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How to Write a Conclusion for Research Papers (with Examples)
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Research Paper Conclusion – Writing Guide and Examples
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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
Muhammad Hassan
Researcher, Academic Writer, Web developer
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- How to Write Discussions and Conclusions
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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 to conclusion](https://plos.org/wp-content/uploads/2020/10/2020-10-01-10_35_38-Writing-Center-ECR-Twitter-Poll-Excel.png)
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 to conclusion](https://plos.org/wp-content/uploads/2020/11/How-to-write-your-discussion-infographic.png)
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!
![research to conclusion What to do](https://plos.org/wp-content/uploads/2020/09/Thumb-up_GREEN-e1598388261821.png)
- 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.
![research to conclusion What not to do](https://plos.org/wp-content/uploads/2020/09/Thumb-DOWN_RED-e1598388156186.png)
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
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How to Write a Conclusion for a Research Paper
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3-minute read
- 29th August 2023
If you’re writing a research paper, the conclusion is your opportunity to summarize your findings and leave a lasting impression on your readers. In this post, we’ll take you through how to write an effective conclusion for a research paper and how you can:
· Reword your thesis statement
· Highlight the significance of your research
· Discuss limitations
· Connect to the introduction
· End with a thought-provoking statement
Rewording Your Thesis Statement
Begin your conclusion by restating your thesis statement in a way that is slightly different from the wording used in the introduction. Avoid presenting new information or evidence in your conclusion. Just summarize the main points and arguments of your essay and keep this part as concise as possible. Remember that you’ve already covered the in-depth analyses and investigations in the main body paragraphs of your essay, so it’s not necessary to restate these details in the conclusion.
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Highlighting the Significance of Your Research
The conclusion is a good place to emphasize the implications of your research . Avoid ambiguous or vague language such as “I think” or “maybe,” which could weaken your position. Clearly explain why your research is significant and how it contributes to the broader field of study.
Here’s an example from a (fictional) study on the impact of social media on mental health:
Discussing Limitations
Although it’s important to emphasize the significance of your study, you can also use the conclusion to briefly address any limitations you discovered while conducting your research, such as time constraints or a shortage of resources. Doing this demonstrates a balanced and honest approach to your research.
Connecting to the Introduction
In your conclusion, you can circle back to your introduction , perhaps by referring to a quote or anecdote you discussed earlier. If you end your paper on a similar note to how you began it, you will create a sense of cohesion for the reader and remind them of the meaning and significance of your research.
Ending With a Thought-Provoking Statement
Consider ending your paper with a thought-provoking and memorable statement that relates to the impact of your research questions or hypothesis. This statement can be a call to action, a philosophical question, or a prediction for the future (positive or negative). Here’s an example that uses the same topic as above (social media and mental health):
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Conclusions
What this handout is about.
This handout will explain the functions of conclusions, offer strategies for writing effective ones, help you evaluate conclusions you’ve drafted, and suggest approaches to avoid.
About conclusions
Introductions and conclusions can be difficult to write, but they’re worth investing time in. They can have a significant influence on a reader’s experience of your paper.
Just as your introduction acts as a bridge that transports your readers from their own lives into the “place” of your analysis, your conclusion can provide a bridge to help your readers make the transition back to their daily lives. Such a conclusion will help them see why all your analysis and information should matter to them after they put the paper down.
Your conclusion is your chance to have the last word on the subject. The conclusion allows you to have the final say on the issues you have raised in your paper, to synthesize your thoughts, to demonstrate the importance of your ideas, and to propel your reader to a new view of the subject. It is also your opportunity to make a good final impression and to end on a positive note.
Your conclusion can go beyond the confines of the assignment. The conclusion pushes beyond the boundaries of the prompt and allows you to consider broader issues, make new connections, and elaborate on the significance of your findings.
Your conclusion should make your readers glad they read your paper. Your conclusion gives your reader something to take away that will help them see things differently or appreciate your topic in personally relevant ways. It can suggest broader implications that will not only interest your reader, but also enrich your reader’s life in some way. It is your gift to the reader.
Strategies for writing an effective conclusion
One or more of the following strategies may help you write an effective conclusion:
- Play the “So What” Game. If you’re stuck and feel like your conclusion isn’t saying anything new or interesting, ask a friend to read it with you. Whenever you make a statement from your conclusion, ask the friend to say, “So what?” or “Why should anybody care?” Then ponder that question and answer it. Here’s how it might go: You: Basically, I’m just saying that education was important to Douglass. Friend: So what? You: Well, it was important because it was a key to him feeling like a free and equal citizen. Friend: Why should anybody care? You: That’s important because plantation owners tried to keep slaves from being educated so that they could maintain control. When Douglass obtained an education, he undermined that control personally. You can also use this strategy on your own, asking yourself “So What?” as you develop your ideas or your draft.
- Return to the theme or themes in the introduction. This strategy brings the reader full circle. For example, if you begin by describing a scenario, you can end with the same scenario as proof that your essay is helpful in creating a new understanding. You may also refer to the introductory paragraph by using key words or parallel concepts and images that you also used in the introduction.
- Synthesize, don’t summarize. Include a brief summary of the paper’s main points, but don’t simply repeat things that were in your paper. Instead, show your reader how the points you made and the support and examples you used fit together. Pull it all together.
- Include a provocative insight or quotation from the research or reading you did for your paper.
- Propose a course of action, a solution to an issue, or questions for further study. This can redirect your reader’s thought process and help them to apply your info and ideas to their own life or to see the broader implications.
- Point to broader implications. For example, if your paper examines the Greensboro sit-ins or another event in the Civil Rights Movement, you could point out its impact on the Civil Rights Movement as a whole. A paper about the style of writer Virginia Woolf could point to her influence on other writers or on later feminists.
Strategies to avoid
- Beginning with an unnecessary, overused phrase such as “in conclusion,” “in summary,” or “in closing.” Although these phrases can work in speeches, they come across as wooden and trite in writing.
- Stating the thesis for the very first time in the conclusion.
- Introducing a new idea or subtopic in your conclusion.
- Ending with a rephrased thesis statement without any substantive changes.
- Making sentimental, emotional appeals that are out of character with the rest of an analytical paper.
- Including evidence (quotations, statistics, etc.) that should be in the body of the paper.
Four kinds of ineffective conclusions
- The “That’s My Story and I’m Sticking to It” Conclusion. This conclusion just restates the thesis and is usually painfully short. It does not push the ideas forward. People write this kind of conclusion when they can’t think of anything else to say. Example: In conclusion, Frederick Douglass was, as we have seen, a pioneer in American education, proving that education was a major force for social change with regard to slavery.
- The “Sherlock Holmes” Conclusion. Sometimes writers will state the thesis for the very first time in the conclusion. You might be tempted to use this strategy if you don’t want to give everything away too early in your paper. You may think it would be more dramatic to keep the reader in the dark until the end and then “wow” them with your main idea, as in a Sherlock Holmes mystery. The reader, however, does not expect a mystery, but an analytical discussion of your topic in an academic style, with the main argument (thesis) stated up front. Example: (After a paper that lists numerous incidents from the book but never says what these incidents reveal about Douglass and his views on education): So, as the evidence above demonstrates, Douglass saw education as a way to undermine the slaveholders’ power and also an important step toward freedom.
- The “America the Beautiful”/”I Am Woman”/”We Shall Overcome” Conclusion. This kind of conclusion usually draws on emotion to make its appeal, but while this emotion and even sentimentality may be very heartfelt, it is usually out of character with the rest of an analytical paper. A more sophisticated commentary, rather than emotional praise, would be a more fitting tribute to the topic. Example: Because of the efforts of fine Americans like Frederick Douglass, countless others have seen the shining beacon of light that is education. His example was a torch that lit the way for others. Frederick Douglass was truly an American hero.
- The “Grab Bag” Conclusion. This kind of conclusion includes extra information that the writer found or thought of but couldn’t integrate into the main paper. You may find it hard to leave out details that you discovered after hours of research and thought, but adding random facts and bits of evidence at the end of an otherwise-well-organized essay can just create confusion. Example: In addition to being an educational pioneer, Frederick Douglass provides an interesting case study for masculinity in the American South. He also offers historians an interesting glimpse into slave resistance when he confronts Covey, the overseer. His relationships with female relatives reveal the importance of family in the slave community.
Works consulted
We consulted these works while writing this handout. This is not a comprehensive list of resources on the handout’s topic, and we encourage you to do your own research to find additional publications. Please do not use this list as a model for the format of your own reference list, as it may not match the citation style you are using. For guidance on formatting citations, please see the UNC Libraries citation tutorial . We revise these tips periodically and welcome feedback.
Douglass, Frederick. 1995. Narrative of the Life of Frederick Douglass, an American Slave, Written by Himself. New York: Dover.
Hamilton College. n.d. “Conclusions.” Writing Center. Accessed June 14, 2019. https://www.hamilton.edu//academics/centers/writing/writing-resources/conclusions .
Holewa, Randa. 2004. “Strategies for Writing a Conclusion.” LEO: Literacy Education Online. Last updated February 19, 2004. https://leo.stcloudstate.edu/acadwrite/conclude.html.
You may reproduce it for non-commercial use if you use the entire handout and attribute the source: The Writing Center, University of North Carolina at Chapel Hill
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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.
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How to Write a Conclusion for a Research Paper
Last Updated: June 29, 2023 Approved
This article was co-authored by Christopher Taylor, PhD . Christopher Taylor is an Adjunct Assistant Professor of English at Austin Community College in Texas. He received his PhD in English Literature and Medieval Studies from the University of Texas at Austin in 2014. wikiHow marks an article as reader-approved once it receives enough positive feedback. This article received 42 testimonials and 82% of readers who voted found it helpful, earning it our reader-approved status. This article has been viewed 2,258,107 times.
The conclusion of a research paper needs to summarize the content and purpose of the paper without seeming too wooden or dry. Every basic conclusion must share several key elements, but there are also several tactics you can play around with to craft a more effective conclusion and several you should avoid to prevent yourself from weakening your paper's conclusion. Here are some writing tips to keep in mind when creating a conclusion for your next research paper.
Sample Conclusions
Writing a basic conclusion.
![research to conclusion Step 1 Restate the topic.](https://www.wikihow.com/images/thumb/3/3f/Write-a-Conclusion-for-a-Research-Paper-Step-1-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-1-Version-2.jpg)
- Do not spend a great amount of time or space restating your topic.
- A good research paper will make the importance of your topic apparent, so you do not need to write an elaborate defense of your topic in the conclusion.
- Usually a single sentence is all you need to restate your topic.
- An example would be if you were writing a paper on the epidemiology of infectious disease, you might say something like "Tuberculosis is a widespread infectious disease that affects millions of people worldwide every year."
- Yet another example from the humanities would be a paper about the Italian Renaissance: "The Italian Renaissance was an explosion of art and ideas centered around artists, writers, and thinkers in Florence."
![research to conclusion Step 2 Restate your thesis.](https://www.wikihow.com/images/thumb/9/94/Write-a-Conclusion-for-a-Research-Paper-Step-2-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-2-Version-2.jpg)
- A thesis is a narrowed, focused view on the topic at hand.
- This statement should be rephrased from the thesis you included in your introduction. It should not be identical or too similar to the sentence you originally used.
- Try re-wording your thesis statement in a way that complements your summary of the topic of your paper in your first sentence of your conclusion.
- An example of a good thesis statement, going back to the paper on tuberculosis, would be "Tuberculosis is a widespread disease that affects millions of people worldwide every year. Due to the alarming rate of the spread of tuberculosis, particularly in poor countries, medical professionals are implementing new strategies for the diagnosis, treatment, and containment of this disease ."
![research to conclusion Step 3 Briefly summarize your main points.](https://www.wikihow.com/images/thumb/a/ac/Write-a-Conclusion-for-a-Research-Paper-Step-3-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-3-Version-2.jpg)
- A good way to go about this is to re-read the topic sentence of each major paragraph or section in the body of your paper.
- Find a way to briefly restate each point mentioned in each topic sentence in your conclusion. Do not repeat any of the supporting details used within your body paragraphs.
