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Term Paper – Format, Examples and Writing Guide

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Definition:

Term paper is a type of academic writing assignment that is typically assigned to students at the end of a semester or term. It is usually a research-based paper that is meant to demonstrate the student’s understanding of a particular topic, as well as their ability to analyze and synthesize information from various sources.

Term papers are usually longer than other types of academic writing assignments and can range anywhere from 5 to 20 pages or more, depending on the level of study and the specific requirements of the assignment. They often require extensive research and the use of a variety of sources, including books, articles, and other academic publications.

Term Paper Format

The format of a term paper may vary depending on the specific requirements of your professor or institution. However, a typical term paper usually consists of the following sections:

  • Title page: This should include the title of your paper, your name, the course name and number, your instructor’s name, and the date.
  • Abstract : This is a brief summary of your paper, usually no more than 250 words. It should provide an overview of your topic, the research question or hypothesis, your methodology, and your main findings or conclusions.
  • Introduction : This section should introduce your topic and provide background information on the subject. You should also state your research question or hypothesis and explain the importance of your research.
  • Literature review : This section should review the existing literature on your topic. You should summarize the key findings and arguments made by other scholars and identify any gaps in the literature that your research aims to address.
  • Methodology: This section should describe the methods you used to collect and analyze your data. You should explain your research design, sampling strategy, data collection methods, and data analysis techniques.
  • Results : This section should present your findings. You can use tables, graphs, and charts to illustrate your data.
  • Discussion : This section should interpret your findings and explain what they mean in relation to your research question or hypothesis. You should also discuss any limitations of your study and suggest areas for future research.
  • Conclusion : This section should summarize your main findings and conclusions. You should also restate the importance of your research and its implications for the field.
  • References : This section should list all the sources you cited in your paper using a specific citation style (e.g., APA, MLA, Chicago).
  • Appendices : This section should include any additional materials that are relevant to your study but not essential to your main argument (e.g., survey questions, interview transcripts).

Structure of Term Paper

Here’s an example structure for a term paper:

I. Introduction

A. Background information on the topic

B. Thesis statement

II. Literature Review

A. Overview of current literature on the topic

B. Discussion of key themes and findings from literature

C. Identification of gaps in current literature

III. Methodology

A. Description of research design

B. Discussion of data collection methods

C. Explanation of data analysis techniques

IV. Results

A. Presentation of findings

B. Analysis and interpretation of results

C. Comparison of results with previous studies

V. Discussion

A. Summary of key findings

B. Explanation of how results address the research questions

C. Implications of results for the field

VI. Conclusion

A. Recap of key points

B. Significance of findings

C. Future directions for research

VII. References

A. List of sources cited in the paper

How to Write Term Paper

Here are some steps to help you write a term paper:

  • Choose a topic: Choose a topic that interests you and is relevant to your course. If your professor has assigned a topic, make sure you understand it and clarify any doubts before you start.
  • Research : Conduct research on your topic by gathering information from various sources such as books, academic journals, and online resources. Take notes and organize your information systematically.
  • Create an outline : Create an outline of your term paper by arranging your ideas and information in a logical sequence. Your outline should include an introduction, body paragraphs, and a conclusion.
  • Write a thesis statement: Write a clear and concise thesis statement that states the main idea of your paper. Your thesis statement should be included in your introduction.
  • Write the introduction: The introduction should grab the reader’s attention, provide background information on your topic, and introduce your thesis statement.
  • Write the body : The body of your paper should provide supporting evidence for your thesis statement. Use your research to provide details and examples to support your argument. Make sure to organize your ideas logically and use transition words to connect paragraphs.
  • Write the conclusion : The conclusion should summarize your main points and restate your thesis statement. Avoid introducing new information in the conclusion.
  • Edit and proofread: Edit and proofread your term paper carefully to ensure that it is free of errors and flows smoothly. Check for grammar, spelling, and punctuation errors.
  • Format and cite your sources: Follow the formatting guidelines provided by your professor and cite your sources properly using the appropriate citation style.
  • Submit your paper : Submit your paper on time and according to the instructions provided by your professor.

Term Paper Example

Here’s an example of a term paper:

Title : The Role of Artificial Intelligence in Cybersecurity

As the world becomes more digitally interconnected, cybersecurity threats are increasing in frequency and sophistication. Traditional security measures are no longer enough to protect against these threats. This paper explores the role of artificial intelligence (AI) in cybersecurity, including how AI can be used to detect and respond to threats in real-time, the challenges of implementing AI in cybersecurity, and the potential ethical implications of AI-powered security systems. The paper concludes with recommendations for organizations looking to integrate AI into their cybersecurity strategies.

Introduction :

The increasing number of cybersecurity threats in recent years has led to a growing interest in the potential of artificial intelligence (AI) to improve cybersecurity. AI has the ability to analyze vast amounts of data and identify patterns and anomalies that may indicate a security breach. Additionally, AI can automate responses to threats, allowing for faster and more effective mitigation of security incidents. However, there are also challenges associated with implementing AI in cybersecurity, such as the need for large amounts of high-quality data, the potential for AI systems to make mistakes, and the ethical considerations surrounding the use of AI in security.

Literature Review:

This section of the paper reviews existing research on the use of AI in cybersecurity. It begins by discussing the types of AI techniques used in cybersecurity, including machine learning, natural language processing, and neural networks. The literature review then explores the advantages of using AI in cybersecurity, such as its ability to detect previously unknown threats and its potential to reduce the workload of security analysts. However, the review also highlights some of the challenges associated with implementing AI in cybersecurity, such as the need for high-quality training data and the potential for AI systems to be fooled by sophisticated attacks.

Methodology :

To better understand the challenges and opportunities associated with using AI in cybersecurity, this paper conducted a survey of cybersecurity professionals working in a variety of industries. The survey included questions about the types of AI techniques used in their organizations, the challenges they faced when implementing AI in cybersecurity, and their perceptions of the ethical implications of using AI in security.

The results of the survey showed that while many organizations are interested in using AI in cybersecurity, they face several challenges when implementing these systems. These challenges include the need for high-quality training data, the potential for AI systems to be fooled by sophisticated attacks, and the difficulty of integrating AI with existing security systems. Additionally, many respondents expressed concerns about the ethical implications of using AI in security, such as the potential for AI to be biased or to make decisions that are harmful to individuals or society as a whole.

Discussion :

Based on the results of the survey and the existing literature, this paper discusses the potential benefits and risks of using AI in cybersecurity. It also provides recommendations for organizations looking to integrate AI into their security strategies, such as the need to prioritize data quality and to ensure that AI systems are transparent and accountable.

Conclusion :

While there are challenges associated with implementing AI in cybersecurity, the potential benefits of using these systems are significant. AI can help organizations detect and respond to threats more quickly and effectively, reducing the risk of security breaches. However, it is important for organizations to be aware of the potential ethical implications of using AI in security and to take steps to ensure that these systems are transparent and accountable.

References:

  • Alkhaldi, S., Al-Daraiseh, A., & Lutfiyya, H. (2019). A Survey on Artificial Intelligence Techniques in Cyber Security. Journal of Information Security, 10(03), 191-207.
  • Gartner. (2019). Gartner Top 10 Strategic Technology Trends for 2020. Retrieved from https://www.gartner.com/smarterwithgartner/gartner-top-10-strategic-technology-trends-for-2020/
  • Kshetri, N. (2018). Blockchain’s roles in meeting key supply chain management objectives. International Journal of Information Management, 39, 80-89.
  • Lipton, Z. C. (2018). The mythos of model interpretability. arXiv preprint arXiv:1606.03490.
  • Schneier, B. (2019). Click Here to Kill Everybody: Security and Survival in a Hyper-Connected World. WW Norton & Company.
  • Wahab, M. A., Rahman, M. S., & Islam, M. R. (2020). A Survey on AI Techniques in Cybersecurity. International Journal of Scientific & Engineering Research, 11(2), 22-27.

When to Write Term Paper

A term paper is usually a lengthy research paper that is assigned to students at the end of a term or semester. There are several situations when writing a term paper may be required, including:

  • As a course requirement: In most cases, a term paper is required as part of the coursework for a particular course. It may be assigned by the instructor as a way of assessing the student’s understanding of the course material.
  • To explore a specific topic : A term paper can be an excellent opportunity for students to explore a specific topic of interest in-depth. It allows them to conduct extensive research on the topic and develop their understanding of it.
  • To develop critical thinking skills : Writing a term paper requires students to engage in critical thinking and analysis. It helps them to develop their ability to evaluate and interpret information, as well as to present their ideas in a clear and coherent manner.
  • To prepare for future academic or professional pursuits: Writing a term paper can be an excellent way for students to prepare for future academic or professional pursuits. It can help them to develop the research and writing skills necessary for success in higher education or in a professional career.

Purpose of Term Paper

The main purposes of a term paper are:

  • Demonstrate mastery of a subject: A term paper provides an opportunity for students to showcase their knowledge and understanding of a particular subject. It requires students to research and analyze the topic, and then present their findings in a clear and organized manner.
  • Develop critical thinking skills: Writing a term paper requires students to think critically about their subject matter, analyzing various sources and viewpoints, and evaluating evidence to support their arguments.
  • Improve writing skills : Writing a term paper helps students improve their writing skills, including organization, clarity, and coherence. It also requires them to follow specific formatting and citation guidelines, which can be valuable skills for future academic and professional endeavors.
  • Contribute to academic discourse : A well-written term paper can contribute to academic discourse by presenting new insights, ideas, and arguments that add to the existing body of knowledge on a particular topic.
  • Prepare for future research : Writing a term paper can help prepare students for future research, by teaching them how to conduct a literature review, evaluate sources, and formulate research questions and hypotheses. It can also help them develop research skills that they can apply in future academic or professional endeavors.

Advantages of Term Paper

There are several advantages of writing a term paper, including:

  • In-depth exploration: Writing a term paper allows you to delve deeper into a specific topic, allowing you to gain a more comprehensive understanding of the subject matter.
  • Improved writing skills: Writing a term paper involves extensive research, critical thinking, and the organization of ideas into a cohesive written document. As a result, writing a term paper can improve your writing skills significantly.
  • Demonstration of knowledge: A well-written term paper demonstrates your knowledge and understanding of the subject matter, which can be beneficial for academic or professional purposes.
  • Development of research skills : Writing a term paper requires conducting thorough research, analyzing data, and synthesizing information from various sources. This process can help you develop essential research skills that can be applied in many other areas.
  • Enhancement of critical thinking : Writing a term paper encourages you to think critically, evaluate information, and develop well-supported arguments. These skills can be useful in many areas of life, including personal and professional decision-making.
  • Preparation for further academic work : Writing a term paper is excellent preparation for more extensive academic projects, such as a thesis or dissertation.

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Everything You Need to Know to Write an A+ Term Paper

Last Updated: March 4, 2024 Fact Checked

Sample Term Papers

Researching & outlining.

  • Drafting Your Paper
  • Revising Your Paper

Expert Q&A

This article was co-authored by Matthew Snipp, PhD and by wikiHow staff writer, Raven Minyard, BA . C. Matthew Snipp is the Burnet C. and Mildred Finley Wohlford Professor of Humanities and Sciences in the Department of Sociology at Stanford University. He is also the Director for the Institute for Research in the Social Science’s Secure Data Center. He has been a Research Fellow at the U.S. Bureau of the Census and a Fellow at the Center for Advanced Study in the Behavioral Sciences. He has published 3 books and over 70 articles and book chapters on demography, economic development, poverty and unemployment. He is also currently serving on the National Institute of Child Health and Development’s Population Science Subcommittee. He holds a Ph.D. in Sociology from the University of Wisconsin—Madison. There are 13 references cited in this article, which can be found at the bottom of the page. This article has been fact-checked, ensuring the accuracy of any cited facts and confirming the authority of its sources. This article has been viewed 2,233,930 times.

A term paper is a written assignment given to students at the end of a course to gauge their understanding of the material. Term papers typically count for a good percentage of your overall grade, so of course, you’ll want to write the best paper possible. Luckily, we’ve got you covered. In this article, we’ll teach you everything you need to know to write an A+ term paper, from researching and outlining to drafting and revising.

Quick Steps to Write a Term Paper

  • Hook your readers with an interesting and informative intro paragraph. State your thesis and your main points.
  • Support your thesis by providing quotes and evidence that back your claim in your body paragraphs.
  • Summarize your main points and leave your readers with a thought-provoking question in your conclusion.

term papers on research studies

  • Think of your term paper as the bridge between what you’ve learned in class and how you apply that knowledge to real-world topics.
  • For example, a history term paper may require you to explore the consequences of a significant historical event, like the Civil War. An environmental science class, on the other hand, may have you examine the effects of climate change on a certain region.
  • Your guidelines should tell you the paper’s word count and formatting style, like whether to use in-text citations or footnotes and whether to use single- or double-spacing. If these things aren’t specified, be sure to reach out to your instructor.

Step 2 Choose an interesting topic.

  • Make sure your topic isn’t too broad. For example, if you want to write about Shakespeare’s work, first narrow it down to a specific play, like Macbeth , then choose something even more specific like Lady Macbeth’s role in the plot.
  • If the topic is already chosen for you, explore unique angles that can set your content and information apart from the more obvious approaches many others will probably take. [3] X Research source
  • Try not to have a specific outcome in mind, as this will close you off to new ideas and avenues of thinking. Rather than trying to mold your research to fit your desired outcome, allow the outcome to reflect a genuine analysis of the discoveries you made. Ask yourself questions throughout the process and be open to having your beliefs challenged.
  • Reading other people's comments, opinions, and entries on a topic can often help you to refine your own, especially where they comment that "further research" is required or where they posit challenging questions but leave them unanswered.

Step 3 Do your research.

  • For example, if you’re writing a term paper about Macbeth , your primary source would be the play itself. Then, look for other research papers and analyses written by academics and scholars to understand how they interpret the text.

Step 4 Craft your thesis statement.

  • For example, if you’re writing a paper about Lady Macbeth, your thesis could be something like “Shakespeare’s characterization of Lady Macbeth reveals how desire for power can control someone’s life.”
  • Remember, your research and thesis development doesn’t stop here. As you continue working through both the research and writing, you may want to make changes that align with the ideas forming in your mind and the discoveries you continue to unearth.
  • On the other hand, don’t keep looking for new ideas and angles for fear of feeling confined. At some point, you’re going to have to say enough is enough and make your point. You may have other opportunities to explore these questions in future studies, but for now, remember your term paper has a finite word length and an approaching due date!

Step 5 Develop an outline for the paper.

  • Abstract: An abstract is a concise summary of your paper that informs readers of your topic, its significance, and the key points you’ll explore. It must stand on its own and make sense without referencing outside sources or your actual paper.
  • Introduction: The introduction establishes the main idea of your paper and directly states the thesis. Begin your introduction with an attention-grabbing sentence to intrigue your readers, and provide any necessary background information to establish your paper’s purpose and direction.
  • Body paragraphs: Each body paragraph focuses on a different argument supporting your thesis. List specific evidence from your sources to back up your arguments. Provide detailed information about your topic to enhance your readers’ understanding. In your outline, write down the main ideas for each body paragraph and any outstanding questions or points you’re not yet sure about.
  • Results: Depending on the type of term paper you’re writing, your results may be incorporated into your body paragraphs or conclusion. These are the insights that your research led you to. Here you can discuss how your perspective and understanding of your topic shifted throughout your writing process.
  • Conclusion: Your conclusion summarizes your argument and findings. You may restate your thesis and major points as you wrap up your paper.

Drafting Your Term Paper

Step 1 Make your point in the introduction.

  • Writing an introduction can be challenging, but don’t get too caught up on it. As you write the rest of your paper, your arguments might change and develop, so you’ll likely need to rewrite your intro at the end, anyway. Writing your intro is simply a means of getting started and you can always revise it later. [10] X Trustworthy Source PubMed Central Journal archive from the U.S. National Institutes of Health Go to source
  • Be sure to define any words your readers might not understand. For example, words like “globalization” have many different meanings depending on context, and it’s important to state which ones you’ll be using as part of your introductory paragraph.

Step 2 Persuade your readers with your body paragraphs.

  • Try to relate the subject of the essay (say, Plato’s Symposium ) to a tangentially related issue you happen to know something about (say, the growing trend of free-wheeling hookups in frat parties). Slowly bring the paragraph around to your actual subject and make a few generalizations about why this aspect of the book/subject is so fascinating and worthy of study (such as how different the expectations for physical intimacy were then compared to now).

Step 3 Summarize your argument with your conclusion.

  • You can also reflect on your own experience of researching and writing your term paper. Discuss how your understanding of your topic evolved and any unexpected findings you came across.

Step 4 Write your abstract.

  • While peppering quotes throughout your text is a good way to help make your point, don’t overdo it. If you use too many quotes, you’re basically allowing other authors to make the point and write the paper for you. When you do use a quote, be sure to explain why it is relevant in your own words.
  • Try to sort out your bibliography at the beginning of your writing process to avoid having a last-minute scramble. When you have all the information beforehand (like the source’s title, author, publication date, etc.), it’s easier to plug them into the correct format.

Step 6 Come up with a good title.

Revising & Finalizing Your Term Paper

Step 1 Make your writing as concise as possible.

  • Trade in weak “to-be” verbs for stronger “action” verbs. For example: “I was writing my term paper” becomes “I wrote my term paper.”

Step 2 Check for grammar and spelling errors.

  • It’s extremely important to proofread your term paper. If your writing is full of mistakes, your instructor will assume you didn’t put much effort into your paper. If you have too many errors, your message will be lost in the confusion of trying to understand what you’ve written.

Step 3 Have someone else read over your paper.

  • If you add or change information to make things clearer for your readers, it’s a good idea to look over your paper one more time to catch any new typos that may have come up in the process.

Matthew Snipp, PhD

  • The best essays are like grass court tennis—the argument should flow in a "rally" style, building persuasively to the conclusion. Thanks Helpful 1 Not Helpful 0
  • If you get stuck, consider giving your professor a visit. Whether you're still struggling for a thesis or you want to go over your conclusion, most instructors are delighted to help and they'll remember your initiative when grading time rolls around. Thanks Helpful 0 Not Helpful 1
  • At least 2 hours for 3-5 pages.
  • At least 4 hours for 8-10 pages.
  • At least 6 hours for 12-15 pages.
  • Double those hours if you haven't done any homework and you haven't attended class.
  • For papers that are primarily research-based, add about two hours to those times (although you'll need to know how to research quickly and effectively, beyond the purview of this brief guide).

term papers on research studies

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  • ↑ https://www.binghamton.edu/counseling/self-help/term-paper.html
  • ↑ Matthew Snipp, PhD. Research Fellow, U.S. Bureau of the Census. Expert Interview. 26 March 2020.
  • ↑ https://emory.libanswers.com/faq/44525
  • ↑ https://writing.wisc.edu/handbook/assignments/planresearchpaper/
  • ↑ https://owl.purdue.edu/owl/general_writing/the_writing_process/thesis_statement_tips.html
  • ↑ https://libguides.usc.edu/writingguide/outline
  • ↑ https://gallaudet.edu/student-success/tutorial-center/english-center/writing/guide-to-writing-introductions-and-conclusions/
  • ↑ https://www.ncbi.nlm.nih.gov/pubmed/26731827
  • ↑ https://writing.wisc.edu/handbook/assignments/writing-an-abstract-for-your-research-paper/
  • ↑ https://www.ivcc.edu/stylesite/Essay_Title.pdf
  • ↑ https://www.uni-flensburg.de/fileadmin/content/institute/anglistik/dokumente/downloads/how-to-write-a-term-paper-daewes.pdf
  • ↑ https://library.sacredheart.edu/c.php?g=29803&p=185937
  • ↑ https://www.cornerstone.edu/blog-post/six-steps-to-really-edit-your-paper/

About This Article

Matthew Snipp, PhD

If you need to write a term paper, choose your topic, then start researching that topic. Use your research to craft a thesis statement which states the main idea of your paper, then organize all of your facts into an outline that supports your thesis. Once you start writing, state your thesis in the first paragraph, then use the body of the paper to present the points that support your argument. End the paper with a strong conclusion that restates your thesis. For tips on improving your term paper through active voice, read on! Did this summary help you? Yes No

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term papers on research studies

How to Write a Term Paper From Start to Finish

term papers on research studies

The term paper, often regarded as the culmination of a semester's hard work, is a rite of passage for students in pursuit of higher education. Here's an interesting fact to kick things off: Did you know that the term paper's origins can be traced back to ancient Greece, where scholars like Plato and Aristotle utilized written works to explore and document their philosophical musings? Just as these great minds once wrote their thoughts on parchment, you, too, can embark on this intellectual voyage with confidence and skill.

How to Write a Term Paper: Short Description

In this article, we'll delve into the core purpose of this kind of assignment – to showcase your understanding of a subject, your research abilities, and your capacity to communicate complex ideas effectively. But it doesn't stop there. We'll also guide you in the art of creating a well-structured term paper format, a roadmap that will not only keep you on track but also ensure your ideas flow seamlessly and logically. Packed with valuable tips on writing, organization, and time management, this resource promises to equip you with the tools needed to excel in your academic writing.

Understanding What Is a Term Paper

A term paper, a crucial component of your college education, is often assigned towards the conclusion of a semester. It's a vehicle through which educators gauge your comprehension of the course content. Imagine it as a bridge between what you've learned in class and your ability to apply that knowledge to real-world topics.

For instance, in a history course, you might be asked to delve into the causes and consequences of a significant historical event, such as World War II. In a psychology class, your term paper might explore the effects of stress on mental health, or in an environmental science course, you could analyze the impact of climate change on a specific region.

Writing a term paper isn't just about summarizing facts. It requires a blend of organization, deep research, and the art of presenting your findings in a way that's both clear and analytical. This means structuring your arguments logically, citing relevant sources, and critically evaluating the information you've gathered.

For further guidance, we've prepared an insightful guide for you authored by our expert essay writer . It's brimming with practical tips and valuable insights to help you stand out in this academic endeavor and earn the recognition you deserve.

How to Start a Term Paper

Before you start, keep the guidelines for the term paper format firmly in mind. If you have any doubts, don't hesitate to reach out to your instructor for clarification before you begin your research and writing process. And remember, procrastination is your worst enemy in this endeavor. If you're aiming to produce an exceptional piece and secure a top grade, it's essential to plan ahead and allocate dedicated time each day to work on it. Now, let our term paper writing services provide you with some valuable tips to help you on your journey:

start a term paper

  • Hone Your Topic : Start by cultivating a learning mindset that empowers you to effectively organize your thoughts. Discover how to research a topic in the section below.
  • Hook Your Readers: Initiate a brainstorming session and unleash a barrage of creative ideas to captivate your audience right from the outset. Pose intriguing questions, share compelling anecdotes, offer persuasive statistics, and more.
  • Craft a Concise Thesis Statement Example : If you find yourself struggling to encapsulate the main idea of your paper in just a sentence or two, it's time to revisit your initial topic and consider narrowing it down.
  • Understand Style Requirements: Your work must adhere to specific formatting guidelines. Delve into details about the APA format and other pertinent regulations in the section provided.
  • Delve Deeper with Research : Equipped with a clearer understanding of your objectives, dive into your subject matter with a discerning eye. Ensure that you draw from reputable and reliable sources.
  • Begin Writing: Don't obsess over perfection from the get-go. Just start writing, and don't worry about initial imperfections. You can always revise or remove those early sentences later. The key is to initiate the term papers as soon as you've amassed sufficient information.

