example of topic and title in research

6 Important Tips on Writing a Research Paper Title

When you are searching for a research study on a particular topic, you probably notice that articles with interesting, descriptive research titles draw you in. By contrast, research paper titles that are not descriptive are usually passed over, even though you may write a good research paper with interesting contents. This shows the importance of coming up with a good title for your research paper when drafting your own manuscript.

Importance of a Research Title

The research title plays a crucial role in the research process, and its importance can be summarized as follows:

Why do Research Titles Matter?

Before we look at how to title a research paper, let’s look at a research title example that illustrates why a good research paper should have a strong title.

Imagine that you are researching meditation and nursing, and you want to find out if any studies have shown that meditation makes nurses better communicators.  You conduct a keyword search using the keywords “nursing”, “communication”, and “meditation.” You come up with results that have the following titles:

• Benefits of Meditation for the Nursing Profession: A Quantitative Investigation
• Why Mindful Nurses Make the Best Communicators
• Meditation Gurus
• Nurses on the Move: A Quantitative Report on How Meditation Can Improve Nurse Performance

All four of these research paper titles may describe very similar studies—they could even be titles for the same study! As you can see, they give very different impressions.

• Title 1 describes the topic and the method of the study but is not particularly catchy.
• Title 2 partly describes the topic, but does not give any information about the method of the study—it could simply be a theoretical or opinion piece.
• Title 3 is somewhat catchier but gives almost no information at all about the article.
• Title 4 begins with a catchy main title and is followed by a subtitle that gives information about the content and method of the study.

As we will see, Title 4 has all the characteristics of a good research title.

Characteristics of a Good Research Title

According to rhetoric scholars Hairston and Keene, making a good title for a paper involves ensuring that the title of the research accomplishes four goals as mentioned below:

• It should predict the content of the research paper .
• It should be interesting to the reader .
• It should reflect the tone of the writing .
• It should contain important keywords that will make it easier to be located during a keyword search.

Let’s return to the examples in the previous section to see how to make a research title.

As you can see in the table above, only one of the four example titles fulfills all of the criteria of a suitable research paper title.

Related: You’ve chosen your study topic, but having trouble deciding where to publish it? Here’s a comprehensive course to help you identify the right journal .

Tips for Writing an Effective Research Paper Title

When writing a research title, you can use the four criteria listed above as a guide. Here are a few other tips you can use to make sure your title will be part of the recipe for an effective research paper :

• Make sure your research title describes (a) the topic, (b) the method, (c) the sample, and (d) the results of your study. You can use the following formula:

[ Result ]: A [ method ] study of [ topic ] among [ sample ] Example : Meditation makes nurses perform better: a qualitative study of mindfulness meditation among German nursing students

• Avoid unnecessary words and jargons. Keep the title statement as concise as possible. You want a title that will be comprehensible even to people who are not experts in your field. Check our article for a detailed list of things to avoid when writing an effective research title .
• Make sure your title is between 5 and 15 words in length.
• If you are writing a title for a university assignment or for a particular academic journal, verify that your title conforms to the standards and requirements for that outlet. For example, many journals require that titles fall under a character limit, including spaces. Many universities require that titles take a very specific form, limiting your creativity.
• Use a descriptive phrase to convey the purpose of your research efficiently.
• Most importantly, use critical keywords in the title to increase the discoverability of your article.

Resources for Further Reading

In addition to the tips above, there are many resources online that you can use to help write your research title. Here is a list of links that you may find useful as you work on creating an excellent research title:

• The University of Southern California has a guide specific to social science research papers: http://libguides.usc.edu/writingguide/title
• The Journal of European Psychology Students has a blog article focusing on APA-compliant research paper titles: http://blog.efpsa.org/2012/09/01/how-to-write-a-good-title-for-journal-articles/
• This article by Kristen Hamlin contains a step-by-step approach to writing titles: http://classroom.synonym.com/choose-title-research-paper-4332.html

Are there any tips or tricks you find useful in crafting research titles? Which tip did you find most useful in this article? Leave a comment to let us know!