- Under most circumstances, you should avoid writing new information in your conclusion. This is especially true if the information is vital to the argument or research presented in your paper.
- For example, in the TB paper you could summarize the information. "Tuberculosis is a widespread disease that affects millions of people worldwide. Due to the alarming rate of the spread of tuberculosis, particularly in poor countries, medical professionals are implementing new strategies for the diagnosis, treatment, and containment of this disease. In developing countries, such as those in Africa and Southeast Asia, the rate of TB infections is soaring. Crowded conditions, poor sanitation, and lack of access to medical care are all compounding factors in the spread of the disease. Medical experts, such as those from the World Health Organization are now starting campaigns to go into communities in developing countries and provide diagnostic testing and treatments. However, the treatments for TB are very harsh and have many side effects. This leads to patient non-compliance and spread of multi-drug resistant strains of the disease."
![research to conclusion Step 4 Add the points up.](https://www.wikihow.com/images/thumb/f/f0/Write-a-Conclusion-for-a-Research-Paper-Step-4-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-4-Version-2.jpg)
- Note that this is not needed for all research papers.
- If you already fully explained what the points in your paper mean or why they are significant, you do not need to go into them in much detail in your conclusion. Simply restating your thesis or the significance of your topic should suffice.
- It is always best practice to address important issues and fully explain your points in the body of your paper. The point of a conclusion to a research paper is to summarize your argument for the reader and, perhaps, to call the reader to action if needed.
![research to conclusion Step 5 Make a call to action when appropriate.](https://www.wikihow.com/images/thumb/4/4a/Write-a-Conclusion-for-a-Research-Paper-Step-5-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-5-Version-2.jpg)
- Note that a call for action is not essential to all conclusions. A research paper on literary criticism, for instance, is less likely to need a call for action than a paper on the effect that television has on toddlers and young children.
- A paper that is more likely to call readers to action is one that addresses a public or scientific need. Let's go back to our example of tuberculosis. This is a very serious disease that is spreading quickly and with antibiotic-resistant forms.
- A call to action in this research paper would be a follow-up statement that might be along the lines of "Despite new efforts to diagnose and contain the disease, more research is needed to develop new antibiotics that will treat the most resistant strains of tuberculosis and ease the side effects of current treatments."
![research to conclusion Step 6 Answer the “so what” question.](https://www.wikihow.com/images/thumb/8/88/Write-a-Conclusion-to-a-Literary-Essay-Step-7.jpg/v4-460px-Write-a-Conclusion-to-a-Literary-Essay-Step-7.jpg)
- For example, if you are writing a history paper, then you might discuss how the historical topic you discussed matters today. If you are writing about a foreign country, then you might use the conclusion to discuss how the information you shared may help readers understand their own country.
Making Your Conclusion as Effective as Possible
![research to conclusion Step 1 Stick with a basic synthesis of information.](https://www.wikihow.com/images/thumb/c/c3/Write-a-Conclusion-for-a-Research-Paper-Step-6-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-6-Version-2.jpg)
- Since this sort of conclusion is so basic, you must aim to synthesize the information rather than merely summarizing it.
- Instead of merely repeating things you already said, rephrase your thesis and supporting points in a way that ties them all together.
- By doing so, you make your research paper seem like a "complete thought" rather than a collection of random and vaguely related ideas.
![research to conclusion Step 2 Bring things full circle.](https://www.wikihow.com/images/thumb/b/bb/Write-a-Conclusion-for-a-Research-Paper-Step-7-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-7-Version-2.jpg)
- Ask a question in your introduction. In your conclusion, restate the question and provide a direct answer.
- Write an anecdote or story in your introduction but do not share the ending. Instead, write the conclusion to the anecdote in the conclusion of your paper.
- For example, if you wanted to get more creative and put a more humanistic spin on a paper on tuberculosis, you might start your introduction with a story about a person with the disease, and refer to that story in your conclusion. For example, you could say something like this before you re-state your thesis in your conclusion: "Patient X was unable to complete the treatment for tuberculosis due to severe side effects and unfortunately succumbed to the disease."
- Use the same concepts and images introduced in your introduction in your conclusion. The images may or may not appear at other points throughout the research paper.
![research to conclusion Step 3 Close with logic.](https://www.wikihow.com/images/thumb/b/b3/Write-a-Conclusion-for-a-Research-Paper-Step-8-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-8-Version-2.jpg)
- Include enough information about your topic to back the statement up but do not get too carried away with excess detail.
- If your research did not provide you with a clear-cut answer to a question posed in your thesis, do not be afraid to indicate as much.
- Restate your initial hypothesis and indicate whether you still believe it or if the research you performed has begun swaying your opinion.
- Indicate that an answer may still exist and that further research could shed more light on the topic at hand.
![research to conclusion Step 4 Pose a question.](https://www.wikihow.com/images/thumb/f/f4/Write-a-Conclusion-for-a-Research-Paper-Step-9-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-9-Version-2.jpg)
- This may not be appropriate for all types of research papers. Most research papers, such as one on effective treatment for diseases, will have the information to make the case for a particular argument already in the paper.
- A good example of a paper that might ask a question of the reader in the ending is one about a social issue, such as poverty or government policy.
- Ask a question that will directly get at the heart or purpose of the paper. This question is often the same question, or some version of it, that you may have started with when you began your research.
- Make sure that the question can be answered by the evidence presented in your paper.
- If desired you can briefly summarize the answer after stating the question. You could also leave the question hanging for the reader to answer, though.
![research to conclusion Step 5 Make a suggestion.](https://www.wikihow.com/images/thumb/f/fd/Write-a-Conclusion-for-a-Research-Paper-Step-10-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-10-Version-2.jpg)
- Even without a call to action, you can still make a recommendation to your reader.
- For instance, if you are writing about a topic like third-world poverty, you can various ways for the reader to assist in the problem without necessarily calling for more research.
- Another example would be, in a paper about treatment for drug-resistant tuberculosis, you could suggest donating to the World Health Organization or research foundations that are developing new treatments for the disease.
Avoiding Common Pitfalls
![research to conclusion Step 1 Avoid saying](https://www.wikihow.com/images/thumb/1/17/Write-a-Conclusion-for-a-Research-Paper-Step-11-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-11-Version-2.jpg)
- These sayings usually sound stiff, unnatural, or trite when used in writing.
- Moreover, using a phrase like "in conclusion" to begin your conclusion is a little too straightforward and tends to lead to a weak conclusion. A strong conclusion can stand on its own without being labeled as such.
![research to conclusion Step 2 Do not wait until the conclusion to state your thesis.](https://www.wikihow.com/images/thumb/1/1e/Write-a-Conclusion-for-a-Research-Paper-Step-12-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-12-Version-2.jpg)
- Always state the main argument or thesis in the introduction. A research paper is an analytical discussion of an academic topic, not a mystery novel.
- A good, effective research paper will allow your reader to follow your main argument from start to finish.
- This is why it is best practice to start your paper with an introduction that states your main argument and to end the paper with a conclusion that re-states your thesis for re-iteration.
![research to conclusion Step 3 Leave out new information.](https://www.wikihow.com/images/thumb/8/85/Write-a-Conclusion-for-a-Research-Paper-Step-13-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-13-Version-2.jpg)
- All significant information should be introduced in the body of the paper.
- Supporting evidence expands the topic of your paper by making it appear more detailed. A conclusion should narrow the topic to a more general point.
- A conclusion should only summarize what you have already stated in the body of your paper.
- You may suggest further research or a call to action, but you should not bring in any new evidence or facts in the conclusion.
![research to conclusion Step 4 Avoid changing the tone of the paper.](https://www.wikihow.com/images/thumb/8/8f/Write-a-Conclusion-for-a-Research-Paper-Step-14-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-14-Version-2.jpg)
- Most often, a shift in tone occurs when a research paper with an academic tone gives an emotional or sentimental conclusion.
- Even if the topic of the paper is of personal significance for you, you should not indicate as much in your paper.
- If you want to give your paper a more humanistic slant, you could start and end your paper with a story or anecdote that would give your topic more personal meaning to the reader.
- This tone should be consistent throughout the paper, however.
![research to conclusion Step 5 Make no apologies.](https://www.wikihow.com/images/thumb/c/cf/Write-a-Conclusion-for-a-Research-Paper-Step-15-Version-2.jpg/v4-460px-Write-a-Conclusion-for-a-Research-Paper-Step-15-Version-2.jpg)
- Apologetic statements include phrases like "I may not be an expert" or "This is only my opinion."
- Statements like this can usually be avoided by refraining from writing in the first-person.
- Avoid any statements in the first-person. First-person is generally considered to be informal and does not fit with the formal tone of a research paper.
Community Q&A
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- ↑ http://owl.english.purdue.edu/owl/resource/724/04/
- ↑ http://www.crlsresearchguide.org/18_Writing_Conclusion.asp
- ↑ http://writing.wisc.edu/Handbook/PlanResearchPaper.html#conclusion
- ↑ http://writingcenter.unc.edu/handouts/conclusions/
- ↑ http://writing2.richmond.edu/writing/wweb/conclude.html
About This Article
![research to conclusion Christopher Taylor, PhD](https://www.wikihow.com/images/thumb/2/2c/Chris_Taylor_Photo.jpg/-crop-100-100-99px-Chris_Taylor_Photo.jpg)
To write a conclusion for a research paper, start by restating your thesis statement to remind your readers what your main topic is and bring everything full circle. Then, briefly summarize all of the main points you made throughout your paper, which will help remind your readers of everything they learned. You might also want to include a call to action if you think more research or work needs to be done on your topic by writing something like, "Despite efforts to contain the disease, more research is needed to develop antibiotics." Finally, end your conclusion by explaining the broader context of your topic and why your readers should care about it, which will help them understand why your topic is relevant and important. For tips from our Academic co-author, like how to avoid common pitfalls when writing your conclusion, scroll down! Did this summary help you? Yes No
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How to Write a Research Paper Conclusion Section
What is a conclusion in a research paper?
The conclusion in a research paper is the final paragraph or two in a research paper. In scientific papers, the conclusion usually follows the Discussion section , summarizing the importance of the findings and reminding the reader why the work presented in the paper is relevant.
However, it can be a bit confusing to distinguish the conclusion section/paragraph from a summary or a repetition of your findings, your own opinion, or the statement of the implications of your work. In fact, the conclusion should contain a bit of all of these other parts but go beyond it—but not too far beyond!
The structure and content of the conclusion section can also vary depending on whether you are writing a research manuscript or an essay. This article will explain how to write a good conclusion section, what exactly it should (and should not) contain, how it should be structured, and what you should avoid when writing it.
Table of Contents:
What does a good conclusion section do, what to include in a research paper conclusion.
- Conclusion in an Essay
- Research Paper Conclusion
- Conclusion Paragraph Outline and Example
- What Not to Do When Writing a Conclusion
The conclusion of a research paper has several key objectives. It should:
- Restate your research problem addressed in the introduction section
- Summarize your main arguments, important findings, and broader implications
- Synthesize key takeaways from your study
The specific content in the conclusion depends on whether your paper presents the results of original scientific research or constructs an argument through engagement with previously published sources.
You presented your general field of study to the reader in the introduction section, by moving from general information (the background of your work, often combined with a literature review ) to the rationale of your study and then to the specific problem or topic you addressed, formulated in the form of the statement of the problem in research or the thesis statement in an essay.
In the conclusion section, in contrast, your task is to move from your specific findings or arguments back to a more general depiction of how your research contributes to the readers’ understanding of a certain concept or helps solve a practical problem, or fills an important gap in the literature. The content of your conclusion section depends on the type of research you are doing and what type of paper you are writing. But whatever the outcome of your work is, the conclusion is where you briefly summarize it and place it within a larger context. It could be called the “take-home message” of the entire paper.
What to summarize in the conclusion
Your conclusion section needs to contain a very brief summary of your work , a very brief summary of the main findings of your work, and a mention of anything else that seems relevant when you now look at your work from a bigger perspective, even if it was not initially listed as one of your main research questions. This could be a limitation, for example, a problem with the design of your experiment that either needs to be considered when drawing any conclusions or that led you to ask a different question and therefore draw different conclusions at the end of your study (compared to when you started out).