Ace your term paper with EssayPro 's expert help. Our academic professionals are here to guide you through every step, ensuring your term paper is well-researched, structured, and written to the highest standards.

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Term Paper Topics

Selecting the right topic for your term paper is a critical step, one that can significantly impact your overall experience and the quality of your work. While instructors sometimes provide specific topics, there are instances when you have the freedom to choose your own. To guide you on how to write a term paper, consider the following factors when deciding on your dissertation topics :

choose a term paper topic

  • Relevance to Assignment Length: Begin by considering the required length of your paper. Whether it's a substantial 10-page paper or a more concise 5-page one, understanding the word count will help you determine the appropriate scope for your subject. This will inform whether your topic should be broad or more narrowly focused.
  • Availability of Resources : Investigate the resources at your disposal. Check your school or community library for books and materials that can support your research. Additionally, explore online sources to ensure you have access to a variety of reference materials.
  • Complexity and Clarity : Ensure you can effectively explain your chosen topic, regardless of how complex it may seem. If you encounter areas that are challenging to grasp fully, don't hesitate to seek guidance from experts or your professor. Clarity and understanding are key to producing a well-structured term paper.
  • Avoiding Overused Concepts : Refrain from choosing overly trendy or overused topics. Mainstream subjects often fail to captivate the interest of your readers or instructors, as they can lead to repetitive content. Instead, opt for a unique angle or approach that adds depth to your paper.
  • Manageability and Passion : While passion can drive your choice of topic, it's important to ensure that it is manageable within the given time frame and with the available resources. If necessary, consider scaling down a topic that remains intriguing and motivating to you, ensuring it aligns with your course objectives and personal interests.

Worrying About the Quality of Your Upcoming Essay?

"Being highly trained professionals, our writers can provide term paper help by creating a paper specifically tailored to your needs.

Term Paper Outline

Before embarking on the journey of writing a term paper, it's crucial to establish a well-structured outline. Be mindful of any specific formatting requirements your teacher may have in mind, as these will guide your outline's structure. Here's a basic format to help you get started:

  • Cover Page: Begin with a cover page featuring your name, course number, teacher's name, and the deadline date, centered at the top.
  • Abstract: Craft a concise summary of your work that informs readers about your paper's topic, its significance, and the key points you'll explore.
  • Introduction: Commence your term paper introduction with a clear and compelling statement of your chosen topic. Explain why it's relevant and outline your approach to addressing it.
  • Body: This section serves as the meat of academic papers, where you present the primary findings from your research. Provide detailed information about the topic to enhance the reader's understanding. Ensure you incorporate various viewpoints on the issue and conduct a thorough analysis of your research.
  • Results: Share the insights and conclusions that your research has led you to. Discuss any shifts in your perspective or understanding that have occurred during the course of your project.
  • Discussion: Conclude your term paper with a comprehensive summary of the topic and your findings. You can wrap up with a thought-provoking question or encourage readers to explore the subject further through their own research.

How to Write a Term Paper with 5 Steps

Before you begin your term paper, it's crucial to understand what a term paper proposal entails. This proposal serves as your way to introduce and justify your chosen topic to your instructor, and it must gain approval before you start writing the actual paper.

In your proposal, include recent studies or research related to your topic, along with proper references. Clearly explain the topic's relevance to your course, outline your objectives, and organize your ideas effectively. This helps your instructor grasp your term paper's direction. If needed, you can also seek assistance from our expert writers and buy term paper .

how to write a term paper

Draft the Abstract

The abstract is a critical element while writing a term paper, and it plays a crucial role in piquing the reader's interest. To create a captivating abstract, consider these key points from our dissertation writing service :

  • Conciseness: Keep it short and to the point, around 150-250 words. No need for lengthy explanations.
  • Highlight Key Elements: Summarize the problem you're addressing, your research methods, and primary findings or conclusions. For instance, if your paper discusses the impact of social media on mental health, mention your research methods and significant findings.
  • Engagement: Make your abstract engaging. Use language that draws readers in. For example, if your paper explores the effects of artificial intelligence on the job market, you might begin with a question like, 'Is AI revolutionizing our work landscape, or should we prepare for the robots to take over?'
  • Clarity: Avoid excessive jargon or technical terms to ensure accessibility to a wider audience.

Craft the Introduction

The introduction sets the stage for your entire term paper and should engage readers from the outset. To craft an intriguing introduction, consider these tips:

  • Hook Your Audience: Start with a captivating hook, such as a thought-provoking question or a compelling statistic. For example, if your paper explores the impact of smartphone addiction, you could begin with, 'Can you remember the last time you went a whole day without checking your phone?'
  • State Your Purpose: Clearly state the purpose of your paper and its relevance. If your term paper is about renewable energy's role in combating climate change, explain why this topic is essential in today's world.
  • Provide a Roadmap: Briefly outline how your paper is structured. For instance, if your paper discusses the benefits of mindfulness meditation, mention that you will explore its effects on stress reduction, emotional well-being, and cognitive performance.
  • Thesis Statement: Conclude your introduction with a concise thesis statement that encapsulates the central argument or message of your paper. In the case of a term paper on the impact of online education, your thesis might be: 'Online education is revolutionizing learning by providing accessibility, flexibility, and innovative teaching methods.'

Develop the Body Sections: Brainstorming Concepts and Content

Generate ideas and compose text: body sections.

The body of your term paper is where you present your research, arguments, and analysis. To generate ideas and write engaging text in the body sections, consider these strategies from our research paper writer :

  • Structure Your Ideas: Organize your paper into sections or paragraphs, each addressing a specific aspect of your topic. For example, if your term paper explores the impact of social media on interpersonal relationships, you might have sections on communication patterns, privacy concerns, and emotional well-being.
  • Support with Evidence: Back up your arguments with credible evidence, such as data, research findings, or expert opinions. For instance, when discussing the effects of social media on mental health, you can include statistics on social media usage and its correlation with anxiety or depression.
  • Offer Diverse Perspectives: Acknowledge and explore various viewpoints on the topic. When writing about the pros and cons of genetic engineering, present both the potential benefits, like disease prevention, and the ethical concerns associated with altering human genetics.
  • Use Engaging Examples: Incorporate real-life examples to illustrate your points. If your paper discusses the consequences of climate change, share specific instances of extreme weather events or environmental degradation to make the topic relatable.
  • Ask Thought-Provoking Questions: Integrate questions throughout your text to engage readers and stimulate critical thinking. In a term paper on the future of artificial intelligence, you might ask, 'How will AI impact job markets and the concept of work in the coming years?'

Formulate the Conclusion

The conclusion section should provide a satisfying wrap-up of your arguments and insights. To craft a compelling term paper example conclusion, follow these steps:

  • Revisit Your Thesis: Begin by restating your thesis statement. This reinforces the central message of your paper. For example, if your thesis is about the importance of biodiversity conservation, reiterate that biodiversity is crucial for ecological balance and human well-being.
  • Summarize Key Points: Briefly recap the main points you've discussed in the body of your paper. For instance, if you've been exploring the impact of globalization on local economies, summarize the effects on industries, job markets, and cultural diversity.
  • Emphasize Your Main Argument: Reaffirm the significance of your thesis and the overall message of your paper. Discuss why your findings are important or relevant in a broader context. If your term paper discusses the advantages of renewable energy, underscore its potential to combat climate change and reduce our reliance on fossil fuels.
  • Offer a Thoughtful Reflection: Share your own reflections or insights about the topic. How has your understanding evolved during your research? Have you uncovered any unexpected findings or implications? If your paper discusses the future of space exploration, consider what it means for humanity's quest to explore the cosmos.
  • End with Impact: Conclude your term paper with a powerful closing statement. You can leave the reader with a thought-provoking question, a call to action, or a reflection on the broader implications of your topic. For instance, if your paper is about the ethics of artificial intelligence, you could finish by asking, 'As AI continues to advance, what ethical considerations will guide our choices and decisions?'

Edit and Enhance the Initial Draft

After completing your initial draft, the revision and polishing phase is essential for improving your paper. Here's how to refine your work efficiently:

  • Take a Break: Step back and return to your paper with a fresh perspective.
  • Structure Check: Ensure your paper flows logically and transitions smoothly from the introduction to the conclusion.
  • Clarity and Conciseness: Trim excess words for clarity and precision.
  • Grammar and Style: Proofread for errors and ensure consistent style.
  • Citations and References: Double-check your citations and reference list.
  • Peer Review: Seek feedback from peers or professors for valuable insights.
  • Enhance Intro and Conclusion: Make your introduction and conclusion engaging and impactful.
  • Coherence Check: Ensure your arguments support your thesis consistently.
  • Read Aloud: Reading your paper aloud helps identify issues.
  • Final Proofread: Perform a thorough proofread to catch any remaining errors.

Term Paper Format

When formatting your term paper, consider its length and the required citation style, which depends on your research topic. Proper referencing is crucial to avoid plagiarism in academic writing. Common citation styles include APA and MLA.

If unsure how to cite term paper for social sciences, use the APA format, including the author's name, book title, publication year, publisher, and location when citing a book.

For liberal arts and humanities, MLA is common, requiring the publication name, date, and location for referencing.

Adhering to the appropriate term paper format and citation style ensures an organized and academically sound paper. Follow your instructor's guidelines for a polished and successful paper.

Term Paper Example

To access our term paper example, simply click the button below.

The timeline of events from 1776 to 1861, that, in the end, prompted the American Civil War, describes and relates to a number of subjects modern historians acknowledge as the origins and causes of the Civil War. In fact, pre-Civil War events had both long-term and short-term influences on the War—such as the election of Abraham Lincoln as the American president in 1860 that led to the Fall of Fort Sumter in April of the same year. In that period, contentions that surrounded states’ rights progressively exploded in Congress—since they were the initial events that formed after independence. Congress focused on resolving significant issues that affected the states, which led to further issues. In that order, the US’s history from 1776 to 1861 provides a rich history, as politicians brought forth dissimilarities, dissections, and tensions between the Southern US & the people of slave states, and the Northern states that were loyal to the Union. The events that unfolded from the period of 1776 to 1861 involved a series of issues because they promoted the great sectional crisis that led to political divisions and the build-up to the Civil War that made the North and the South seem like distinctive and timeless regions that predated the crisis itself.

Final Thoughts

In closing, approach the task of writing term papers with determination and a positive outlook. Begin well in advance, maintain organization, and have faith in your capabilities. Don't hesitate to seek assistance if required, and express your individual perspective with confidence. You're more than capable of succeeding in this endeavor!

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What is the Difference between a Term Paper and a Research Paper?

What is the fastest way to write a term paper.

Daniel Parker

Daniel Parker

is a seasoned educational writer focusing on scholarship guidance, research papers, and various forms of academic essays including reflective and narrative essays. His expertise also extends to detailed case studies. A scholar with a background in English Literature and Education, Daniel’s work on EssayPro blog aims to support students in achieving academic excellence and securing scholarships. His hobbies include reading classic literature and participating in academic forums.

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is an expert in nursing and healthcare, with a strong background in history, law, and literature. Holding advanced degrees in nursing and public health, his analytical approach and comprehensive knowledge help students navigate complex topics. On EssayPro blog, Adam provides insightful articles on everything from historical analysis to the intricacies of healthcare policies. In his downtime, he enjoys historical documentaries and volunteering at local clinics.

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How to Write a Term Paper

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How to Write a Term Paper - Getting to the Basics

A term paper is generally structured with an opening introduction, followed by several body paragraphs, and culminates with a conclusion. It articulates a central thesis statement, bolstered by corroborative evidence and critical analysis. The writing is formal in nature, adheres to a designated formatting style like APA or MLA, and is complemented by accurate citations and a comprehensive bibliography.

Writing a term paper is a structured process that demands careful planning and execution. Here’s a step-by-step approach to guide you:

  • Understand the Assignment : Ensure you grasp the requirements, the topic's scope, and the deadline.
  • Choose a Topic : Select a topic that is interesting to you and meets the assignment's criteria. It should be narrow enough to explore fully within the paper's constraints.
  • Conduct Preliminary Research : Gather background information to further refine your topic, develop a thesis, and create a research question.
  • Develop a Thesis Statement : This is the central argument or claim of your paper. It should be clear, concise, and arguable.
  • Create an Outline : Organize your main points and supporting details into an outline. This will serve as a roadmap for your term paper.
  • Conduct Detailed Research : Use credible sources to collect evidence and information that support your thesis. Take careful notes and keep track of your sources for citations.
  • Write the Introduction : Start with a hook to grab the reader's interest, provide background information, and present your thesis statement.
  • Write the Body : Each paragraph should focus on a single point that supports your thesis. Use evidence and analysis to back up each point.
  • Write the Conclusion : Summarize your main points and restate the thesis in the context of the evidence you provided. Discuss the implications of your findings or future directions for research.
  • Revise and Edit : Look for any gaps in logic or content, check for clarity and flow, and ensure each part of the paper supports your thesis. Edit for grammar, spelling, and punctuation errors.
  • Format Your Paper : Follow the required citation style (APA, MLA, Chicago, etc.) for your discipline, and ensure your paper adheres to all formatting guidelines.
  • Final Review : Give your paper a final read-through, checking for coherence, structure, and formatting.
  • Submit : Turn in your paper by the deadline, and ensure you have a copy saved for your records.

You always hear the word “term paper,” and in the most basic sense, it is the paper that sums up everything you have learned in a term or semester. Think of it as the ‘gate pass’ for a checkpoint in a game: you need to secure one by finishing one important challenge.

As every game requires, that particular challenge is not similar to other challenges you have encountered. Thus, you must conserve every remaining energy and time to prepare for the challenge.

Going back to our topic, term papers require your knowledge, effort, and time. You can only produce a faultless and astounding term paper once you have mastered the fundamental things you will continuously see in every paper you will be crafting in the coming semesters.

Research-Based

In a term paper, you may not want to ditch your personal experiences or observations when integrating what you have learned in a single term or semester. Most of the time, integrating salient findings and concepts from literature and other scholarly sources may be required depending on the type of paper you are asked to write.

A topic, especially if it is purely theoretical or academic, may warrant you to do a literature review and background research. Fret not, though, as this blog will guide you through making your term paper a work of research.

Since a term paper is research-based, it is almost always impossible not to involve critical thinking and analysis on a certain topic. After all, the best way to discuss a topic, especially if it is complex, is to break it down into pieces. Once disassembled, you can evaluate the evidence, examine its validity, and draw reasoned conclusions based on your findings.

Thesis Statement

You might be able to equate a term paper to an essay. They seem to get along, especially with the structure and purpose of writing. However, you can never go wrong with formulating a good thesis statement for your term paper.

As it is more similar to a research paper, a term paper can be quite long, so having a good thesis statement reinstates the main argument or purpose of your writing. It guides the entire direction of your paper and helps your reader grasp its focus– no matter how long and winding his or her experience will be.

Logical Flow

We may love a fun, creative, and often chaotic way of writing, especially when reading a narrative essay as a coursework assignment. Sorry to burst your bubbles, but a term paper may not follow the same route.

As a standard term paper is full of concepts, terms, arguments, and ideas, it deserves great attention to logic and organization. This means that each section of the paper must build up from the previous one, and transitions between paragraphs and sections should observe smoothness and coherence.

What is a Term Paper In Terms of Its Various Types and Forms

Writing a term paper entails preparation. You can only wish that you have a ton of brain cells and resources to help you finalize your paper that is good for submission– and a stellar score.

However, preparation is only one thing in the long-lasting process of term paper writing.

The term paper structure will still depend on the scope of analysis, as well as the categories of the term paper. Yes, you saw it correctly: types or categories of term papers may have different structures or, in most cases, purposes.

This part of your journey in term paper writing will acquaint you with different types of term papers according to purpose and structure. 

Analytical Paper

From the word itself, an analytical paper requires you to break down a concept, theory, or phenomenon into several parts. These parts may come in the form of elements, experiences, principles, and many other related components.

An analytical paper aims to examine these parts critically and evaluate them accordingly. Analytical papers are often found in social sciences and humanities, and they are mostly requested for a term paper writing service .

Possible topics that resemble your future topic under the mentioned fields are critiquing a philosophical theory or analyzing globalization's impact on a specific country's pop culture.

Argumentative Paper

What is a term paper without presenting a stance? In an argumentative term paper, your professor might give you a debatable or controversial topic that requires your critical thinking and persuasive skills to be utilized.

In this type of term paper, you must integrate a literature review and empirical evidence to support your stance and counter several opposing views. Argumentations are often found in several branches of the social sciences, such as law, ethics, and literature.

You may stumble upon topics like augmenting a controversial public policy or defending a particular interpretation of a literary piece.

Descriptive Paper

Fulfilling this type of term paper entails more than injecting fancy adjectives, imageries, and vivid narrations. When dealing with descriptive term papers, you must provide a detailed overview of a particular topic, event, phenomenon, or concept.

If you ask me how to format a term paper of this kind, the descriptive language used must be realistic and accurate, not just merely ornamental. This orientation would provide a seamless and truthful picture for the reader of your paper.

Although your term paper may be descriptive, objectivity should not be taken away. Descriptive term papers are mostly required in the natural sciences, such as physics, chemistry, Earth science, and biology. A perfect example is the description of the geological features of a national park. 

Comparative Papers

True to its name, this type of term paper compares and contrasts two or more theories, subjects, schools of thought, and approaches.

Upon taking the two major steps, you will need to analyze the similarities and differences between the elements, and you may formulate conclusions regarding their significance or implications. Comparative term papers are commonly seen in economics, political science, literature, sociology, and history.

A prime example might be comparing two distinct economic systems or analyzing the similarities and differences between political theories, such as Republicanism and Democracy.

Expository Papers

How to start a term paper of this type? We just have to take a hint at its name: it ‘exposes’ a piece of information. Elaborating on this, term papers adhering to this type explain or inform the prospective audience about a specific topic, concept, process, or phenomenon.

Since we are dealing with information, it has to be ensured that the latter must be accurate, truthful, and sufficient. Writing expository papers may also entail a handful of related writing tasks, such as defining key terms and organizing information according to related themes.

The fields that most likely require expository term papers are education, communication arts, journalism, and several liberal arts areas.

Grasping each type of term paper above may be quite a handful. Apart from preparing a term paper, you are confronted with a big challenge to choose a type or, in some cases, integrate one type into another.

Regardless of your writing decisions, you are always in for a treat: your term paper proposal will not be a failure if you are more than familiar with your purpose of writing one.

In addition, writing services like Studyfy let you access term paper help like no other. From your term paper outline to the final touches, an array of professional writers are present to provide personalized writing services for negotiable pricing.

What’s The Proper Term Paper Format? From the Ground Up

I am fully aware that you have been wired up with all the information you need to know about term papers, but do not falter yet, as we are just in the most needed part of this blog: formatting your term paper.

Writing a term paper will not be as polished and organized if you do not prepare your format ahead of your writing preparations. So, from conceptualizing your title to proofreading your paper, our tips and tricks will propel you to the towering heights of marks you have always aimed for.

Start Strong with Your Title Page

A well-established term paper will not be realized without a strong facade through a title page. Many students are seen as not focusing on this part of the paper, thinking that it does not hold as much importance as other parts, but if you are thinking the same, you need to change your mind.

Some instructors and professors look at the title page to check if you adhere to the formatting guidelines. If you are less likely to notice such inconsistencies, your professor might think you are not keen enough to eye important details in the rest of your paper.

Pro-Tip: As early as creating your title page, be sure to follow any specific formatting guidelines provided by your professor or academic institution, such as font size, spacing, and margin specifications.

Abstract– Concise Yet Complete

An abstract is likewise an important component of a term paper, just as in a research paper. It encapsulates the crucial pieces of information that the reader must know. It includes the background of the paper, methods, results, and implications of the findings.

While the abstract may require a specific word count that differs from one academic institution to another, it is generally preferred to keep everything short yet complete. Remember: the term paper itself will likely become wordy and extensive, so let us spare space for urgency on the paper’s abstract.

Pro-Tip : Keep everything concise and elaborate on the findings more than the background. The usual word count for an abstract is 150-200 words.

Term Paper’s Background: Where the Thesis Statement is Cleared Its Way

Term paper writing will get as fired up at this point since this part introduces the rationale or context of the paper, asking the question, “What is the topic all about?” In presenting the background, the introduction of the paper's main argument is given– the thesis statement.

This crucial part of the paper is often written as a declarative sentence or a question. To make everything clear and articulated, the paper’s background must provide an extensive exploration of the topic that could lead to formulating the thesis statement. There should be a profound connection between the rationale of the paper and its main purpose.

Pro-Tip : Term papers are more flexible than research papers and journal articles in terms of structuring their introduction. You may hook the reader's attention by putting an engaging opening sentence or anecdote.

Arranging Lit Review: To Each Its Own

Regardless of whether the literature review section of a term paper is separated or integrated into the introduction, this part must provide an extensive overview of existing research and scholarship relevant to the topic.

While one can put empirical and observational studies into the review, it is important to put a premium on reputable articles and research reports that are peer-reviewed and published in indexed journals. When no single guideline talks about a window period for acceptable literature, you may set one for yourself as a guide. 

Pro-Tip: Arrange the literature review thematically, chronologically, or topically, depending on the ways that you desire to highlight some aspects of your term paper.

To an Extensive Results and Discussion Section

Term papers will not be complete without the discussion section. This part seals the deal and is an important piece of a complex puzzle. It interprets the results in conjunction with the questions at hand and assesses their value by comparing them with previous studies according to their agreement or disagreement. 

Pro-Tip: When sourcing previous studies as points of reference for the results, always strive to find ones that both agree or disagree with them. This ensures the polarity and absence of bias in the reporting of the results.

Closing the Curtains with the Paper’s Conclusion

When concluding your term paper writing, always restate the thesis statement. It always feels right and justifiable if the main purpose of the entire term paper is reiterated in the last part of the paper. Apart from that, recommendations and final thoughts may be included in this section.

The conclusion section, deemed shorter than other key sections in the term paper, may come in a short paragraph or bullet format, depending on your guidelines.

Pro-Tip: New information that is not previously included in the paper is not welcome in the conclusion. You might need to write my term paper again if I committed a mistake. You may instead synthesize the key points and results and leave a lasting impression on your reader by either providing a strong closing statement or a reinforcement of the main argument of the term paper.

References and Appendices: Two Pieces That Complete

One may argue that writing term papers may not need references and appendices sections, but the material they provide may prove otherwise. Without the references, sources will not be identified nor assessed, leaving no room for integrity on the writer's part. 

Having no appendices section, on the other hand, does not provide enough context or additional information about the important plans that were executed during the creation of the paper. It is in these sections that small things matter.

Pro-Tip: Double-check the veracity of the references and appendices section. This may entail using the proper citation style for the reference titles and labeling the materials under the appendices section.