• Hairston, M., & Keene, M. 2003. Successful writing . 5th ed. New York: Norton.
• University of Southern California. 2017. Organizing your social sciences research paper: choosing a title . [Online] Available at: http://libguides.usc.edu/writingguide/title

Thank you so much:) Have a nice day!

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Thank you for the excellent article and tips for creating a research work, because I always forget about such an essential element as the keywords when forming topics. In particular, I have found a rapid help with the formation of informative and sound titles that also conforms to the standards and requirements.

I am doing a research work on sales girls or shop girls using qualititative method. Basicly I am from Pakistan and writing on the scenario of mycountry. I am really confused about my research title can you kindly give some suggestions and give me an approperaite tilte

Hi Zubair, Thank you for your question. However, the information you have provided is insufficient for drafting an appropriate title. Information on what exactly you intend to study would be needed in order to draft a meaningful title. Meanwhile, you can try drafting your own title after going through the following articles our website: https://www.enago.com/academy/top-10-tips-on-choosing-an-attractive-research-title/ , https://www.enago.com/academy/writing-a-good-research-title-things-to-avoid/ , https://www.enago.com/academy/write-irresistible-research-paper-title/ We would be happy to give you feedback and suggest changes if required. Did you get a chance to install our free Mobile App? https://www.enago.com/academy/mobile-app/ . Make sure you subscribe to our weekly newsletter https://www.enago.com/academy/subscribe-now/ .

thanks for helping me like this!!

Thank you for this. It helped me improve my research title. I just want to verify to you the title I have just made. “Ensuring the safety: A Quantitative Study of Radio Frequency Identification system among the selected students of ( school’s name ).

(I need your reply asap coz we will be doing the chap. 1 tomorrow. Thank u in advance. 🙂 )

I am actually doing a research paper title. I want to know more further in doing research title. Can you give me some tips on doing a research paper?

Hi Joan, Thank you for your question. We are glad to know that you found our resources useful. Your feedback is very valuable to us. You can try drafting your own title after going through the following articles on our website: https://www.enago.com/academy/top-10-tips-on-choosing-an-attractive-research-title/ , https://www.enago.com/academy/writing-a-good-research-title-things-to-avoid/ , https://www.enago.com/academy/write-irresistible-research-paper-title/

We would be happy to give you feedback and suggest changes if required. Did you get a chance to install our free Mobile App? https://www.enago.com/academy/mobile-app/ . Make sure you subscribe to our weekly newsletter https://www.enago.com/academy/subscribe-now/ .

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Thanks for sharing this tips. Title matters a lot for any article because it contents Keywords of article. It should be eye-catchy. Your article is helpful to select title of any article.

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I need help. I need a research title for my study about early mobilization of the mechanically ventilated patients in the ICU. Any suggestions would be highly appreciated.

Thank you for posting your query on the website. When writing manuscripts, too many scholars neglect the research title. This phrase, along with the abstract, is what people will mostly see and read online. Title research of publications shows that the research paper title does matter a lot. Both bibliometrics and altmetrics tracking of citations are now, for better or worse, used to gauge a paper’s “success” for its author(s) and the journal publishing it. Interesting research topics coupled with good or clever yet accurate research titles can draw more attention to your work from peers and the public alike. You can check through the following search results for titles on similar topics: https://www.google.com/search?q=early+mobilization+of+the+mechanically+ventilated+patients+in+the+icu&rlz=1C1GCEU_enIN907IN907&oq=&aqs=chrome.0.69i59.4920093j0j7&sourceid=chrome&ie=UTF-8 .

We hope this would be helpful in drafting an attractive title for your research paper.

Please let us know in case of any other queries.

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Organizing Your Social Sciences Research Paper

• Choosing a Title
• Purpose of Guide
• Design Flaws to Avoid
• Independent and Dependent Variables
• Glossary of Research Terms
• Reading Research Effectively
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
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• Applying Critical Thinking
• Making an Outline
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• Common Grammar Mistakes
• Writing Concisely
• Avoiding Plagiarism
• Footnotes or Endnotes?
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The title summarizes the main idea or ideas of your study. A good title contains the fewest possible words needed to adequately describe the content and/or purpose of your research paper.