Once you have reminded the reader of what you did and what you found, you need to go beyond that and also provide either your own opinion on why your work is relevant (and for whom, and how) or theoretical or practical implications of the study , or make a specific call for action if there is one to be made.
How to Write an Essay Conclusion
Academic essays follow quite different structures than their counterparts in STEM and the natural sciences. Humanities papers often have conclusion sections that are much longer and contain more detail than scientific papers. There are three main types of academic essay conclusions.
Summarizing conclusion
The most typical conclusion at the end of an analytical/explanatory/argumentative essay is a summarizing conclusion . This is, as the name suggests, a clear summary of the main points of your topic and thesis. Since you might have gone through a number of different arguments or subtopics in the main part of your essay, you need to remind the reader again what those were, how they fit into each other, and how they helped you develop or corroborate your hypothesis.
For an essay that analyzes how recruiters can hire the best candidates in the shortest time or on “how starving yourself will increase your lifespan, according to science”, a summary of all the points you discussed might be all you need. Note that you should not exactly repeat what you said earlier, but rather highlight the essential details and present those to your reader in a different way.
Externalizing conclusion
If you think that just reminding the reader of your main points is not enough, you can opt for an externalizing conclusion instead, that presents new points that were not presented in the paper so far. These new points can be additional facts and information or they can be ideas that are relevant to the topic and have not been mentioned before.
Such a conclusion can stimulate your readers to think about your topic or the implications of your analysis in a whole new way. For example, at the end of a historical analysis of a specific event or development, you could direct your reader’s attention to some current events that were not the topic of your essay but that provide a different context for your findings.
Editorial conclusion
In an editorial conclusion , another common type of conclusion that you will find at the end of papers and essays, you do not add new information but instead present your own experiences or opinions on the topic to round everything up. What makes this type of conclusion interesting is that you can choose to agree or disagree with the information you presented in your paper so far. For example, if you have collected and analyzed information on how a specific diet helps people lose weight, you can nevertheless have your doubts on the sustainability of that diet or its practicability in real life—if such arguments were not included in your original thesis and have therefore not been covered in the main part of your paper, the conclusion section is the place where you can get your opinion across.
How to Conclude an Empirical Research Paper
An empirical research paper is usually more concise and succinct than an essay, because, if it is written well, it focuses on one specific question, describes the method that was used to answer that one question, describes and explains the results, and guides the reader in a logical way from the introduction to the discussion without going on tangents or digging into not absolutely relevant topics.
Summarize the findings
In a scientific paper, you should include a summary of the findings. Don’t go into great detail here (you will have presented your in-depth results and discussion already), but do clearly express the answers to the research questions you investigated.
Describe your main findings, even if they weren’t necessarily the ones anticipated, and explain the conclusion they led you to. Explain these findings in as few words as possible.
Instead of beginning with “ In conclusion, in this study, we investigated the effect of stress on the brain using fMRI …”, you should try to find a way to incorporate the repetition of the essential (and only the essential) details into the summary of the key points. “ The findings of this fMRI study on the effect of stress on the brain suggest that …” or “ While it has been known for a long time that stress has an effect on the brain, the findings of this fMRI study show that, surprisingly… ” would be better ways to start a conclusion.
You should also not bring up new ideas or present new facts in the conclusion of a research paper, but stick to the background information you have presented earlier, to the findings you have already discussed, and the limitations and implications you have already described. The one thing you can add here is a practical recommendation that you haven’t clearly stated before—but even that one needs to follow logically from everything you have already discussed in the discussion section.
Discuss the implications
After summing up your key arguments or findings, conclude the paper by stating the broader implications of the research , whether in methods , approach, or findings. Express practical or theoretical takeaways from your paper. This often looks like a “call to action” or a final “sales pitch” that puts an exclamation point on your paper.
If your research topic is more theoretical in nature, your closing statement should express the significance of your argument—for example, in proposing a new understanding of a topic or laying the groundwork for future research.
Future research example
Future research into education standards should focus on establishing a more detailed picture of how novel pedagogical approaches impact young people’s ability to absorb new and difficult concepts. Moreover, observational studies are needed to gain more insight into how specific teaching models affect the retention of relationships and facts—for instance, how inquiry-based learning and its emphasis on lateral thinking can be used as a jumping-off point for more holistic classroom approaches.
Research Conclusion Example and Outline
Let’s revisit the study on the effect of stress on the brain we mentioned before and see what the common structure for a conclusion paragraph looks like, in three steps. Following these simple steps will make it easy for you to wrap everything up in one short paragraph that contains all the essential information:
One: Short summary of what you did, but integrated into the summary of your findings:
While it has been known for a long time that stress has an effect on the brain, the findings of this fMRI study in 25 university students going through mid-term exams show that, surprisingly, one’s attitude to the experienced stress significantly modulates the brain’s response to it.
Note that you don’t need to repeat any methodological or technical details here—the reader has been presented with all of these before, they have read your results section and the discussion of your results, and even (hopefully!) a discussion of the limitations and strengths of your paper. The only thing you need to remind them of here is the essential outcome of your work.
Two: Add implications, and don’t forget to specify who this might be relevant for:
Students could be considered a specific subsample of the general population, but earlier research shows that the effect that exam stress has on their physical and mental health is comparable to the effects of other types of stress on individuals of other ages and occupations. Further research into practical ways of modulating not only one’s mental stress response but potentially also one’s brain activity (e.g., via neurofeedback training) are warranted.
This is a “research implication”, and it is nicely combined with a mention of a potential limitation of the study (the student sample) that turns out not to be a limitation after all (because earlier research suggests we can generalize to other populations). If there already is a lot of research on neurofeedback for stress control, by the way, then this should have been discussed in your discussion section earlier and you wouldn’t say such studies are “warranted” here but rather specify how your findings could inspire specific future experiments or how they should be implemented in existing applications.
Three: The most important thing is that your conclusion paragraph accurately reflects the content of your paper. Compare it to your research paper title , your research paper abstract , and to your journal submission cover letter , in case you already have one—if these do not all tell the same story, then you need to go back to your paper, start again from the introduction section, and find out where you lost the logical thread. As always, consistency is key.
Problems to Avoid When Writing a Conclusion
- Do not suddenly introduce new information that has never been mentioned before (unless you are writing an essay and opting for an externalizing conclusion, see above). The conclusion section is not where you want to surprise your readers, but the take-home message of what you have already presented.
- Do not simply copy your abstract, the conclusion section of your abstract, or the first sentence of your introduction, and put it at the end of the discussion section. Even if these parts of your paper cover the same points, they should not be identical.
- Do not start the conclusion with “In conclusion”. If it has its own section heading, that is redundant, and if it is the last paragraph of the discussion section, it is inelegant and also not really necessary. The reader expects you to wrap your work up in the last paragraph, so you don’t have to announce that. Just look at the above example to see how to start a conclusion in a natural way.
- Do not forget what your research objectives were and how you initially formulated the statement of the problem in your introduction section. If your story/approach/conclusions changed because of methodological issues or information you were not aware of when you started, then make sure you go back to the beginning and adapt your entire story (not just the ending).
Consider Receiving Academic Editing Services
When you have arrived at the conclusion of your paper, you might want to head over to Wordvice AI’s AI Writing Assistant to receive a free grammar check for any academic content.
After drafting, you can also receive English editing and proofreading services , including paper editing services for your journal manuscript. If you need advice on how to write the other parts of your research paper , or on how to make a research paper outline if you are struggling with putting everything you did together, then head over to the Wordvice academic resources pages , where we have a lot more articles and videos for you.
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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.
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So much is at stake in writing a conclusion. This is, after all, your last chance to persuade your readers to your point of view, to impress yourself upon them as a writer and thinker. And the impression you create in your conclusion will shape the impression that stays with your readers after they've finished the essay.
The end of an essay should therefore convey a sense of completeness and closure as well as a sense of the lingering possibilities of the topic, its larger meaning, its implications: the final paragraph should close the discussion without closing it off.
To establish a sense of closure, you might do one or more of the following:
- Conclude by linking the last paragraph to the first, perhaps by reiterating a word or phrase you used at the beginning.
- Conclude with a sentence composed mainly of one-syllable words. Simple language can help create an effect of understated drama.
- Conclude with a sentence that's compound or parallel in structure; such sentences can establish a sense of balance or order that may feel just right at the end of a complex discussion.
To close the discussion without closing it off, you might do one or more of the following:
- Conclude with a quotation from or reference to a primary or secondary source, one that amplifies your main point or puts it in a different perspective. A quotation from, say, the novel or poem you're writing about can add texture and specificity to your discussion; a critic or scholar can help confirm or complicate your final point. For example, you might conclude an essay on the idea of home in James Joyce's short story collection, Dubliners , with information about Joyce's own complex feelings towards Dublin, his home. Or you might end with a biographer's statement about Joyce's attitude toward Dublin, which could illuminate his characters' responses to the city. Just be cautious, especially about using secondary material: make sure that you get the last word.
- Conclude by setting your discussion into a different, perhaps larger, context. For example, you might end an essay on nineteenth-century muckraking journalism by linking it to a current news magazine program like 60 Minutes .
- Conclude by redefining one of the key terms of your argument. For example, an essay on Marx's treatment of the conflict between wage labor and capital might begin with Marx's claim that the "capitalist economy is . . . a gigantic enterprise of dehumanization "; the essay might end by suggesting that Marxist analysis is itself dehumanizing because it construes everything in economic -- rather than moral or ethical-- terms.
- Conclude by considering the implications of your argument (or analysis or discussion). What does your argument imply, or involve, or suggest? For example, an essay on the novel Ambiguous Adventure , by the Senegalese writer Cheikh Hamidou Kane, might open with the idea that the protagonist's development suggests Kane's belief in the need to integrate Western materialism and Sufi spirituality in modern Senegal. The conclusion might make the new but related point that the novel on the whole suggests that such an integration is (or isn't) possible.
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." These phrases can be useful--even welcome--in oral presentations. But readers can see, by the tell-tale compression of the pages, when an essay is about to end. You'll irritate your audience if you belabor the obvious.
- Resist the urge to apologize. If you've immersed yourself in your subject, you now know a good deal more about it than you can possibly include in a five- or ten- or 20-page essay. As a result, by the time you've finished writing, you may be having some doubts about what you've produced. (And if you haven't immersed yourself in your subject, you may be feeling even more doubtful about your essay as you approach the conclusion.) Repress those doubts. Don't undercut your authority by saying things like, "this is just one approach to the subject; there may be other, better approaches. . ."
Copyright 1998, Pat Bellanca, for the Writing Center at Harvard University
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Conclusions
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Conclusions wrap up what you have been discussing in your paper. After moving from general to specific information in the introduction and body paragraphs, your conclusion should begin pulling back into more general information that restates the main points of your argument. Conclusions may also call for action or overview future possible research. The following outline may help you conclude your paper:
In a general way,
- Restate your topic and why it is important,
- Restate your thesis/claim,
- Address opposing viewpoints and explain why readers should align with your position,
- Call for action or overview future research possibilities.
Remember that once you accomplish these tasks, unless otherwise directed by your instructor, you are finished. Done. Complete. Don't try to bring in new points or end with a whiz bang(!) conclusion or try to solve world hunger in the final sentence of your conclusion. Simplicity is best for a clear, convincing message.
The preacher's maxim is one of the most effective formulas to follow for argument papers:
Tell what you're going to tell them (introduction).
Tell them (body).
Tell them what you told them (conclusion).
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Mending Historical Memory: Improving People-to-People Ties Between Japan and South Korea
- Ryan Ashley
- May 1, 2024
- Asia Program
Bottom Line
Despite widespread cultural exchange, there is a disconnect in people-to-people ties between japan and south korea., attempts at political reconciliation, like the 2015 comfort women deal, have faced mixed reactions, implementation issues, and controversies., improving japanese and south korean relations come at a time when both nations face existential security concerns from shared adversaries and seek greater security ties with washington..