What’s a term paper? How to write a successful term paper?

A: A term paper is a type of academic paper that a student, typically from a higher academic institution such as a university, completes at the end of a semester or a term. Since it is considered a terminal requirement, writing a term paper requires one to conduct research, utilize higher-order thinking skills such as analysis, and present findings on a topic or subject by incorporating the knowledge and skills throughout the entirety of the term. 

Since a term paper qualifies as an academic paper, writing services offer custom term paper assistance whenever needed. It is only through tailor-fit writing assistance and professional guidance from seasoned writers that you can achieve a stellar grade without getting down a rough route, thanks to Studyfy.

How to write a term paper if there is a word count?

A word count may be a bummer for some, but it can motivate you to budget how you will use your words efficiently. Make sure to allocate several words strategically. It is recommended that the discussion section gets the highest allocation among all the term paper sections.

Your research and writing process can be influenced by the term paper format and word count. As academic papers often have a specific set of rules, make sure to follow them to the dot.

What is the general structure of a term paper? Is it the same as a research paper?

The universally accepted structure of a term paper is quite similar to a research report: title page, rationale/background, literature review, methodology, results and discussion, and references. An appendices section is optional but necessary for other fields of interest.

A good term paper is like a good research paper. Research papers, like other academic papers, follow the named predictable pattern; just make sure to present your own research through engaging body paragraphs and state primary and secondary sources, including other research papers you used while writing.

Are term papers similar to research papers? How similar and different is the writing process?

Term paper writing is similar to research writing in terms of structure and purpose. However, they differ in scope, audience, and length. While a term paper has a broader scope and is meant to be seen by the course instructor, a research paper has a narrower scope and is written for a wider academic audience. However, what's crucial is the thorough research process.

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How To Write a Term Paper: A Guide That Works

30 June, 2020

16 minutes read

Author:  Mathieu Johnson

Once you’ve started your university career, you are going to be asked to present a term paper. What’s the difference between a term paper and a research paper? How can you write a good term? What’s the best way to structure it? Where can you find some tips to make the writing process faster? In this article, we’ll discuss a few tips to help you prepare a term paper quickly and professionally.

term paper

What Is a Term Paper… And What Is The First Step?

A term paper is a critical and analytical report on the topic or subject that you covered within the course of studies. It usually consists of two separate but equally important aspects: your own thoughts about the topic and a demonstration of your understanding of the existing literature. The main goal of this assignment is to summarize the material you learned and showcase your understanding of the topic. This aspect makes the term paper a universal instrument for assessing a student’s proficiency. It also explains why term papers cost so many points of your course grade.

We usually associate a term paper with a research paper , but although the concepts are quite similar, a research paper requires a more academic approach and a deeper investigation into the literature of your field of study.

To write an outstanding college term paper, you must understand that your professor has requested it in order to test your analytical thinking skills. You must collect relevant data, analyze it, and then make a summary or solve a particular problem. Such skills are highly relevant to the business world, so this type of the task is as practical as it is educational.

So, let’s start the preparation!

Before you begin writing

Dip into the topics and make a research

Unfortunately, there is no magical recipe that allows you to get everything done fast. You will need to choose the best way forward in whatever situation you find yourself, but here are some tips to help you prepare for the assignment.

To begin with, take the research stage seriously . Sometimes, when students are really interested in a topic, they only want to present their personal ideas about the problem. Unfortunately, if you’re not completely familiar with all the data from the various sources, you will need to reinvent the bicycle.

Term paper writing was never an easy ride. Well, not for our expert writers. Place an order with our term paper writing service and secure yourself an “A!”

In the initial stages of your research, investigate everything you can find on the topic . This may sound like a tall order, but you’ll find that it doesn’t actually entail that much reading. At this point you are only compiling the research, so you will be skimming through numerous prospects rather than reading them completely. Bear in mind that your aim is to get acquainted with the various aspects of your problem. The term paper summarizes the knowledge you gained within a course and requires to familiarize yourself with the research that other people have already made on your topic.

Thinking that your opinions are completely original and unique is quite egocentric, and it can get you into trouble. So, “your” thoughts about the problem are usually just somebody else’s statements that you have rephrased (or even a well-established academic concept!). Remember that your professor will be familiar with all the literature surrounding the issue: if you merely rewrite someone else’s thoughts and present them as your own (even if you don’t realize doing it), be prepared for criticism!

Applying a Structure To Your Term Paper

Term paper structure

Once you have read all the leading authors and their approaches to your problem, it’s time to create a structure for your work. This is not yet an outline; you just need to decide what to write about. Sketch out the topic for the theoretical portion of your work and think about practical aspects and how you can approach the research in the best possible way.

At this point, you really need to call or email your supervisor . Your professor will have seen hundreds of term papers like yours (i.e., they have not yet been written, but a definite idea exists!) and will be prepared to give you feedback and advice. He or she will tell you what literature you have omitted, offer suggestions about what you should read, and give you feedback about your paper. It may well be that your approach has already occurred to somebody else, in which case there is no need to repeat it.

Choosing a Topic: Easy as Riding a Bike?

When you choose your topic, make sure you choose something that you are interested in . That’s our advice if you want a painless term paper. If you prefer to investigate a field that you’ve never really explored before, you can challenge yourself to do that, too. That might be sophisticated, but why not?

If you decide to investigate a topic or a problem that you are pretty familiar with, your writing will be more fluid. You will focus your attention on a specific aspect of the chosen field and expand your knowledge within that scope. On the contrary, choosing an unfamiliar subject matter can wash out your expertise.

Be prepared to change the topic if you find out that your research isn’t going anywhere. It might occur that you presuppose that your topic has a potential but somewhere at the stage of initial research, you find that it just won’t work. It’s always a good idea to consider two or three topics when you kick off the term paper writing – even if they are just different ways of examining the same problem. By doing this, you will be able to choose the best version, which may not be the one you started with at all!

Related Post: 100 Persuasive essay topics

Formulating a Thesis statement

Term paper thesis statement

Writing a proper thesis statement can also be challenging. To begin with, write down a couple of prominent ideas or concepts, then try to make rough drafts of them to see how they’ll work in the structural framework. You will probably find that one idea fits your style, interests, and knowledge base: you can choose that one as your thesis statement.

Remember that the thesis statement is the skeleton, the central concept of your paper. It is the elemental attribute of almost any academic paper – from master’s thesis to a simple five paragraph essay. If you do a thorough job on it, you will find that writing (and defending!) your argument is much easier.

Be aware that all of these stages are parts of a procedure – one leads to another. When writing a term paper, you should collect the material and wrap it up at the same time.

Planning – The Key To Success

Some people claim that they can write a term paper without any planning. In our opinion, this is impossible. If you don’t have a postgraduate degree and you aren’t a certified genius, you need to prepare an outline for your project. It may come as a surprise, but even people who claim otherwise actually prepare outlines – in their heads. But if you don’t have that much experience, use a pencil and your notebook to ensure that you don’t forget anything.

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That’s when we get to preparing your first draft . There’s only one thing to add here: do as many drafts as you need in order to achieve your goal. Understand that your aim is to create an excellent term paper and keep working at it until you are satisfied.

Term Paper Outline: Write Everything In The Proper Section!

Term paper outline

In the Introduction , state the topic that you are going to investigate and the context of your work. This is the critical ‘selling’ moment of your work. In a nutshell, your introduction combined with a conclusion should give a sneak peek into what the whole paper is about. If your introduction is well-prepared, it will be quite complacent about the body of your project. The introduction must include an abstract that presents your thesis statement . You should explain your motivation (why should the reader be concerned about this problem?) , your methods (what scientific tools did you use?) , and the results (what you achieved) .

The Literature Review totally corresponds to its name – it is here to review the literature you compiled. Your professor will double check it to make sure that you understand the context of your argument. One more thing to add is: collect all the information you can! Ideally, you should read or at least glance through every book and author that you can find on the topic. Think of your task as a fascinating journey: if you approach it like that, reading hundreds of pages won’t seem like that much of a challenge.

In the Discussion , you must present the interpretations of the problem. Be honest, explain what you pieces of data you don’t agree with and what ideas and concepts you support. This section connects the dots between theory and practice when writing a term paper. Wherever possible, provide several interpretations of the subject matter, then choose the one(s) that are most relevant to the case you are presenting.

In the Body , focus on those arguments that prove your thesis statement. This section must be absolutely logical. If you have chosen a more complicated topic, use heading and sub-headings to improve the appearance of this section. While writing the body, keep your target audience (your professors) in mind. In other words, don’t just record the obvious causes/effects/solutions but also showcase your own findings – what you have discovered and how that proves your thesis statement. Demonstrate that you are familiar with the details and you will stun your readers with the prolific mastery of the topic.

Now, the Conclusion   is her to summarize both the content and the purpose of the paper. The most challenging part is not to make it too dry. Reiterate your thesis statement and briefly show how your results justified your proposition. At the very end, you can suggest a call to action or pose a rhetorical question or statement that leaves your reader wanting more.

What to do next?

When you have finished, reread your work a couple of times. You will almost certainly find a few faults, whether they are contextual, factual, syntactical, grammatical, or even simple spelling mistakes. A very useful tip is to wait for two or three days after writing your final draft to proofread it afterward. Your brain will have time to process the information, and you’ll be able to look at it with a fresh view.

How to write a good term paper

When proofreading, take care to polish the structural problems. The skeleton (the logic and the thesis statement) should make sense. If they don’t, try to approach the problem from another perspective. The changes may take some time, but bear in mind that your objective is to produce professional work. Be patient!

After that, print the term paper. The human eye processes information differently on the paper than on a computer screen; that’s why you need to print it and take one final look for any possible mistakes. Even if you don’t see any serious defects, pay attention to formatting, punctuation, and synonyms. It’s an academic text, so make it shine!

Term Paper Sample

Be sure to check the sample of a term paper, completed by our writers. Use it as an example to perfect your own writing. Link:  Term Paper Sample: Consumer Buying Behavior .

The Do’s and Don’ts of Term Paper Writing

There you have the most important tips to help you succeed in writing a term paper. Now it’s up to you to stop reading and start writing!

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How to Research a Term Paper

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The term paper researching process

So, you wrote a great college admissions essay and were accepted at the university or college of your dreams. Now, you've been assigned your first term paper, and you don't know where to start!

The research process is an exploratory quest, a hunt for information that can be both exciting and rewarding. The word itself is derived from the French rechercher, which literally means "to investigate thoroughly." So, when embarking on writing a term paper or research paper, think of yourself as a detective. You will not only search for information but also delve into the whys and wherefores behind the subject material, seeking to provide elucidation through your term paper.

Select a topic for your term paper

Let's start at the beginning. The first step in the essay writing process is to decide on a worthy topic, choosing one that is interesting to you. Make a list of keywords—these are important words or phrases that encapsulate the essence of your topic. Good keywords will specifically describe your topic, but consider using closely related words, as well.  Use these keywords when searching print or electronic sources that you can use in your term paper.

Research your term paper topic

General-purpose reference books, such as encyclopedias and fact books, provide comprehensive summaries and suggestions for sub-topics, as well as related terminology. Although these books are not generally considered suitable sources to cite in a term paper, the bibliographies they contain can be very helpful. This initial reading may help you to narrow your interest, stimulate additional questions, and focus your research. We recommend the following general resources, as they are more global in scope:   The Oxford Companion to Politics of the World , CQ Researcher , the Political Handbook of the World, the Index to International Public Opinion, and World Opinion Update . These publications deal with particular topics, give summaries of various governments, or take other specialized approaches, which are generally considered acceptable sources to cite in a term paper.

The next step is to either narrow your topic (so you can deal with the amount of information) or to broaden it so you have enough to write about. You might have to pick a particular sub-topic and make that your area of interest, or combine certain aspects of a topic to create a narrower one. Decide the direction you want the research for your term paper to take. What are the most interesting aspects of the topic, and what do you want to learn? Be careful not to be too general. This term paper researching process will keep you from getting lost or sidetracked when searching for information.

Find suitable sources for your term paper

At this point, decide on the most likely sources of information—books, journal articles, newspapers, online databases, CD-ROM databases, interviews, etc. Dig around in the library and locate sources for your term paper. Use your library's computer access system to find books on your subject. Some topics may be so current that few, if any, books are available. If this is the case, research scholarly journals for up-to-date information and analyses. You should consult journals even for non-contemporary topics, since scholars may have unearthed new information or produced new analyses. You may also find valuable information published in the reports of a government agency, in hearings or reports of a government committee, or in the transcripts of the proceedings of a government body. The United Nations and a number of other international organizations also publish proceedings and reports.

Don't forget that when you locate the sources you want to use for your term paper, you should be trying to find answers to the questions you posed previously. Also, don't forget to make use of the reference librarian, who can help you to locate and use sources efficiently.

Get organized early! Keep track of your sources

It is very helpful to make notes about your sources on index cards or in an Excel spreadsheet . Such notes should include bibliographic information, page numbers for quotations, and source locations. This way, you can easily find the source of an idea, quote, reference, etc. Number these cards so you can link them to your term paper notes: this will make the references section of your report a snap to complete.

Remember—thoroughly peruse all the information you have gathered, making copious notes as you go. This preliminary research should answer basic factual questions, as well as interpretive ones, and should help you to refocus. Give yourself a reasonable amount of time to absorb all the information you've read.

Writing a research or term paper

In our follow-up article about writing a research paper , we explain the next steps in the term paper writing process. The article discusses your thesis statement, body of your paper, and your reference page. If you would like to learn more about essay writing, check out Scribendi's article   12 Ways to Quickly Improve Your Academic Essay Writing Skills .

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  • A Research Guide
  • Writing Guide
  • Assignment Writing

How to Write a Term Paper

  • Purpose of a term paper
  • How to start a term paper
  • Structure and outline

Step-by-step writing guide

Standard term paper format.

  • Term paper examples
  • Writing tips

What is the purpose of a term paper?

How to start a term paper correctly.

  • Choose your topic by focusing on what inspires you unless you are already given a topic.
  • Take time to research and analyze your subject.
  • Start with a term paper outline (see our templates in the next sections).
  • Come up with a strong thesis statement before writing anything for body paragraphs.
  • Provide topic sentences and practical examples.
  • Provide a strong lesson in the conclusion if it suits the subject you write about.
  • Edit and proofread available information for trustworthiness.

Term paper structure and outline

  • Introduction. This is where you talk about the subject and a problem you are researching. It helps to introduce your thesis statement and explain the objectives that have been set.
  • Body Paragraphs. As a rule, in writing college term papers, one must write down several subheadings and headings to divide ideas and arguments into several (at least four) paragraphs. As done below, each body paragraph should contain one idea and a strong topic sentence.
  • Heading 1: History of the argument and background.
  • Heading 2: Extent of the problem that you write about.
  • Heading 3: Effects of the problem and possible causes.
  • Heading 4: Possible solutions and outcomes.
  • Conclusion. The final part should represent a strong summary and a response to your thesis statement.

Step 1: Data collection

Step 2: explaining research relevance, step 3: introducing your subject, step 4: literature review preparation, step 5: offering results and conclusions, step 6: structural term paper evaluation, step 7: check your citations and references.

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Helpful term paper examples

  • Term paper examples that earned an A grade from the University of Delaware
  • Sample term paper offered by the Justus-Liebig Universitat Giessen
  • Purdue Owl Lab Citation Formats Database
  • Simon Fraser University Sample Term Paper

Term paper writing tips

  • Choose a topic that inspires you if you have an opportunity. If you have been given an already existing prompt to write, research your subject online and ask about the use of course materials. It will help you to narrow things down and already have source materials for referencing purposes.
  • If you can choose a subject to write a final paper for your course, think about something you can support with statistical data and some practical evidence.
  • Most importantly, keep your term paper relevant to the main objectives of your study course.
  • Keep your tone reflective and natural as you write.
  • Double-check your grading rubric regarding limitations and obligatory requirements that must be met.
  • Always proofread your term paper aloud!
  • If you have an opportunity, consider editing your term paper with the help of a friend or a fellow college student.

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How to Write a Term Paper 101: A Tutorial to Takeover

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As the end of the semester draws closer, many students are losing their sleep over the thought of writing a term paper. But you’re worrying pointlessly because  PaperPerk  has brought expert help to your doorstep! 

Our comprehensive guide on how to write a term paper is sure to help you with every step. So read this article thoroughly because we cover everything from definition to steps on composition and templates with examples.

Table of Contents

What Is a Term Paper?

A term paper is a written project required at the end of a semester. It is designed to evaluate a student’s knowledge and understanding of a particular subject. Typically, it takes the form of a discussion or analysis of an assigned topic. 

But it can also resemble a scientific report,  reflective essay , or even a research paper. As an essential component of a student’s academic journey, a term paper is characterized by its in-depth exploration of a specific subject matter.

Key Characteristics

One of the key features of a term paper is that it requires a significant amount of research , as it aims to provide a comprehensive understanding of the topic. This research-intensive nature of the term paper sets it apart from other academic assignments. 

Additionally, term papers demand technical writing skills, as they need to be well-organized, structured, and adhere to specific formatting requirements. A high-quality term paper should be well-written, thoroughly researched, and analytical. 

It should demonstrate critical thinking and provide valuable insights into the subject matter. With an Impactful term paper, a student showcases their ability to synthesize and analyze information, ultimately contributing to their overall academic success.

How to Write a Term Paper: A Comprehensive Guide

The biggest step in learning how to write a term paper is to understand the importance of creating a term paper outline. This  research paper outline  is the beacon that will guide through your writing process. The following part of this post contains steps on composing an outline and its component. 

How to Write a Term Paper: Outlining a Term Paper

Below are the essential components of an outline. Once you gather your information, you’ll incorporate it within these compartments to avoid creating a chaotic cluster of random data. 

Introduction

Let’s look at these a bit more closely and understand how to use these elements in the best way. 

Also known as the  title page , the cover page of a term paper is the first impression of the paper. It provides all the necessary information about the paper along with a neat and professional look. It should include the following information:

  • Title of the paper
  • Course name and code
  • Instructor’s name
  • Date of submission

Steps to compose a cover page:

  • Centrally align the title of your paper in the middle of the page.
  • Add your name, course name, and number below the title.
  • Include your instructor’s name and the date of submission at the bottom.

You might be required to add more than these common elements if your professor asks you to. Many students additionally write the name of the university, department or other relevant details. 

The abstract is a brief summary of your term paper, usually between 150-250 words. It should highlight the main points, including the research question, methods, results, and conclusions. 

Using an  abstract  optimally allows readers to quickly grasp the main points and significance of your term paper. The abstract is usually placed at the beginning of the paper, right after the cover page. 

Steps to compose an abstract:

  • Write a concise summary of your paper’s purpose and research question.
  • Briefly describe the methods used in your research.
  • Summarize the main findings or results.
  • Conclude with a brief statement of your paper’s implications or significance.

Ensure that all the information you incorporate within your abstract accurately reflects the content and findings within your paper. Double-check that there is consistency between the abstract and the main body of the paper in terms of the research objectives, methodology, and conclusions. 

The  introduction  sets the stage for your term paper. It provides background information, states the research question, depicts the purpose of the study and explains the paper’s significance. 

Steps to compose an introduction:

  • Begin with a hook to capture the reader’s attention.
  • Provide background information on your topic.
  • Clearly state your research question.
  • Explain the significance of your research and its contribution to the field.

The body of your term paper is where you present your arguments , evidence, and analysis. It should be organized into sections or subheadings, each focusing on a specific aspect of your research.

Steps to compose the body:

  • Organize your content into logical sections or subheadings.
  • Present your arguments and support them with evidence from your research.
  • Analyze the evidence and explain its relevance to your research question.
  • Use appropriate citations to acknowledge the sources of your information.

The results section presents the outcomes and the findings of your research study. It should be clear, concise, and focused on the data collected during your study.

Steps to compose the results section:

  • Summarize the data collected during your research.
  • Use tables, charts, or graphs to visually represent your findings.
  • Describe any patterns, trends, or relationships observed in the data.
  • Ensure that your results are relevant to your research question.
  • Avoid repetition of any information. 

The  discussion section  interprets the results of your term paper and explains their implications. It should also address any limitations of your research and suggest areas for future study.

Steps to compose the discussion section:

  • Interpret your results and explain their significance.
  • Discuss any limitations or weaknesses in your research.
  • Compare your findings to previous studies and explain any differences.
  • Suggest areas for future research based on your findings.

The  conclusion  brings your term paper to a close by summarizing the main points. This final section of your paper also restates the significance of your research.

Steps to compose a conclusion:

  • Restate your research question and summarize the main points of your paper.
  • Emphasize the significance of your research and its contribution to the field.
  • Offer recommendations or suggestions for future research.
  • End with a strong closing statement that leaves a lasting impression on the reader.

By following this comprehensive guide, you can write a well-structured and impactful term paper that demonstrates your understanding of the subject and contributes valuable insights to the field.

How to Write a Term Paper Proposal: A Tutorial

A term paper proposal serves as a blueprint for your research. It helps in organizing your thoughts and ideas. Lets focus on the essential features of a term paper proposal and understand steps on how to compose each part.

Essential Features of a Term Paper Proposal

Relevance and importance.

The title of your term paper proposal should attract your readers and provide them with a clear idea of your work. It should be clear, concise, and accurately reflect the subject of your research.

Steps to compose a title:

  • Identify the main topic or theme of your research.
  • Choose relevant keywords that represent the key concepts of your research.
  • Combine these keywords to create a clear and informative title.
  • Ensure that your  title  is not too long or overly complex.
  • Consider your audience’s ability to understand your title.

The objectives section outlines the specific goals of your research. These goals should be clear, measurable, and achievable within the scope of your term paper.

Steps to compose objectives:

  • Begin by stating the general purpose of your research.
  • Break down this purpose into specific, measurable objectives.
  • Ensure that your objectives are achievable within the timeframe and resources available for your term paper.
  • Keep your objectives focused and relevant to your research question.

The relevance and importance section demonstrates the significance of your research within the context of your field of study. It should explain why your research is necessary and how it contributes to the existing body of knowledge.

Steps to compose the relevance and importance section:

  • Explain the context of your research by providing background information on the topic.
  • Identify gaps or limitations in the existing literature that your research aims to address.
  • Explain how your research contributes to the field by offering new insights or perspectives.
  • Emphasize the potential impact of your research on the broader academic community or society as a whole.

Putting It All Together: Writing a Term Paper Proposal

Now that you clearly understand the essential features of a term paper  proposal , it’s time to put it all together. Follow these steps to create a well-structured and compelling proposal:

  • Begin by writing a clear and concise title that accurately reflects the subject of your research.
  • Compose a brief introduction that overviews your research topic and its significance. This introduction should also include a clear statement of your research question.
  • Outline the specific objectives of your research, ensuring that they are clear, measurable, and achievable within the scope of your term paper.
  • Explain the relevance and importance of your research by demonstrating its significance within your field of study. Highlight the gaps or limitations in the existing literature that your research aims to address.
  • Provide a brief overview of your research methodology, including the methods you plan to use for data collection and analysis.
  • Include a tentative timeline for your research, outlining the milestones and deadlines for each project stage.
  • Conclude your proposal with a summary of the main points and a restatement of the significance of your research.