Importance of Choosing a Good Title

The title is the part of a paper that is read the most, and it is usually read first . It is, therefore, the most important element that defines the research study. With this in mind, avoid the following when creating a title:

• If the title is too long, this usually indicates there are too many unnecessary words. Avoid language, such as, "A Study to Investigate the...," or "An Examination of the...." These phrases are obvious and generally superfluous unless they are necessary to covey the scope, intent, or type of a study.
• On the other hand, a title which is too short often uses words which are too broad and, thus, does not tell the reader what is being studied. For example, a paper with the title, "African Politics" is so non-specific the title could be the title of a book and so ambiguous that it could refer to anything associated with politics in Africa. A good title should provide information about the focus and/or scope of your research study.
• In academic writing, catchy phrases or non-specific language may be used, but only if it's within the context of the study [e.g., "Fair and Impartial Jury--Catch as Catch Can"]. However, in most cases, you should avoid including words or phrases that do not help the reader understand the purpose of your paper.
• Academic writing is a serious and deliberate endeavor. Avoid using humorous or clever journalistic styles of phrasing when creating the title to your paper. Journalistic headlines often use emotional adjectives [e.g., incredible, amazing, effortless] to highlight a problem experienced by the reader or use "trigger words" or interrogative words like how, what, when, or why to persuade people to read the article or click on a link. These approaches are viewed as counter-productive in academic writing. A reader does not need clever or humorous titles to catch their attention because the act of reading research is assumed to be deliberate based on a desire to learn and improve understanding of the problem. In addition, a humorous title can merely detract from the seriousness and authority of your research. 
• Unlike everywhere else in a college-level social sciences research paper [except when using direct quotes in the text], titles do not have to adhere to rigid grammatical or stylistic standards. For example, it could be appropriate to begin a title with a coordinating conjunction [i.e., and, but, or, nor, for, so, yet] if it makes sense to do so and does not detract from the purpose of the study [e.g., "Yet Another Look at Mutual Fund Tournaments"] or beginning the title with an inflected form of a verb such as those ending in -ing [e.g., "Assessing the Political Landscape: Structure, Cognition, and Power in Organizations"].

Appiah, Kingsley Richard et al. “Structural Organisation of Research Article Titles: A Comparative Study of Titles of Business, Gynaecology and Law.” Advances in Language and Literary Studies 10 (2019); Hartley James. “To Attract or to Inform: What are Titles for?” Journal of Technical Writing and Communication 35 (2005): 203-213; Jaakkola, Maarit. “Journalistic Writing and Style.” In Oxford Research Encyclopedia of Communication . Jon F. Nussbaum, editor. (New York: Oxford University Press, 2018): https://oxfordre.com/communication.

Structure and Writing Style

The following parameters can be used to help you formulate a suitable research paper title:

• The purpose of the research
• The scope of the research
• The narrative tone of the paper [typically defined by the type of the research]
• The methods used to study the problem

The initial aim of a title is to capture the reader’s attention and to highlight the research problem under investigation.

Create a Working Title Typically, the final title you submit to your professor is created after the research is complete so that the title accurately captures what has been done . The working title should be developed early in the research process because it can help anchor the focus of the study in much the same way the research problem does. Referring back to the working title can help you reorient yourself back to the main purpose of the study if you find yourself drifting off on a tangent while writing. The Final Title Effective titles in research papers have several characteristics that reflect general principles of academic writing.