Japan-Korea relations, historically strained by disputes over historical memory, seem to be experiencing a cautious upswing. Despite the lingering effects of historical, political, and economic disagreements, the rapprochement best seen in 2023’s Camp David summit between the leaders of South Korea, Japan, and the United States points to a noticeable shift. Beyond geopolitics, observers of Japan and Korea have long noted an intriguing cultural exchange among the youth of both nations. In Japan, Korean music, television dramas, and cuisine are deeply popular, while in South Korea, Japanese anime, manga, and culinary delights are equally embraced.
However, this cultural affinity has not translated into a significant increase in regular people-to-people connections between the two countries, especially in the realms of political and security cooperation. Why does this disconnect exist, and what steps can be taken to bridge this gap? While the deeply rooted historical disputes that shadow Seoul-Tokyo relations are unlikely to be resolved anytime soon, fostering stronger interpersonal connections through formal policies is essential for building a foundation that can support future dialogue and mutual understanding.
Japan and South Korea’s cultural disconnect is not a surprising one to those conscious of the extensive and contentious history between the two countries. Under Imperial Japanese rule, the Korean people were subject to brutality and atrocities. From 1910 to 1945, Tokyo enforced policies that included the forced conscription and labor of Korean men, compelling them to fight and work for their oppressors. During this period, Japan also established a “comfort women” system that subjected women to sexual slavery and implemented nationwide practices aimed at eradicating Korean culture, history, and languages.
In the wake of this history, a majority of Koreans feel that Japan has failed to properly atone for and recognize the scale of their historical actions. To many in Japan, in contrast, these disputes are best left in the past and have been adequately handled through diplomacy. An instructive example of the interplay of these forces can be seen in the 2015 deal surrounding comfort women announced by then Prime Minister of Japan Shinzo Abe and South Korean President Park Geun-hye. Abe agreed to the pact, which included Japan’s official acknowledgement and apology for the comfort women issue and provided financial compensation to the victims, largely thanks to its inclusion of the statement: “The Government of Japan confirms that this issue is resolved finally and irreversibly with this announcement.” Despite this concession from Seoul, conservatives within Abe’s party hounded him for acceding to an unnecessary agreement, as they believed the dispute had already been settled. Alternatively, in South Korea, Park experienced broad public backlash thanks to accusations that the agreement was selling out the victims. This backlash, in turn, led to Abe making comments in the Japanese parliament which dismissed claims of the nature of the comfort women stating that , “There was no document found that the comfort women were forcibly taken away,” which only further angered Koreans. When the South Korean government once again asked Abe to apologize for his statement, he declined. Finally, in 2019 the Japanese-funded organization established to compensate the victims was shut down .
However, simultaneous with these tensions, both Japanese and South Korean culture have taken the world, and each other, by storm. Japanese “manga” (comic books) sales are sharing the market with their South Korean “manhwa” equivalents, while at the same time Japanese anime movies are taking first place in Korean box offices. Japan is now the leading consumer of the top-100 K-Pop groups, while Japanese restaurants in Korea have surged in the past years.
Yet, while a cross-sea cultural exchange has boomed, a multitude of reasons have kept their respective populations from making the trip. While by some standards tourism is surging, the pattern is somewhat one-sided, with South Koreans leading the charge in comparison to their Japanese counterparts. In 2023, 5.25 million Koreans visited Japan while only 2.32 million Japanese visited Korea in return. Furthermore, Japan has the highest number of self-proclaimed “never travelers” at 35 percent . This complex interplay of historical grievances and contemporary cultural exchanges illustrates the well-known paradox of Japan-South Korea relations. While pop culture creates bridges, the deep scars of the past and differing perspectives on historical accountability continue to hinder the development of interpersonal connections between the two nations.
The Challenge
Enhancing people-to-people ties between Japan and South Korea is a complex challenge, yet it remains crucial for fostering a more cooperative relationship between Seoul and Tokyo. While there have been various attempts to strengthen these ties, most of these have fallen short due to several key factors.
First, the dynamics are changing within younger generations in both nations. Unlike their predecessors, who were directly affected by wartime atrocities, today’s youth are growing up in an environment that is increasingly distant from these historical grievances. Despite this, it would be a misunderstanding to say the youth have “forgotten,” as these grievances still heavily influence public opinion amongst the younger generations—regardless of many contemporary Japanese and Korean youth forming new memories rooted in cooperation and shared cultural touchstones. This shift is evident in recent surveys, such as the joint study by Genron NPO and the East Asia Research Institute, which revealed a significant improvement in youth mutual perceptions when compared to older ones, but still pointed to a looming gap. In particular, political ideology seems to play a role here, as wartime memory is taking on an increasingly important role in left-leaning South Korea and right-leaning nationalism in Japan, further complicating the picture.
Next, Japan-Korean relations have often been exacerbated rather than ameliorated by government actions on both sides. Political leaders in both Japan and South Korea have sometimes responded to disputes with resolutions and statements that escalate tensions, seeking domestic political appeal over bilateral reconciliation. The 2018 Korean Supreme Court ruling on forced labor, followed by Japan’s retaliatory export controls , exemplifies this pattern. More recent developments, such as the lifting of trade sanctions and attempts at diplomatic reconciliation, show promise but still lack the depth needed for sustainable improvement. President Yoon Suk Yeol’s local funding initiative to compensate forced labor victims and Prime Minister Fumio Kishida’s apologies , while steps in the right direction, fall short of a formal, legal acknowledgment of past events.
Another significant hurdle is Japan’s approach to historical education. The tendency to downplay or whitewash certain aspects of wartime history in Japan, while not as dire as some in Seoul would have commentators believe, still stands in stark contrast to countries like Germany’s handling of its past. An example of this can be seen in the persistent issue of the Dokdo/Takeshima islands. Young people in Japan and Korea, who embrace a combative relationship with their counterparts across the Tsushima Strait, particularly depend on this issue to define their animosity, with their exposure to the issue typically originating in nationalist-leaning educational materials on the subject.
Proposals: Tourism
A first step to bridge the gap centers on actively promoting deeper tourism between Japan and South Korea. While niche tourism has benefited from cross-cultural exchanges, there has not been a significant increase in broader tourism. Targeting two key demographics could boost these numbers. Firstly, the younger generations, spanning from early Millennials to late Gen Z, in both countries show potential for increased travel interest. Secondly, addressing the phenomenon of the Japanese “never traveler”—individuals who rarely or never travel abroad—could tap into a significant, yet unexplored market segment within Japanese society.
In 2017 and 2018, the Japanese Tourism Board cited that roughly 7.1 to 7.5 million inbound Korean tourists had visited Japan. During the pandemic, these numbers dramatically fell, with no full rebound to pre-pandemic numbers since. As noted previously, Japan also retains a unique cultural and nationwide trend of dramatically low passport-holding rates with just 15 percent of citizens holding a passport. Japan has the highest number of self-proclaimed “never travelers” at 35 percent . Many have cited a preference for readily available domestic trips within Japan due to a variety of reasons. Changing long-standing cultural practices is not possible overnight, however, promotion and ease of access from a dual private-public approach could be a huge leap forward. The respective governments have an opportunity to promote inbound tourism to support local economic growth, while private sector companies stand to benefit from increased passenger travel through more sales.
To address the tourism gap and promote tourism among the identified subgroups above, several concrete proposals show promise. For the younger generations in Japan and South Korea, creating government-sponsored tailored travel packages that align with their interests, such as technology, pop culture, and ecotourism, could be highly effective. These packages could be promoted through social media platforms and influencer partnerships, leveraging the digital landscape that resonates with these age groups. For the Japanese “never traveler,” a targeted campaign that highlights the ease and benefits of international travel could be beneficial. Simplifying visa procedures, providing language support, and offering introductory international travel packages can lower the barriers to entry. Collaborative efforts between the Japanese and South Korean governments to promote cultural exchange events and festivals could also pique interest. By addressing these specific needs and interests, both countries can significantly boost cross-cultural tourism and bridge the current gap.
In 1987, the European Union established a program named Erasmus meant to foster greater cooperation between universities within the European Union. By 2014, the program had become so successful it was expanded to include education, work training, teaching opportunities, and sports education. Between 2014 and 2021, over 13 million people participated in the program in some capacity. It still stands as a respected program to foster greater unity amongst EU nations and develop their own workforces for a European market. In turn, Japan and South Korea should create a similar program tentatively titled East Asian Student Exchange Program (EASTEP) to provide opportunities for students in university programs to study in, learn about, and experience each other’s nations first-hand.
Logistically, both Japan and South Korea host a fair number of prestigious universities that already support robust international study abroad programs, which could provide the initial knowledge to support a fledgling program. Schools in Japan such as Tokyo, Waseda, and Osaka Universities all hold student bodies made up of at least 10 percent international students. In Korea, schools like Yonsei and Seoul National University support roughly 15 percent and 7 percent international student population. While not all-encompassing, these universities demonstrate that higher education in both nations can support a robust international student body.
Within an exchange program such as this, certain areas of focus should be emphasized. First, any exchange program would be either a semester or an entire academic year abroad for students to gain as much exposure and experience as possible within each other’s nations. Given the immense political dynamics and extensive contentious history, this program would have a strong co-curricular focus on cultural and historical education to expose students to historical narratives and perspectives often dismissed within their home countries. Museum visits, historical site visits, and in-class education are all methods that could help expand students’ perspectives. The proposed EASTEP program, drawing inspiration from the European Union’s successful Erasmus scheme, aims to enhance mutual understanding and cooperation between Japan and South Korea through comprehensive academic exchanges, leveraging their strong university networks to facilitate deep connections for students.
Job Credentials
Finally, the liberalization of professional and educational credentials between Japan and South Korea presents a compelling opportunity to strengthen ties and address labor shortages in both countries. Japan and South Korea, with similar educational and governance standards, are well-positioned to mutually recognize professional qualifications and university credits. This would facilitate a smoother flow of skilled labor between the two nations, particularly benefiting Japan, which is grappling with acute labor shortages in skilled, white-collar industries —a domain where South Korea has a surplus of talent.
However, the issue extends beyond the realm of professional and educated sectors. Both countries also face critical shortages in less educationally intensive, or blue-collar, sectors. Here, the mutual recognition of educational and professional standards may not be as directly impactful. This highlights the need for a comprehensive approach that considers various sectors and their unique requirements.
One significant barrier to this collaboration is the notoriously demanding work culture prevalent in both Japan and South Korea. The prospect of moving from one strenuous work environment to another, potentially leaving years of previous efforts behind, might not appeal to many potential participants. While the primary goal is not to overhaul the work cultures of these nations, it is crucial to acknowledge this aspect when advocating for increased professional and educational exchange.
A potential solution to make this transition more attractive could be the introduction of incentives such as temporarily expanded salaries and benefits for participants in programs like EASTEP. This approach could help ease the initial challenges of working in a foreign environment. However, this raises concerns about how domestic populations might perceive foreign workers receiving higher compensation. Addressing these perceptions requires a delicate balance, ensuring fairness and avoiding any resentment or backlash from the local workforce.
Implications
While the above recommendations presented for enhancing Japan-South Korea relations are not novel, their re-evaluation is timely due to a unique convergence of political will in both Seoul and Tokyo. The current leadership in both countries exhibits an openness to improving ties, creating a critical window of opportunity. It is imperative to capitalize on this moment to solidify advancements in tourism, cultural exchanges, and professional collaboration.
However, these initiatives are not without challenges. Historically, political frictions between Japan and South Korea have hindered similar efforts. The complexity of these relations, steeped in a contentious history, requires sensitive handling. Progress will demand not only governmental will but also societal acceptance. The successful implementation of these proposals hinges on their ability to resonate with the public, a task easier said than done given the deep-seated historical grievances.
The role of external actors, such as the United States, in this context, is minimal. The intricacies of Japan-South Korea relations are primarily regional and should be addressed bilaterally. External intervention, especially from distant powers, might not be beneficial and could potentially be seen as intrusive. The focus should remain on fostering a self-sustaining dialogue and collaboration between Japan and South Korea.