By following these comprehensive steps, you can create a well-structured and persuasive term paper proposal that demonstrates the importance of your research and sets the stage for a successful term paper.

How to Write a Term Paper: Formatting

A term paper format refers to the set of rules and standards that dictate the structure and presentation of a term paper. Formatting is essential to learn how to write a term paper as it ensures consistency, enhances readability, and maintains a professional appearance. 

A proper structure allows readers to concentrate on the content rather than the presentation. Several formatting styles are used in term papers, with the American Psychological Association (APA) style and the Modern Language Association (MLA) style being the most common.

Using APA Style in a Term Paper:

  • Choose a standard font, such as 11-point Calibri, 11-point Arial, or 12-point Times New Roman.
  • Apply double-spacing throughout the paper, including the abstract, main text, quotes, tables, figures, and references.
  • Create a title page containing the paper’s title, author’s name, affiliated institution, and a running head.
  • Organize the content using headings that adhere to  APA guidelines for different heading levels.
  • Incorporate the author-date citation method for in-text citations and format the reference list according to APA guidelines.

Using MLA Style in a Term Paper:

  • Opt for a standard font, such as 12-point Times New Roman.
  • Double-space the entire paper, including the main text, quotes, and the Works Cited page.
  • Include a header with the last name of the author and page number on the top right corner of all pages.
  • Use parenthetical citations within the text and format according to  MLA guidelines .
  • Follow MLA guidelines for formatting headings and subheadings, if applicable.

Adhering to the appropriate style guide when formatting term papers is crucial for maintaining academic integrity and ensuring that your work is easily comprehended and properly cited.

Choosing the Perfect Term Paper Topics

Writing a term paper can be a daunting task, but choosing the right term paper topics can make all the difference. In this part, we will provide you with some useful tips and tricks to make the process as smooth as possible.

The Starting Point

In most cases, students are assigned term papers by their professors. These topics are related to course outline to assess pupil’s understanding of the course material. As well as their ability to think critically and conduct research on a specific subject. 

Other times, teachers provide students a chance to choose a topic of their liking. But before you go on and pick a topic for your term paper, put the following concerns at the forefront. 

  • The course objective 
  • Your own interest. 

The Course Objective

Your term paper is essentially assigned to assess your command on the subject. Prioritize your course outline or objective before picking your  research paper topics . This will ensure that your paper is relevant and reflects what you have learnt so far about the subject. 

Your Interests

Your personal interests play a significant role in the success of your term paper. When you choose a topic that genuinely interests you, you are more likely to engage in  writing a research paper . This enthusiasm will not only make the writing process more enjoyable but also result in a higher quality term paper. 

Before picking a specific topic, make sure to conduct thorough research and align your personal liking to your course objective. The following tips on how to pick the perfect term paper topic will assist you in acing your grade.

Tips for Choosing the Perfect Term Paper Topic

While picking a topic for yourself, be mindful of certain things:

Adjusting Topic Length

Consider if the topic would adjust your required length for a term paper. Suppose you’re to write a  10-page research paper , what kind of topic would adjust within those 10 pages? Registering the narrowness or broadness of the topic can help.

Authentic Resources

The second thing you need to consider is the resources of your information. Check if the source you’re working with is authentic. Reliable  sources for a research paper  include academic journals, books, think tanks, and reputable websites.

Complexity of the Subject

To ensure the clarity of your topic, consider its complexity. It is important that the chosen subject can be effectively presented to your audience. Additionally, ensure that you have a solid understanding of the subject matter yourself.

By considering the length, resources, and complexity of your chosen topic, you can ensure that your term paper is engaging, informative, and well-researched. So, take the time to select the perfect topic and get ready to ace your term paper!

How to Write a Term Paper: A Template With Example

This template also contains examples that are highlighted in a different color. 

Title Page 

Abstract .

  • Remember to never exceed the abstract more than 250 words.

1.1 Background

1.2 problem statement, 1.3 objectives, 2. literature review, 3. methodology, 5. discussion, 6. conclusion, 7. references.

  • The references section uses the appropriate citation style (e.g., APA, MLA, Chicago).

8. Appendices

  • If necessary, this section includes additional material such as raw data, survey questionnaires, interview transcripts, or any other supplementary information that supports the research.

This guide on how to write a term paper must have been helpful to you. But we understand that wrapping your head around something so detailed can be difficult when you’re stressed out. And most students are stressed out by the end of the semester due to multiple deadlines.  That’s why we have brought you our  term paper writing service  so you can relax and focus more on your upcoming exams. Our experts are dedicated to helping students excel academically with quality content and on-time submission. Check us out today and bid goodbye to academic worries!

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Term papers versus research papers and how to write them, rachel r.n..

  • November 30, 2023
  • How to Guides

College and university students often have to do writing assignments that involve a lot of research, planning, and writing. While many students know about research papers, only a few really understand what a term paper is and how to write one.

If you’re confused about the differences or wondering if there’s any distinction between the two, you’re not alone. Many students can’t tell a research paper apart from a term paper and end up not doing as well as they could.

In this short guide about term papers versus research papers, we’ll break down the differences and similarities of these common assignments in college and university. This will help clear up any confusion and get you ready for the work ahead.

Why is it important to know the difference between a research paper and a term paper?

Well, first things first, these two papers serve different purposes and have different structures. When you compare an essay to a research paper, you’ll notice that an essay is simpler. It usually involves discussing a specific problem based on personal observations.

On the other hand, a research paper is a more serious task. It requires a thorough analysis of a topic from various perspectives, and the writer needs to study credible and relevant sources.

Now, once you grasp the essential difference between an essay and a research paper, let’s look at how to understand the distinction between a term paper and a research paper. Knowing the nature of these papers is crucial for figuring out how to organize your writing and meet your professor’s requirements.

Now that we have a solid overview, let’s explore the nuances of term papers and research papers in more detail.

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What You'll Learn

What is a Term Paper?

A term paper is an important academic writing assignment that students undertake at the end of an academic term . It involves extensive research and analysis of a particular subject, demonstrating a student’s knowledge and understanding of the course material. Term papers can take various forms, such as reports, essays, or reviews, but they all require adherence to high academic standards.

Unlike research papers, term papers may not always require a thesis statement. Instead, they focus on summarizing and synthesizing the concepts and information learned throughout the term. Term papers provide an opportunity for students to showcase their comprehension of the course material and their ability to apply critical thinking skills to analyze and discuss the topics covered.

Completing a term paper successfully requires thorough research, organization, and clear writing. It is important to gather relevant sources, cite them properly, and present the findings in a coherent manner. Term papers are typically assigned towards the end of the term, giving students enough time to delve into the subject matter and produce a well-researched and well-structured paper.

What is a Research Paper?

A research paper is an academic document that involves the systematic investigation of a specific research topic . It requires comprehensive research, data analysis, and the formation of meaningful conclusions. Research papers can include primary research through experiments, surveys, or interviews, or rely on secondary sources such as books, scholarly articles, or online databases.

Research papers are typically longer and more in-depth than term papers, and they often require a thesis statement to guide the research process. The structure and format of a research paper can vary based on the discipline and the specific requirements set by the instructor or academic institution. However, research papers generally include sections such as an introduction, literature review, methodology, results, discussion, and conclusion .

When writing a research paper, it is important to choose a specific research topic that aligns with your academic interests and goals. Conducting thorough research and critically analyzing the collected data are crucial steps in the research process. The findings and conclusions drawn from the research should contribute to the existing knowledge within the field and provide valuable insights for further study

Related blog article: A Comprehensive Guide to Writing a Nursing Research Paper

Key Characteristics of a Research Paper:

  • Systematic investigation of a specific research topic
  • Comprehensive research and data analysis
  • Inclusion of primary or secondary sources
  • Potentially longer and more in-depth than term papers
  • Structured with sections such as introduction, literature review, methodology, results, discussion, and conclusion
  • Contribution to existing knowledge within the field

By understanding the purpose and characteristics of research papers, students can effectively conduct research, analyze data, and contribute to their chosen academic field.

Key Differences Between Term Papers and Research Papers

When it comes to academic assignments, term papers and research papers are often mentioned interchangeably. However, there are distinct differences between the two in terms of purpose , approach , topic selection , level of research , references and sources , paper length , structure and organization , and time of assignment .

A term paper aims to summarize course material and evaluate a student’s understanding of the topics studied. On the other hand, a research paper requires original research and analysis of a specific topic to contribute to existing knowledge within a field.

Approach and Topic Selection

Term papers tend to have a more general approach, focusing on summarizing the material learned throughout a semester, while research papers require a more specific and in-depth analysis of a chosen topic. Term papers are often assigned by professors, while research papers allow students to select their own topics.

Level of Research

Term papers mostly rely on secondary sources, such as textbooks and scholarly articles, to support arguments and provide evidence. In contrast, research papers require more extensive research , often relying on a combination of primary sources and secondary sources.

References and Sources

Term papers typically use a limited number of sources for referencing, while research papers require a comprehensive list of sources and citations. Research papers also commonly include a literature review section to provide a context for the research topic.

Paper Length and Structure

Term papers are generally shorter in length compared to research papers. They usually follow a traditional essay structure with an introduction, body paragraphs, and a conclusion. Research papers, on the other hand, can be more extensive and often include additional sections such as an abstract, literature review, methodology, results, and discussion.

Time of Assignment

Term papers are often assigned at the end of a semester, serving as a comprehensive assessment of what students have learned. Research papers, however, can be assigned at any point during an academic term, depending on the course requirements and objectives.

Understanding these key differences is crucial for students to meet the specific requirements of term papers and research papers. It allows them to approach the assignments with the appropriate level of research , structure their papers effectively, and deliver a successful academic output.

The Purpose of Term Papers

Term papers serve a specific purpose in academia, as they are designed to summarize the course material learned during a semester and evaluate a student’s knowledge and understanding of the topics studied. They are a way for students to demonstrate their comprehension of the subject matter through written analysis and arguments. Term papers play a crucial role in assessing what students have learned and serve as a culmination and reflection of the knowledge acquired throughout the term.

When writing a term paper, the primary goal is to summarize the course material accurately. This requires a thorough understanding of the topics covered, as well as the ability to condense and synthesize the information into a coherent and concise written document. Term papers allow students to showcase their ability to analyze, evaluate, and draw connections between different concepts discussed in class.

Furthermore, term papers also serve as an opportunity for students to express their own thoughts and insights on the subject matter. While summarizing the course material is essential, term papers also provide an avenue for students to critically engage with the content, offering their own perspectives, interpretations, and arguments based on their understanding of the material.

Key Components of a Term Paper

When writing a term paper, there are key components that should be included to effectively fulfill its purpose. These components include:

  • A clear introduction that provides an overview of the topic and sets the context for the paper.
  • A well-structured body that presents and analyzes the course material, drawing connections between different concepts.
  • Evidence-based arguments that support the student’s understanding and interpretation of the material.
  • Proper citation and referencing of sources used to avoid plagiarism.
  • A conclusion that summarizes the main points and demonstrates the student’s mastery of the course material.

Benefits of Writing Term Papers

While writing term papers may seem like a daunting task, they offer several benefits to students. Firstly, term papers provide an opportunity for students to develop and enhance their research, analysis, and writing skills. By engaging in extensive research and synthesizing information, students strengthen their ability to critically evaluate sources and draw meaningful conclusions.

In addition, term papers also foster independent thinking and intellectual growth. They allow students to explore topics of interest in greater depth, encouraging curiosity and a deeper understanding of the subject matter. Term papers also cultivate effective communication skills, as students must articulate their ideas clearly and persuasively through written expression.

Overall, the purpose of term papers is to challenge students to engage with the course material, apply critical thinking skills, and effectively communicate their understanding. Through this process, students develop essential academic skills and gain a deeper appreciation for the subject matter.

The Purpose of Research Papers

Research papers serve a distinct purpose in academia: to conduct original research and analyze a specific topic. Through in-depth investigation and critical analysis, researchers aim to contribute to the existing body of knowledge within a given field. By delving into their chosen subject matter, researchers generate new insights, ideas, and arguments that can shape and advance their field of study.

Unlike term papers, which focus on summarizing course material , research papers require researchers to embark on their own intellectual journey. They formulate research questions, gather relevant data, and analyze findings to draw meaningful conclusions. This process often involves reviewing existing literature, designing and conducting experiments, or studying real-world phenomena. By engaging in original research, researchers contribute valuable knowledge that expands the understanding of their chosen topic and fosters academic growth.

The analysis and interpretation of research findings are essential components of a research paper. Researchers critically evaluate their data, draw connections between different pieces of information, and explore the implications of their findings. This rigorous examination allows for the development of new theories, the validation of existing hypotheses, and the exploration of alternative perspectives. Through their work, researchers contribute to the ongoing dialogue in their field and inspire future studies and discoveries.

Research papers provide a platform for researchers to share their discoveries, insights, and theories. Through the analysis and interpretation of original research findings, researchers contribute valuable knowledge to their field and advance the collective understanding of a specific topic.

Tips for Writing Term Papers and Research Papers

Writing term papers and research papers can be challenging tasks, but with the right approach and techniques, you can successfully complete these academic assignments. Here are some tips to help you write your term papers and research papers effectively:

1. Develop a clear outline:

Before you start writing your paper, it’s essential to create a well-structured outline. This will serve as a roadmap for your writing and help you organize your thoughts and arguments. Your outline should include the main sections and subheadings that you plan to cover in your paper.

2. Conduct thorough research:

Both term papers and research papers require extensive research to support your arguments and provide evidence. Make sure to gather relevant sources from reputable academic journals, books, and credible websites. Take detailed notes and keep track of your sources for proper citation.

3. Analyze and synthesize your findings:

Once you have gathered all the necessary research materials, analyze and synthesize the information. Identify key findings, arguments, and supporting evidence. Look for patterns and connections between different sources to develop a comprehensive understanding of your topic.

4. Follow proper structure and organization:

Ensure that your paper follows the appropriate structure and organization . Use clear and concise paragraphs to present your ideas and provide smooth transitions between different sections. Introduction, body paragraphs, and conclusion should be well-defined and logically connected.

Remember to cite all your sources properly to avoid plagiarism and maintain academic integrity. By following these tips, you can improve your writing skills and produce high-quality term papers and research papers.

What is the difference between term papers and research papers?

Term papers focus on summarizing course material and evaluating a student’s understanding, while research papers require original research and analysis of a specific topic.

What is a term paper?

A term paper is an assignment completed by college students at the  end of an academic term . It involves extensive research and focuses on a particular subject.

What is a research paper?

A research paper is an  academic document  that involves the  systematic investigation  of a specific research topic. It requires comprehensive research, data analysis, and the formation of meaningful conclusions.

What are the key differences between term papers and research papers?

Term papers are more general in approach and summarize course material, while research papers require more specific research and analysis. Term papers are often assigned at the end of a semester, while research papers can be assigned at any point. Term papers typically use secondary sources, while research papers require original research and often rely on primary sources. Additionally, the structure and organization of term papers and research papers can differ.

What is the purpose of a term paper?

The purpose of a term paper is to summarize the course material learned during the semester and evaluate a student’s knowledge and understanding of the topics studied.

What is the purpose of a research paper?

The purpose of a research paper is to conduct original research and analyze a specific topic. Research papers aim to contribute to the existing knowledge within a given field by conducting thorough research, analyzing data, and drawing meaningful conclusions.

What are some tips for writing term papers and research papers?

Some tips for  writing term papers  and research papers include developing an outline, conducting in-depth research, gathering and analyzing relevant sources, developing a thesis statement (if required), ensuring proper structure and organization, and citing all sources properly to avoid plagiarism.

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Global Studies

  • Humanities Perspectives
  • Social Sciences Perspectives
  • General Library Information
  • Term Papers and Senior Theses
  • Study Abroad

The Research Process

  • General Research Tips
  • How do I choose a Topic?
  • How do I focus my Topic?
  • Language and Usage Guides
  • Citation Style Guide
  • Start your research early. 
  • Make sure your professor approves your topic!
  • Read actively and critically.
  • Write as you go. 
  • Think about your sources and evaluate them thoroughly.  Peer-reviewed sources are generally more reliable.

Resources to Help

  • Ask a librarian  will connect you with a library to help you navigate collections
  • NYU's Writing Center  will help any NYU student can get help with writing

Document your sources carefully.  

  • RefWorks , a citation management software program, can save you time and effort! It is available for free for NYU students.
  • The Library also provides the premium version of  EasyBib.

""

The time has come. You can’t avoid it any longer. You are going to have to write a paper. How do you get from this realization to the finished product?

First, unless your instructor assigns a specific topic, you’ll need to think of one. This is often the toughest—and the most crucial—part of the process. Fortunately, the library can help!  By following this series of steps, you can figure out your topic and be handing in that paper before you know it.

Click the links for details on each step:

  • Right from the start of any class, you should always be asking yourself: What's starting to be really interesting to me? What do I find myself caring about? For example, you're taking an American history course, and when the class gets to the section on the 1960s Civil Rights Movement, something clicks. You're suddenly paying extra attention, thinking of lots of questions, and wanting to read and know more. This is the kind of topic you should choose for your research.
  • The Civil Rights Movement is an enormous subject, and your topic will be impossible to research if it is either too broad or too narrow. Once you’ve decided on a broad topic like the Civil Rights Movement, ask yourself: What it is it about this broad topic that interests me? Maybe you’re interested in the Civil Rights Movement’s music, in which case you might ask: How did music help to shape the actions of the 1960s Civil Rights Movement?
  • Now that you’ve asked the question, it’s time to think of some keywords that might relate to it. This will help you seek information sources about your topic. Initially, the keywords will probably be obvious. Just from the question itself, we can come up with:
  • Civil Rights Movement; music; 1960s
  • We can also think of some possibly related terms. For instance, many of the songs were likely to have African American influences, with Christian or gospel roots. So we could say that some more keywords might be:
  • Christian (or Christianity); gospel music; African American
  • Reference materials—that is, encyclopedias, dictionaries & handbooks —can be a big help at this point. These sources can quickly summarize the research in a given area and direct you to further reading. There are reference works on hundreds, even thousands, of highly specified topics. See what reference works have been written in the subjects you’ve identified as your keywords, and pretty soon you’ll have started to refine your research topic—gaining insights about some finer points, finding some new keywords, learning specific questions to ask.
  • Now that you have some basic knowledge about the topic under your belt, you can start to look for even more information, such as books and scholarly articles. Now, you need to ask: What scholars might have produced material on this topic? In our case, this might be: • historians of the 1960s, or of the Civil Rights Movement • musicologists • Africana Studies or American Studies scholars. Now you know where to look for information—you look in the places where the above scholars’ works might be found. Use the keywords you’ve generated to create searches in catalogs and databases.
  • Explore ideas for potential topics.
  • Ask a specific question about the topic you've chosen.
  • Make lists of keywords relating to your topic.
  • Use reference sources to help you refine your topic.
  • Determine what kinds of scholars and experts would be interested in your topic .
  • Based on the evidence you've collected, answer your research question with a clear statement.
  • Try to think of other ways of saying your keywords. You probably already know more than you think!
  • Talk to people – friends, family, professors, and librarians. What words do they use?
  • Use general internet searches academically – Google and Wikipedia can help you figure out the keywords and concepts for your topic. These are where you start your research, not where you want to end up!
  • Be creative – Imagine the perfect article for your topic. What might it be called?
  • Use the tools within databases to help you. Most databases offer “suggested searches,” links for “subject headings,” and other tools that  help you think about your topic in new ways.
  • Think like a journalist. Ask yourself:  Who? What? Where? When? and Why? The answers can help you figure out what aspects of a topic are most interesting to you.

""

When you are writing a paper or doing research on a topic, you must cite your sources.  This guide will show you how.  

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How to Write a Research Paper 

How to Write a Research Paper 

  • Smodin Editorial Team
  • Updated: May 17, 2024

Most students hate writing research papers. The process can often feel long, tedious, and sometimes outright boring. Nevertheless, these assignments are vital to a student’s academic journey. Want to learn how to write a research paper that captures the depth of the subject and maintains the reader’s interest? If so, this guide is for you.

Today, we’ll show you how to assemble a well-organized research paper to help you make the grade. You can transform any topic into a compelling research paper with a thoughtful approach to your research and a persuasive argument.

In this guide, we’ll provide seven simple but practical tips to help demystify the process and guide you on your way. We’ll also explain how AI tools can expedite the research and writing process so you can focus on critical thinking.

By the end of this article, you’ll have a clear roadmap for tackling these essays. You will also learn how to tackle them quickly and efficiently. With time and dedication, you’ll soon master the art of research paper writing.

Ready to get started?

What Is a Research Paper?

A research paper is a comprehensive essay that gives a detailed analysis, interpretation, or argument based on your own independent research. In higher-level academic settings, it goes beyond a simple summarization and includes a deep inquiry into the topic or topics.

The term “research paper” is a broad term that can be applied to many different forms of academic writing. The goal is to combine your thoughts with the findings from peer-reviewed scholarly literature.

By the time your essay is done, you should have provided your reader with a new perspective or challenged existing findings. This demonstrates your mastery of the subject and contributes to ongoing scholarly debates.

7 Tips for Writing a Research Paper

Often, getting started is the most challenging part of a research paper. While the process can seem daunting, breaking it down into manageable steps can make it easier to manage. The following are seven tips for getting your ideas out of your head and onto the page.

1. Understand Your Assignment

It may sound simple, but the first step in writing a successful research paper is to read the assignment. Sit down, take a few moments of your time, and go through the instructions so you fully understand your assignment.

Misinterpreting the assignment can not only lead to a significant waste of time but also affect your grade. No matter how patient your teacher or professor may be, ignoring basic instructions is often inexcusable.

If you read the instructions and are still confused, ask for clarification before you start writing. If that’s impossible, you can use tools like Smodin’s AI chat to help. Smodin can help highlight critical requirements that you may overlook.

This initial investment ensures that all your future efforts will be focused and efficient. Remember, thinking is just as important as actually writing the essay, and it can also pave the wave for a smoother writing process.

2. Gather Research Materials

Now comes the fun part: doing the research. As you gather research materials, always use credible sources, such as academic journals or peer-reviewed papers. Only use search engines that filter for accredited sources and academic databases so you can ensure your information is reliable.

To optimize your time, you must learn to master the art of skimming. If a source seems relevant and valuable, save it and review it later. The last thing you want to do is waste time on material that won’t make it into the final paper.

To speed up the process even more, consider using Smodin’s AI summarizer . This tool can help summarize large texts, highlighting key information relevant to your topic. By systematically gathering and filing research materials early in the writing process, you build a strong foundation for your thesis.

3. Write Your Thesis

Creating a solid thesis statement is the most important thing you can do to bring structure and focus to your research paper. Your thesis should express the main point of your argument in one or two simple sentences. Remember, when you create your thesis, you’re setting the tone and direction for the entire paper.

Of course, you can’t just pull a winning thesis out of thin air. Start by brainstorming potential thesis ideas based on your preliminary research. And don’t overthink things; sometimes, the most straightforward ideas are often the best.