• Indicate accurately the subject and scope of the study,
• Rarely use abbreviations or acronyms unless they are commonly known,
• Use words that create a positive impression and stimulate reader interest,
• Use current nomenclature from the field of study,
• Identify key variables, both dependent and independent,
• Reveal how the paper will be organized,
• Suggest a relationship between variables which supports the major hypothesis,
• Is limited to 5 to 15 substantive words,
• Does not include redundant phrasing, such as, "A Study of," "An Analysis of" or similar constructions,
• Takes the form of a question or declarative statement,
• If you use a quote as part of the title, the source of the quote is cited [usually using an asterisk and footnote],
• Use correct grammar and capitalization with all first words and last words capitalized, including the first word of a subtitle. All nouns, pronouns, verbs, adjectives, and adverbs that appear between the first and last words of the title are also capitalized, and
• Rarely uses an exclamation mark at the end of the title.

The Subtitle Subtitles are frequently used in social sciences research papers because it helps the reader understand the scope of the study in relation to how it was designed to address the research problem. Think about what type of subtitle listed below reflects the overall approach to your study and whether you believe a subtitle is needed to emphasize the investigative parameters of your research.

1.  Explains or provides additional context , e.g., "Linguistic Ethnography and the Study of Welfare Institutions as a Flow of Social Practices: The Case of Residential Child Care Institutions as Paradoxical Institutions." [Palomares, Manuel and David Poveda.  Text & Talk: An Interdisciplinary Journal of Language, Discourse and Communication Studies 30 (January 2010): 193-212]

2.  Adds substance to a literary, provocative, or imaginative title or quote , e.g., "Listen to What I Say, Not How I Vote": Congressional Support for the President in Washington and at Home." [Grose, Christian R. and Keesha M. Middlemass. Social Science Quarterly 91 (March 2010): 143-167]

3.  Qualifies the geographic scope of the research , e.g., "The Geopolitics of the Eastern Border of the European Union: The Case of Romania-Moldova-Ukraine." [Marcu, Silvia. Geopolitics 14 (August 2009): 409-432]

4.  Qualifies the temporal scope of the research , e.g., "A Comparison of the Progressive Era and the Depression Years: Societal Influences on Predictions of the Future of the Library, 1895-1940." [Grossman, Hal B. Libraries & the Cultural Record 46 (2011): 102-128]

5.  Focuses on investigating the ideas, theories, or work of a particular individual , e.g., "A Deliberative Conception of Politics: How Francesco Saverio Merlino Related Anarchy and Democracy." [La Torre, Massimo. Sociologia del Diritto 28 (January 2001): 75 - 98]

6.  Identifies the methodology used , e.g. "Student Activism of the 1960s Revisited: A Multivariate Analysis Research Note." [Aron, William S. Social Forces 52 (March 1974): 408-414]

7.  Defines the overarching technique for analyzing the research problem , e.g., "Explaining Territorial Change in Federal Democracies: A Comparative Historical Institutionalist Approach." [ Tillin, Louise. Political Studies 63 (August 2015): 626-641.

With these examples in mind, think about what type of subtitle reflects the overall approach to your study. This will help the reader understand the scope of the study in relation to how it was designed to address the research problem.

Anstey, A. “Writing Style: What's in a Title?” British Journal of Dermatology 170 (May 2014): 1003-1004; Balch, Tucker. How to Compose a Title for Your Research Paper. Augmented Trader blog. School of Interactive Computing, Georgia Tech University; Bavdekar, Sandeep B. “Formulating the Right Title for a Research Article.” Journal of Association of Physicians of India 64 (February 2016); Choosing the Proper Research Paper Titles. AplusReports.com, 2007-2012; Eva, Kevin W. “Titles, Abstracts, and Authors.” In How to Write a Paper . George M. Hall, editor. 5th edition. (Oxford: John Wiley and Sons, 2013), pp. 33-41; Hartley James. “To Attract or to Inform: What are Titles for?” Journal of Technical Writing and Communication 35 (2005): 203-213; General Format. The Writing Lab and The OWL. Purdue University; Kerkut G.A. “Choosing a Title for a Paper.” Comparative Biochemistry and Physiology Part A: Physiology 74 (1983): 1; “Tempting Titles.” In Stylish Academic Writing . Helen Sword, editor. (Cambridge, MA: Harvard University Press, 2012), pp. 63-75; Nundy, Samiran, et al. “How to Choose a Title?” In How to Practice Academic Medicine and Publish from Developing Countries? A Practical Guide . Edited by Samiran Nundy, Atul Kakar, and Zulfiqar A. Bhutta. (Springer Singapore, 2022), pp. 185-192.