Despite historical tensions and recent political and economic challenges, there is a growing cultural affinity among the youth of Japan and South Korea. However, this has not significantly increased interpersonal connections, creating implications for political and security cooperation. This article suggests several avenues to enhance these ties, including promoting tourism, establishing an academic exchange program similar to Erasmus, and mutually recognizing professional and educational credentials. These proposals aim to bridge the gap between cultural affinity and actual people-to-people connections, acknowledging youth potential and the necessity of bilateral efforts to aid, if not overcome, issues over historical memory. The success of these initiatives hinges on both governmental will and societal acceptance in navigating the sensitive history and current dynamics of Japan-South Korea relations.
The views expressed in this article are those of the author alone and do not necessarily reflect the position of the Foreign Policy Research Institute, a non-partisan organization that seeks to publish well-argued, policy-oriented articles on American foreign policy and national security priorities.
Image: Office of the Prime Minister of Japan
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Technology as a Tool for Improving Patient Safety
Introduction .
In the past several decades, technological advances have opened new possibilities for improving patient safety. Using technology to digitize healthcare processes has the potential to increase standardization and efficiency of clinical workflows and to reduce errors and cost across all healthcare settings. 1 However, if technological approaches are designed or implemented poorly, the burden on clinicians can increase. For example, overburdened clinicians can experience alert fatigue and fail to respond to notifications. This can lead to more medical errors. As a testament to the significance of this topic in recent years, several government agencies [(e.g. the Agency for Healthcare Research and Quality (AHRQ) and the Centers for Medicare and Medicaid services (CMS)] have developed resources to help healthcare organizations integrate technology, such as the Safety Assurance Factors for EHR Resilience (SAFER) guides developed by the Office of the National Coordinator for Health Information Technology (ONC). 2,3,4 However, there is some evidence that these resources have not been widely used.5 Recently, the Centers for Medicare & Medicaid Services (CMS) started requiring hospitals to use the SAFER guides as part of the FY 2022 Hospital Inpatient Prospective Payment Systems (IPPS), which should raise awareness and uptake of the guides. 6
During 2022, research into technological approaches was a major theme of articles on PSNet. Researchers reviewed all relevant articles on PSNet and consulted with Dr. A Jay Holmgren, PhD, and Dr. Susan McBride, PhD, subject matter experts in health IT and its role in patient safety. Key topics and themes are highlighted below.
Clinical Decision Support
The most prominent focus in the 2022 research on technology, based on the number of articles published on PSNet, was related to clinical decision support (CDS) tools. CDS provides clinicians, patients, and other individuals with relevant data (e.g. patient-specific information), purposefully filtered and delivered through a variety of formats and channels, to improve and enhance care. 7
Computerized Patient Order Entry
One of the main applications of CDS is in computerized patient order entry (CPOE), which is the process used by clinicians to enter and send treatment instructions via a computer application. 8 While the change from paper to electronic order entry itself can reduce errors (e.g., due to unclear handwriting or manual copy errors), research in 2022 showed that there is room for improvement in order entry systems, as well as some promising novel approaches.
Two studies looked at the frequency of and reasons for medication errors in the absence of CDS and CPOE and demonstrated that there was a clear patient safety need. One study found that most medication errors occurred during the ordering or prescribing stage, and both this study and the other study found that the most common medication error was incorrect dose. Ongoing research, such as the AHRQ Medication Safety Measure Development project, aims to develop and validate measure specifications for wrong-patient, wrong-dose, wrong-medication, wrong-route, and wrong-frequency medication orders within EHR systems, in order to better understand and capture health IT safety events.9 Errors of this type could be avoided or at least reduced through the use of effective CPOE and CDS systems. However, even when CPOE and CDS are in place, errors can still occur and even be caused by the systems themselves. One study reviewed duplicate medication orders and found that 20% of duplicate orders resulted from technological issues, including alerts being overridden, alerts not firing, and automation issues (e.g., prefilled fields). A case study last year Illustrated one of the technological issues, in this case a manual keystroke error, that can lead to a safety event. A pharmacist mistakenly set the start date for a medication to the following year rather than the following day , which the CPOE system failed to flag. The authors recommended various alerts and coding changes in the system to prevent this particular error in the future.
There were also studies in 2022 that showed successful outcomes of well-implemented CPOE systems. One in-depth pre-post, mixed-methods study showed that a fully implemented CPOE system significantly reduced specific serious and commonly occurring prescribing and procedural errors. The authors also presented evidence that it was cost-effective and detailed implementation lessons learned drawn from the qualitative data collected for the study. A specific CPOE function that demonstrated statistically significant improvement in 2022 was automatic deprescribing of medication orders and communication of the relevant information to pharmacies. Deprescribing is the planned and supervised process of dose reduction or stopping of a medication that is no longer beneficial or could be causing harm. That study showed an immediate and sustained 78% increase in successful discontinuations after implementation of the software. A second study on the same functionality determined that currently only one third to one half of medications are e-prescribed, and the study proposed that e-prescribing should be expanded to increase the impact of the deprescribing software. It should be noted, however, that the systems were not perfect and that a small percentage of medications were unintentionally cancelled. Finally, an algorithm to detect patients in need of follow-up after test results was developed and implemented in another study . The algorithm showed some process improvements, but outcome measures were not reported.
Usability
Usability of CDS systems was a large focus of research in 2022. Poorly designed systems that do not fit into existing workflows lead to frustrated users and increase the potential for errors. For example, if users are required to enter data in multiple places or prompted to enter data that are not available to them, they could find ways to work around the system or even cease to use it, increasing the potential for patient safety errors. The documentation burden is already very high on U.S. clinicians, 10 so it is important that novel technological approaches do not add to this burden but, if possible, alleviate it by offering a high level of usability and interoperability.
One study used human-factored design in creating a CDS to diagnose pulmonary embolism in the Emergency Department and then surveyed clinician users about their experiences using the tool. Despite respondents giving the tool high usability ratings and reporting that the CDS was valuable, actual use of the tool was low. Based on the feedback from users, the authors proposed some changes to increase uptake, but both users and authors mentioned the challenges that arise when trying to change the existing workflow of clinicians without increasing their burden. Another study gathered qualitative feedback from clinicians on a theoretical CDS system for diagnosing neurological issues in the Emergency Department. In this study too, many clinicians saw the potential value in the CDS tool but had concerns about workflow integration and whether it would impact their ability to make clinical decisions. Finally, one study developed a dashboard to display various risk factors for multiple hospital-acquired infections and gathered feedback from users. The users generally found the dashboard useful and easy to learn, and they also provided valuable feedback on color scales, location, and types of data displayed. All of these studies show that attention to end user needs and preferences is necessary for successful implementation of CDS. However, the recent market consolidation in Electronic Health Record vendors may have an impact on the amount of user feedback gathered and integrated into CDS systems. Larger vendors may have more resources to devote to improving the usability and design of CDS, or their near monopolies in the market may not provide an incentive to innovate further. 11 More research is needed as this trend continues.
Alerts and Alarms
Alerts and alarms are an important part of most CDS systems, as they can prompt clinicians with important and timely information during the treatment process. However, these alerts and alarms must be accurate and useful to elicit an appropriate response. The tradeoff between increased safety due to alerts and clinician alert fatigue is an important balance to strike. 12
Many studies in 2022 looked at clinician responses to medication-related alerts, including override and modification rates. Several of the studies found a high alert override rate but questioned the validity of using override rates alone as a marker of CDS effectiveness and usability. For example, one study looked at drug allergy alerts and found that although 44.8% of alerts were overridden, only 9.3% of those were inappropriately overridden, and very few overrides led to an adverse allergic reaction. A study on “do not give” alerts found that clinicians modified their orders to comply with alert recommendations after 78% of alerts but only cancelled orders after 26% of alerts. A scoping review looked at drug-drug interaction alerts and found similar results, including high override rates and the need for more data on why alerts are overridden. These findings are supported by another study that found that the underlying drug value sets triggering drug-drug interaction alerts are often inconsistent, leading to many inappropriate alerts that are then appropriately overridden by clinicians. These studies suggest that while a certain number of overrides should be expected, the underlying criteria for alert systems should be designed and regularly reviewed with specificity and sensitivity in mind. This will increase the frequency of appropriate alerts that foster indicated clinical action and reduce alert fatigue.
There also seems to be variability in the effectiveness of alert systems across sites. One study looked at an alert to add an item to the problem list if a clinician placed an order for a medication that was not indicated based on the patient’s chart. The study found about 90% accuracy in alerts across two sites but a wide difference in the frequency of appropriate action between the sites (83% and 47%). This suggests that contextual factors at each site, such as culture and organizational processes, may impact success as much as the technology itself.
A different study looked at the psychology of dismissing alerts using log data and found that dismissing alerts becomes habitual and that the habit is self-reinforcing over time. Furthermore, nearly three quarters of alerts were dismissed within 3 seconds. This indicates how challenging it can be to change or disrupt alert habits once they are formed.
Artificial Intelligence and Machine Learning
In recent years, one of the largest areas of burgeoning technology in healthcare has been artificial intelligence (AI) and machine learning. AI and machine learning use algorithms to absorb large amounts of historical and real-time data and then predict outcomes and recommend treatment options as new data are entered by clinicians. Research in 2022 showed that these techniques are starting to be integrated into EHR and CDS systems, but challenges remain. A full discussion of this topic is beyond the scope of this review. Here we limit the discussion to several patient-safety-focused resources posted on PSNet in 2022.
One of the promising aspects of AI is its ability to improve CDS processes and clinician workflow overall. For example, one study last year looked at using machine learning to improve and filter CDS alerts. They found that the software could reduce alert volume by 54% while maintaining high precision. Reducing alert volume has the potential to alleviate alert fatigue and habitual overriding. Another topic explored in a scoping review was the use of AI to reduce adverse drug events. While only a few studies reviewed implementation in a clinical setting (most evaluated algorithm technical performance), several promising uses were found for AI systems that predict risk of an adverse drug event, which would facilitate early detection and mitigate negative effects.
Despite enthusiasm for and promising applications of AI, implementation is slow. One of the challenges facing implementation is the variable quality of the systems. For example, a commonly used sepsis detection model was recently found to have very low sensitivity. 13 Algorithms also drift over time as new data are integrated, and this can affect performance, particularly during and after large disturbances like the COVID-19 pandemic. 14 There is also emerging research about the impact of AI algorithms on racial and ethnic biases in healthcare; at the time of publication of this essay, an AHRQ EPC was conducting a review of evidence on the topic. 15 These examples highlight the fact that AI is not a “set it and forget it” application; it requires monitoring and customization from a dedicated resource to ensure that the algorithms perform well over time. A related challenge is the lack of a strong business case for using high-quality AI. Because of this, many health systems choose to use out-of-the-box AI algorithms, which may be of poor quality overall (or are unsuited to particular settings) and may also be “black box” algorithms (i.e., not customizable by the health system because the vendor will not allow access to the underlying code). 16 The variable quality and the lack of transparency may cause mistrust by clinicians and overall aversion to AI interventions.
In an attempt to address these concerns, one article in 2022 detailed best practices for AI implementation in health systems, focusing on the business case. Best practices include using AI to address a priority problem for the health system rather than treating it as an end itself. Additionally, testing the AI using the health system’s patients and data to demonstrate applicability and accuracy for that setting, confirming that the AI can provide a return on investment, and ensuring that the AI can be implemented easily and efficiently are also important. Another white paper described a human-factors and ergonomics framework for developing AI in order to improve the implementation within healthcare systems, teams, and workflows. The federal government and international organizations have also published AI guidelines, focusing on increasing trustworthiness (National Artificial Intelligence Initiative) 17 and ensuring ethical governance (World Health Organization). 18
Conclusion and Next Steps
As highlighted in this review, the scope and complexity of technology and its application in healthcare can be intimidating for healthcare systems to approach and implement. Researchers last year thus created a framework that health systems can use to assess their digital maturity and guide their plans for further integration.
The field would benefit from more research in several areas in upcoming years. First and foremost, high-quality prospective outcome studies are needed to validate the effectiveness of the new technologies. Second, more work is needed on system usability, how the systems are integrated into workflows, and how they affect the documentation burden placed on clinicians. For CDS specifically, more focus is needed on patient-centered CDS (PC CDS), which supports patient-centered care by helping clinicians and patients make the best decisions given each individual’s circumstances and preferences. 19 AHRQ is already leading efforts in this field with their CDS Innovation Collaborative project. 20 Finally, as it becomes more common to incorporate EHR scribes to ease the documentation burden, research on their impact on patient safety will be needed, especially in relation to new technological approaches. For example, when a scribe encounters a CDS alert, do they alert the clinician in all cases?