You want a thesis that is specific enough to be manageable within the scope of your paper but broad enough to allow for a unique discussion. Your thesis should challenge existing expectations and provide the reader with fresh insight into the topic. Use your thesis to hook the reader in the opening paragraph and keep them engaged until the very last word.

4. Write Your Outline

An outline is an often overlooked but essential tool for organizing your thoughts and structuring your paper. Many students skip the outline because it feels like doing double work, but a strong outline will save you work in the long run.

Here’s how to effectively structure your outline.

  • Introduction: List your thesis statement and outline the main questions your essay will answer.
  • Literature Review: Outline the key literature you plan to discuss and explain how it will relate to your thesis.
  • Methodology: Explain the research methods you will use to gather and analyze the information.
  • Discussion: Plan how you will interpret the results and their implications for your thesis.
  • Conclusion: Summarize the content above to elucidate your thesis fully.

To further streamline this process, consider using Smodin’s Research Writer. This tool offers a feature that allows you to generate and tweak an outline to your liking based on the initial input you provide. You can adjust this outline to fit your research findings better and ensure that your paper remains well-organized and focused.

5. Write a Rough Draft

Once your outline is in place, you can begin the writing process. Remember, when you write a rough draft, it isn’t meant to be perfect. Instead, use it as a working document where you can experiment with and rearrange your arguments and evidence.

Don’t worry too much about grammar, style, or syntax as you write your rough draft. Focus on getting your ideas down on paper and flush out your thesis arguments. You can always refine and rearrange the content the next time around.

Follow the basic structure of your outline but with the freedom to explore different ways of expressing your thoughts. Smodin’s Essay Writer offers a powerful solution for those struggling with starting or structuring their drafts.

After you approve the outline, Smodin can generate an essay based on your initial inputs. This feature can help you quickly create a comprehensive draft, which you can then review and refine. You can even use the power of AI to create multiple rough drafts from which to choose.

6. Add or Subtract Supporting Evidence

Once you have a rough draft, but before you start the final revision, it’s time to do a little cleanup. In this phase, you need to review all your supporting evidence. You want to ensure that there is nothing redundant and that you haven’t overlooked any crucial details.

Many students struggle to make the required word count for an essay and resort to padding their writing with redundant statements. Instead of adding unnecessary content, focus on expanding your analysis to provide deeper insights.

A good essay, regardless of the topic or format, needs to be streamlined. It should convey clear, convincing, relevant information supporting your thesis. If you find some information doesn’t do that, consider tweaking your sources.

Include a variety of sources, including studies, data, and quotes from scholars or other experts. Remember, you’re not just strengthening your argument but demonstrating the depth of your research.

If you want comprehensive feedback on your essay without going to a writing center or pestering your professor, use Smodin. The AI Chat can look at your draft and offer suggestions for improvement.

7. Revise, Cite, and Submit

The final stages of crafting a research paper involve revision, citation, and final review. You must ensure your paper is polished, professionally presented, and plagiarism-free. Of course, integrating Smodin’s AI tools can significantly streamline this process and enhance the quality of your final submission.

Start by using Smodin’s Rewriter tool. This AI-powered feature can help rephrase and refine your draft to improve overall readability. If a specific section of your essay just “doesn’t sound right,” the AI can suggest alternative sentence structures and word choices.

Proper citation is a must for all academic papers. Thankfully, thanks to Smodin’s Research Paper app, this once tedious process is easier than ever. The AI ensures all sources are accurately cited according to the required style guide (APA, MLA, Chicago, etc.).

Plagiarism Checker:

All students need to realize that accidental plagiarism can happen. That’s why using a Plagiarism Checker to scan your essay before you submit it is always useful. Smodin’s Plagiarism Checker can highlight areas of concern so you can adjust accordingly.

Final Submission

After revising, rephrasing, and ensuring all citations are in order, use Smodin’s AI Content Detector to give your paper one last review. This tool can help you analyze your paper’s overall quality and readability so you can make any final tweaks or improvements.

Mastering Research Papers

Mastering the art of the research paper cannot be overstated, whether you’re in high school, college, or postgraduate studies. You can confidently prepare your research paper for submission by leveraging the AI tools listed above.

Research papers help refine your abilities to think critically and write persuasively. The skills you develop here will serve you well beyond the walls of the classroom. Communicating complex ideas clearly and effectively is one of the most powerful tools you can possess.

With the advancements of AI tools like Smodin , writing a research paper has become more accessible than ever before. These technologies streamline the process of organizing, writing, and revising your work. Write with confidence, knowing your best work is yet to come!

  • USC Libraries
  • Research Guides

Organizing Your Social Sciences Research Paper

Glossary of research terms.

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

This glossary is intended to assist you in understanding commonly used terms and concepts when reading, interpreting, and evaluating scholarly research. Also included are common words and phrases defined within the context of how they apply to research in the social and behavioral sciences.

  • Acculturation -- refers to the process of adapting to another culture, particularly in reference to blending in with the majority population [e.g., an immigrant adopting American customs]. However, acculturation also implies that both cultures add something to one another, but still remain distinct groups unto themselves.
  • Accuracy -- a term used in survey research to refer to the match between the target population and the sample.
  • Affective Measures -- procedures or devices used to obtain quantified descriptions of an individual's feelings, emotional states, or dispositions.
  • Aggregate -- a total created from smaller units. For instance, the population of a county is an aggregate of the populations of the cities, rural areas, etc. that comprise the county. As a verb, it refers to total data from smaller units into a large unit.
  • Anonymity -- a research condition in which no one, including the researcher, knows the identities of research participants.
  • Baseline -- a control measurement carried out before an experimental treatment.
  • Behaviorism -- school of psychological thought concerned with the observable, tangible, objective facts of behavior, rather than with subjective phenomena such as thoughts, emotions, or impulses. Contemporary behaviorism also emphasizes the study of mental states such as feelings and fantasies to the extent that they can be directly observed and measured.
  • Beliefs -- ideas, doctrines, tenets, etc. that are accepted as true on grounds which are not immediately susceptible to rigorous proof.
  • Benchmarking -- systematically measuring and comparing the operations and outcomes of organizations, systems, processes, etc., against agreed upon "best-in-class" frames of reference.
  • Bias -- a loss of balance and accuracy in the use of research methods. It can appear in research via the sampling frame, random sampling, or non-response. It can also occur at other stages in research, such as while interviewing, in the design of questions, or in the way data are analyzed and presented. Bias means that the research findings will not be representative of, or generalizable to, a wider population.
  • Case Study -- the collection and presentation of detailed information about a particular participant or small group, frequently including data derived from the subjects themselves.
  • Causal Hypothesis -- a statement hypothesizing that the independent variable affects the dependent variable in some way.
  • Causal Relationship -- the relationship established that shows that an independent variable, and nothing else, causes a change in a dependent variable. It also establishes how much of a change is shown in the dependent variable.
  • Causality -- the relation between cause and effect.
  • Central Tendency -- any way of describing or characterizing typical, average, or common values in some distribution.
  • Chi-square Analysis -- a common non-parametric statistical test which compares an expected proportion or ratio to an actual proportion or ratio.
  • Claim -- a statement, similar to a hypothesis, which is made in response to the research question and that is affirmed with evidence based on research.
  • Classification -- ordering of related phenomena into categories, groups, or systems according to characteristics or attributes.
  • Cluster Analysis -- a method of statistical analysis where data that share a common trait are grouped together. The data is collected in a way that allows the data collector to group data according to certain characteristics.
  • Cohort Analysis -- group by group analytic treatment of individuals having a statistical factor in common to each group. Group members share a particular characteristic [e.g., born in a given year] or a common experience [e.g., entering a college at a given time].
  • Confidentiality -- a research condition in which no one except the researcher(s) knows the identities of the participants in a study. It refers to the treatment of information that a participant has disclosed to the researcher in a relationship of trust and with the expectation that it will not be revealed to others in ways that violate the original consent agreement, unless permission is granted by the participant.
  • Confirmability Objectivity -- the findings of the study could be confirmed by another person conducting the same study.
  • Construct -- refers to any of the following: something that exists theoretically but is not directly observable; a concept developed [constructed] for describing relations among phenomena or for other research purposes; or, a theoretical definition in which concepts are defined in terms of other concepts. For example, intelligence cannot be directly observed or measured; it is a construct.
  • Construct Validity -- seeks an agreement between a theoretical concept and a specific measuring device, such as observation.
  • Constructivism -- the idea that reality is socially constructed. It is the view that reality cannot be understood outside of the way humans interact and that the idea that knowledge is constructed, not discovered. Constructivists believe that learning is more active and self-directed than either behaviorism or cognitive theory would postulate.
  • Content Analysis -- the systematic, objective, and quantitative description of the manifest or latent content of print or nonprint communications.
  • Context Sensitivity -- awareness by a qualitative researcher of factors such as values and beliefs that influence cultural behaviors.
  • Control Group -- the group in an experimental design that receives either no treatment or a different treatment from the experimental group. This group can thus be compared to the experimental group.
  • Controlled Experiment -- an experimental design with two or more randomly selected groups [an experimental group and control group] in which the researcher controls or introduces the independent variable and measures the dependent variable at least two times [pre- and post-test measurements].
  • Correlation -- a common statistical analysis, usually abbreviated as r, that measures the degree of relationship between pairs of interval variables in a sample. The range of correlation is from -1.00 to zero to +1.00. Also, a non-cause and effect relationship between two variables.
  • Covariate -- a product of the correlation of two related variables times their standard deviations. Used in true experiments to measure the difference of treatment between them.
  • Credibility -- a researcher's ability to demonstrate that the object of a study is accurately identified and described based on the way in which the study was conducted.
  • Critical Theory -- an evaluative approach to social science research, associated with Germany's neo-Marxist “Frankfurt School,” that aims to criticize as well as analyze society, opposing the political orthodoxy of modern communism. Its goal is to promote human emancipatory forces and to expose ideas and systems that impede them.
  • Data -- factual information [as measurements or statistics] used as a basis for reasoning, discussion, or calculation.
  • Data Mining -- the process of analyzing data from different perspectives and summarizing it into useful information, often to discover patterns and/or systematic relationships among variables.
  • Data Quality -- this is the degree to which the collected data [results of measurement or observation] meet the standards of quality to be considered valid [trustworthy] and  reliable [dependable].
  • Deductive -- a form of reasoning in which conclusions are formulated about particulars from general or universal premises.
  • Dependability -- being able to account for changes in the design of the study and the changing conditions surrounding what was studied.
  • Dependent Variable -- a variable that varies due, at least in part, to the impact of the independent variable. In other words, its value “depends” on the value of the independent variable. For example, in the variables “gender” and “academic major,” academic major is the dependent variable, meaning that your major cannot determine whether you are male or female, but your gender might indirectly lead you to favor one major over another.
  • Deviation -- the distance between the mean and a particular data point in a given distribution.
  • Discourse Community -- a community of scholars and researchers in a given field who respond to and communicate to each other through published articles in the community's journals and presentations at conventions. All members of the discourse community adhere to certain conventions for the presentation of their theories and research.
  • Discrete Variable -- a variable that is measured solely in whole units, such as, gender and number of siblings.
  • Distribution -- the range of values of a particular variable.
  • Effect Size -- the amount of change in a dependent variable that can be attributed to manipulations of the independent variable. A large effect size exists when the value of the dependent variable is strongly influenced by the independent variable. It is the mean difference on a variable between experimental and control groups divided by the standard deviation on that variable of the pooled groups or of the control group alone.
  • Emancipatory Research -- research is conducted on and with people from marginalized groups or communities. It is led by a researcher or research team who is either an indigenous or external insider; is interpreted within intellectual frameworks of that group; and, is conducted largely for the purpose of empowering members of that community and improving services for them. It also engages members of the community as co-constructors or validators of knowledge.
  • Empirical Research -- the process of developing systematized knowledge gained from observations that are formulated to support insights and generalizations about the phenomena being researched.
  • Epistemology -- concerns knowledge construction; asks what constitutes knowledge and how knowledge is validated.
  • Ethnography -- method to study groups and/or cultures over a period of time. The goal of this type of research is to comprehend the particular group/culture through immersion into the culture or group. Research is completed through various methods but, since the researcher is immersed within the group for an extended period of time, more detailed information is usually collected during the research.
  • Expectancy Effect -- any unconscious or conscious cues that convey to the participant in a study how the researcher wants them to respond. Expecting someone to behave in a particular way has been shown to promote the expected behavior. Expectancy effects can be minimized by using standardized interactions with subjects, automated data-gathering methods, and double blind protocols.
  • External Validity -- the extent to which the results of a study are generalizable or transferable.
  • Factor Analysis -- a statistical test that explores relationships among data. The test explores which variables in a data set are most related to each other. In a carefully constructed survey, for example, factor analysis can yield information on patterns of responses, not simply data on a single response. Larger tendencies may then be interpreted, indicating behavior trends rather than simply responses to specific questions.
  • Field Studies -- academic or other investigative studies undertaken in a natural setting, rather than in laboratories, classrooms, or other structured environments.
  • Focus Groups -- small, roundtable discussion groups charged with examining specific topics or problems, including possible options or solutions. Focus groups usually consist of 4-12 participants, guided by moderators to keep the discussion flowing and to collect and report the results.
  • Framework -- the structure and support that may be used as both the launching point and the on-going guidelines for investigating a research problem.
  • Generalizability -- the extent to which research findings and conclusions conducted on a specific study to groups or situations can be applied to the population at large.
  • Grey Literature -- research produced by organizations outside of commercial and academic publishing that publish materials, such as, working papers, research reports, and briefing papers.
  • Grounded Theory -- practice of developing other theories that emerge from observing a group. Theories are grounded in the group's observable experiences, but researchers add their own insight into why those experiences exist.
  • Group Behavior -- behaviors of a group as a whole, as well as the behavior of an individual as influenced by his or her membership in a group.
  • Hypothesis -- a tentative explanation based on theory to predict a causal relationship between variables.
  • Independent Variable -- the conditions of an experiment that are systematically manipulated by the researcher. A variable that is not impacted by the dependent variable, and that itself impacts the dependent variable. In the earlier example of "gender" and "academic major," (see Dependent Variable) gender is the independent variable.
  • Individualism -- a theory or policy having primary regard for the liberty, rights, or independent actions of individuals.
  • Inductive -- a form of reasoning in which a generalized conclusion is formulated from particular instances.
  • Inductive Analysis -- a form of analysis based on inductive reasoning; a researcher using inductive analysis starts with answers, but formulates questions throughout the research process.
  • Insiderness -- a concept in qualitative research that refers to the degree to which a researcher has access to and an understanding of persons, places, or things within a group or community based on being a member of that group or community.
  • Internal Consistency -- the extent to which all questions or items assess the same characteristic, skill, or quality.
  • Internal Validity -- the rigor with which the study was conducted [e.g., the study's design, the care taken to conduct measurements, and decisions concerning what was and was not measured]. It is also the extent to which the designers of a study have taken into account alternative explanations for any causal relationships they explore. In studies that do not explore causal relationships, only the first of these definitions should be considered when assessing internal validity.
  • Life History -- a record of an event/events in a respondent's life told [written down, but increasingly audio or video recorded] by the respondent from his/her own perspective in his/her own words. A life history is different from a "research story" in that it covers a longer time span, perhaps a complete life, or a significant period in a life.
  • Margin of Error -- the permittable or acceptable deviation from the target or a specific value. The allowance for slight error or miscalculation or changing circumstances in a study.
  • Measurement -- process of obtaining a numerical description of the extent to which persons, organizations, or things possess specified characteristics.
  • Meta-Analysis -- an analysis combining the results of several studies that address a set of related hypotheses.
  • Methodology -- a theory or analysis of how research does and should proceed.
  • Methods -- systematic approaches to the conduct of an operation or process. It includes steps of procedure, application of techniques, systems of reasoning or analysis, and the modes of inquiry employed by a discipline.
  • Mixed-Methods -- a research approach that uses two or more methods from both the quantitative and qualitative research categories. It is also referred to as blended methods, combined methods, or methodological triangulation.
  • Modeling -- the creation of a physical or computer analogy to understand a particular phenomenon. Modeling helps in estimating the relative magnitude of various factors involved in a phenomenon. A successful model can be shown to account for unexpected behavior that has been observed, to predict certain behaviors, which can then be tested experimentally, and to demonstrate that a given theory cannot account for certain phenomenon.
  • Models -- representations of objects, principles, processes, or ideas often used for imitation or emulation.
  • Naturalistic Observation -- observation of behaviors and events in natural settings without experimental manipulation or other forms of interference.
  • Norm -- the norm in statistics is the average or usual performance. For example, students usually complete their high school graduation requirements when they are 18 years old. Even though some students graduate when they are younger or older, the norm is that any given student will graduate when he or she is 18 years old.
  • Null Hypothesis -- the proposition, to be tested statistically, that the experimental intervention has "no effect," meaning that the treatment and control groups will not differ as a result of the intervention. Investigators usually hope that the data will demonstrate some effect from the intervention, thus allowing the investigator to reject the null hypothesis.
  • Ontology -- a discipline of philosophy that explores the science of what is, the kinds and structures of objects, properties, events, processes, and relations in every area of reality.
  • Panel Study -- a longitudinal study in which a group of individuals is interviewed at intervals over a period of time.
  • Participant -- individuals whose physiological and/or behavioral characteristics and responses are the object of study in a research project.
  • Peer-Review -- the process in which the author of a book, article, or other type of publication submits his or her work to experts in the field for critical evaluation, usually prior to publication. This is standard procedure in publishing scholarly research.
  • Phenomenology -- a qualitative research approach concerned with understanding certain group behaviors from that group's point of view.
  • Philosophy -- critical examination of the grounds for fundamental beliefs and analysis of the basic concepts, doctrines, or practices that express such beliefs.
  • Phonology -- the study of the ways in which speech sounds form systems and patterns in language.
  • Policy -- governing principles that serve as guidelines or rules for decision making and action in a given area.
  • Policy Analysis -- systematic study of the nature, rationale, cost, impact, effectiveness, implications, etc., of existing or alternative policies, using the theories and methodologies of relevant social science disciplines.
  • Population -- the target group under investigation. The population is the entire set under consideration. Samples are drawn from populations.
  • Position Papers -- statements of official or organizational viewpoints, often recommending a particular course of action or response to a situation.
  • Positivism -- a doctrine in the philosophy of science, positivism argues that science can only deal with observable entities known directly to experience. The positivist aims to construct general laws, or theories, which express relationships between phenomena. Observation and experiment is used to show whether the phenomena fit the theory.
  • Predictive Measurement -- use of tests, inventories, or other measures to determine or estimate future events, conditions, outcomes, or trends.
  • Principal Investigator -- the scientist or scholar with primary responsibility for the design and conduct of a research project.
  • Probability -- the chance that a phenomenon will occur randomly. As a statistical measure, it is shown as p [the "p" factor].
  • Questionnaire -- structured sets of questions on specified subjects that are used to gather information, attitudes, or opinions.
  • Random Sampling -- a process used in research to draw a sample of a population strictly by chance, yielding no discernible pattern beyond chance. Random sampling can be accomplished by first numbering the population, then selecting the sample according to a table of random numbers or using a random-number computer generator. The sample is said to be random because there is no regular or discernible pattern or order. Random sample selection is used under the assumption that sufficiently large samples assigned randomly will exhibit a distribution comparable to that of the population from which the sample is drawn. The random assignment of participants increases the probability that differences observed between participant groups are the result of the experimental intervention.
  • Reliability -- the degree to which a measure yields consistent results. If the measuring instrument [e.g., survey] is reliable, then administering it to similar groups would yield similar results. Reliability is a prerequisite for validity. An unreliable indicator cannot produce trustworthy results.
  • Representative Sample -- sample in which the participants closely match the characteristics of the population, and thus, all segments of the population are represented in the sample. A representative sample allows results to be generalized from the sample to the population.
  • Rigor -- degree to which research methods are scrupulously and meticulously carried out in order to recognize important influences occurring in an experimental study.
  • Sample -- the population researched in a particular study. Usually, attempts are made to select a "sample population" that is considered representative of groups of people to whom results will be generalized or transferred. In studies that use inferential statistics to analyze results or which are designed to be generalizable, sample size is critical, generally the larger the number in the sample, the higher the likelihood of a representative distribution of the population.
  • Sampling Error -- the degree to which the results from the sample deviate from those that would be obtained from the entire population, because of random error in the selection of respondent and the corresponding reduction in reliability.
  • Saturation -- a situation in which data analysis begins to reveal repetition and redundancy and when new data tend to confirm existing findings rather than expand upon them.
  • Semantics -- the relationship between symbols and meaning in a linguistic system. Also, the cuing system that connects what is written in the text to what is stored in the reader's prior knowledge.
  • Social Theories -- theories about the structure, organization, and functioning of human societies.
  • Sociolinguistics -- the study of language in society and, more specifically, the study of language varieties, their functions, and their speakers.
  • Standard Deviation -- a measure of variation that indicates the typical distance between the scores of a distribution and the mean; it is determined by taking the square root of the average of the squared deviations in a given distribution. It can be used to indicate the proportion of data within certain ranges of scale values when the distribution conforms closely to the normal curve.
  • Statistical Analysis -- application of statistical processes and theory to the compilation, presentation, discussion, and interpretation of numerical data.
  • Statistical Bias -- characteristics of an experimental or sampling design, or the mathematical treatment of data, that systematically affects the results of a study so as to produce incorrect, unjustified, or inappropriate inferences or conclusions.
  • Statistical Significance -- the probability that the difference between the outcomes of the control and experimental group are great enough that it is unlikely due solely to chance. The probability that the null hypothesis can be rejected at a predetermined significance level [0.05 or 0.01].
  • Statistical Tests -- researchers use statistical tests to make quantitative decisions about whether a study's data indicate a significant effect from the intervention and allow the researcher to reject the null hypothesis. That is, statistical tests show whether the differences between the outcomes of the control and experimental groups are great enough to be statistically significant. If differences are found to be statistically significant, it means that the probability [likelihood] that these differences occurred solely due to chance is relatively low. Most researchers agree that a significance value of .05 or less [i.e., there is a 95% probability that the differences are real] sufficiently determines significance.
  • Subcultures -- ethnic, regional, economic, or social groups exhibiting characteristic patterns of behavior sufficient to distinguish them from the larger society to which they belong.
  • Testing -- the act of gathering and processing information about individuals' ability, skill, understanding, or knowledge under controlled conditions.
  • Theory -- a general explanation about a specific behavior or set of events that is based on known principles and serves to organize related events in a meaningful way. A theory is not as specific as a hypothesis.
  • Treatment -- the stimulus given to a dependent variable.
  • Trend Samples -- method of sampling different groups of people at different points in time from the same population.
  • Triangulation -- a multi-method or pluralistic approach, using different methods in order to focus on the research topic from different viewpoints and to produce a multi-faceted set of data. Also used to check the validity of findings from any one method.
  • Unit of Analysis -- the basic observable entity or phenomenon being analyzed by a study and for which data are collected in the form of variables.
  • Validity -- the degree to which a study accurately reflects or assesses the specific concept that the researcher is attempting to measure. A method can be reliable, consistently measuring the same thing, but not valid.
  • Variable -- any characteristic or trait that can vary from one person to another [race, gender, academic major] or for one person over time [age, political beliefs].
  • Weighted Scores -- scores in which the components are modified by different multipliers to reflect their relative importance.
  • White Paper -- an authoritative report that often states the position or philosophy about a social, political, or other subject, or a general explanation of an architecture, framework, or product technology written by a group of researchers. A white paper seeks to contain unbiased information and analysis regarding a business or policy problem that the researchers may be facing.

