusion is to provide a summary and synthesis of the key findings, significance, and implications of the research presented in the paper. The conclusion serves as the final opportunity for the writer to convey their message and leave a lasting impression on the reader.

The conclusion should restate the research problem or question, summarize the main results of the research, and explain their significance. It should also acknowledge the limitations of the study and suggest areas for future research or action.

Overall, the purpose of the conclusion is to provide a sense of closure to the research paper and to emphasize the importance of the research and its potential impact. It should leave the reader with a clear understanding of the main findings and why they matter. The conclusion serves as the writer’s opportunity to showcase their contribution to the field and to inspire further research and action.

When to Write Research Paper Conclusion

The conclusion of a research paper should be written after the body of the paper has been completed. It should not be written until the writer has thoroughly analyzed and interpreted their findings and has written a complete and cohesive discussion of the research.

Before writing the conclusion, the writer should review their research paper and consider the key points that they want to convey to the reader. They should also review the research question, hypotheses, and methodology to ensure that they have addressed all of the necessary components of the research.

Once the writer has a clear understanding of the main findings and their significance, they can begin writing the conclusion. The conclusion should be written in a clear and concise manner, and should reiterate the main points of the research while also providing insights and recommendations for future research or action.

Characteristics of Research Paper Conclusion

The characteristics of a research paper conclusion include:

  • Clear and concise: The conclusion should be written in a clear and concise manner, summarizing the key findings and their significance.
  • Comprehensive: The conclusion should address all of the main points of the research paper, including the research question or problem, the methodology, the main results, and their implications.
  • Future-oriented : The conclusion should provide insights and recommendations for future research or action, based on the findings of the research.
  • Impressive : The conclusion should leave a lasting impression on the reader, emphasizing the importance of the research and its potential impact.
  • Objective : The conclusion should be based on the evidence presented in the research paper, and should avoid personal biases or opinions.
  • Unique : The conclusion should be unique to the research paper and should not simply repeat information from the introduction or body of the paper.

Advantages of Research Paper Conclusion

The advantages of a research paper conclusion include:

  • Summarizing the key findings : The conclusion provides a summary of the main findings of the research, making it easier for the reader to understand the key points of the study.
  • Emphasizing the significance of the research: The conclusion emphasizes the importance of the research and its potential impact, making it more likely that readers will take the research seriously and consider its implications.
  • Providing recommendations for future research or action : The conclusion suggests practical recommendations for future research or action, based on the findings of the study.
  • Providing closure to the research paper : The conclusion provides a sense of closure to the research paper, tying together the different sections of the paper and leaving a lasting impression on the reader.
  • Demonstrating the writer’s contribution to the field : The conclusion provides the writer with an opportunity to showcase their contribution to the field and to inspire further research and action.

Limitations of Research Paper Conclusion

While the conclusion of a research paper has many advantages, it also has some limitations that should be considered, including:

  • I nability to address all aspects of the research: Due to the limited space available in the conclusion, it may not be possible to address all aspects of the research in detail.
  • Subjectivity : While the conclusion should be objective, it may be influenced by the writer’s personal biases or opinions.
  • Lack of new information: The conclusion should not introduce new information that has not been discussed in the body of the research paper.
  • Lack of generalizability: The conclusions drawn from the research may not be applicable to other contexts or populations, limiting the generalizability of the study.
  • Misinterpretation by the reader: The reader may misinterpret the conclusions drawn from the research, leading to a misunderstanding of the findings.

About the author

' src=

Muhammad Hassan

Researcher, Academic Writer, Web developer

You may also like

Research Paper Citation

How to Cite Research Paper – All Formats and...

Data collection

Data Collection – Methods Types and Examples

Delimitations

Delimitations in Research – Types, Examples and...

Research Paper Formats

Research Paper Format – Types, Examples and...

Research Process

Research Process – Steps, Examples and Tips

Research Design

Research Design – Types, Methods and Examples

How to write a strong conclusion for your research paper

Last updated

17 February 2024

Reviewed by

Writing a research paper is a chance to share your knowledge and hypothesis. It's an opportunity to demonstrate your many hours of research and prove your ability to write convincingly.

Ideally, by the end of your research paper, you'll have brought your readers on a journey to reach the conclusions you've pre-determined. However, if you don't stick the landing with a good conclusion, you'll risk losing your reader’s trust.

Writing a strong conclusion for your research paper involves a few important steps, including restating the thesis and summing up everything properly.

Find out what to include and what to avoid, so you can effectively demonstrate your understanding of the topic and prove your expertise.

  • Why is a good conclusion important?

A good conclusion can cement your paper in the reader’s mind. Making a strong impression in your introduction can draw your readers in, but it's the conclusion that will inspire them.

  • What to include in a research paper conclusion

There are a few specifics you should include in your research paper conclusion. Offer your readers some sense of urgency or consequence by pointing out why they should care about the topic you have covered. Discuss any common problems associated with your topic and provide suggestions as to how these problems can be solved or addressed.

The conclusion should include a restatement of your initial thesis. Thesis statements are strengthened after you’ve presented supporting evidence (as you will have done in the paper), so make a point to reintroduce it at the end.

Finally, recap the main points of your research paper, highlighting the key takeaways you want readers to remember. If you've made multiple points throughout the paper, refer to the ones with the strongest supporting evidence.

  • Steps for writing a research paper conclusion

Many writers find the conclusion the most challenging part of any research project . By following these three steps, you'll be prepared to write a conclusion that is effective and concise.

  • Step 1: Restate the problem

Always begin by restating the research problem in the conclusion of a research paper. This serves to remind the reader of your hypothesis and refresh them on the main point of the paper. 

When restating the problem, take care to avoid using exactly the same words you employed earlier in the paper.

  • Step 2: Sum up the paper

After you've restated the problem, sum up the paper by revealing your overall findings. The method for this differs slightly, depending on whether you're crafting an argumentative paper or an empirical paper.

Argumentative paper: Restate your thesis and arguments

Argumentative papers involve introducing a thesis statement early on. In crafting the conclusion for an argumentative paper, always restate the thesis, outlining the way you've developed it throughout the entire paper.

It might be appropriate to mention any counterarguments in the conclusion, so you can demonstrate how your thesis is correct or how the data best supports your main points.

Empirical paper: Summarize research findings

Empirical papers break down a series of research questions. In your conclusion, discuss the findings your research revealed, including any information that surprised you.

Be clear about the conclusions you reached, and explain whether or not you expected to arrive at these particular ones.

  • Step 3: Discuss the implications of your research

Argumentative papers and empirical papers also differ in this part of a research paper conclusion. Here are some tips on crafting conclusions for argumentative and empirical papers.

Argumentative paper: Powerful closing statement

In an argumentative paper, you'll have spent a great deal of time expressing the opinions you formed after doing a significant amount of research. Make a strong closing statement in your argumentative paper's conclusion to share the significance of your work.

You can outline the next steps through a bold call to action, or restate how powerful your ideas turned out to be.

Empirical paper: Directions for future research

Empirical papers are broader in scope. They usually cover a variety of aspects and can include several points of view.

To write a good conclusion for an empirical paper, suggest the type of research that could be done in the future, including methods for further investigation or outlining ways other researchers might proceed.