In addition to the approaches mentioned in this article, other emerging technologies in early stages of development hold theoretical promise for improving patient safety. One prominent example is “computer vision,” which uses cameras and AI to gather and process data on what physically happens in healthcare settings beyond what is captured in EHR data, 21 including being able to detect immediately that a patient fell in their room. 22
As technology continues to expand and improve, researchers, clinicians, and health systems must be mindful of potential stumbling blocks that could impede progress and threaten patient safety. However, technology presents a wide array of opportunities to make healthcare more integrated, efficient, and safe.
- Cohen CC, Powell K, Dick AW, et al. The Association Between Nursing Home Information Technology Maturity and Urinary Tract Infection Among Long-Term Residents . J Appl Gerontol . 2022;41(7):1695-1701. doi: 10.1177/07334648221082024. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232878/
- https://www.healthit.gov/topic/safety/safer-guides
- https://cds.ahrq.gov/cdsconnect/repository
- https://www.cms.gov/about-cms/obrhi
- McBride S, Makar E, Ross A, et al. Determining awareness of the SAFER guides among nurse informaticists. J Inform Nurs. 2021;6(4). https://library.ania.org/ania/articles/713/view
- Sittig DF, Sengstack P, Singh H. Guidelines for US hospitals and clinicians on assessment of electronic health record safety using SAFER guides. J ama . 2022;327:719-720.
- https://library.ahima.org/doc?oid=300027#.Y-6RhXbMKHt
- https://www.healthit.gov/faq/what-computerized-provider-order-entry#:~:text=Computerized%20provider%20order%20entry%20(CPOE,paper%2C%20fax%2C%20or%20telephone
- https://digital.ahrq.gov/2018-year-review/research-spotlights/leveragin…
- Holmgren AJ, Downing NL, Bates DW, et al. Assessment of electronic health record use between US and non-US health systems. JAMA Intern Med. 2021;181:251-259. https://doi.org/10.1001/jamainternmed.2020.7071
- Holmgren AJ, Apathy NC. Trends in US hospital electronic health record vendor market concentration, 2012–2021. J Gen Intern Med. 2022. https://link.springer.com/article/10.1007/s11606-022-07917-3#citeas
- Co Z, Holmgren AJ, Classen DC, et al. The tradeoffs between safety and alert fatigue: data from a national evaluation of hospital medication-related clinical decision support. J Am Med Inform Assoc. 2020;27:1252-1258. https://pubmed.ncbi.nlm.nih.gov/32620948/
- Wong A, Otles E, Donnelly JP, et al. External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients. JAMA Intern Med. 2021;181:1065-1070. https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2781307
- Parikh RB, Zhang Y, Kolla L, et al. Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic. J Am Med Inform Assoc. 2022;30:348-354. https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocac221/6835770?login=false
- https://effectivehealthcare.ahrq.gov/products/racial-disparities-health…
- https://www.statnews.com/2022/05/24/market-failure-preventing-efficient-diffusion-health-care-ai-software/
- https://www.ai.gov/strategic-pillars/advancing-trustworthy-ai/
- Ethics and governance of artificial intelligence for health (WHO guidance). Geneva: World Health Organization; 2021. https://www.who.int/publications/i/item/9789240029200
- Dullabh P, Sandberg SF, Heaney-Huls K, et al. Challenges and opportunities for advancing patient-centered clinical decision support: findings from a horizon scan. J Am Med Inform Assoc. 2022: 29(7):1233-1243. doi: 10.1093/jamia/ocac059. PMID: 35534996; PMCID: PMC9196686.
- https://cds.ahrq.gov/cdsic
- Yeung S, Downing NL, Fei-Fei L, et al. Bedside computer vision: moving artificial intelligence from driver assistance to patient safety. N Engl J Med. 2018;387:1271-1273. https://www.nejm.org/doi/10.1056/NEJMp1716891
- Espinosa R, Ponce H, Gutiérrez S, et al. A vision-based approach for fall detection using multiple cameras and convolutional neural networks: a case study using the UP-Fall detection dataset. Comput Biol Med. 2019;115:103520. https://doi.org/10.1016/j.compbiomed.2019.103520
This project was funded under contract number 75Q80119C00004 from the Agency for Healthcare Research and Quality (AHRQ), U.S. Department of Health and Human Services. The authors are solely responsible for this report’s contents, findings, and conclusions, which do not necessarily represent the views of AHRQ. Readers should not interpret any statement in this report as an official position of AHRQ or of the U.S. Department of Health and Human Services. None of the authors has any affiliation or financial involvement that conflicts with the material presented in this report. View AHRQ Disclaimers
Perspective
Perspectives on Safety
Annual Perspective
Patient Safety Innovations
Suicide Prevention in an Emergency Department Population: ED-SAFE
WebM&M Cases
The Retrievals. August 9, 2023
Agent of change. August 1, 2018
Amid lack of accountability for bias in maternity care, a California family seeks justice. August 16, 2023
Mirror, Mirror on the Wall: An Update on the Quality of American Health Care Through the Patient's Lens. April 12, 2006
Improving patient safety by shifting power from health professionals to patients. October 25, 2023
Patient Safety Primers
Discharge Planning and Transitions of Care
Medicines-related harm in the elderly post-hospital discharge. March 27, 2019
Emergency department crowding: the canary in the health care system. November 3, 2021
Advancing Patient Safety: Reviews From the Agency for Healthcare Research and Quality's Making Healthcare Safer III Report. September 2, 2020
Exploring Alternatives To Malpractice Litigation. January 15, 2014
Making Healthcare Safer III. March 18, 2020
Special Section: Patient Safety. May 24, 2006
The Science of Simulation in Healthcare: Defining and Developing Clinical Expertise. November 19, 2008
Compendium of Strategies to Prevent HAIs in Acute Care Hospitals 2014. September 1, 2014
Quality, Safety, and Noninterpretive Skills. November 11, 2015
Patient Safety. November 21, 2018
Ambulatory Safety Nets to Reduce Missed and Delayed Diagnoses of Cancer
Remote response team and customized alert settings help improve management of sepsis.
Using sociotechnical theory to understand medication safety work in primary care and prescribers' use of clinical decision support: a qualitative study. May 24, 2023
Human factors and safety analysis methods used in the design and redesign of electronic medication management systems: a systematic review. May 17, 2023
Journal Article
Reducing hospital harm: establishing a command centre to foster situational awareness.
The potential for leveraging machine learning to filter medication alerts. May 4, 2022
Improving the specificity of drug-drug interaction alerts: can it be done? April 6, 2022
A qualitative study of prescribing errors among multi-professional prescribers within an e-prescribing system. December 23, 2020
The tradeoffs between safety and alert fatigue: data from a national evaluation of hospital medication-related clinical decision support. July 29, 2020
Assessment of health information technology-related outpatient diagnostic delays in the US Veterans Affairs health care system: a qualitative study of aggregated root cause analysis data. July 22, 2020
Reducing drug prescription errors and adverse drug events by application of a probabilistic, machine-learning based clinical decision support system in an inpatient setting. August 21, 2019
Improving medication-related clinical decision support. March 7, 2018
The frequency of inappropriate nonformulary medication alert overrides in the inpatient setting. April 6, 2016
The effect of provider characteristics on the responses to medication-related decision support alerts. July 15, 2015
Best practices: an electronic drug alert program to improve safety in an accountable care environment. July 1, 2015
Impact of computerized physician order entry alerts on prescribing in older patients. March 25, 2015
Differences of reasons for alert overrides on contraindicated co-prescriptions by admitting department. December 17, 2014
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Transformational communication: strategies for connecting and inspiring your workforce.
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Chief Academic & Learning Officer ( HCI Academy ); Chair/Professor, Organizational Leadership (UVU); OD Consultant (Human Capital Innovations)
Strong communication is essential for any organization to function effectively. However, merely sharing information is not enough to truly engage employees and motivate high performance. Transformational communication takes the additional step of connecting on an emotional level and inspiring people through a shared mission and vision.
This type of communication has been shown to lead to increased employee satisfaction, commitment and discretionary effort. As the challenges of today's business environment continue to evolve at a rapid pace, transformational communication will become even more vital for organizational resilience and success.
Transformational Communication's Foundation In Research
Substantial research has demonstrated the effectiveness of transformational communication approaches in organizational settings. Transformational leadership theory, first proposed by James Burns in 1978 and expanded upon by Bernard Bass in 1985, introduced the concepts of idealized influence, inspirational motivation, intellectual stimulation and individualized consideration as key behaviors of leaders who transform and motivate followers to exceed expected performance levels.
Later studies have shown that leaders who communicate a clear vision, appeal to values and emotions, challenge assumptions and coach employees individually are better able to inspire discretionary effort from their followers.
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The top 10 richest people in the world (may 2024), toyota s suv lineup is new and refreshed which one is right for you, idealized influence through personal conviction.
Leaders who practice idealized influence display strong personal convictions and serve as role models through their actions. Employees take cues from how passionate and dedicated their leaders seem to be about the organization's mission.
Leaders who communicate with idealized influence speak confidently about their vision and lead by example in living the values they espouse. When employees see their leaders fully invested in their work, they feel inspired to give their all.
Inspirational Motivation Through Meaningful Communication
Inspirational motivation involves regularly communicating an appealing vision of the future to employees in a way that inspires them. Leaders who practice inspirational motivation share optimism for what the organization can achieve, speak in a way that motivates an emotional response and challenge employees to excel.
Studies show that employees who feel their work has meaning and purpose are more engaged, committed to quality and likely to stay with an organization long-term. Leaders who use inspirational motivation help employees connect their individual efforts to the larger organizational mission in a compelling manner.
Intellectual Stimulation Through New Ideas
Leaders who intellectually stimulate employees challenge old assumptions, encourage creativity and innovation, and get workers to approach problems and opportunities with an open mind. While avoiding public criticism, these leaders solicit different perspectives and new ideas from employees in a way that avoids making people feel vulnerable for offering alternative views. This type of communication empowers employees, leads to improved performance and generates powerful new solutions. Research finds that intellectual stimulation is linked to greater innovation from employees.
Individualized Consideration Through Supportive Coaching
Transformational leaders exhibit individualized consideration by paying attention to each team member's unique needs for achievement, growth and development. Effective communication involves two-way dialogue, active listening, supportive feedback and tailored coaching on an individual basis. Studies show that personalized communication increases employees' feelings of value, reduces turnover intentions and enhances commitment to goals. Leaders who take the time to understand each person on their team as an individual and mentor them accordingly are better able to inspire high performance.
Applying Transformational Communication Strategies In Healthcare And Tech
As a consultant, I have worked with client organizations across many industries. I have found that two industries with a particular need for transformational communication are healthcare and tech.
Leaders in healthcare organizations face tremendous pressures to continually improve quality of care, adapt to technological advancements and manage costs amid constrained resources and staffing challenges exacerbated by the pandemic. Meanwhile, the tech industry relies on innovative thinking and perpetual change to stay competitive, and leaders face constant pressure to introduce new capabilities, tackle emerging technologies and move quickly to out-maneuver rivals.
In both industries, inspiring dedication from the workforce has become critical to navigating these complex realities.
Here are some practical ways healthcare and tech leaders can use transformational communication strategies:
• Practice idealized influence: In healthcare, this can be accomplished by leadership sharing their passion for quality patient outcomes when interacting with staff. Communicate personal conviction through actions like helping frontline teams during busy periods. In tech, this can be accomplished through visible excitement about new product possibilities and by leading by example in experimenting with emerging tech.
• Use inspirational motivation: In healthcare, leaders can share visions of innovative new care models that excite clinicians' sense of purpose and appeal to emotions through stories of patients benefiting from team efforts. In tech, leaders can communicate ambitious five-year company road maps that tap emotions through glimpses of future user experiences.