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How to Make a Research Paper Title with Examples

What is a research paper title and why does it matter?

A research paper title summarizes the aim and purpose of your research study. Making a title for your research is one of the most important decisions when writing an article to publish in journals. The research title is the first thing that journal editors and reviewers see when they look at your paper and the only piece of information that fellow researchers will see in a database or search engine query. Good titles that are concise and contain all the relevant terms have been shown to increase citation counts and Altmetric scores .

Therefore, when you title research work, make sure it captures all of the relevant aspects of your study, including the specific topic and problem being investigated. It also should present these elements in a way that is accessible and will captivate readers. Follow these steps to learn how to make a good research title for your work.

How to Make a Research Paper Title in 5 Steps

You might wonder how you are supposed to pick a title from all the content that your manuscript contains—how are you supposed to choose? What will make your research paper title come up in search engines and what will make the people in your field read it? 

In a nutshell, your research title should accurately capture what you have done, it should sound interesting to the people who work on the same or a similar topic, and it should contain the important title keywords that other researchers use when looking for literature in databases. To make the title writing process as simple as possible, we have broken it down into 5 simple steps.

Step 1: Answer some key questions about your research paper

What does your paper seek to answer and what does it accomplish? Try to answer these questions as briefly as possible. You can create these questions by going through each section of your paper and finding the MOST relevant information to make a research title.

Step 2: Identify research study keywords

Now that you have answers to your research questions, find the most important parts of these responses and make these your study keywords. Note that you should only choose the most important terms for your keywords–journals usually request anywhere from 3 to 8 keywords maximum.

Step 3: Research title writing: use these keywords

“We employed a case study of 60 liver transplant patients around the US aged 20-50 years to assess how waiting list volume affects the outcomes of liver transplantation in patients; results indicate a positive correlation between increased waiting list volume and negative prognosis after the transplant procedure.”

The sentence above is clearly much too long for a research paper title. This is why you will trim and polish your title in the next two steps.

Step 4: Create a working research paper title

To create a working title, remove elements that make it a complete “sentence” but keep everything that is important to what the study is about. Delete all unnecessary and redundant words that are not central to the study or that researchers would most likely not use in a database search.

“ We employed a case study of 60 liver transplant patients around the US aged 20-50 years to assess how the waiting list volume affects the outcome of liver transplantation in patients ; results indicate a positive correlation between increased waiting list volume and a negative prognosis after transplant procedure ”

Now shift some words around for proper syntax and rephrase it a bit to shorten the length and make it leaner and more natural. What you are left with is:

“A case study of 60 liver transplant patients around the US aged 20-50 years assessing the impact of waiting list volume on outcome of transplantation and showing a positive correlation between increased waiting list volume and a negative prognosis” (Word Count: 38)

This text is getting closer to what we want in a research title, which is just the most important information. But note that the word count for this working title is still 38 words, whereas the average length of published journal article titles is 16 words or fewer. Therefore, we should eliminate some words and phrases that are not essential to this title.

Step 5: Remove any nonessential words and phrases from your title

Because the number of patients studied and the exact outcome are not the most essential parts of this paper, remove these elements first:

 “A case study of 60 liver transplant patients around the US aged 20-50 years assessing the impact of waiting list volume on outcomes of transplantation and showing a positive correlation between increased waiting list volume and a negative prognosis” (Word Count: 19)

In addition, the methods used in a study are not usually the most searched-for keywords in databases and represent additional details that you may want to remove to make your title leaner. So what is left is:

“Assessing the impact of waiting list volume on outcome and prognosis in liver transplantation patients” (Word Count: 15)

In this final version of the title, one can immediately recognize the subject and what objectives the study aims to achieve. Note that the most important terms appear at the beginning and end of the title: “Assessing,” which is the main action of the study, is placed at the beginning; and “liver transplantation patients,” the specific subject of the study, is placed at the end.