If you feel your research had any limitations, even if they were outside your control, you could mention these in your conclusion.

After you finish outlining your conclusion, ask someone to read it and offer feedback. In any research project you're especially close to, it can be hard to identify problem areas. Having a close friend or someone whose opinion you value read the research paper and provide honest feedback can be invaluable. Take note of any suggested edits and consider incorporating them into your paper if they make sense.

  • Things to avoid in a research paper conclusion

Keep these aspects to avoid in mind as you're writing your conclusion and refer to them after you've created an outline.

Dry summary

Writing a memorable, succinct conclusion is arguably more important than a strong introduction. Take care to avoid just rephrasing your main points, and don't fall into the trap of repeating dry facts or citations.

You can provide a new perspective for your readers to think about or contextualize your research. Either way, make the conclusion vibrant and interesting, rather than a rote recitation of your research paper’s highlights.

Clichéd or generic phrasing

Your research paper conclusion should feel fresh and inspiring. Avoid generic phrases like "to sum up" or "in conclusion." These phrases tend to be overused, especially in an academic context and might turn your readers off.

The conclusion also isn't the time to introduce colloquial phrases or informal language. Retain a professional, confident tone consistent throughout your paper’s conclusion so it feels exciting and bold.

New data or evidence

While you should present strong data throughout your paper, the conclusion isn't the place to introduce new evidence. This is because readers are engaged in actively learning as they read through the body of your paper.

By the time they reach the conclusion, they will have formed an opinion one way or the other (hopefully in your favor!). Introducing new evidence in the conclusion will only serve to surprise or frustrate your reader.

Ignoring contradictory evidence

If your research reveals contradictory evidence, don't ignore it in the conclusion. This will damage your credibility as an expert and might even serve to highlight the contradictions.

Be as transparent as possible and admit to any shortcomings in your research, but don't dwell on them for too long.

Ambiguous or unclear resolutions

The point of a research paper conclusion is to provide closure and bring all your ideas together. You should wrap up any arguments you introduced in the paper and tie up any loose ends, while demonstrating why your research and data are strong.

Use direct language in your conclusion and avoid ambiguity. Even if some of the data and sources you cite are inconclusive or contradictory, note this in your conclusion to come across as confident and trustworthy.

  • Examples of research paper conclusions

Your research paper should provide a compelling close to the paper as a whole, highlighting your research and hard work. While the conclusion should represent your unique style, these examples offer a starting point:

Ultimately, the data we examined all point to the same conclusion: Encouraging a good work-life balance improves employee productivity and benefits the company overall. The research suggests that when employees feel their personal lives are valued and respected by their employers, they are more likely to be productive when at work. In addition, company turnover tends to be reduced when employees have a balance between their personal and professional lives. While additional research is required to establish ways companies can support employees in creating a stronger work-life balance, it's clear the need is there.

Social media is a primary method of communication among young people. As we've seen in the data presented, most young people in high school use a variety of social media applications at least every hour, including Instagram and Facebook. While social media is an avenue for connection with peers, research increasingly suggests that social media use correlates with body image issues. Young girls with lower self-esteem tend to use social media more often than those who don't log onto social media apps every day. As new applications continue to gain popularity, and as more high school students are given smartphones, more research will be required to measure the effects of prolonged social media use.

What are the different kinds of research paper conclusions?

There are no formal types of research paper conclusions. Ultimately, the conclusion depends on the outline of your paper and the type of research you’re presenting. While some experts note that research papers can end with a new perspective or commentary, most papers should conclude with a combination of both. The most important aspect of a good research paper conclusion is that it accurately represents the body of the paper.

Can I present new arguments in my research paper conclusion?

Research paper conclusions are not the place to introduce new data or arguments. The body of your paper is where you should share research and insights, where the reader is actively absorbing the content. By the time a reader reaches the conclusion of the research paper, they should have formed their opinion. Introducing new arguments in the conclusion can take a reader by surprise, and not in a positive way. It might also serve to frustrate readers.

How long should a research paper conclusion be?

There's no set length for a research paper conclusion. However, it's a good idea not to run on too long, since conclusions are supposed to be succinct. A good rule of thumb is to keep your conclusion around 5 to 10 percent of the paper's total length. If your paper is 10 pages, try to keep your conclusion under one page.

What should I include in a research paper conclusion?

A good research paper conclusion should always include a sense of urgency, so the reader can see how and why the topic should matter to them. You can also note some recommended actions to help fix the problem and some obstacles they might encounter. A conclusion should also remind the reader of the thesis statement, along with the main points you covered in the paper. At the end of the conclusion, add a powerful closing statement that helps cement the paper in the mind of the reader.

Editor’s picks

Last updated: 11 January 2024

Last updated: 15 January 2024

Last updated: 25 November 2023

Last updated: 12 May 2023

Last updated: 30 April 2024

Last updated: 18 May 2023

Last updated: 10 April 2023

Latest articles

Related topics, .css-je19u9{-webkit-align-items:flex-end;-webkit-box-align:flex-end;-ms-flex-align:flex-end;align-items:flex-end;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;-webkit-box-flex-wrap:wrap;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;row-gap:0;text-align:center;max-width:671px;}@media (max-width: 1079px){.css-je19u9{max-width:400px;}.css-je19u9>span{white-space:pre;}}@media (max-width: 799px){.css-je19u9{max-width:400px;}.css-je19u9>span{white-space:pre;}} decide what to .css-1kiodld{max-height:56px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}@media (max-width: 1079px){.css-1kiodld{display:none;}} build next, decide what to build next.

research paper conclusion phrases

Users report unexpectedly high data usage, especially during streaming sessions.

research paper conclusion phrases

Users find it hard to navigate from the home page to relevant playlists in the app.

research paper conclusion phrases

It would be great to have a sleep timer feature, especially for bedtime listening.

research paper conclusion phrases

I need better filters to find the songs or artists I’m looking for.

Log in or sign up

Get started for free

  • USC Libraries
  • Research Guides

Organizing Your Social Sciences Research Paper

  • 9. The Conclusion
  • Purpose of Guide
  • Design Flaws to Avoid
  • Independent and Dependent Variables
  • Glossary of Research Terms
  • Reading Research Effectively
  • Narrowing a Topic Idea
  • Broadening a Topic Idea
  • Extending the Timeliness of a Topic Idea
  • Academic Writing Style
  • Applying Critical Thinking
  • Choosing a Title
  • Making an Outline
  • Paragraph Development
  • Research Process Video Series
  • Executive Summary
  • The C.A.R.S. Model
  • Background Information
  • The Research Problem/Question
  • Theoretical Framework
  • Citation Tracking
  • Content Alert Services
  • Evaluating Sources
  • Primary Sources
  • Secondary Sources
  • Tiertiary Sources
  • Scholarly vs. Popular Publications
  • Qualitative Methods
  • Quantitative Methods
  • Insiderness
  • Using Non-Textual Elements
  • Limitations of the Study
  • Common Grammar Mistakes
  • Writing Concisely
  • Avoiding Plagiarism
  • Footnotes or Endnotes?
  • Further Readings
  • Generative AI and Writing
  • USC Libraries Tutorials and Other Guides
  • Bibliography

The conclusion is intended to help the reader understand why your research should matter to them after they have finished reading the paper. A conclusion is not merely a summary of the main topics covered or a re-statement of your research problem, but a synthesis of key points derived from the findings of your study and, if applicable, where you recommend new areas for future research. For most college-level research papers, two or three well-developed paragraphs is sufficient for a conclusion, although in some cases, more paragraphs may be required in describing the key findings and their significance.