• Intellectually stimulate creativity: In healthcare, leaders can regularly solicit frontline insights into improving workflows, encouraging alternative solutions to barriers and communicating appreciation for open debate of care processes. In tech, leaders can encourage "hack weeks" where teams explore side projects outside their specialties.
• Exhibit individualized consideration: In healthcare, leaders can accomplish this through daily rounding, listening to understand each employee's drivers and barriers, and tailoring coaching and development plans based on personal strengths and goals. In tech, leaders can conduct regular one-on-one check-ins focused on growth planning, not just task-based feedback.
When healthcare and tech leaders use transformational communication consistently, it translates strategies into visible actions that inspire extra commitment from interdisciplinary teams. This dedication will help your organization successfully navigate constant challenges to deliver quality care and foster the innovative energy required to excel in fast-paced markets amid ongoing uncertainty.
Leaders who wish to drive high performance must do more than communicate clearly; they must connect with their workforce on an emotional level through transformational communication strategies grounded in research. While not a substitute for action, transformational communication represents a powerful tool for any leader seeking to engage their people through a shared vision and purpose.
Those who lead with passion, vision, care and a drive for growth will cultivate the dedication required to excel in dynamic industries like healthcare and technology.
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New Study Bolsters Idea of Athletic Differences Between Men and Trans Women
Research financed by the International Olympic Committee introduced new data to the unsettled and fractious debate about bans on transgender athletes.
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By Jeré Longman
A new study financed by the International Olympic Committee found that transgender female athletes showed greater handgrip strength — an indicator of overall muscle strength — but lower jumping ability, lung function and relative cardiovascular fitness compared with women whose gender was assigned female at birth.
That data, which also compared trans women with men, contradicted a broad claim often made by proponents of rules that bar transgender women from competing in women’s sports. It also led the study’s authors to caution against a rush to expand such policies, which already bar transgender athletes from a handful of Olympic sports.
The study’s most important finding, according to one of its authors, Yannis Pitsiladis, a member of the I.O.C.’s medical and scientific commission, was that, given physiological differences, “Trans women are not biological men.”
Alternately praised and criticized, the study added an intriguing data set to an unsettled and often politicized debate that may only grow louder with the Paris Olympics and a U.S. presidential election approaching.
The authors cautioned against the presumption of immutable and disproportionate advantages for transgender female athletes who compete in women’s sports, and they advised against “precautionary bans and sport eligibility exclusions” that were not based on sport-specific research.
Outright bans, though, continue to proliferate. Twenty-five U.S. states now have laws or regulations barring transgender athletes from competing in girls and women’s sports, according to the Movement Advancement Project , a nonprofit that focuses on gay, lesbian, bisexual and transgender parity. And the National Association of Intercollegiate Athletics , the governing body for smaller colleges, this month barred transgender athletes from competing in women’s sports unless their sex was assigned female at birth and they had not undergone hormone therapy.
Two of the most visible sports at this summer’s Paris Games — swimming and track and field — along with cycling have effectively barred transgender female athletes who went through puberty as males. Rugby has instituted a total ban on trans female athletes, citing safety concerns, and those permitted to participate in other sports often face stricter requirements in suppressing their levels of testosterone.
The International Olympic Committee has left eligibility rules for transgender female athletes up to the global federations that govern individual sports. And while the Olympic committee provided financing for the study — as it does on a variety of topics through a research fund — Olympic officials had no input or influence on the results, Dr. Pitsiladis said.
In general, the argument for the bans has been that profound advantages gained from testosterone-fueled male puberty — broader shoulders, bigger hands, longer torsos, and greater muscle mass, strength, bone density and heart and lung capacity — give transgender female athletes an inequitable and largely irreversible competitive edge.
The new laboratory-based, peer-reviewed and I.O.C.-funded study at the University of Brighton, published this month in the British Journal of Sports Medicine , tested 19 cisgender men (those whose gender identity matches the sex they were assigned at birth) and 12 trans men, along with 23 trans women and 21 cisgender women.
All of the participants played competitive sports or underwent physical training at least three times a week. And all of the trans female athletes had undergone at least a year of treatment suppressing their testosterone levels and taking estrogen supplementation, the researchers said. None of the participants were athletes competing at the national or international level.
The study found that transgender female participants showed greater handgrip strength than cisgender female participants but lower lung function and relative VO2 max, the amount of oxygen used when exercising. Transgender female athletes also scored below cisgender women and men on a jumping test that measured lower-body power.
The study acknowledged some limitations, including its small sample size and the fact that the athletes were not followed over the long term as they transitioned. And, as previous research has indicated, it found that transgender female athletes did retain at least one advantage over cisgender female athletes — a measurement of handgrip strength .
But it is a combination of factors, not a single parameter, that determines athletic performance, said Dr. Pitsiladis, a professor of sport and exercise science.
Athletes who grow taller and heavier after going through puberty as males must “carry this big skeleton with a smaller engine” after transitioning, he said. He cited volleyball as an example, saying that, for transgender female athletes, “the jumping and blocking will not be to the same height as they were doing before. And they may find that, overall, their performance is less good.”
But Michael J. Joyner, a doctor at the Mayo Clinic who studies the physiology of male and female athletes, said that, based on his research and the research of others, science supports the bans in elite sports, where events can be decided by the smallest of margins.
“We know testosterone is performance enhancing,” Dr. Joyner said. “And we know testosterone has residual effects.” Additionally, he added, declines in performance by trans women after taking drugs to suppress their testosterone levels do not fully reduce the typical differences in athletic performance between men and women.
Supporters of transgender athletes, and some scientists who disagree with bans, have accused governing bodies and lawmakers of enacting solutions for a problem that doesn’t exist. There are few elite trans female athletes, they have noted. And there has been limited scientific study of presumed unalterable advantages in strength, power and aerobic capacity gained by experiencing puberty as a male.
For those who have competed in the Olympics, results have varied widely. At the 2021 Tokyo Games, Quinn , a soccer player who is trans nonbinary and was assigned female at birth, helped Canada’s team win a gold medal. But Laurel Hubbard , a transgender weight lifter from New Zealand, failed to complete a lift in her event.
“The idea that trans women are going to take over women’s sports is ludicrous,” said Joanna Harper, a leading researcher of trans athletes and a postdoctoral scholar at Oregon Health & Science University.
Dr. Harper, who is transgender, said it was important for sports to consider physiological differences between transgender women and cisgender women and that she supported certain restrictions, such as requiring the suppression of testosterone levels. But she called blanket bans “unnecessary and unjustified” and said she welcomed the I.O.C.-funded study.
“This fear that trans women aren’t really women, that they’re men who are invading women’s sports, and that trans women will carry all of their male athleticism, their athletic capabilities, into women’s sports — neither of those things are true,” Dr. Harper said.
Sebastian Coe, the president of World Athletics, which governs global track and field, acknowledged that the science remains unresolved. But the organization decided to bar transgender female athletes from international track and field, he said, because “I’m not going to take a risk on this.”
“We think this is in the best interest of preserving the female category,” Mr. Coe said.
In at least two prominent cases, the fight over transgender bans has moved to the courts. The former University of Pennsylvania swimmer Lia Thomas is challenging a ban imposed by World Aquatics, swimming’s global governing body, after she won the 500-yard freestyle race at the 2022 N.C.A.A. championships. That victory made Thomas, who had been among the best men’s swimmers in the Ivy League, the first known trans athlete to win a women’s championship event in college sports’ top division.
Thomas did not dominate all of her races, though, finishing tied for fifth in a second race and eighth in a third. Her winning time in the 500 was more than nine seconds slower than the N.C.A.A. record. Her case, filed at the Swiss-based Court of Arbitration for Sport, is not expected to be resolved before the Paris Olympics begin in July.
Meanwhile, more than a dozen current and former U.S. college athletes, including at least one who competed against Thomas, sued the N.C.A.A. last month . They claimed that, by letting Thomas participate in the national championships, the organization had violated their rights under Title IX, the law that prohibits sex discrimination at institutions that receive federal funding. (Title IX has also been relied upon to argue in favor of transgender female athletes.)
Outsports , a website that reports on L.G.B.T.Q. issues, hailed the I.O.C.-funded study as a “landmark” that concluded that “blanket sports bans are a mistake.” But some scientists and athletes called the study deeply flawed in an article in The Telegraph , which labeled the suggestion that transgender women are at a disadvantage in sports a “new low” for the I.O.C.
So heated is the debate that Dr. Pitsiladis said he and his research team have received threats. That, he warned, could lead other scientists to shy away from pursuing research on the topic.
“Why would any scientist do this if you’re going to get totally slammed and character-assassinated?” he said. “This is no longer a science matter. Unfortunately, it’s become a political matter.”
Jeré Longman covers international sports, focusing on competitive, social, cultural and political issues around the world. More about Jeré Longman
The Ultimate Guide to Get the Best Refurbished iPhone in Australia
C urrently looking for a new phone but you don't want to spend a lot of money? Refurbished iPhones offer high-quality devices with affordable options. They are an excellent choice for those who want the best bang for their buck. Refurbished iPhones refer to used handsets that have been expertly restored to be in their original state. Opting for a refurbished iPhone can save you big and stay its own kind. In this article, we're going to guide you through all of the information that you need to know in order to find yourselves some great Australian refurbished iPhones.
How to Get the Best Refurbished iPhone in Australia
Follow the steps outlined below to get the best refurbished iPhone in Australia. These standards help you make a sensible and informed choice so that you can buy a high-quality iPhone for a bit of money. Whether it is the current model or a vintage iPhone, just follow these steps to help you make a great purchase.
Step 1: Conduct Thorough Research to Find Reputable Sellers
Firstly, you need to conduct proper research to find reputable refurbished sellers in Australia. You can start by searching online forums, social media, and product review websites for suggestions on known players in refurbished electronics.
Step 2: Read Customer Reviews
Customers' reviews are an excellent way to determine whether a seller is reliable. High ratings and positive feedback are signs of reliable sellers.
Step 3: Understand Condition Ratings
It's essential to understand the meaning behind terms such as "like new", "perfect", and "good" in order to manage your expectations about a device's condition.
Step 4: Network Compatibility
Make sure the iPhone will work in Australia. As it should be compatible with Australian mobile networks. Considering this, it is essential to enjoy uninterrupted service.
Step 5: Device History
Make sure your iPhone is both reset and unlocked. The previous owner's data should be deleted. This is crucial for the security of your iPhone and your own privacy.
Step 6: Check Warranty and Support
See whether or not buyers offer an explicit warranty as well as their return policy. After having purchased it, you must make sure that post-sale technical support is available for any problems that arise.
By following the above simple steps, you will be able to select the best refurbishment iPhone currently available anywhere in Australia.
Are Refurbished iPhones Pre-owned or Second-Hand?
Most sellers that sell used iPhones inspect and repair them prior to the sale. Typically, these iPhones were previously used by another party. Still, they have been refurbished and thoroughly checked to ensure they function just as well as new items. So when you purchase your refurbished iPhone, that means the feeling is fresh, and it still runs great, even though someone had owned it before.
We must remember that not all refurbished goods are of equal quality. Some things may have scratches or dents, some devices go through battery replacement, and some are in pristine condition. These distinctions affect the price and the life you can expect the phone to lead.
The Advantages of Going Refurbished
There are lots of reasons to consider a refurbished iPhone. Some of the compelling benefits are:
- Reduced Cost: You can get your required model with a full warranty, and it costs only about half the original retail price.
- Quality Assurance: It is known that reputable sellers closely inspect, repair, and test devices (often using the same procedures as are used on new iPhones).
- Warranty and Support: Refurbished iPhones generally come with a warranty, just like a new device–plus, you can buy extra support if need be.
- Sustainability: By opting for a refurbished iPhone, you're giving perfectly functioning electronics a second life and reducing e-waste.
Finding the Best Place to Buy a Refurbished iPhone in Australia
To find a good used iPhone, you first need to know where to look. The Australian market is rich in offerings, but here are the top contenders who have earned their stripes when it comes to selling refurbished iPhones.