Elliot, Mark, Fairweather, Ian, Olsen, Wendy Kay, and Pampaka, Maria. A Dictionary of Social Research Methods. Oxford, UK: Oxford University Press, 2016; Free Social Science Dictionary. Socialsciencedictionary.com [2008]. Glossary. Institutional Review Board. Colorado College; Glossary of Key Terms. Writing@CSU. Colorado State University; Glossary A-Z. Education.com; Glossary of Research Terms. Research Mindedness Virtual Learning Resource. Centre for Human Servive Technology. University of Southampton; Miller, Robert L. and Brewer, John D. The A-Z of Social Research: A Dictionary of Key Social Science Research Concepts London: SAGE, 2003; Jupp, Victor. The SAGE Dictionary of Social and Cultural Research Methods . London: Sage, 2006.

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  • Published: 08 May 2024

Accurate structure prediction of biomolecular interactions with AlphaFold 3

  • Josh Abramson   ORCID: orcid.org/0009-0000-3496-6952 1   na1 ,
  • Jonas Adler   ORCID: orcid.org/0000-0001-9928-3407 1   na1 ,
  • Jack Dunger 1   na1 ,
  • Richard Evans   ORCID: orcid.org/0000-0003-4675-8469 1   na1 ,
  • Tim Green   ORCID: orcid.org/0000-0002-3227-1505 1   na1 ,
  • Alexander Pritzel   ORCID: orcid.org/0000-0002-4233-9040 1   na1 ,
  • Olaf Ronneberger   ORCID: orcid.org/0000-0002-4266-1515 1   na1 ,
  • Lindsay Willmore   ORCID: orcid.org/0000-0003-4314-0778 1   na1 ,
  • Andrew J. Ballard   ORCID: orcid.org/0000-0003-4956-5304 1 ,
  • Joshua Bambrick   ORCID: orcid.org/0009-0003-3908-0722 2 ,
  • Sebastian W. Bodenstein 1 ,
  • David A. Evans 1 ,
  • Chia-Chun Hung   ORCID: orcid.org/0000-0002-5264-9165 2 ,
  • Michael O’Neill 1 ,
  • David Reiman   ORCID: orcid.org/0000-0002-1605-7197 1 ,
  • Kathryn Tunyasuvunakool   ORCID: orcid.org/0000-0002-8594-1074 1 ,
  • Zachary Wu   ORCID: orcid.org/0000-0003-2429-9812 1 ,
  • Akvilė Žemgulytė 1 ,
  • Eirini Arvaniti 3 ,
  • Charles Beattie   ORCID: orcid.org/0000-0003-1840-054X 3 ,
  • Ottavia Bertolli   ORCID: orcid.org/0000-0001-8578-3216 3 ,
  • Alex Bridgland 3 ,
  • Alexey Cherepanov   ORCID: orcid.org/0000-0002-5227-0622 4 ,
  • Miles Congreve 4 ,
  • Alexander I. Cowen-Rivers 3 ,
  • Andrew Cowie   ORCID: orcid.org/0000-0002-4491-1434 3 ,
  • Michael Figurnov   ORCID: orcid.org/0000-0003-1386-8741 3 ,
  • Fabian B. Fuchs 3 ,
  • Hannah Gladman 3 ,
  • Rishub Jain 3 ,
  • Yousuf A. Khan   ORCID: orcid.org/0000-0003-0201-2796 3 ,
  • Caroline M. R. Low 4 ,
  • Kuba Perlin 3 ,
  • Anna Potapenko 3 ,
  • Pascal Savy 4 ,
  • Sukhdeep Singh 3 ,
  • Adrian Stecula   ORCID: orcid.org/0000-0001-6914-6743 4 ,
  • Ashok Thillaisundaram 3 ,
  • Catherine Tong   ORCID: orcid.org/0000-0001-7570-4801 4 ,
  • Sergei Yakneen   ORCID: orcid.org/0000-0001-7827-9839 4 ,
  • Ellen D. Zhong   ORCID: orcid.org/0000-0001-6345-1907 3 ,
  • Michal Zielinski 3 ,
  • Augustin Žídek   ORCID: orcid.org/0000-0002-0748-9684 3 ,
  • Victor Bapst 1   na2 ,
  • Pushmeet Kohli   ORCID: orcid.org/0000-0002-7466-7997 1   na2 ,
  • Max Jaderberg   ORCID: orcid.org/0000-0002-9033-2695 2   na2 ,
  • Demis Hassabis   ORCID: orcid.org/0000-0003-2812-9917 1 , 2   na2 &
  • John M. Jumper   ORCID: orcid.org/0000-0001-6169-6580 1   na2  

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

  • Drug discovery
  • Machine learning
  • Protein structure predictions
  • Structural biology

The introduction of AlphaFold 2 1 has spurred a revolution in modelling the structure of proteins and their interactions, enabling a huge range of applications in protein modelling and design 2–6 . In this paper, we describe our AlphaFold 3 model with a substantially updated diffusion-based architecture, which is capable of joint structure prediction of complexes including proteins, nucleic acids, small molecules, ions, and modified residues. The new AlphaFold model demonstrates significantly improved accuracy over many previous specialised tools: far greater accuracy on protein-ligand interactions than state of the art docking tools, much higher accuracy on protein-nucleic acid interactions than nucleic-acid-specific predictors, and significantly higher antibody-antigen prediction accuracy than AlphaFold-Multimer v2.3 7,8 . Together these results show that high accuracy modelling across biomolecular space is possible within a single unified deep learning framework.

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Author information.

These authors contributed equally: Josh Abramson, Jonas Adler, Jack Dunger, Richard Evans, Tim Green, Alexander Pritzel, Olaf Ronneberger, Lindsay Willmore

These authors jointly supervised this work: Victor Bapst, Pushmeet Kohli, Max Jaderberg, Demis Hassabis, John M. Jumper

Authors and Affiliations

Core Contributor, Google DeepMind, London, UK

Josh Abramson, Jonas Adler, Jack Dunger, Richard Evans, Tim Green, Alexander Pritzel, Olaf Ronneberger, Lindsay Willmore, Andrew J. Ballard, Sebastian W. Bodenstein, David A. Evans, Michael O’Neill, David Reiman, Kathryn Tunyasuvunakool, Zachary Wu, Akvilė Žemgulytė, Victor Bapst, Pushmeet Kohli, Demis Hassabis & John M. Jumper

Core Contributor, Isomorphic Labs, London, UK

Joshua Bambrick, Chia-Chun Hung, Max Jaderberg & Demis Hassabis

Google DeepMind, London, UK

Eirini Arvaniti, Charles Beattie, Ottavia Bertolli, Alex Bridgland, Alexander I. Cowen-Rivers, Andrew Cowie, Michael Figurnov, Fabian B. Fuchs, Hannah Gladman, Rishub Jain, Yousuf A. Khan, Kuba Perlin, Anna Potapenko, Sukhdeep Singh, Ashok Thillaisundaram, Ellen D. Zhong, Michal Zielinski & Augustin Žídek

Isomorphic Labs, London, UK

Alexey Cherepanov, Miles Congreve, Caroline M. R. Low, Pascal Savy, Adrian Stecula, Catherine Tong & Sergei Yakneen

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Corresponding authors

Correspondence to Max Jaderberg , Demis Hassabis or John M. Jumper .

Supplementary information

Supplementary information.

This Supplementary Information file contains the following 9 sections: (1) Notation; (2) Data pipeline; (3) Model architecture; (4) Auxiliary heads; (5) Training and inference; (6) Evaluation; (7) Differences to AlphaFold2 and AlphaFold-Multimer; (8) Supplemental Results; and (9) Appendix: CCD Code and PDB ID tables.

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Abramson, J., Adler, J., Dunger, J. et al. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature (2024). https://doi.org/10.1038/s41586-024-07487-w

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What are the strengths and limitations to utilising creative methods in public and patient involvement in health and social care research? A qualitative systematic review

  • Olivia R. Phillips 1 , 2   na1 ,
  • Cerian Harries 2 , 3   na1 ,
  • Jo Leonardi-Bee 1 , 2 , 4   na1 ,
  • Holly Knight 1 , 2 ,
  • Lauren B. Sherar 2 , 3 ,
  • Veronica Varela-Mato 2 , 3 &
  • Joanne R. Morling 1 , 2 , 5  

Research Involvement and Engagement volume  10 , Article number:  48 ( 2024 ) Cite this article

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There is increasing interest in using patient and public involvement (PPI) in research to improve the quality of healthcare. Ordinarily, traditional methods have been used such as interviews or focus groups. However, these methods tend to engage a similar demographic of people. Thus, creative methods are being developed to involve patients for whom traditional methods are inaccessible or non-engaging.

To determine the strengths and limitations to using creative PPI methods in health and social care research.

Electronic searches were conducted over five databases on 14th April 2023 (Web of Science, PubMed, ASSIA, CINAHL, Cochrane Library). Studies that involved traditional, non-creative PPI methods were excluded. Creative PPI methods were used to engage with people as research advisors, rather than study participants. Only primary data published in English from 2009 were accepted. Title, abstract and full text screening was undertaken by two independent reviewers before inductive thematic analysis was used to generate themes.

Twelve papers met the inclusion criteria. The creative methods used included songs, poems, drawings, photograph elicitation, drama performance, visualisations, social media, photography, prototype development, cultural animation, card sorting and persona development. Analysis identified four limitations and five strengths to the creative approaches. Limitations included the time and resource intensive nature of creative PPI, the lack of generalisation to wider populations and ethical issues. External factors, such as the lack of infrastructure to support creative PPI, also affected their implementation. Strengths included the disruption of power hierarchies and the creation of a safe space for people to express mundane or “taboo” topics. Creative methods are also engaging, inclusive of people who struggle to participate in traditional PPI and can also be cost and time efficient.

‘Creative PPI’ is an umbrella term encapsulating many different methods of engagement and there are strengths and limitations to each. The choice of which should be determined by the aims and requirements of the research, as well as the characteristics of the PPI group and practical limitations. Creative PPI can be advantageous over more traditional methods, however a hybrid approach could be considered to reap the benefits of both. Creative PPI methods are not widely used; however, this could change over time as PPI becomes embedded even more into research.

Plain English Summary

It is important that patients and public are included in the research process from initial brainstorming, through design to delivery. This is known as public and patient involvement (PPI). Their input means that research closely aligns with their wants and needs. Traditionally to get this input, interviews and group discussions are held, but this can exclude people who find these activities non-engaging or inaccessible, for example those with language challenges, learning disabilities or memory issues. Creative methods of PPI can overcome this. This is a broad term describing different (non-traditional) ways of engaging patients and public in research, such as through the use or art, animation or performance. This review investigated the reasons why creative approaches to PPI could be difficult (limitations) or helpful (strengths) in health and social care research. After searching 5 online databases, 12 studies were included in the review. PPI groups included adults, children and people with language and memory impairments. Creative methods included songs, poems, drawings, the use of photos and drama, visualisations, Facebook, creating prototypes, personas and card sorting. Limitations included the time, cost and effort associated with creative methods, the lack of application to other populations, ethical issues and buy-in from the wider research community. Strengths included the feeling of equality between academics and the public, creation of a safe space for people to express themselves, inclusivity, and that creative PPI can be cost and time efficient. Overall, this review suggests that creative PPI is worthwhile, however each method has its own strengths and limitations and the choice of which will depend on the research project, PPI group characteristics and other practical limitations, such as time and financial constraints.

Peer Review reports

Introduction

Patient and public involvement (PPI) is the term used to describe the partnership between patients (including caregivers, potential patients, healthcare users etc.) or the public (a community member with no known interest in the topic) with researchers. It describes research that is done “‘with’ or ‘by’ the public, rather than ‘to,’ ‘about’ or ‘for’ them” [ 1 ]. In 2009, it became a legislative requirement for certain health and social care organisations to include patients, families, carers and communities in not only the planning of health and social care services, but the commissioning, delivery and evaluation of them too [ 2 ]. For example, funding applications for the National Institute of Health and Care Research (NIHR), a UK funding body, mandates a demonstration of how researchers plan to include patients/service users, the public and carers at each stage of the project [ 3 ]. However, this should not simply be a tokenistic, tick-box exercise. PPI should help formulate initial ideas and should be an instrumental, continuous part of the research process. Input from PPI can provide unique insights not yet considered and can ensure that research and health services are closely aligned to the needs and requirements of service users PPI also generally makes research more relevant with clearer outcomes and impacts [ 4 ]. Although this review refers to both patients and the public using the umbrella term ‘PPI’, it is important to acknowledge that these are two different groups with different motivations, needs and interests when it comes to health research and service delivery [ 5 ].

Despite continuing recognition of the need of PPI to improve quality of healthcare, researchers have also recognised that there is no ‘one size fits all’ method for involving patients [ 4 ]. Traditionally, PPI methods invite people to take part in interviews or focus groups to facilitate discussion, or surveys and questionnaires. However, these can sometimes be inaccessible or non-engaging for certain populations. For example, someone with communication difficulties may find it difficult to engage in focus groups or interviews. If individuals lack the appropriate skills to interact in these types of scenarios, they cannot take advantage of the participation opportunities it can provide [ 6 ]. Creative methods, however, aim to resolve these issues. These are a relatively new concept whereby researchers use creative methods (e.g., artwork, animations, Lego), to make PPI more accessible and engaging for those whose voices would otherwise go unheard. They ensure that all populations can engage in research, regardless of their background or skills. Seminal work has previously been conducted in this area, which brought to light the use of creative methodologies in research. Leavy (2008) [ 7 ] discussed how traditional interviews had limits on what could be expressed due to their sterile, jargon-filled and formulaic structure, read by only a few specialised academics. It was this that called for more creative approaches, which included narrative enquiry, fiction-based research, poetry, music, dance, art, theatre, film and visual art. These practices, which can be used in any stage of the research cycle, supported greater empathy, self-reflection and longer-lasting learning experiences compared to interviews [ 7 ]. They also pushed traditional academic boundaries, which made the research accessible not only to researchers, but the public too. Leavy explains that there are similarities between arts-based approaches and scientific approaches: both attempts to investigate what it means to be human through exploration, and used together, these complimentary approaches can progress our understanding of the human experience [ 7 ]. Further, it is important to acknowledge the parallels and nuances between creative and inclusive methods of PPI. Although creative methods aim to be inclusive (this should underlie any PPI activity, whether creative or not), they do not incorporate all types of accessible, inclusive methodologies e.g., using sign language for people with hearing impairments or audio recordings for people who cannot read. Given that there was not enough scope to include an evaluation of all possible inclusive methodologies, this review will focus on creative methods of PPI only.

We aimed to conduct a qualitative systematic review to highlight the strengths of creative PPI in health and social care research, as well as the limitations, which might act as a barrier to their implementation. A qualitative systematic review “brings together research on a topic, systematically searching for research evidence from primary qualitative studies and drawing the findings together” [ 8 ]. This review can then advise researchers of the best practices when designing PPI.

Public involvement

The PHIRST-LIGHT Public Advisory Group (PAG) consists of a team of experienced public contributors with a diverse range of characteristics from across the UK. The PAG was involved in the initial question setting and study design for this review.

Search strategy

For the purpose of this review, the JBI approach for conducting qualitative systematic reviews was followed [ 9 ]. The search terms were (“creativ*” OR “innovat*” OR “authentic” OR “original” OR “inclu*”) AND (“public and patient involvement” OR “patient and public involvement” OR “public and patient involvement and engagement” OR “patient and public involvement and engagement” OR “PPI” OR “PPIE” OR “co-produc*” OR “co-creat*” OR “co-design*” OR “cooperat*” OR “co-operat*”). This search string was modified according to the requirements of each database. Papers were filtered by title, abstract and keywords (see Additional file 1 for search strings). The databases searched included Web of Science (WoS), PubMed, ASSIA and CINAHL. The Cochrane Library was also searched to identify relevant reviews which could lead to the identification of primary research. The search was conducted on 14/04/23. As our aim was to report on the use of creative PPI in research, rather than more generic public engagement, we used electronic databases of scholarly peer-reviewed literature, which represent a wide range of recognised databases. These identified studies published in general international journals (WoS, PubMed), those in social sciences journals (ASSIA), those in nursing and allied health journals (CINAHL), and trials of interventions (Cochrane Library).

Inclusion criteria

Only full-text, English language, primary research papers from 2009 to 2023 were included. This was the chosen timeframe as in 2009 the Health and Social Reform Act made it mandatory for certain Health and Social Care organisations to involve the public and patients in planning, delivering, and evaluating services [ 2 ]. Only creative methods of PPI were accepted, rather than traditional methods, such as interviews or focus groups. For the purposes of this paper, creative PPI included creative art or arts-based approaches (e.g., e.g. stories, songs, drama, drawing, painting, poetry, photography) to enhance engagement. Titles were related to health and social care and the creative PPI was used to engage with people as research advisors, not as study participants. Meta-analyses, conference abstracts, book chapters, commentaries and reviews were excluded. There were no limits concerning study location or the demographic characteristics of the PPI groups. Only qualitative data were accepted.

Quality appraisal

Quality appraisal using the Critical Appraisal Skills Programme (CASP) checklist [ 10 ] was conducted by the primary authors (ORP and CH). This was done independently, and discrepancies were discussed and resolved. If a consensus could not be reached, a third independent reviewer was consulted (JRM). The full list of quality appraisal questions can be found in Additional file 2 .

Data extraction

ORP extracted the study characteristics and a subset of these were checked by CH. Discrepancies were discussed and amendments made. Extracted data included author, title, location, year of publication, year study was carried out, research question/aim, creative methods used, number of participants, mean age, gender, ethnicity of participants, setting, limitations and strengths of creative PPI and main findings.

Data analysis

The included studies were analysed using inductive thematic analysis [ 11 ], where themes were determined by the data. The familiarisation stage took place during full-text reading of the included articles. Anything identified as a strength or limitation to creative PPI methods was extracted verbatim as an initial code and inputted into the data extraction Excel sheet. Similar codes were sorted into broader themes, either under ‘strengths’ or ‘limitations’ and reviewed. Themes were then assigned a name according to the codes.

The search yielded 9978 titles across the 5 databases: Web of Science (1480 results), PubMed (94 results), ASSIA (2454 results), CINAHL (5948 results) and Cochrane Library (2 results), resulting in 8553 different studies after deduplication. ORP and CH independently screened their titles and abstracts, excluding those that did not meet the criteria. After assessment, 12 studies were included (see Fig.  1 ).

figure 1

PRISMA flowchart of the study selection process

Study characteristics

The included studies were published between 2018 and 2022. Seven were conducted in the UK [ 12 , 14 , 15 , 17 , 18 , 19 , 23 ], two in Canada [ 21 , 22 ], one in Australia [ 13 ], one in Norway [ 16 ] and one in Ireland [ 20 ]. The PPI activities occurred across various settings, including a school [ 12 ], social club [ 12 ], hospital [ 17 ], university [ 22 ], theatre [ 19 ], hotel [ 20 ], or online [ 15 , 21 ], however this information was omitted in 5 studies [ 13 , 14 , 16 , 18 , 23 ]. The number of people attending the PPI sessions varied, ranging from 6 to 289, however the majority (ten studies) had less than 70 participants [ 13 , 14 , 16 , 17 , 18 , 19 , 20 , 21 , 22 , 23 ]. Seven studies did not provide information on the age or gender of the PPI groups. Of those that did, ages ranged from 8 to 76 and were mostly female. The ethnicities of the PPI group members were also rarely recorded (see Additional file 3 for data extraction table).

Types of creative methods

The type of creative methods used to engage the PPI groups were varied. These included songs, poems, drawings, photograph elicitation, drama performance, visualisations, Facebook, photography, prototype development, cultural animation, card sorting and creating personas (see Table  1 ). These were sometimes accompanied by traditional methods of PPI such as interviews and focus group discussions.

The 12 included studies were all deemed to be of good methodological quality, with scores ranging from 6/10 to 10/10 with the CASP critical appraisal tool [ 10 ] (Table  2 ).

Thematic analysis

Analysis identified four limitations and five strengths to creative PPI (see Fig.  2 ). Limitations included the time and resource intensity of creative PPI methods, its lack of generalisation, ethical issues and external factors. Strengths included the disruption of power hierarchies, the engaging and inclusive nature of the methods and their long-term cost and time efficiency. Creative PPI methods also allowed mundane and “taboo” topics to be discussed within a safe space.

figure 2

Theme map of strengths and limitations

Limitations of creative PPI

Creative ppi methods are time and resource intensive.

The time and resource intensive nature of creative PPI methods is a limitation, most notably for the persona-scenario methodology. Valaitis et al. [ 22 ] used 14 persona-scenario workshops with 70 participants to co-design a healthcare intervention, which aimed to promote optimal aging in Canada. Using the persona method, pairs composed of patients, healthcare providers, community service providers and volunteers developed a fictional character which they believed represented an ‘end-user’ of the healthcare intervention. Due to the depth and richness of the data produced the authors reported that it was time consuming to analyse. Further, they commented that the amount of information was difficult to disseminate to scientific leads and present at team meetings. Additionally, to ensure the production of high-quality data, to probe for details and lead group discussion there was a need for highly skilled facilitators. The resource intensive nature of the creative co-production was also noted in a study using the persona scenario and creative worksheets to develop a prototype decision support tool for individuals with malignant pleural effusion [ 17 ]. With approximately 50 people, this was also likely to yield a high volume of data to consider.

To prepare materials for populations who cannot engage in traditional methods of PPI was also timely. Kearns et al. [ 18 ] developed a feedback questionnaire for people with aphasia to evaluate ICT-delivered rehabilitation. To ensure people could participate effectively, the resources used during the workshops, such as PowerPoints, online images and photographs, had to be aphasia-accessible, which was labour and time intensive. The author warned that this time commitment should not be underestimated.

There are further practical limitations to implementing creative PPI, such as the costs of materials for activities as well as hiring a space for workshops. For example, the included studies in this review utilised pens, paper, worksheets, laptops, arts and craft supplies and magazines and took place in venues such as universities, a social club, and a hotel. Further, although not limited to creative PPI methods exclusively but rather most studies involving the public, a financial incentive was often offered for participation, as well as food, parking, transport and accommodation [ 21 , 22 ].