Conclusions. The Writing Center. University of North Carolina; Conclusions. The Writing Lab and The OWL. Purdue University.

Importance of a Good Conclusion

A well-written conclusion provides you with important opportunities to demonstrate to the reader your understanding of the research problem. These include:

  • Presenting the last word on the issues you raised in your paper . Just as the introduction gives a first impression to your reader, the conclusion offers a chance to leave a lasting impression. Do this, for example, by highlighting key findings in your analysis that advance new understanding about the research problem, that are unusual or unexpected, or that have important implications applied to practice.
  • Summarizing your thoughts and conveying the larger significance of your study . The conclusion is an opportunity to succinctly re-emphasize  your answer to the "So What?" question by placing the study within the context of how your research advances past research about the topic.
  • Identifying how a gap in the literature has been addressed . The conclusion can be where you describe how a previously identified gap in the literature [first identified in your literature review section] has been addressed by your research and why this contribution is significant.
  • Demonstrating the importance of your ideas . Don't be shy. The conclusion offers an opportunity to elaborate on the impact and significance of your findings. This is particularly important if your study approached examining the research problem from an unusual or innovative perspective.
  • Introducing possible new or expanded ways of thinking about the research problem . This does not refer to introducing new information [which should be avoided], but to offer new insight and creative approaches for framing or contextualizing the research problem based on the results of your study.

Bunton, David. “The Structure of PhD Conclusion Chapters.” Journal of English for Academic Purposes 4 (July 2005): 207–224; Conclusions. The Writing Center. University of North Carolina; Kretchmer, Paul. Twelve Steps to Writing an Effective Conclusion. San Francisco Edit, 2003-2008; Conclusions. The Writing Lab and The OWL. Purdue University; Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8.

Structure and Writing Style

I.  General Rules

The general function of your paper's conclusion is to restate the main argument . It reminds the reader of the strengths of your main argument(s) and reiterates the most important evidence supporting those argument(s). Do this by clearly summarizing the context, background, and necessity of pursuing the research problem you investigated in relation to an issue, controversy, or a gap found in the literature. However, make sure that your conclusion is not simply a repetitive summary of the findings. This reduces the impact of the argument(s) you have developed in your paper.

When writing the conclusion to your paper, follow these general rules:

  • Present your conclusions in clear, concise language. Re-state the purpose of your study, then describe how your findings differ or support those of other studies and why [i.e., what were the unique, new, or crucial contributions your study made to the overall research about your topic?].
  • Do not simply reiterate your findings or the discussion of your results. Provide a synthesis of arguments presented in the paper to show how these converge to address the research problem and the overall objectives of your study.
  • Indicate opportunities for future research if you haven't already done so in the discussion section of your paper. Highlighting the need for further research provides the reader with evidence that you have an in-depth awareness of the research problem but that further investigations should take place beyond the scope of your investigation.

Consider the following points to help ensure your conclusion is presented well:

  • If the argument or purpose of your paper is complex, you may need to summarize the argument for your reader.
  • If, prior to your conclusion, you have not yet explained the significance of your findings or if you are proceeding inductively, use the end of your paper to describe your main points and explain their significance.
  • Move from a detailed to a general level of consideration that returns the topic to the context provided by the introduction or within a new context that emerges from the data [this is opposite of the introduction, which begins with general discussion of the context and ends with a detailed description of the research problem]. 

The conclusion also provides a place for you to persuasively and succinctly restate the research problem, given that the reader has now been presented with all the information about the topic . Depending on the discipline you are writing in, the concluding paragraph may contain your reflections on the evidence presented. However, the nature of being introspective about the research you have conducted will depend on the topic and whether your professor wants you to express your observations in this way. If asked to think introspectively about the topics, do not delve into idle speculation. Being introspective means looking within yourself as an author to try and understand an issue more deeply, not to guess at possible outcomes or make up scenarios not supported by the evidence.

II.  Developing a Compelling Conclusion

Although an effective conclusion needs to be clear and succinct, it does not need to be written passively or lack a compelling narrative. Strategies to help you move beyond merely summarizing the key points of your research paper may include any of the following:

  • If your essay deals with a critical, contemporary problem, warn readers of the possible consequences of not attending to the problem proactively.
  • Recommend a specific course or courses of action that, if adopted, could address a specific problem in practice or in the development of new knowledge leading to positive change.
  • Cite a relevant quotation or expert opinion already noted in your paper in order to lend authority and support to the conclusion(s) you have reached [a good source would be from your literature review].
  • Explain the consequences of your research in a way that elicits action or demonstrates urgency in seeking change.
  • Restate a key statistic, fact, or visual image to emphasize the most important finding of your paper.
  • If your discipline encourages personal reflection, illustrate your concluding point by drawing from your own life experiences.
  • Return to an anecdote, an example, or a quotation that you presented in your introduction, but add further insight derived from the findings of your study; use your interpretation of results from your study to recast it in new or important ways.
  • Provide a "take-home" message in the form of a succinct, declarative statement that you want the reader to remember about your study.

III. Problems to Avoid

Failure to be concise Your conclusion section should be concise and to the point. Conclusions that are too lengthy often have unnecessary information in them. The conclusion is not the place for details about your methodology or results. Although you should give a summary of what was learned from your research, this summary should be relatively brief, since the emphasis in the conclusion is on the implications, evaluations, insights, and other forms of analysis that you make. Strategies for writing concisely can be found here .

Failure to comment on larger, more significant issues In the introduction, your task was to move from the general [the field of study] to the specific [the research problem]. However, in the conclusion, your task is to move from a specific discussion [your research problem] back to a general discussion framed around the implications and significance of your findings [i.e., how your research contributes new understanding or fills an important gap in the literature]. In short, the conclusion is where you should place your research within a larger context [visualize your paper as an hourglass--start with a broad introduction and review of the literature, move to the specific analysis and discussion, conclude with a broad summary of the study's implications and significance].

Failure to reveal problems and negative results Negative aspects of the research process should never be ignored. These are problems, deficiencies, or challenges encountered during your study. They should be summarized as a way of qualifying your overall conclusions. If you encountered negative or unintended results [i.e., findings that are validated outside the research context in which they were generated], you must report them in the results section and discuss their implications in the discussion section of your paper. In the conclusion, use negative results as an opportunity to explain their possible significance and/or how they may form the basis for future research.

Failure to provide a clear summary of what was learned In order to be able to discuss how your research fits within your field of study [and possibly the world at large], you need to summarize briefly and succinctly how it contributes to new knowledge or a new understanding about the research problem. This element of your conclusion may be only a few sentences long.

Failure to match the objectives of your research Often research objectives in the social and behavioral sciences change while the research is being carried out. This is not a problem unless you forget to go back and refine the original objectives in your introduction. As these changes emerge they must be documented so that they accurately reflect what you were trying to accomplish in your research [not what you thought you might accomplish when you began].