1. Official Refurbished iPhones from Apple
Apple's "Certified Refurbished" program offers peace of mind to anyone in the market for a previously used device, making it indeed the best assurance available. Certified refurbished iPhones are subject to strict guidelines, including a thorough overhaul and replacement of any defective parts. The battery is also newly installed. A one-year warranty and brand-new accessories are included with these iPhones. These refurbished iPhones can also accept the AppleCare support package.
2. Roobotech – Exemplary Experience, Extraordinary Offerings
Roobotech, an emerging option in Australia, finally provides an alternative choice for Apple's own Certified Refurbished program. Roobotech does not simply refurbish the product; it has complete resources to ensure customer satisfaction. In its short history, Roobotech has quickly gained a solid reputation. High-quality products, attentive customer care, and dependable warranty terms have been the three main factors that make it stand out from others. As long as Australians are looking to get hold of the best refurbished iPhone, Roobotech figures and names will continue to appear for all.
3. Trusted Online Marketplaces
Online marketplaces, such as eBay, Amazon, or even Gumtree, are platforms where many trustworthy refurbishers sell their products. Thanks to the low overhead, these platforms offer a wide selection and competitive pricing. However, purchasing through a marketplace requires due diligence. For example, you may need to ensure whether the seller has high customer ratings or what happens if your product arrives damaged or doesn't arrive at all.
4. Local Retail Stores and Refurbishers
If you prefer hands-on shopping, consider visiting local retail stores and certificated refurbishes. These stores often specialize in refurbished electronics and are able to provide in-person service at a nearby location. This can be an excellent advantage for those who like seeing the goods with their own eyes before they buy. In addition, local sellers often offer support plans and can be more accessible for repairs or problems than online merchants. Some of the well-known refurbished iPhone sellers in Australia are Kogan, Reebelo, Phonbot, Ozmobiles, and others.
The Refurbishing Process: What Makes a Good Refurbishing System?
The success of the refurbished iPhone market largely depends on how good a job is done in refurbishment. Understanding where phone restoration has been implemented can give insight into quality and dependability.
- Thorough Inspection : The iPhone should be covered completely to look for any defects in diagnostic testing.
- Cosmetic Restoration : Each scratch or dent is fixed, and a comprehensive cleaning process takes place for the entire device.
- Hardware Replacement : Several vital components, such as the battery, camera, screen, etc., are replaced with new parts for maximum performance.
- Software Update : The device needs to be reset to factory settings and updated with the latest iOS version.
- Quality Testing : Once the refurbishing work is completed, the iPhone is then thoroughly tested to check that it functions properly.
Tips for the Savvy Refurbished iPhone Shopper
Knowledge can save you a lot when making your purchase. Here are some tips to help you get the best deal on a refurbished iPhone:
- Know What You Need : Know which iPhone model and specifications best suit your needs to avoid paying for features you won't use.
- Verify the Warranty : Make sure the refurbished iPhone comes with a warranty that will protect your purchase against any unanticipated problems.
- Check the Return Policy : Make absolutely sure you know the seller's refund policy, especially the period within which you can return the device if you're not happy with it.
- Consider Battery Health : The battery is a critical component that can affect the phone's lifespan. Inspect its health and ask whether it's new or has been replaced.
- Research the Seller : Examine feedback and reviews of the seller or refurbisher. A good record with a positive customer rating is a good sign of a happy shopping experience.
Tips and Tricks: Getting the Most Out of Your Refurbished iPhone
Owning a refurbished iPhone is just the beginning. Here are some best-practice tips for getting the most extended and most fulfilling service life out of it:
- Use a Protective Case : A quality case is able to protect against everyday wear and tear.
- Stay Up-to-Date : Make sure your iPhone's software is up-to-date in order to enjoy new features and receive security updates.
- Invest in a Screen Protector : A cracked screen is a common issue that can easily be prevented with a screen protector.
- Optimize Battery Life : Get your iPhone battery life optimized to the fullest, avoid extreme temperatures and consistently let it drain to zero.
Conclusion:
In conclusion, buying a refurbished iPhone can be a good decision. It depends on careful consideration and thorough research. By taking advantage of the tips and analysis offered in this guide, you can enter the market with confidence and secure a great deal on a high-quality handset. Remember, your best fortune, a savvy consumer of refurbished products, is the storehouse of knowledge that you can learn over time. With a bit of work and attention, you can own a really high-quality iPhone for budget-friendly dollars that will serve you faithfully for many years in the future.
Frequently Asked Questions About Refurbished iPhones
Are refurbished iphones good quality.
Absolutely! When sourced from reputable sellers or directly from the manufacturer, refurbished iPhones can be of excellent quality, often indistinguishable from new models.
Can I get a warranty with a refurbished iPhone?
Yes. Most reconditioned iPhones are sold with the assurance of some kind of warranty; buyers must purchase them peacefully.
Which iPhone model is suitable for refurbished purchases?
If you're in the market for a refurbished iPhone, models that are around two years old and untouched are generally a safe bet.
Are there any red flags to look out for when buying a refurbished iPhone?
If warranty options, return policies, seller reputation, and the presence of the original box and accessories are not up to standard, they can all be red flags.
This article may contain affiliate links that Microsoft and/or the publisher may receive a commission from if you buy a product or service through those links.
American Society for Microbiology
Asm requests increased fy25 funding for doe office of science.
April 25, 2024
Testimony Prepared by the American Society for Microbiology Submitted for the Record to the United States House of Representatives Committee on Appropriations Subcommittee on Energy and Water Development, and Related Agencies
DOE-Funded Microbiome Research Spurs Innovation
Asm urges congress to fund biopreparedness research virtual environment (brave).
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Author: ASM Advocacy
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The Curse of Oak Island Season 11 Episode 25 “Confirm” Release Date and Time!
![research to conclusion The Curse of Oak Island Season 11 Episode 25](https://i0.wp.com/dailyresearchplot.com/wp-content/uploads/2024/04/01-417.jpg?fit=1920%2C1080&ssl=1)
The Curse of Oak Island Season 11 Episode 25 is all set to be released, next week, and here are the details you need to know.
All those who have been following the reality TV series which is titled The Curse of Oak Island for the past ten seasons must be having the excitement to know about the release date of the currently running season of the series that is The Curse of Oak Island Season 11 Final Episode.
Today we are here with every of the information associated with the upcoming episode of the 11th season of the series so that you can mark that date in your calendars and be super excited to watch that as soon as it releases.
So without making any for the delays that have just quickly moved on we can present in front of your eyes every of the associated information and latest updates by the time all you need to do is keep on reading this article till the end!!!!
When Are We Going to Witness The Curse of Oak Island Season 11 Episode 25?
![research to conclusion The Curse of Oak Island Season 11 Episode 25](https://i0.wp.com/dailyresearchplot.com/wp-content/uploads/2024/04/1-304.jpg?resize=840%2C473&ssl=1)
All those who have seen the previously released 24 episodes of the currently running season of the reality TV series must be kept calm to witness the upcoming episode so today we are here with the release date of the 25th episode which is the 30th of April 2024.
One more time let me tell The Curse of Oak Island Season 11 Episode 25 will be released on 30th April 2024 on History Channel .
Also Read: Young Royals Season 4: Will “Change” Everything for “Wilheim” and “Simon”!
What is going to be the basic storyline of The Curse of Oak Island Season 11 Episode 25?
![research to conclusion The Curse of Oak Island Season 11 Episode 25](https://i0.wp.com/dailyresearchplot.com/wp-content/uploads/2024/04/2-197.jpg?resize=840%2C473&ssl=1)
We have got the official long line by the makers and that reads as below:
As winter descends on Oak Island and clues continue to be uncovered, the fellowship makes a final bold effort to find the treasure before operations cease for the winter.
Now you must be excited to know the title of it we also have that and it reads as: ” Worth the Weight”.
Stay tuned and thanks for reading:)
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Table of contents. Step 1: Restate the problem. Step 2: Sum up the paper. Step 3: Discuss the implications. Research paper conclusion examples. Frequently asked questions about research paper conclusions.
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.
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.
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 ...
Conclusions. One of the most common questions we receive at the Writing Center is "what am I supposed to do in my conclusion?". This is a difficult question to answer because there's no one right answer to what belongs in a conclusion. How you conclude your paper will depend on where you started—and where you traveled.
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 ...
Begin your conclusion by restating your thesis statement in a way that is slightly different from the wording used in the introduction. Avoid presenting new information or evidence in your conclusion. Just summarize the main points and arguments of your essay and keep this part as concise as possible. Remember that you've already covered the ...
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.
The conclusion pushes beyond the boundaries of the prompt and allows you to consider broader issues, make new connections, and elaborate on the significance of your findings. Your conclusion should make your readers glad they read your paper. Your conclusion gives your reader something to take away that will help them see things differently or ...
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.
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 ...
The point of a conclusion to a research paper is to summarize your argument for the reader and, perhaps, to call the reader to action if needed. 5. Make a call to action when appropriate. If and when needed, you can state to your readers that there is a need for further research on your paper's topic.
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.
The conclusion of a research paper has several key objectives. It should: Restate your research problem addressed in the introduction section. Summarize your main arguments, important findings, and broader implications. Synthesize key takeaways from your study. The specific content in the conclusion depends on whether your paper presents the ...
Research paper conclusion examples. Below, we've created basic templates showing the key parts of a research paper conclusion. Keep in mind that the length of your conclusion will depend on the length of your paper. The order of the parts may vary, too; these templates only demonstrate how to tie them together. 1. Empirical research paper ...
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 ...
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 ...
Conclusions wrap up what you have been discussing in your paper. After moving from general to specific information in the introduction and body paragraphs, your conclusion should begin pulling back into more general information that restates the main points of your argument. Conclusions may also call for action or overview future possible research.
1. Restate the thesis. An effective conclusion brings the reader back to the main point, reminding the reader of the purpose of the essay. However, avoid repeating the thesis verbatim. Paraphrase your argument slightly while still preserving the primary point. 2. Reiterate supporting points.
The Ahrefs' Conclusion Generator can assist in distilling complex business data, market research, and analysis into clear and impactful conclusions. By inputting key insights and trends, users can obtain a professionally crafted conclusion. This is valuable for executives, consultants, and analysts who need to communicate the essence of their ...
INTRODUCTION. The National Institute of Health's (NIH) All of Us Research Program represents a national effort to develop and maintain a longitudinal research database of health, lifestyle, environmental, and genetic information from at least 1 million people in the United States (US). 1, 2 As a primary objective, the All of Us Research Program aims to create one of the most diverse databases ...
Conclusion. Despite historical tensions and recent political and economic challenges, there is a growing cultural affinity among the youth of Japan and South Korea. ... The Foreign Policy Research Institute is dedicated to producing the highest quality scholarship and nonpartisan policy analysis focused on crucial foreign policy and national ...
Research in 2022 showed that these techniques are starting to be integrated into EHR and CDS systems, but challenges remain. A full discussion of this topic is beyond the scope of this review. Here we limit the discussion to several patient-safety-focused resources posted on PSNet in 2022. ... Conclusion and Next Steps . As highlighted in this ...
Critical Essays on Michael Ondaatje, edited by Robert Lecker, Montreal, McGill-Queen's University Press, 2023, 488 pp., CAN$ 39.95 (paperback), ISBN 9780228019039
Transformational Communication's Foundation In Research. ... Conclusion. Leaders who wish to drive high performance must do more than communicate clearly; they must connect with their workforce on ...
Research financed by the International Olympic Committee introduced new data to the unsettled and fractious debate about bans on transgender athletes. By Jeré Longman A new study financed by the ...
Research the Seller: Examine feedback and reviews of the seller or refurbisher. A good record with a positive customer rating is a good sign of a happy shopping experience. ... Conclusion: In ...
Research support from the DOE Office of Science has enabled scientists to use microbes to solve energy and environmental problems and to bring those solutions to scale by developing empirical, computational and mechanistic modeling tools. ... Conclusion Our nation's ability to make significant advances in solving energy and environmental ...
All those who have been following the reality TV series which is titled The Curse of Oak Island for the past ten seasons must be having the excitement to know about the release date of the currently running season of the series that is The Curse of Oak Island Season 11 Final Episode.