Creative PPI lacks generalisation

Another barrier to the use of creative PPI methods in health and social care research was the individual nature of its output. Those who participate, usually small in number, produce unique creative outputs specific to their own experiences, opinions and location. Craven et al. [ 13 ], used arts-based visualisations to develop a toolbox for adults with mental health difficulties. They commented, “such an approach might still not be worthwhile”, as the visualisations were individualised and highly personal. This indicates that the output may fail to meet the needs of its end-users. Further, these creative PPI groups were based in certain geographical regions such as Stoke-on-Trent [ 19 ] Sheffield [ 23 ], South Wales [ 12 ] or Ireland [ 20 ], which limits the extent the findings can be applied to wider populations, even within the same area due to individual nuances. Further, the study by Galler et al. [ 16 ], is specific to the Norwegian context and even then, maybe only a sub-group of the Norwegian population as the sample used was of higher socioeconomic status.

However, Grindell et al. [ 17 ], who used persona scenarios, creative worksheets and prototype development, pointed out that the purpose of this type of research is to improve a certain place, rather than apply findings across other populations and locations. Individualised output may, therefore, only be a limitation to research wanting to conduct PPI on a large scale.

If, however, greater generalisation within PPI is deemed necessary, then social media may offer a resolution. Fedorowicz et al. [ 15 ], used Facebook to gain feedback from the public on the use of video-recording methodology for an upcoming project. This had the benefit of including a more diverse range of people (289 people joined the closed group), who were spread geographically around the UK, as well as seven people from overseas.

Creative PPI has ethical issues

As with other research, ethical issues must be taken into consideration. Due to the nature of creative approaches, as well as the personal effort put into them, people often want to be recognised for their work. However, this compromises principles so heavily instilled in research such as anonymity and confidentiality. With the aim of exploring issues related to health and well-being in a town in South Wales, Byrne et al. [ 12 ], asked year 4/5 and year 10 pupils to create poems, songs, drawings and photographs. Community members also created a performance, mainly of monologues, to explore how poverty and inequalities are dealt with. Byrne noted the risks of these arts-based approaches, that being the possibility of over-disclosure and consequent emotional distress, as well as people’s desire to be named for their work. On one hand, the anonymity reduces the sense of ownership of the output as it does not portray a particular individual’s lived experience anymore. On the other hand, however, it could promote a more honest account of lived experience. Supporting this, Webber et al. [ 23 ], who used the persona method to co-design a back pain educational resource prototype, claimed that the anonymity provided by this creative technique allowed individuals to externalise and anonymise their own personal experience, thus creating a more authentic and genuine resource for future users. This implies that anonymity can be both a limitation and strength here.

The use of creative PPI methods is impeded by external factors

Despite the above limitations influencing the implementation of creative PPI techniques, perhaps the most influential is that creative methodologies are simply not mainstream [ 19 ]. This could be linked to the issues above, like time and resource intensity, generalisation and ethical issues but it is also likely to involve more systemic factors within the research community. Micsinszki et al. [ 21 ], who co-designed a hub for the health and well-being of vulnerable populations, commented that there is insufficient infrastructure to conduct meaningful co-design as well as a dominant medical model. Through a more holistic lens, there are “sociopolitical environments that privilege individualism over collectivism, self-sufficiency over collaboration, and scientific expertise over other ways of knowing based on lived experience” [ 21 ]. This, it could be suggested, renders creative co-design methodologies, which are based on the foundations of collectivism, collaboration and imagination an invalid technique in the research field, which is heavily dominated by more scientific methods offering reproducibility, objectivity and reliability.

Although we acknowledge that creative PPI techniques are not always appropriate, it may be that their main limitation is the lack of awareness of these methods or lack of willingness to use them. Further, there is always the risk that PPI, despite being a mandatory part of research, is used in a tokenistic or tick-box fashion [ 20 ], without considering the contribution that meaningful PPI could make to enhancing the research. It may be that PPI, let alone creative PPI, is not at the forefront of researchers’ minds when planning research.

Strengths of creative PPI

Creative ppi disrupts power hierarchies.

One of the main strengths of creative PPI techniques, cited most frequently in the included literature, was that they disrupt traditional power hierarchies [ 12 , 13 , 17 , 19 , 23 ]. For example, the use of theatre performance blurred the lines between professional and lay roles between the community and policy makers [ 12 ]. Individuals created a monologue to portray how poverty and inequality impact daily life and presented this to representatives of the National Assembly of Wales, Welsh Government, the Local Authority, Arts Council and Westminster. Byrne et al. [ 12 ], states how this medium allowed the community to engage with the people who make decisions about their lives in an environment of respect and understanding, where the hierarchies are not as visible as in other settings, e.g., political surgeries. Creative PPI methods have also removed traditional power hierarchies between researchers and adolescents. Cook et al. [ 13 ], used arts-based approaches to explore adolescents’ ideas about the “perfect” condom. They utilised the “Life Happens” resource, where adolescents drew and then decorated a person with their thoughts about sexual relationships, not too dissimilar from the persona-scenario method. This was then combined with hypothetical scenarios about sexuality. A condom-mapping exercise was then implemented, where groups shared the characteristics that make a condom “perfect” on large pieces of paper. Cook et al. [ 13 ], noted that usually power imbalances make it difficult to elicit information from adolescents, however these power imbalances were reduced due to the use of creative co-design techniques.

The same reduction in power hierarchies was noted by Grindell et al. [ 17 ], who used the person-scenario method and creative worksheets with individuals with malignant pleural effusion. This was with the aim of developing a prototype of a decision support tool for patients to help with treatment options. Although this process involved a variety of stakeholders, such as patients, carers and healthcare professionals, creative co-design was cited as a mechanism that worked to reduce power imbalances – a limitation of more traditional methods of research. Creative co-design blurred boundaries between end-users and clinical staff and enabled the sharing of ideas from multiple, valuable perspectives, meaning the prototype was able to suit user needs whilst addressing clinical problems.

Similarly, a specific creative method named cultural animation was also cited to dissolve hierarchies and encourage equal contributions from participants. Within this arts-based approach, Keleman et al. [ 19 ], explored the concept of “good health” with individuals from Stoke-on Trent. Members of the group created art installations using ribbons, buttons, cardboard and straws to depict their idea of a “healthy community”, which was accompanied by a poem. They also created a 3D Facebook page and produced another poem or song addressing the government to communicate their version of a “picture of health”. Public participants said that they found the process empowering, honest, democratic, valuable and practical.

This dissolving of hierarchies and levelling of power is beneficial as it increases the sense of ownership experienced by the creators/producers of the output [ 12 , 17 , 23 ]. This is advantageous as it has been suggested to improve its quality [ 23 ].

Creative PPI allows the unsayable to be said

Creative PPI fosters a safe space for mundane or taboo topics to be shared, which may be difficult to communicate using traditional methods of PPI. For example, the hypothetical nature of condom mapping and persona-scenarios meant that adolescents could discuss a personal topic without fear of discrimination, judgement or personal disclosure [ 13 ]. The safe space allowed a greater volume of ideas to be generated amongst peers where they might not have otherwise. Similarly, Webber et al. [ 23 ], , who used the persona method to co-design the prototype back pain educational resource, also noted how this method creates anonymity whilst allowing people the opportunity to externalise personal experiences, thoughts and feelings. Other creative methods were also used, such as drawing, collaging, role play and creating mood boards. A cardboard cube (labelled a “magic box”) was used to symbolise a physical representation of their final prototype. These creative methods levelled the playing field and made personal experiences accessible in a safe, open environment that fostered trust, as well as understanding from the researchers.

It is not only sensitive subjects that were made easier to articulate through creative PPI. The communication of mundane everyday experiences were also facilitated, which were deemed typically ‘unsayable’. This was specifically given in the context of describing intangible aspects of everyday health and wellbeing [ 11 ]. Graphic designers can also be used to visually represent the outputs of creative PPI. These captured the movement and fluidity of people and well as the relationships between them - things that cannot be spoken but can be depicted [ 21 ].

Creative PPI methods are inclusive

Another strength of creative PPI was that it is inclusive and accessible [ 17 , 19 , 21 ]. The safe space it fosters, as well as the dismantling of hierarchies, welcomed people from a diverse range of backgrounds and provided equal opportunities [ 21 ], especially for those with communication and memory difficulties who might be otherwise excluded from PPI. Kelemen et al. [ 19 ], who used creative methods to explore health and well-being in Stoke-on-Trent, discussed how people from different backgrounds came together and connected, discussed and reached a consensus over a topic which evoked strong emotions, that they all have in common. Individuals said that the techniques used “sets people to open up as they are not overwhelmed by words”. Similarly, creative activities, such as the persona method, have been stated to allow people to express themselves in an inclusive environment using a common language. Kearns et al. [ 18 ], who used aphasia-accessible material to develop a questionnaire with aphasic individuals, described how they felt comfortable in contributing to workshops (although this material was time-consuming to make, see ‘Limitations of creative PPI’ ).

Despite the general inclusivity of creative PPI, it can also be exclusive, particularly if online mediums are used. Fedorowicz et al. [ 15 ], used Facebook to create a PPI group, and although this may rectify previous drawbacks about lack of generalisation of creative methods (as Facebook can reach a greater number of people, globally), it excluded those who are not digitally active or have limited internet access or knowledge of technology. Online methods have other issues too. Maintaining the online group was cited as challenging and the volume of responses required researchers to interact outside of their working hours. Despite this, online methods like Facebook are very accessible for people who are physically disabled.

Creative PPI methods are engaging

The process of creative PPI is typically more engaging and produces more colourful data than traditional methods [ 13 ]. Individuals are permitted and encouraged to explore a creative self [ 19 ], which can lead to the exploration of new ideas and an overall increased enjoyment of the process. This increased engagement is particularly beneficial for younger PPI groups. For example, to involve children in the development of health food products, Galler et al. [ 16 ] asked 9-12-year-olds to take photos of their food and present it to other children in a “show and tell” fashion. They then created a newspaper article describing a new healthy snack. In this creative focus group, children were given lab coats to further their identity as inventors. Galler et al. [ 16 ], notes that the methods were highly engaging and facilitated teamwork and group learning. This collaborative nature of problem-solving was also observed in adults who used personas and creative worksheets to develop the resource for lower back pain [ 23 ]. Dementia patients too have been reported to enjoy the creative and informal approach to idea generation [ 20 ].

The use of cultural animation allowed people to connect with each other in a way that traditional methods do not [ 19 , 21 ]. These connections were held in place by boundary objects, such as ribbons, buttons, fabric and picture frames, which symbolised a shared meaning between people and an exchange of knowledge and emotion. Asking groups to create an art installation using these objects further fostered teamwork and collaboration, both at an individual and collective level. The exploration of a creative self increased energy levels and encouraged productive discussions and problem-solving [ 19 ]. Objects also encouraged a solution-focused approach and permitted people to think beyond their usual everyday scope [ 17 ]. They also allowed facilitators to probe deeper about the greater meanings carried by the object, which acted as a metaphor [ 21 ].

From the researcher’s point of view, co-creative methods gave rise to ideas they might not have initially considered. Valaitis et al. [ 22 ], found that over 40% of the creative outputs were novel ideas brought to light by patients, healthcare providers/community care providers, community service providers and volunteers. One researcher commented, “It [the creative methods] took me on a journey, in a way that when we do other pieces of research it can feel disconnected” [ 23 ]. Another researcher also stated they could not return to the way they used to do research, as they have learnt so much about their own health and community and how they are perceived [ 19 ]. This demonstrates that creative processes not only benefit the project outcomes and the PPI group, but also facilitators and researchers. However, although engaging, creative methods have been criticised for not demonstrating academic rigour [ 17 ]. Moreover, creative PPI may also be exclusive to people who do not like or enjoy creative activities.

Creative PPI methods are cost and time efficient

Creative PPI workshops can often produce output that is visible and tangible. This can save time and money in the long run as the output is either ready to be implemented in a healthcare setting or a first iteration has already been developed. This may also offset the time and costs it takes to implement creative PPI. For example, the prototype of the decision support tool for people with malignant pleural effusion was developed using personas and creative worksheets. The end result was two tangible prototypes to drive the initial idea forward as something to be used in practice [ 17 ]. The use of creative co-design in this case saved clinician time as well as the time it would take to develop this product without the help of its end-users. In the development of this particular prototype, analysis was iterative and informed the next stage of development, which again saved time. The same applies for the feedback questionnaire for the assessment of ICT delivered aphasia rehabilitation. The co-created questionnaire, designed with people with aphasia, was ready to be used in practice [ 18 ]. This suggests that to overcome time and resource barriers to creative PPI, researchers should aim for it to be engaging whilst also producing output.

That useable products are generated during creative workshops signals to participating patients and public members that they have been listened to and their thoughts and opinions acted upon [ 23 ]. For example, the development of the back pain resource based on patient experiences implies that their suggestions were valid and valuable. Further, those who participated in the cultural animation workshop reported that the process visualises change, and that it already feels as though the process of change has started [ 19 ].

The most cost and time efficient method of creative PPI in this review is most likely the use of Facebook to gather feedback on project methodology [ 15 ]. Although there were drawbacks to this, researchers could involve more people from a range of geographical areas at little to no cost. Feedback was instantaneous and no training was required. From the perspective of the PPI group, they could interact however much or little they wish with no time commitment.

This systematic review identified four limitations and five strengths to the use of creative PPI in health and social care research. Creative PPI is time and resource intensive, can raise ethical issues and lacks generalisability. It is also not accepted by the mainstream. These factors may act as barriers to the implementation of creative PPI. However, creative PPI disrupts traditional power hierarchies and creates a safe space for taboo or mundane topics. It is also engaging, inclusive and can be time and cost efficient in the long term.

Something that became apparent during data analysis was that these are not blanket strengths and limitations of creative PPI as a whole. The umbrella term ‘creative PPI’ is broad and encapsulates a wide range of activities, ranging from music and poems to prototype development and persona-scenarios, to more simplistic things like the use of sticky notes and ordering cards. Many different activities can be deemed ‘creative’ and the strengths and limitations of one does not necessarily apply to another. For example, cultural animation takes greater effort to prepare than the use of sticky notes and sorting cards, and the use of Facebook is cheaper and wider reaching than persona development. Researchers should use their discretion and weigh up the benefits and drawbacks of each method to decide on a technique which suits the project. What might be a limitation to creative PPI in one project may not be in another. In some cases, creative PPI may not be suitable at all.

Furthermore, the choice of creative PPI method also depends on the needs and characteristics of the PPI group. Children, adults and people living with dementia or language difficulties all have different engagement needs and capabilities. This indicates that creative PPI is not one size fits all and that the most appropriate method will change depending on the composition of the group. The choice of method will also be determined by the constraints of the research project, namely time, money and the research aim. For example, if there are time constraints, then a method which yields a lot of data and requires a lot of preparation may not be appropriate. If generalisation is important, then an online method is more suitable. Together this indicates that the choice of creative PPI method is highly individualised and dependent on multiple factors.

Although the limitations discussed in this review apply to creative PPI, they are not exclusive to creative PPI. Ethical issues are a consideration within general PPI research, especially when working with more vulnerable populations, such as children or adults living with a disability. It can also be the case that traditional PPI methods lack generalisability, as people who volunteer to be part of such a group are more likely be older, middle class and retired [ 24 ]. Most research is vulnerable to this type of bias, however, it is worth noting that generalisation is not always a goal and research remains valid and meaningful in its absence. Although online methods may somewhat combat issues related to generalisability, these methods still exclude people who do not have access to the internet/technology or who choose not to use it, implying that online PPI methods may not be wholly representative of the general population. Saying this, however, the accessibility of creative PPI techniques differs from person to person, and for some, online mediums may be more accessible (for example for those with a physical disability), and for others, this might be face-to-face. To combat this, a range of methods should be implemented. Planning multiple focus group and interviews for traditional PPI is also time and resource intensive, however the extra resources required to make this creative may be even greater. Although, the rich data provided may be worth the preparation and analysis time, which is also likely to depend on the number of participants and workshop sessions required. PPI, not just creative PPI, often requires the provision of a financial incentive, refreshments, parking and accommodation, which increase costs. These, however, are imperative and non-negotiable, as they increase the accessibility of research, especially to minority and lower-income groups less likely to participate. Adequate funding is also important for co-design studies where repeated engagement is required. One barrier to implementation, which appears to be exclusive to creative methods, however, is that creative methods are not mainstream. This cannot be said for traditional PPI as this is often a mandatory part of research applications.

Regarding the strengths of creative PPI, it could be argued that most appear to be exclusive to creative methodologies. These are inclusive by nature as multiple approaches can be taken to evoke ideas from different populations - approaches that do not necessarily rely on verbal or written communication like interviews and focus groups do. Given the anonymity provided by some creative methods, such as personas, people may be more likely to discuss their personal experiences under the guise of a general end-user, which might be more difficult to maintain when an interviewer is asking an individual questions directly. Additionally, creative methods are by nature more engaging and interactive than traditional methods, although this is a blanket statement and there may be people who find the question-and-answer/group discussion format more engaging. Creative methods have also been cited to eliminate power imbalances which exist in traditional research [ 12 , 13 , 17 , 19 , 23 ]. These imbalances exist between researchers and policy makers and adolescents, adults and the community. Lastly, although this may occur to a greater extent in creative methods like prototype development, it could be suggested that PPI in general – regardless of whether it is creative - is more time and cost efficient in the long-term than not using any PPI to guide or refine the research process. It must be noted that these are observations based on the literature. To be certain these differences exist between creative and traditional methods of PPI, direct empirical evaluation of both should be conducted.

To the best of our knowledge, this is the first review to identify the strengths and limitations to creative PPI, however, similar literature has identified barriers and facilitators to PPI in general. In the context of clinical trials, recruitment difficulties were cited as a barrier, as well as finding public contributors who were free during work/school hours. Trial managers reported finding group dynamics difficult to manage and the academic environment also made some public contributors feel nervous and lacking confidence to speak. Facilitators, however, included the shared ownership of the research – something that has been identified in the current review too. In addition, planning and the provision of knowledge, information and communication were also identified as facilitators [ 25 ]. Other research on the barriers to meaningful PPI in trial oversight committees included trialist confusion or scepticism over the PPI role and the difficulties in finding PPI members who had a basic understanding of research [ 26 ]. However, it could be argued that this is not representative of the average patient or public member. The formality of oversight meetings and the technical language used also acted as a barrier, which may imply that the informal nature of creative methods and its lack of dependency on literacy skills could overcome this. Further, a review of 42 reviews on PPI in health and social care identified financial compensation, resources, training and general support as necessary to conduct PPI, much like in the current review where the resource intensiveness of creative PPI was identified as a limitation. However, others were identified too, such as recruitment and representativeness of public contributors [ 27 ]. Like in the current review, power imbalances were also noted, however this was included as both a barrier and facilitator. Collaboration seemed to diminish hierarchies but not always, as sometimes these imbalances remained between public contributors and healthcare staff, described as a ‘them and us’ culture [ 27 ]. Although these studies compliment the findings of the current review, a direct comparison cannot be made as they do not concern creative methods. However, it does suggest that some strengths and weaknesses are shared between creative and traditional methods of PPI.

Strengths and limitations of this review

Although a general definition of creative PPI exists, it was up to our discretion to decide exactly which activities were deemed as such for this review. For example, we included sorting cards, the use of interactive whiteboards and sticky notes. Other researchers may have a more or less stringent criteria. However, two reviewers were involved in this decision which aids the reliability of the included articles. Further, it may be that some of the strengths and limitations cannot fully be attributed to the creative nature of the PPI process, but rather their co-created nature, however this is hard to disentangle as the included papers involved both these aspects.

During screening, it was difficult to decide whether the article was utilising creative qualitative methodology or creative PPI , as it was often not explicitly labelled as such. Regardless, both approaches involved the public/patients refining a healthcare product/service. This implies that if this review were to be replicated, others may do it differently. This may call for greater standardisation in the reporting of the public’s involvement in research. For example, the NIHR outlines different approaches to PPI, namely “consultation”, “collaboration”, “co-production” and “user-controlled”, which each signify an increased level of public power and influence [ 28 ]. Papers with elements of PPI could use these labels to clarify the extent of public involvement, or even explicitly state that there was no PPI. Further, given our decision to include only scholarly peer-reviewed literature, it is possible that data were missed within the grey literature. Similarly, the literature search will not have identified all papers relating to different types of accessible inclusion. However, the intent of the review was to focus solely on those within the definition of creative.

This review fills a gap in the literature and helps circulate and promote the concept of creative PPI. Each stage of this review, namely screening and quality appraisal, was conducted by two independent reviewers. However, four full texts could not be accessed during the full text reading stage, meaning there are missing data that could have altered or contributed to the findings of this review.

Research recommendations

Given that creative PPI can require effort to prepare, perform and analyse, sufficient time and funding should be allocated in the research protocol to enable meaningful and continuous PPI. This is worthwhile as PPI can significantly change the research output so that it aligns closely with the needs of the group it is to benefit. Researchers should also consider prototype development as a creative PPI activity as this might reduce future time/resource constraints. Shifting from a top-down approach within research to a bottom-up can be advantageous to all stakeholders and can help move creative PPI towards the mainstream. This, however, is the collective responsibility of funding bodies, universities and researchers, as well as committees who approve research bids.

A few of the included studies used creative techniques alongside traditional methods, such as interviews, which could also be used as a hybrid method of PPI, perhaps by researchers who are unfamiliar with creative techniques or to those who wish to reap the benefits of both. Often the characteristics of the PPI group were not included, including age, gender and ethnicity. It would be useful to include such information to assess how representative the PPI group is of the population of interest.

Creative PPI is a relatively novel approach of engaging the public and patients in research and it has both advantages and disadvantages compared to more traditional methods. There are many approaches to implementing creative PPI and the choice of technique will be unique to each piece of research and is reliant on several factors. These include the age and ability of the PPI group as well as the resource limitations of the project. Each method has benefits and drawbacks, which should be considered at the protocol-writing stage. However, given adequate funding, time and planning, creative PPI is a worthwhile and engaging method of generating ideas with end-users of research – ideas which may not be otherwise generated using traditional methods.

Data availability

No datasets were generated or analysed during the current study.

Abbreviations

Critical Appraisal Skills Programme

The Joanna Briggs Institute

National Institute of Health and Care Research

Public Advisory Group

Public and Patient Involvement

Web of Science

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Acknowledgements

With thanks to the PHIRST-LIGHT public advisory group and consortium for their thoughts and contributions to the design of this work.

The research team is supported by a National Institute for Health and Care Research grant (PHIRST-LIGHT Reference NIHR 135190).

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Olivia R. Phillips and Cerian Harries share joint first authorship.