Resist the urge to apologize If you've immersed yourself in studying the research problem, you presumably should know a good deal about it [perhaps even more than your professor!]. Nevertheless, by the time you have finished writing, you may be having some doubts about what you have produced. Repress those doubts! Don't undermine your authority as a researcher by saying something like, "This is just one approach to examining this problem; there may be other, much better approaches that...." The overall tone of your conclusion should convey confidence to the reader about the study's validity and realiability.

Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8; Concluding Paragraphs. College Writing Center at Meramec. St. Louis Community College; Conclusions. The Writing Center. University of North Carolina; Conclusions. The Writing Lab and The OWL. Purdue University; Freedman, Leora  and Jerry Plotnick. Introductions and Conclusions. The Lab Report. University College Writing Centre. University of Toronto; Leibensperger, Summer. Draft Your Conclusion. Academic Center, the University of Houston-Victoria, 2003; Make Your Last Words Count. The Writer’s Handbook. Writing Center. University of Wisconsin Madison; Miquel, Fuster-Marquez and Carmen Gregori-Signes. “Chapter Six: ‘Last but Not Least:’ Writing the Conclusion of Your Paper.” In Writing an Applied Linguistics Thesis or Dissertation: A Guide to Presenting Empirical Research . John Bitchener, editor. (Basingstoke,UK: Palgrave Macmillan, 2010), pp. 93-105; Tips for Writing a Good Conclusion. Writing@CSU. Colorado State University; Kretchmer, Paul. Twelve Steps to Writing an Effective Conclusion. San Francisco Edit, 2003-2008; Writing Conclusions. Writing Tutorial Services, Center for Innovative Teaching and Learning. Indiana University; Writing: Considering Structure and Organization. Institute for Writing Rhetoric. Dartmouth College.

Writing Tip

Don't Belabor the Obvious!

Avoid phrases like "in conclusion...," "in summary...," or "in closing...." These phrases can be useful, even welcome, in oral presentations. But readers can see by the tell-tale section heading and number of pages remaining that they are reaching the end of your paper. You'll irritate your readers if you belabor the obvious.

Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8.

Another Writing Tip

New Insight, Not New Information!

Don't surprise the reader with new information in your conclusion that was never referenced anywhere else in the paper. This why the conclusion rarely has citations to sources. If you have new information to present, add it to the discussion or other appropriate section of the paper. Note that, although no new information is introduced, the conclusion, along with the discussion section, is where you offer your most "original" contributions in the paper; the conclusion is where you describe the value of your research, demonstrate that you understand the material that you’ve presented, and position your findings within the larger context of scholarship on the topic, including describing how your research contributes new insights to that scholarship.

Assan, Joseph. "Writing the Conclusion Chapter: The Good, the Bad and the Missing." Liverpool: Development Studies Association (2009): 1-8; Conclusions. The Writing Center. University of North Carolina.

  • << Previous: Limitations of the Study
  • Next: Appendices >>
  • Last Updated: May 7, 2024 9:40 AM
  • URL: https://libguides.usc.edu/writingguide

When you choose to publish with PLOS, your research makes an impact. Make your work accessible to all, without restrictions, and accelerate scientific discovery with options like preprints and published peer review that make your work more Open.

  • PLOS Biology
  • PLOS Climate
  • PLOS Complex Systems
  • PLOS Computational Biology
  • PLOS Digital Health
  • PLOS Genetics
  • PLOS Global Public Health
  • PLOS Medicine
  • PLOS Mental Health
  • PLOS Neglected Tropical Diseases
  • PLOS Pathogens
  • PLOS Sustainability and Transformation
  • PLOS Collections
  • How to Write Discussions and Conclusions

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. 

research paper conclusion phrases

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:

research paper conclusion phrases

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! 

What to do

  • 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. 

What not to do

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

  • How to Write a Great Title
  • How to Write an Abstract
  • How to Write Your Methods
  • How to Report Statistics
  • How to Edit Your Work

The contents of the Peer Review Center are also available as a live, interactive training session, complete with slides, talking points, and activities. …

The contents of the Writing Center are also available as a live, interactive training session, complete with slides, talking points, and activities. …

There’s a lot to consider when deciding where to submit your work. Learn how to choose a journal that will help your study reach its audience, while reflecting your values as a researcher…

research paper conclusion phrases

  • Walden University
  • Faculty Portal

Writing a Paper: Conclusions

Writing a conclusion.

A conclusion is an important part of the paper; it provides closure for the reader while reminding the reader of the contents and importance of the paper. It accomplishes this by stepping back from the specifics in order to view the bigger picture of the document. In other words, it is reminding the reader of the main argument. For most course papers, it is usually one paragraph that simply and succinctly restates the main ideas and arguments, pulling everything together to help clarify the thesis of the paper. A conclusion does not introduce new ideas; instead, it should clarify the intent and importance of the paper. It can also suggest possible future research on the topic.

An Easy Checklist for Writing a Conclusion

It is important to remind the reader of the thesis of the paper so he is reminded of the argument and solutions you proposed.
Think of the main points as puzzle pieces, and the conclusion is where they all fit together to create a bigger picture. The reader should walk away with the bigger picture in mind.
Make sure that the paper places its findings in the context of real social change.
Make sure the reader has a distinct sense that the paper has come to an end. It is important to not leave the reader hanging. (You don’t want her to have flip-the-page syndrome, where the reader turns the page, expecting the paper to continue. The paper should naturally come to an end.)
No new ideas should be introduced in the conclusion. It is simply a review of the material that is already present in the paper. The only new idea would be the suggesting of a direction for future research.

Conclusion Example

As addressed in my analysis of recent research, the advantages of a later starting time for high school students significantly outweigh the disadvantages. A later starting time would allow teens more time to sleep--something that is important for their physical and mental health--and ultimately improve their academic performance and behavior. The added transportation costs that result from this change can be absorbed through energy savings. The beneficial effects on the students’ academic performance and behavior validate this decision, but its effect on student motivation is still unknown. I would encourage an in-depth look at the reactions of students to such a change. This sort of study would help determine the actual effects of a later start time on the time management and sleep habits of students.

Related Webinar

Webinar

Didn't find what you need? Email us at [email protected] .

  • Previous Page: Thesis Statements
  • Next Page: Writer's Block
  • Office of Student Disability Services

Walden Resources

Departments.

  • Academic Residencies
  • Academic Skills
  • Career Planning and Development
  • Customer Care Team
  • Field Experience
  • Military Services
  • Student Success Advising
  • Writing Skills

Centers and Offices

  • Center for Social Change
  • Office of Academic Support and Instructional Services
  • Office of Degree Acceleration
  • Office of Research and Doctoral Services
  • Office of Student Affairs

Student Resources

  • Doctoral Writing Assessment
  • Form & Style Review
  • Quick Answers
  • ScholarWorks
  • SKIL Courses and Workshops
  • Walden Bookstore
  • Walden Catalog & Student Handbook
  • Student Safety/Title IX
  • Legal & Consumer Information
  • Website Terms and Conditions
  • Cookie Policy
  • Accessibility
  • Accreditation
  • State Authorization
  • Net Price Calculator
  • Contact Walden

Walden University is a member of Adtalem Global Education, Inc. www.adtalem.com Walden University is certified to operate by SCHEV © 2024 Walden University LLC. All rights reserved.

Research Paper Guide

Research Paper Conclusion

Barbara P

Writing a Research Paper Conclusion - Step-by-Step Guide

How To Write A Conclusion For A Research Paper

People also read

Research Paper Writing - A Step by Step Guide

Research Paper Examples - Free Sample Papers for Different Formats!

Guide to Creating Effective Research Paper Outline

Interesting Research Paper Topics for 2024

Research Proposal Writing - A Step-by-Step Guide

How to Start a Research Paper - 7 Easy Steps

How to Write an Abstract for a Research Paper - A Step by Step Guide

Writing a Literature Review For a Research Paper - A Comprehensive Guide

Qualitative Research - Methods, Types, and Examples

8 Types of Qualitative Research - Overview & Examples

Qualitative vs Quantitative Research - Learning the Basics

200+ Engaging Psychology Research Paper Topics for Students in 2024

Learn How to Write a Hypothesis in a Research Paper: Examples and Tips!

20+ Types of Research With Examples - A Detailed Guide

Understanding Quantitative Research - Types & Data Collection Techniques

230+ Sociology Research Topics & Ideas for Students

How to Cite a Research Paper - A Complete Guide

Excellent History Research Paper Topics- 300+ Ideas

A Guide on Writing the Method Section of a Research Paper - Examples & Tips

How To Write an Introduction Paragraph For a Research Paper: Learn with Examples

Crafting a Winning Research Paper Title: A Complete Guide

Writing a Thesis For a Research Paper - A Comprehensive Guide

How To Write A Discussion For A Research Paper | Examples & Tips

How To Write The Results Section of A Research Paper | Steps & Examples

Writing a Problem Statement for a Research Paper - A Comprehensive Guide

Finding Sources For a Research Paper: A Complete Guide

A Guide on How to Edit a Research Paper

200+ Ethical Research Paper Topics to Begin With (2024)

300+ Controversial Research Paper Topics & Ideas - 2024 Edition

150+ Argumentative Research Paper Topics For You - 2024

How to Write a Research Methodology for a Research Paper

Finishing a research paper feels great, but getting to the end—especially the conclusion—can be a bit tricky. 

People often wonder, "How do I wrap up my findings nicely?" or "What tone should I use in the conclusion?" 

If you're dealing with these questions, you're not alone! Many researchers find writing a good conclusion a bit challenging since it's a crucial part that is meant to leave a strong impression on your readers.

No need to worry! 

In this guide, we'll show you how to write a conclusion that not only ties up your research paper neatly but also leaves a strong impression. We'll cover everything from summarizing effectively to creating the right feeling. 

So, let’s get started. 

Arrow Down

  • 1. What is a Research Paper Conclusion?
  • 2. How to Write a Research Paper Conclusion: 7 Steps
  • 3. Research Paper Conclusion Examples
  • 4. Things to Avoid While Writing the Research Paper Conclusion

What is a Research Paper Conclusion?

A research paper conclusion is like the final chapter of your paper. It's where you bring everything together and leave a lasting impression on your readers. 

In simple terms, it's the last part where you sum up what you found during your research and explain why it matters. 

The conclusion isn't just a summary; it's a chance to make your research memorable and show its importance.

Types of Research Paper Conclusions

When it comes to writing the conclusion of your research paper, there isn't a one-size-fits-all approach. Different types of research papers call for different types of conclusions. Here are some common types:

  • Summarizing Conclusion

This type recaps the key points and findings of your research. It's like giving your readers a quick overview of what you discovered without introducing new information. Summarizing conclusions works well for straightforward research papers.

  • Reflective Conclusion

A reflective conclusion allows you to share your personal thoughts on the research process, challenges faced, and lessons learned. It adds a human touch to your paper, giving readers insight into your journey as a researcher.

  • Open-ended Conclusion

Some research papers benefit from an open-ended conclusion that leaves room for further exploration. This type invites readers to think critically, ask questions, or even conduct additional research on the same topic.

How to Write a Research Paper Conclusion: 7 Steps

Writing an effective conclusion for your research paper involves more than just summarizing your findings. Follow these six essential steps to ensure your conclusion leaves a lasting impact:

Step 1: Restate the Research Problem

Start wrapping up your paper by going back to the main research question or issue you were investigating. 

Remind your readers about what you were trying to find out or understand. This gives your conclusion a clear connection to the original goal of your research, helping readers see the bigger picture.

Step 2: Revisit Your Thesis Statement

Go back to the main idea or argument you had in your paper—this is called your thesis statement. Double-check that your conclusion matches and supports what you wanted to prove or talk about in the beginning. 

This step is important because it keeps your conclusion connected to the main point of your research, making everything fit together nicely.

Step 3: Summarize Key Points

Give a short and clear recap of the most important things you found in your research. Keep it simple and stick to what you've already talked about—don't bring in new details now. 

The goal is to remind your readers of the important stuff you covered earlier. This helps to underline why your research is important and what you want them to take away from it.

Step 4: Discuss the Implications

Address the broader implications of your research. Explain why your findings matter and how they contribute to the existing body of knowledge in your field. 

Discuss the practical applications of your research and highlight any potential areas for further exploration.

Step 5: Connect with the Introduction

Create a seamless connection between your conclusion and the introduction. Referencing key elements from the introduction helps to create a cohesive narrative for your paper. 

This connection gives your research a sense of completeness and unity.

Step 6: Consider the "So What?" Factor

Ask yourself the question, "So what?" Why should readers care about your research? Clearly articulate the significance of your findings and their relevance to the broader academic or real-world context. 

Demonstrating the impact of your research adds depth to your conclusion.

Step 7: End with a Strong Closing Statement:

Conclude your research paper with a memorable closing statement. This could be a thought-provoking reflection, a call to action, or a suggestion for future research.

A strong closing leaves a lasting impression on your readers and emphasizes the importance of your work.

Research Paper Conclusion Examples

When it comes to writing a conclusion for your research paper, examining examples can offer valuable insights. Let’s take a look at this comprehensive example given below:

Still wondering how to write the conclusion for your research paper? Check out these examples for better understanding:

Conclusion For A Research Paper APA

Conclusion For A Research Paper Example Pdf

Conclusion For A Research Paper Pdf

Conclusion For A Research Paper Middle School

Conclusion For A Scientific Paper

Conclusion For A Research Paper Sample

Things to Avoid While Writing the Research Paper Conclusion

While crafting a conclusion for your research paper, it's crucial to steer clear of common pitfalls that can diminish the impact of your final remarks. 

Here are some things to avoid:

  • Repetition: Avoid rehashing the exact language used in the introduction or body of your paper. A conclusion should summarize key points without duplicating content.
  • Introducing New Information: Resist the temptation to introduce new ideas or data in the conclusion. This section is for summarizing existing content and reinforcing key findings.
  • Overly Complex Language: Keep your conclusion clear and accessible. Avoid introducing overly complex or technical language that might confuse your readers.
  • Lack of Connection to Introduction: Ensure that your conclusion ties back to the introduction. Failing to connect these sections can make your paper feel disjointed.
  • Vague Statements: Steer clear of vague statements that lack substance. Clearly articulate the significance of your findings and their broader implications.
  • Apologies or Excuses: Avoid including apologies or excuses for limitations in your research. While acknowledging limitations is important, the conclusion is not the place to dwell on them.
  • New Arguments or Debates: The conclusion is not the space to introduce new debates or arguments. Keep the focus on summarizing your research and its implications.
  • Abrupt Endings: A conclusion should not end abruptly. Instead, provide a thoughtful and well-rounded closing statement about the results of your study.