Authors and Affiliations

Nottingham Centre for Public Health and Epidemiology, Lifespan and Population Health, School of Medicine, University of Nottingham, Clinical Sciences Building, City Hospital Campus, Hucknall Road, Nottingham, NG5 1PB, UK

Olivia R. Phillips, Jo Leonardi-Bee, Holly Knight & Joanne R. Morling

National Institute for Health and Care Research (NIHR) PHIRST-LIGHT, Nottingham, UK

Olivia R. Phillips, Cerian Harries, Jo Leonardi-Bee, Holly Knight, Lauren B. Sherar, Veronica Varela-Mato & Joanne R. Morling

School of Sport, Exercise and Health Sciences, Loughborough University, Epinal Way, Loughborough, Leicestershire, LE11 3TU, UK

Cerian Harries, Lauren B. Sherar & Veronica Varela-Mato

Nottingham Centre for Evidence Based Healthcare, School of Medicine, University of Nottingham, Nottingham, UK

Jo Leonardi-Bee

NIHR Nottingham Biomedical Research Centre (BRC), Nottingham University Hospitals NHS Trust, University of Nottingham, Nottingham, NG7 2UH, UK

Joanne R. Morling

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Author contributions: study design: ORP, CH, JRM, JLB, HK, LBS, VVM, literature searching and screening: ORP, CH, JRM, data curation: ORP, CH, analysis: ORP, CH, JRM, manuscript draft: ORP, CH, JRM, Plain English Summary: ORP, manuscript critical review and editing: ORP, CH, JRM, JLB, HK, LBS, VVM.

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Correspondence to Olivia R. Phillips .

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40900_2024_580_MOESM1_ESM.docx

Additional file 1: Search strings: Description of data: the search strings and filters used in each of the 5 databases in this review

Additional file 2: Quality appraisal questions: Description of data: CASP quality appraisal questions

40900_2024_580_moesm3_esm.docx.

Additional file 3: Table 1: Description of data: elements of the data extraction table that are not in the main manuscript

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Phillips, O.R., Harries, C., Leonardi-Bee, J. et al. What are the strengths and limitations to utilising creative methods in public and patient involvement in health and social care research? A qualitative systematic review. Res Involv Engagem 10 , 48 (2024). https://doi.org/10.1186/s40900-024-00580-4

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Long-term study offers clues for healthy aging

Our researchers are learning about brain health and ways to reduce the risk of dementia and Alzheimer’s disease.

To protect your brain health as you age, it’s important to exercise regularly and manage your blood pressure and blood sugar levels. If you have cataracts, get them removed.

It’s said that with age comes wisdom. And that’s often true. But sometimes, aging brings memory problems.

To learn more about why some people develop memory problems and what we can do to help prevent it, our researchers in Washington state created the ACT study in 1994. ACT stands for Adult Changes in Thought.

The study has followed volunteers over many years to better understand what increases the risk of developing dementia . The goal is to find ways to prevent or delay dementia and Alzheimer’s disease. Alzheimer’s disease is the most common form of dementia.

Linda McEvoy , PhD, a neuroscientist who co-leads the study, talks about what the researchers have learned and the questions they still hope to answer.

What drew you to this work?

I’ve always been fascinated by the brain and how it works to allow us to think, create, interact with others, and appreciate our surroundings.

I want to learn everything I can about how to keep our brains healthy as we age so that we can keep enjoying the things we love to do — and so that fewer people have to suffer, or watch their loved ones suffer, from the devastating impacts of brain disorders such as Alzheimer’s disease.

I feel privileged to partner with our members in this study. They’re doing so much to advance the science on preventing dementia. Linda McEvoy, PhD

What role do Kaiser Permanente members have in the study?

Our volunteers are the most important part of the ACT study. We couldn’t do this work without them.

We invite older Kaiser Permanente members who have received care at one of our facilities in the greater Seattle area to be part of our study. We pick the people we invite at random, which means people can’t just volunteer without being selected.

People who agree to participate are seen by our study team every other year. They also allow us to use the information we collect as part of their routine care for use in our study. This data helps our research team learn how a person’s health history affects dementia risk.

What can people do to protect their brain health?

One of our study’s most important findings is that people can have changes in their brain that are known to contribute to Alzheimer’s disease and still never develop dementia in their lifetime. This is important because it suggests there are factors that can protect us from getting dementia, even if we experience some of these brain changes with age.

We know from our research that regular exercise can help prevent or delay dementia. Keeping your blood pressure and blood sugar levels under control also helps. We found that high blood sugar levels are linked to increased dementia risk, even in people without diabetes.

For people who have cataracts, getting them removed may lower their risk . A study of ACT participants found that cataract surgery reduced the risk of dementia by nearly 30%. This may be because people get better input to their brain when they can see more clearly.

The ACT study has also found that higher levels of air pollution are a risk factor for dementia. So, paying attention to air pollution levels and trying to stay inside on days with high pollution are good ideas.

What are some of the questions the ACT study is looking at next?

We’re looking at how our sleep habits and time spent sitting throughout the day relate to brain health.

We’re also working to understand whether common medications may be associated with increased or decreased dementia risk. And we’re looking at how different types of air pollution (for example, from traffic or wildfires) are related to dementia risk.

We’re learning so much because of the generosity and dedication of our participants. I feel privileged to partner with our members in this study. They’re doing so much to advance the science on preventing dementia.

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Study Suggests Genetics as a Cause, Not Just a Risk, for Some Alzheimer’s

People with two copies of the gene variant APOE4 are almost certain to get Alzheimer’s, say researchers, who proposed a framework under which such patients could be diagnosed years before symptoms.

A colorized C.T. scan showing a cross-section of a person's brain with Alzheimer's disease. The colors are red, green and yellow.

By Pam Belluck

Scientists are proposing a new way of understanding the genetics of Alzheimer’s that would mean that up to a fifth of patients would be considered to have a genetically caused form of the disease.

Currently, the vast majority of Alzheimer’s cases do not have a clearly identified cause. The new designation, proposed in a study published Monday, could broaden the scope of efforts to develop treatments, including gene therapy, and affect the design of clinical trials.

It could also mean that hundreds of thousands of people in the United States alone could, if they chose, receive a diagnosis of Alzheimer’s before developing any symptoms of cognitive decline, although there currently are no treatments for people at that stage.

The new classification would make this type of Alzheimer’s one of the most common genetic disorders in the world, medical experts said.

“This reconceptualization that we’re proposing affects not a small minority of people,” said Dr. Juan Fortea, an author of the study and the director of the Sant Pau Memory Unit in Barcelona, Spain. “Sometimes we say that we don’t know the cause of Alzheimer’s disease,” but, he said, this would mean that about 15 to 20 percent of cases “can be tracked back to a cause, and the cause is in the genes.”

The idea involves a gene variant called APOE4. Scientists have long known that inheriting one copy of the variant increases the risk of developing Alzheimer’s, and that people with two copies, inherited from each parent, have vastly increased risk.

The new study , published in the journal Nature Medicine, analyzed data from over 500 people with two copies of APOE4, a significantly larger pool than in previous studies. The researchers found that almost all of those patients developed the biological pathology of Alzheimer’s, and the authors say that two copies of APOE4 should now be considered a cause of Alzheimer’s — not simply a risk factor.

The patients also developed Alzheimer’s pathology relatively young, the study found. By age 55, over 95 percent had biological markers associated with the disease. By 65, almost all had abnormal levels of a protein called amyloid that forms plaques in the brain, a hallmark of Alzheimer’s. And many started developing symptoms of cognitive decline at age 65, younger than most people without the APOE4 variant.

“The critical thing is that these individuals are often symptomatic 10 years earlier than other forms of Alzheimer’s disease,” said Dr. Reisa Sperling, a neurologist at Mass General Brigham in Boston and an author of the study.

She added, “By the time they are picked up and clinically diagnosed, because they’re often younger, they have more pathology.”

People with two copies, known as APOE4 homozygotes, make up 2 to 3 percent of the general population, but are an estimated 15 to 20 percent of people with Alzheimer’s dementia, experts said. People with one copy make up about 15 to 25 percent of the general population, and about 50 percent of Alzheimer’s dementia patients.

The most common variant is called APOE3, which seems to have a neutral effect on Alzheimer’s risk. About 75 percent of the general population has one copy of APOE3, and more than half of the general population has two copies.

Alzheimer’s experts not involved in the study said classifying the two-copy condition as genetically determined Alzheimer’s could have significant implications, including encouraging drug development beyond the field’s recent major focus on treatments that target and reduce amyloid.

Dr. Samuel Gandy, an Alzheimer’s researcher at Mount Sinai in New York, who was not involved in the study, said that patients with two copies of APOE4 faced much higher safety risks from anti-amyloid drugs.

When the Food and Drug Administration approved the anti-amyloid drug Leqembi last year, it required a black-box warning on the label saying that the medication can cause “serious and life-threatening events” such as swelling and bleeding in the brain, especially for people with two copies of APOE4. Some treatment centers decided not to offer Leqembi, an intravenous infusion, to such patients.

Dr. Gandy and other experts said that classifying these patients as having a distinct genetic form of Alzheimer’s would galvanize interest in developing drugs that are safe and effective for them and add urgency to current efforts to prevent cognitive decline in people who do not yet have symptoms.

“Rather than say we have nothing for you, let’s look for a trial,” Dr. Gandy said, adding that such patients should be included in trials at younger ages, given how early their pathology starts.

Besides trying to develop drugs, some researchers are exploring gene editing to transform APOE4 into a variant called APOE2, which appears to protect against Alzheimer’s. Another gene-therapy approach being studied involves injecting APOE2 into patients’ brains.

The new study had some limitations, including a lack of diversity that might make the findings less generalizable. Most patients in the study had European ancestry. While two copies of APOE4 also greatly increase Alzheimer’s risk in other ethnicities, the risk levels differ, said Dr. Michael Greicius, a neurologist at Stanford University School of Medicine who was not involved in the research.

“One important argument against their interpretation is that the risk of Alzheimer’s disease in APOE4 homozygotes varies substantially across different genetic ancestries,” said Dr. Greicius, who cowrote a study that found that white people with two copies of APOE4 had 13 times the risk of white people with two copies of APOE3, while Black people with two copies of APOE4 had 6.5 times the risk of Black people with two copies of APOE3.

“This has critical implications when counseling patients about their ancestry-informed genetic risk for Alzheimer’s disease,” he said, “and it also speaks to some yet-to-be-discovered genetics and biology that presumably drive this massive difference in risk.”

Under the current genetic understanding of Alzheimer’s, less than 2 percent of cases are considered genetically caused. Some of those patients inherited a mutation in one of three genes and can develop symptoms as early as their 30s or 40s. Others are people with Down syndrome, who have three copies of a chromosome containing a protein that often leads to what is called Down syndrome-associated Alzheimer’s disease .

Dr. Sperling said the genetic alterations in those cases are believed to fuel buildup of amyloid, while APOE4 is believed to interfere with clearing amyloid buildup.

Under the researchers’ proposal, having one copy of APOE4 would continue to be considered a risk factor, not enough to cause Alzheimer’s, Dr. Fortea said. It is unusual for diseases to follow that genetic pattern, called “semidominance,” with two copies of a variant causing the disease, but one copy only increasing risk, experts said.

The new recommendation will prompt questions about whether people should get tested to determine if they have the APOE4 variant.

Dr. Greicius said that until there were treatments for people with two copies of APOE4 or trials of therapies to prevent them from developing dementia, “My recommendation is if you don’t have symptoms, you should definitely not figure out your APOE status.”

He added, “It will only cause grief at this point.”

Finding ways to help these patients cannot come soon enough, Dr. Sperling said, adding, “These individuals are desperate, they’ve seen it in both of their parents often and really need therapies.”

Pam Belluck is a health and science reporter, covering a range of subjects, including reproductive health, long Covid, brain science, neurological disorders, mental health and genetics. More about Pam Belluck

The Fight Against Alzheimer’s Disease

Alzheimer’s is the most common form of dementia, but much remains unknown about this daunting disease..

How is Alzheimer’s diagnosed? What causes Alzheimer’s? We answered some common questions .

A study suggests that genetics can be a cause of Alzheimer’s , not just a risk, raising the prospect of diagnosis years before symptoms appear.

Determining whether someone has Alzheimer’s usually requires an extended diagnostic process . But new criteria could lead to a diagnosis on the basis of a simple blood test .

The F.D.A. has given full approval to the Alzheimer’s drug Leqembi. Here is what to know about i t.

Alzheimer’s can make communicating difficult. We asked experts for tips on how to talk to someone with the disease .

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Bariatric Surgery Reduces Breast Cancer Incidence in a Prospective Trial

  • 1 Division of Breast Surgery, Department of Surgery, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
  • Original Investigation Breast Cancer Risk After Bariatric Surgery and Influence of Insulin Levels Felipe M. Kristensson, MD; Johanna C. Andersson-Assarsson, PhD; Markku Peltonen, PhD; Peter Jacobson, MD, PhD; Sofie Ahlin, MD, PhD; Per-Arne Svensson, PhD; Kajsa Sjöholm, PhD; Lena M. S. Carlsson, MD, PhD; Magdalena Taube, PhD JAMA Surgery

In this issue of JAMA Surgery , Kristensson et al 1 build on their previous research using participants from the Swedish Obese Subjects Study (SOS), a prospective, controlled trial comparing bariatric surgery to usual care. The SOS investigators initially reported a decrease in cancer incidence after bariatric surgery in women, but not in men. 2 Subsequently, in the cohort of women participants, they reported that bariatric surgery reduced the incidence of female-specific cancers, particularly in those women who had hyperinsulinemia at baseline. 3 In this current study, women were followed up for a median of 23.9 years after bariatric surgery or usual care. The authors found a significantly lower incidence of breast cancer in the surgery group compared to the usual care group in premenopausal women and in women with elevated median insulin levels and insulin resistance at the time of enrollment. 1 This study is the first prospective study with long-term follow-up to report an association between bariatric surgery and a reduction in breast cancer incidence. While cancer incidence was not a prespecified end point and the SOS study was not randomized, a significant strength of the study is that both the surgery and usual care arm patients were eligible for bariatric surgery, which allowed for a more unbiased comparison of the 2 groups.

Read More About

Kulkarni SA , Sterbling HM. Bariatric Surgery Reduces Breast Cancer Incidence in a Prospective Trial. JAMA Surg. Published online May 15, 2024. doi:10.1001/jamasurg.2024.1158

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Are Markups Driving the Ups and Downs of Inflation?

Sylvain Leduc

Download PDF (158 KB)

FRBSF Economic Letter 2024-12 | May 13, 2024

How much impact have price markups for goods and services had on the recent surge and the subsequent decline of inflation? Since 2021, markups have risen substantially in a few industries such as motor vehicles and petroleum. However, aggregate markups—which are more relevant for overall inflation—have generally remained flat, in line with previous economic recoveries over the past three decades. These patterns suggest that markup fluctuations have not been a main driver of the ups and downs of inflation during the post-pandemic recovery.

In the recovery from the pandemic, U.S. inflation surged to a peak of over 7% in June 2022 and has since declined to 2.7% in March 2024, as measured by the 12-month change in the personal consumption expenditures (PCE) price index. What factors have been driving the ups and downs of inflation? Production costs are traditionally considered a main contributor, particularly costs stemming from fluctuations in demand for and supply of goods and services. As demand for their products rises, companies need to hire more workers and buy more intermediate goods, pushing up production costs. Supply chain disruptions can also push up the cost of production. Firms may pass on all or part of the cost increases to consumers by raising prices. Thus, an important theoretical linkage runs from cost increases to inflation. Likewise, decreases in costs should lead to disinflation.

Labor costs are an important factor of production costs and are often useful for gauging inflationary pressures. However, during the post-pandemic surge in inflation, nominal wages rose more slowly than prices, such that real labor costs were falling until early 2023. By contrast, disruptions to global supply chains pushed up intermediate goods costs, contributing to the surge in inflation (see, for example, Liu and Nguyen 2023). However, supply chains have more direct impacts on goods inflation than on services inflation, which also rose substantially.

In this Economic Letter , we consider another factor that might drive inflation fluctuations: changes in firms’ pricing power and markups. An increase in pricing power would be reflected in price-cost markups, leading to higher inflation; likewise, a decline in pricing power and markups could alleviate inflation pressures. We use industry-level measures of markups to trace their evolving impact on inflation during the current expansion. We find that markups rose substantially in some sectors, such as the motor vehicles industry. However, the aggregate markup across all sectors of the economy, which is more relevant for inflation, has stayed essentially flat during the post-pandemic recovery. This is broadly in line with patterns during previous business cycle recoveries. Overall, our analysis suggests that fluctuations in markups were not a main driver of the post-pandemic surge in inflation, nor of the recent disinflation that started in mid-2022.

Potential drivers of inflation: Production costs and markups

To support households and businesses during the pandemic, the Federal Reserve lowered the federal funds rate target to essentially zero, and the federal government provided large fiscal transfers and increased unemployment benefits. These policies boosted demand for goods and services, especially as the economy recovered from the depth of the pandemic.

The increase in overall demand, combined with supply shortages, boosted the costs of production, contributing to the surge in inflation during the post-pandemic recovery. Although labor costs account for a large part of firms’ total production costs, real labor costs were falling between early 2021 and mid-2022 such that the increases in prices outpaced those in nominal wages. This makes it unlikely that labor costs were driving the surge in inflation.

Instead, we focus on another potential alternative driver of inflation that resulted from firms’ ability to adjust prices, known as pricing power. As demand for goods surged early in the post-pandemic recovery, companies may have had a greater ability to raise their prices above their production costs, a gap known as markups. Following a sharp drop in spending at the height of the pandemic, people may have become eager to resume normal spending patterns and hence more tolerant to price increases than in the past. In fact, growth of nonfinancial corporate profits accelerated in the early part of the recovery (see Figure 1), suggesting that companies had increased pricing power. Some studies have pointed to the strong growth in nonfinancial corporate profits in 2021 as evidence that increased markups have contributed to inflation (see, for example, Weber and Wasmer 2023). However, the figure also shows that growth in corporate profits is typically volatile. Corporate profits tend to rise in the early stages of economic recoveries. Data for the current recovery show that the increase in corporate profits is not particularly pronounced compared with previous recoveries.

Figure 1 Profit growth for nonfinancial businesses

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More importantly, corporate profits are an imperfect measure of a firm’s pricing power because several other factors can drive changes in profitability. For instance, much of the recent rise in corporate profits can be attributed to lower business taxes and higher subsidies from pandemic-related government support, as well as lower net interest payments due to monetary policy accommodation (Pallazzo 2023).

Instead of relying on profits as a measure of pricing power, we construct direct measures of markups based on standard economic models. Theory suggests that companies set prices as a markup over variable production costs, and that markup can be inferred from the share of a firm’s revenue spent on a given variable production factor, such as labor or intermediate goods. Over the period of data we use, we assume that the specific proportion of a company’s production costs going toward inputs does not change. If the share of a firm’s revenue used for inputs falls, it would imply a rise in the firm’s price-cost margin or markup. In our main analysis, we use industry-level data from the Bureau of Economic Analysis (BEA) to compute markups based on the share of revenue spent on intermediate inputs. Our results are similar if we instead use the share of revenue going toward labor costs.

We compare the evolution of markups to that of prices, as measured by the PCE price index, since the recovery from the pandemic. In constructing this price index, the BEA takes into account changes in product characteristics (for instance, size) that could otherwise bias the inflation measure by comparing the prices of inherently different products over time. Similarly, based upon standard economic theory, our markup measure implicitly captures changes in those characteristics (see, for example, Aghion et al. 2023).

The post-pandemic evolution of markups

We examine the evolution of markups in each industry since the third quarter of 2020, the start of the post-pandemic recovery. Figure 2 shows that some sectors, such as the motor vehicles and petroleum industries, experienced large cumulative increases in markups during the recovery. Markups also rose substantially in general merchandise, such as department stores, and for other services, such as repair and maintenance, personal care, and laundry services. Since the start of the expansion, markups in those industries rose by over 10%—comparable in size to the cumulative increases over the same period in the core PCE price index, which excludes volatile food and energy components. However, the surge in inflation through June 2022 was broad based, with prices also rising substantially outside of these sectors. Thus, understanding the importance of markups for driving inflation requires a macroeconomic perspective that examines the evolution of aggregate markups across all sectors of the economy.

Figure 2 Cumulative changes in markups for salient industries

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The role of aggregate markups in the economy

To assess how much markup changes contribute to movements in inflation more broadly, we use our industry-level measurements to calculate an aggregate markup at the macroeconomic level. We aggregate the cumulative changes in industry markups, applying two different weighting methods, as displayed in Figure 3. In the first method (green line), we match our industry categories to the spending categories in the core PCE price index for ease of comparison; we then use the PCE weights for each category to compute the aggregate markup. Alternatively, we use each industry’s cost weights to compute the aggregate markup (blue line). Regardless of the weighting method, Figure 3 shows that aggregate markups have stayed essentially flat since the start of the recovery, while the core PCE price index (gray line) rose by more than 10%. Thus, changes in markups are not likely to be the main driver of inflation during the recovery, which aligns with results from Glover, Mustre-del-Río, and von Ende-Becker (2023) and Hornstein (2023) using different methodologies or data. Markups also have not played much of a role in the slowing of inflation since the summer of 2022.

Figure 3 Cumulative changes in aggregate markups and prices

term papers on research studies

Moreover, the path of aggregate markups over the past three years is not unusual compared with previous recoveries. Figure 4 shows the cumulative changes in aggregate markups since the start of the current recovery (dark blue line), alongside aggregate markups following the 1991 (green line), 2001 (yellow line), and 2008 (light blue line) recessions. Aggregate markups have stayed roughly constant throughout all four recoveries.

Figure 4 Cumulative changes of aggregate markups in recoveries

term papers on research studies

Firms’ pricing power may change over time, resulting in markup fluctuations. In this Letter , we examine whether increases in markups played an important role during the inflation surge between early 2021 and mid-2022 and if declines in markups have contributed to disinflation since then. Using industry-level data, we show that markups did rise substantially in a few important sectors, such as motor vehicles and petroleum products. However, aggregate markups—the more relevant measure for overall inflation—have stayed essentially flat since the start of the recovery. As such, rising markups have not been a main driver of the recent surge and subsequent decline in inflation during the current recovery.

Aghion, Philippe, Antonin Bergeaud, Timo Boppart, Peter J. Klenow, and Huiyu Li. 2023. “A Theory of Falling Growth and Rising Rents.”  Review of Economic Studies  90(6), pp.2,675-2,702.

Glover, Andrew, José Mustre-del-Río, and Alice von Ende-Becker. 2023. “ How Much Have Record Corporate Profits Contributed to Recent Inflation? ” FRB Kansas City Economic Review 108(1).

Hornstein, Andreas. 2023. “ Profits and Inflation in the Time of Covid .” FRB Richmond Economic Brief 23-38 (November).

Liu, Zheng, and Thuy Lan Nguyen. 2023. “ Global Supply Chain Pressures and U.S. Inflation .” FRBSF Economic Letter 2023-14 (June 20).

Palazzo, Berardino. 2023. “ Corporate Profits in the Aftermath of COVID-19 .” FEDS Notes , Federal Reserve Board of Governors, September 8.

Weber, Isabella M. and Evan Wasner. 2023. “Sellers’ Inflation, Profits and Conflict: Why Can Large Firms Hike Prices in an Emergency?” Review of Keynesian Economics 11(2), pp. 183-213.

Opinions expressed in FRBSF Economic Letter do not necessarily reflect the views of the management of the Federal Reserve Bank of San Francisco or of the Board of Governors of the Federal Reserve System. This publication is edited by Anita Todd and Karen Barnes. Permission to reprint portions of articles or whole articles must be obtained in writing. Please send editorial comments and requests for reprint permission to [email protected]

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