To sum it up, we've gone through important steps to make your research paper conclusion strong. We covered things like going back to your main question, talking about the most important points, and thinking about why your research matters in the real world.

Remember, a good ending is more than just a summary; it captures the heart of your research and answers the big "So what?" question. 

Remember, don't say the same things too much, don't add new details at the end, and keep your language simple!

If you ever need help with your academic writing, MyPerfectWords.com is here for you. Our expert writers are committed to helping you excel in your research papers and beyond. 

Take the next step towards academic success with MyPerfectWords.com, and hire our legit essay writing service  today!

AI Essay Bot

Write Essay Within 60 Seconds!

Barbara P

Dr. Barbara is a highly experienced writer and author who holds a Ph.D. degree in public health from an Ivy League school. She has worked in the medical field for many years, conducting extensive research on various health topics. Her writing has been featured in several top-tier publications.

Get Help

Paper Due? Why Suffer? That’s our Job!

Keep reading

research paper

  • Affiliate Program

Wordvice

  • UNITED STATES
  • 台灣 (TAIWAN)
  • TÜRKIYE (TURKEY)
  • Academic Editing Services
  • - Research Paper
  • - Journal Manuscript
  • - Dissertation
  • - College & University Assignments
  • Admissions Editing Services
  • - Application Essay
  • - Personal Statement
  • - Recommendation Letter
  • - Cover Letter
  • - CV/Resume
  • Business Editing Services
  • - Business Documents
  • - Report & Brochure
  • - Website & Blog
  • Writer Editing Services
  • - Script & Screenplay
  • Our Editors
  • Client Reviews
  • Editing & Proofreading Prices
  • Wordvice Points
  • Partner Discount
  • Plagiarism Checker
  • APA Citation Generator
  • MLA Citation Generator
  • Chicago Citation Generator
  • Vancouver Citation Generator
  • - APA Style
  • - MLA Style
  • - Chicago Style
  • - Vancouver Style
  • Writing & Editing Guide
  • Academic Resources
  • Admissions Resources

Effective Transition Words for Research Papers

research paper conclusion phrases

What are transition words in academic writing?

A transition is a change from one idea to another idea in writing or speaking and can be achieved using transition terms or phrases. These transitions are usually placed at the beginning of sentences, independent clauses, and paragraphs and thus establish a specific relationship between ideas or groups of ideas. Transitions are used to enhance cohesion in your paper and make its logical development clearer to readers.

Types of Transition Words

Transitions accomplish many different objectives. We can divide all transitions into four basic categories:

  • Additive transitions  signal to the reader that you are adding or referencing information
  • Adversative transitions  indicate conflict or disagreement between pieces of information
  • Causal transitions  point to consequences and show cause-and-effect relationships
  • Sequential transitions  clarify the order and sequence of information and the overall structure of the paper

Additive Transitions

These terms signal that new information is being added (between both sentences and paragraphs), introduce or highlight information, refer to something that was just mentioned, add a similar situation, or identify certain information as important.

Adversative Transitions

These terms and phrases distinguish facts, arguments, and other information, whether by contrasting and showing differences; by conceding points or making counterarguments; by dismissing the importance of a fact or argument; or replacing and suggesting alternatives.

Causal Transitions

These terms and phrases signal the reasons, conditions, purposes, circumstances, and cause-and-effect relationships. These transitions often come after an important point in the research paper has been established or to explore hypothetical relationships or circumstances.

Sequential Transitions

These transition terms and phrases organize your paper by numerical sequence; by showing continuation in thought or action; by referring to previously-mentioned information; by indicating digressions; and, finally, by concluding and summing up your paper. Sequential transitions are essential to creating structure and helping the reader understand the logical development through your paper’s methods, results, and analysis.

How to Choose Transitions in Academic Writing

Transitions are commonplace elements in writing, but they are also powerful tools that can be abused or misapplied if one isn’t careful. Here are some ways to ensure you are using transitions effectively.

  • Check for overused, awkward, or absent transitions during the paper editing process. Don’t spend too much time trying to find the “perfect” transition while writing the paper.
  • When you find a suitable place where a transition could connect ideas, establish relationships, and make it easier for the reader to understand your point, use the list to find a suitable transition term or phrase.
  • Similarly, if you have repeated some terms again and again, find a substitute transition from the list and use that instead. This will help vary your writing and enhance the communication of ideas.
  • Read the beginning of each paragraph. Did you include a transition? If not, look at the information in that paragraph and the preceding paragraph and ask yourself: “How does this information connect?” Then locate the best transition from the list.
  • Check the structure of your paper—are your ideas clearly laid out in order? You should be able to locate sequence terms such as “first,” “second,” “following this,” “another,” “in addition,” “finally,” “in conclusion,” etc. These terms will help outline your paper for the reader.

For more helpful information on academic writing and the journal publication process, visit Wordvice’s  Academic Resources  Page. And be sure to check out Wordvice’s professional English editing services if you are looking for  paper editing and proofreading  after composing your academic document.

 Wordvice Tools

  • Wordvice APA Citation Generator
  • Wordvice MLA Citation Generator
  • Wordvice Chicago Citation Generator
  • Wordvice Vancouver Citation Generator
  • Wordvice Plagiarism Checker
  • Editing & Proofreading Guide

Wordvice Resources

  • How to Write the Best Journal Submissions Cover Letter
  • 100+ Strong Verbs That Will Make Your Research Writing Amazing
  • How to Write an Abstract
  • Which Tense to Use in Your Abstract
  • Active and Passive Voice in Research Papers
  • Common Phrases Used in Academic Writing

Other Resources Around the Web

  • MSU Writing Center.  Transition Words.
  • UW-Madison Writing Center.  Transition Words and Phrases.

Keyphrase extraction using graph-based statistical approach with NLP patterns

  • Published: 05 May 2024
  • Volume 49 , article number  170 , ( 2024 )

Cite this article

research paper conclusion phrases

  • Siddhesh Mehta 1 ,
  • Rushikesh Karwa 1 ,
  • Rahul Chavan 1 ,
  • Vaibhav Khatavkar 1 &
  • Amit Joshi 1  

Explore all metrics

Extracting keyphrases plays a vital role in the field of natural language processing, that focuses on recognizing and retrieving significant phrases that summarize the essential information in a document. This research paper introduces a novel approach to extract keyphrases using a statistical approach based on graphs that incorporates degree centrality, TextRank, closeness, and betweenness measures and natural language processing patterns. This approach involves constructing a graph representation of the document and identifying the most important nodes in the graph and leveraging natural language processing patterns to enhance the accuracy and relevance of the extracted keyphrases. The proposed model is examined on a standard dataset for performance evaluation and its outcomes are evaluated by comparing them with the state-of-art methods for extracting keyphrases. The precision, recall, and F-measure achieved by the proposed model are 0.5263, 0.5498, and 0.5323, respectively which shows that proposed model outperforms existing models. The principal novelty of this methodology resides in the utilization of statistical techniques based on graphs and patterns of natural language processing, which enable the detection of the most pertinent nodes and keyphrases of utmost significance. The proposed approach is generalizable to a wide range of domains and text types, making it a promising approach for keyphrase extraction in various applications, including content analysis, document classification, and search engine optimization. In conclusion, the proposed approach offers a robust and scalable solution for identifying keyphrases that capture the essential information of a document. Future research can build upon this approach to improve the efficiency and effectiveness of automated text analysis.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price includes VAT (Russian Federation)

Instant access to the full article PDF.

Rent this article via DeepDyve

Institutional subscriptions

research paper conclusion phrases

Hammouda Khaled M, Matute Diego N and Kamel Mohamed S 2005 Corephrase: Keyphrase extraction for document clustering. In Machine Learning and Data Mining in Pattern Recognition: 4th International Conference, MLDM 2005, Leipzig, Germany, July 9-11, 2005 , Springer, Berlin, vol 4, pp. 265–274

Amit S 2001 Modern information retrieval: A brief overview. IEEE Data Eng. Bull. 24(4): 35–43

Google Scholar  

Borko H and Bernick M 1963 Automatic document classification. J. ACM (JACM) 10(2): 151–162

Article   Google Scholar  

Papagiannopoulou Eirini and Tsoumakas Grigorios 2020 A review of keyphrase extraction. Wiley Interdiscip. Rev. Data Mining Knowl. Discov. 10(2): 1339

Nazanin F, Adeline N, Fabrice A and Béatrice D 2020 Keyword extraction: Issues and methods. Nat. Lang. Eng. 26(3): 259–291

Ajallouda L, Fagroud F Z, Zellou A and Lahmar E B 2022 Kp-use: an unsupervised approach for key-phrases extraction from documents. Int. J. Adv. Comput. Sci. Appl. 13(4)

Singhal A and Sharma D K 2021 March Keyword extraction using Renyi entropy: a statistical and domain independent method. In 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS) 1, pp. 1970–1975. IEEE

Ding H and Luo X 2021 November AttentionRank: unsupervised keyphrase extraction using self and cross attentions. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing pp. 1919–1928

Liu F, Liu F and Liu Y 2008 December Automatic keyword extraction for the meeting corpus using supervised approach and bigram expansion. In 2008 IEEE Spoken Language Technology Workshop , pp. 181–184. IEEE

Duari S and Bhatnagar V 2020 Complex network based supervised keyword extractor. Expert Syst. Appl. 140: 12876

Santosh T Y S S, Sanyal D K, Bhowmick P K, Das P P 2020 Dake: Document-level attention for keyphrase extraction. In Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part II 42 . Springer International Publishing, pp. 392–401

Akiko A 2003 An information-theoretic perspective of tf-idf measures. Inf. Process. Manage. 39(1): 45–65

Umadevi M 2020 Document comparison based on TF-IDF metric. Int. Res. J. Eng. Technol. 7(02): 1546–1550

Hashemzadeh B and Abdolrazzagh-Nezhad M 2020 Improving keyword extraction in multilingual texts. Int. J. Electric. Comput. Eng. 10(6): 2088–8708

Boudin F 2013 A comparison of centrality measures for graph-based keyphrase extraction. In Proceedings of the Sixth International Joint Conference on Natural Language Processing , pp. 834–838

Florescu C and Caragea C 2017 February A position-biased pagerank algorithm for keyphrase extraction. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 31, No. 1)

Kamal S, Mita N and Suranjan G 2012 Machine learning based keyphrase extraction: comparing decision trees, naïve Bayes, and artificial neural networks. J. Inf. Process. Syst. 8(4): 693–712

Zhang Q, Wang Y, Gong Y and Huang X-J 2016 November Keyphrase extraction using deep recurrent neural networks on twitter. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , pp. 836–845

Qinjun Q, Xie Z, Wu L and Li W 2019 Geoscience keyphrase extraction algorithm using enhanced word embedding. Expert Syst. Appl. 125: 157–169

Gollam R, Saiful A, Mufti M, Zamli Kamal Z and Rahman Mohammed M 2020 Teket: a tree-based unsupervised keyphrase extraction technique. Cogn. Comput. 12: 811–833

Litvak M and Last M 2008 August Graph-based keyword extraction for single-document summarization. In Coling 2008: Proceedings of the Workshop Multi-source Multilingual Information Extraction and summarization , pp. 17–24

Dey P, Chaterjee A and Roy S 2019 Influence maximization in online social network using different centrality measures as seed node of information propagation. Sādhanā 44: 1–13

Article   MathSciNet   Google Scholar  

Zhang J and Luo Y 2017 March Degree centrality, betweenness centrality, and closeness centrality in social network. In 2017 2nd International Conference on Modelling, Simulation and Applied Mathematics (MSAM2017) . Atlantis Press, pp. 300–303

Mark B 2004 Betweenness centrality in large complex networks. Eur. Phys. J. B 38(2): 163–168

Kazuya O, Wei C and Li X-Y 2008 Ranking of closeness centrality for large-scale social networks. Lect. Notes Comput. Sci. 5059: 186–195

Mihalcea R and Tarau P 2004 Textrank: Bringing order into text. In Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , pp. 404–411

Siddiqi S and Sharan A 2015 Keyword and keyphrase extraction techniques: a literature review. Int. J. Comput. Appl. 109(2)

Wang L and Li S 2017 August PKU_ICL at SemEval-2017 task 10: Keyphrase extraction with model ensemble and external knowledge. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) , pp. 934–937

Download references

The work has not received financial support from any funding agency.

Author information

Authors and affiliations.

Department of Computer Engineering and IT, CoEP Technological University, Pune, India

Siddhesh Mehta, Rushikesh Karwa, Rahul Chavan, Vaibhav Khatavkar & Amit Joshi

You can also search for this author in PubMed   Google Scholar

Corresponding author

Correspondence to Siddhesh Mehta .

Ethics declarations

Conflict of interest.

The authors do not have any conflict of interest for this work.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Mehta, S., Karwa, R., Chavan, R. et al. Keyphrase extraction using graph-based statistical approach with NLP patterns. Sādhanā 49 , 170 (2024). https://doi.org/10.1007/s12046-024-02494-z

Download citation

Received : 10 April 2023

Revised : 12 July 2023

Accepted : 11 February 2024

Published : 05 May 2024

DOI : https://doi.org/10.1007/s12046-024-02494-z

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

  • Keyphrases, graph
  • linguistic patterns
  • centrality measures
  • Find a journal
  • Publish with us
  • Track your research

IMAGES

  1. Over 20 Transitional Academic Phrases for a Research Paper's Conclusion

    research paper conclusion phrases

  2. How to Write a Research Paper Conclusion: Tips & Examples

    research paper conclusion phrases

  3. 35 Transition Words for Conclusions (2024)

    research paper conclusion phrases

  4. How To Write a Conclusion for an Essay: Expert Tips and Examples

    research paper conclusion phrases

  5. How To Write A Conclusion Statement For An Essay

    research paper conclusion phrases

  6. Academic Conclusion

    research paper conclusion phrases

VIDEO

  1. HOW TO WRITE RESEARCH/THESIS RESULTS AND DISCUSSIONS, SUMMARY, CONCLUSION, & RECOMMENDATION

  2. HOW TO WRITE THE CONCLUSION AND RECOMMENDATION OF CHAPTER 5

  3. FAQ: How to write a satisfying conclusion for a reader

  4. Writing the research paper conclusion

  5. How to write a research paper conclusion

  6. How to write Conclusion in Research Paper

COMMENTS

  1. Academic Phrases for Writing Conclusion Section of a Research Paper

    In this blog, we discuss phrases related to conclusion section such as summary of results and future work. A research paper should end with a well-constructed conclusion. The conclusion is somewhat similar to the introduction. You restate your aims and objectives and summarize your main findings and evidence for the reader.

  2. Writing a Research Paper Conclusion

    Avoid starting your conclusion with phrases like "In conclusion" or "To conclude," as this can come across as too obvious and make your writing seem unsophisticated. The content and placement of your conclusion should make its function clear without the need for additional signposting. ... Writing a Research Paper Conclusion | Step-by ...

  3. How to Write a Conclusion for Research Papers (with Examples)

    Provide a brief description of your study: Enter details about your research topic and findings. This information helps Paperpal generate a tailored outline that aligns with your paper's content. Generate the conclusion outline: After entering all necessary details, click on 'generate'.

  4. PDF 7th Edition Discussion Phrases Guide

    Discussion Phrases Guide. Papers usually end with a concluding section, often called the "Discussion.". The Discussion is your opportunity to evaluate and interpret the results of your study or paper, draw inferences and conclusions from it, and communicate its contributions to science and/or society. Use the present tense when writing the ...

  5. Ending the Essay: Conclusions

    Finally, some advice on how not to end an essay: Don't simply summarize your essay. A brief summary of your argument may be useful, especially if your essay is long--more than ten pages or so. But shorter essays tend not to require a restatement of your main ideas. Avoid phrases like "in conclusion," "to conclude," "in summary," and "to sum up ...

  6. Academic Phrasebank

    In dissertations and research papers, conclusions tend to be more complex and will also include sections on the significance of the findings and recommendations for future work. Conclusions may be optional in research articles where consolidation of the study and general implications are covered in the Discussion section. However, they are ...

  7. How to Conclude an Essay

    Step 1: Return to your thesis. To begin your conclusion, signal that the essay is coming to an end by returning to your overall argument. Don't just repeat your thesis statement —instead, try to rephrase your argument in a way that shows how it has been developed since the introduction. Example: Returning to the thesis.

  8. Conclusions

    Highlight the "so what". At the beginning of your paper, you explain to your readers what's at stake—why they should care about the argument you're making. In your conclusion, you can bring readers back to those stakes by reminding them why your argument is important in the first place. You can also draft a few sentences that put ...

  9. How to Write a Thesis or Dissertation Conclusion

    Step 2: Summarize and reflect on your research. Step 3: Make future recommendations. Step 4: Emphasize your contributions to your field. Step 5: Wrap up your thesis or dissertation. Full conclusion example. Conclusion checklist. Other interesting articles. Frequently asked questions about conclusion sections.

  10. Research Paper Conclusion

    Here are some steps you can follow to write an effective research paper conclusion: Restate the research problem or question: Begin by restating the research problem or question that you aimed to answer in your research. This will remind the reader of the purpose of your study. Summarize the main points: Summarize the key findings and results ...

  11. How to write a strong conclusion for your research paper

    Step 1: Restate the problem. Always begin by restating the research problem in the conclusion of a research paper. This serves to remind the reader of your hypothesis and refresh them on the main point of the paper. When restating the problem, take care to avoid using exactly the same words you employed earlier in the paper.

  12. 9. The Conclusion

    The conclusion is intended to help the reader understand why your research should matter to them after they have finished reading the paper. A conclusion is not merely a summary of the main topics covered or a re-statement of your research problem, but a synthesis of key points derived from the findings of your study and, if applicable, where you recommend new areas for future research.

  13. How to Write Discussions and Conclusions

    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 ...

  14. PDF Conclusion Section for Research Papers

    While these phrases are helpful during oral presentations, context clues should indicate to your reader that they are reading the conclusion of your paper. DO provide a brief overview of your paper and address whether or not it answers your research questions. DON'T introduce new information. Instead, your conclusion should restate your main ...

  15. How to Write a Conclusion for a Research Paper: Effective Tips and

    The conclusion is where you describe the consequences of your arguments by justifying to your readers why your arguments matter (Hamilton College, 2014). Derntl (2014) also describes conclusion as the counterpart of the introduction. Using the Hourglass Model (Swales, 1993) as a visual reference, Derntl describes conclusion as the part of the ...

  16. Conclusions

    Writing a Conclusion. A conclusion is an important part of the paper; it provides closure for the reader while reminding the reader of the contents and importance of the paper. It accomplishes this by stepping back from the specifics in order to view the bigger picture of the document. In other words, it is reminding the reader of the main ...

  17. How to Write a Conclusion for a Research Paper

    A conclusion is the final paragraph of a research paper and serves to help the reader understand why your research should matter to them. The conclusion of a conclusion should: Restate your topic and why it is important. Restate your thesis/claim. Address opposing viewpoints and explain why readers should align with your position.

  18. How To Write A Conclusion For A Research Paper: 7+ Examples

    Step 7: End with a Strong Closing Statement: Conclude your research paper with a memorable closing statement. This could be a thought-provoking reflection, a call to action, or a suggestion for future research. A strong closing leaves a lasting impression on your readers and emphasizes the importance of your work.

  19. How to Write a Conclusion for a Research Paper

    1. Empirical research paper conclusion. Here's a basic structure for the conclusion of an empirical paper. By [research methods or procedures], this study demonstrated that [findings]. [How findings relate to previous research]. [Evidence], despite [limitations], suggests that [overall takeaway from the research]. [Future implications of the ...

  20. (PDF) Useful Phrases for Writing Research Papers

    The same phrases may be needed in several sections of your paper. Below I have suggested which phrases you might need in each section. Abstract 1, 5 and possibly 2-4 Introduction 1-8, 9-16

  21. Good Conclusion Starters for Final Paragraphs

    If you're looking for good conclusion starters to finish your piece strongly, look no further. Find examples of great ways to begin your conclusion here.

  22. Effective Transition Words for Research Papers

    Here are some of the most useful transition words for research papers. 1-888-627-6631; [email protected]; Jobs; FAQ; About Us ... In conclusion; Given these points; In summary; To sum up ... Active and Passive Voice in Research Papers; Common Phrases Used in Academic Writing; Other Resources Around the Web. MSU Writing Center.

  23. Keyphrase extraction using graph-based statistical approach ...

    Extracting keyphrases plays a vital role in the field of natural language processing, that focuses on recognizing and retrieving significant phrases that summarize the essential information in a document. This research paper introduces a novel approach to extract keyphrases using a statistical approach based on graphs that incorporates degree centrality, TextRank, closeness, and betweenness ...