This will aid significantly in your research paper title being found in search engines and database queries, which means that a lot more researchers will be able to locate your article once it is published. In fact, a 2014 review of more than 150,000 papers submitted to the UK’s Research Excellence Framework (REF) database found the style of a paper’s title impacted the number of citations it would typically receive. In most disciplines, articles with shorter, more concise titles yielded more citations.

Adding a Research Paper Subtitle

If your title might require a subtitle to provide more immediate details about your methodology or sample, you can do this by adding this information after a colon:

“ : a case study of US adult patients ages 20-25”

If we abide strictly by our word count rule this may not be necessary or recommended. But every journal has its own standard formatting and style guidelines for research paper titles, so it is a good idea to be aware of the specific journal author instructions , not just when you write the manuscript but also to decide how to create a good title for it.

Research Paper Title Examples

The title examples in the following table illustrate how a title can be interesting but incomplete, complete by uninteresting, complete and interesting but too informal in tone, or some other combination of these. A good research paper title should meet all the requirements in the four columns below.

Tips on Formulating a Good Research Paper Title

In addition to the steps given above, there are a few other important things you want to keep in mind when it comes to how to write a research paper title, regarding formatting, word count, and content:

• Write the title after you’ve written your paper and abstract
• Include all of the essential terms in your paper
• Keep it short and to the point (~16 words or fewer)
• Avoid unnecessary jargon and abbreviations
• Use keywords that capture the content of your paper
• Never include a period at the end—your title is NOT a sentence

Research Paper Writing Resources

We hope this article has been helpful in teaching you how to craft your research paper title. But you might still want to dig deeper into different journal title formats and categories that might be more suitable for specific article types or need help with writing a cover letter for your manuscript submission.

In addition to getting English proofreading services , including paper editing services , before submission to journals, be sure to visit our academic resources papers. Here you can find dozens of articles on manuscript writing, from drafting an outline to finding a target journal to submit to.

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Maximize search-ability and engage your readers from the very beginning

Your title is the first thing anyone who reads your article is going to see, and for many it will be where they stop reading. Learn how to write a title that helps readers find your article, draws your audience in and sets the stage for your research!

How your title impacts the success of your article

Researchers are busy and there will always be more articles to read than time to read them.  Good titles help readers find your research, and decide whether to keep reading. Search engines use titles to retrieve relevant articles based on users’ keyword searches. Once readers find your article, they’ll use the title as the first filter to decide whether your research is what they’re looking for. A strong and specific title is the first step toward citations, inclusion in meta-analyses, and influencing your field. 

What to include in a title

Include the most important information that will signal to your target audience that they should keep reading.

Key information about the study design

Important keywords

What you discovered

Writing tips

Getting the title right can be more difficult than it seems, and researchers refine their writing skills throughout their career. Some journals even help editors to re-write their titles during the publication process! 

• Keep it concise and informative What’s appropriate for titles varies greatly across disciplines. Take a look at some articles published in your field, and check the journal guidelines for character limits. Aim for fewer than 12 words, and check for journal specific word limits.
• Write for your audience Consider who your primary audience is: are they specialists in your specific field, are they cross-disciplinary, are they non-specialists?
• Entice the reader Find a way to pique your readers’ interest, give them enough information to keep them reading.
• Incorporate important keywords Consider what about your article will be most interesting to your audience: Most readers come to an article from a search engine, so take some time and include the important ones in your title!
• Write in sentence case In scientific writing, titles are given in sentence case. Capitalize only the first word of the text, proper nouns, and genus names. See our examples below.

Don’t

• Write your title as a question In most cases, you shouldn’t need to frame your title as a question. You have the answers, you know what you found. Writing your title as a question might draw your readers in, but it’s more likely to put them off.
• Sensationalize your research Be honest with yourself about what you truly discovered. A sensationalized or dramatic title might make a few extra people read a bit further into your article, but you don’t want them disappointed when they get to the results.

Examples…

Format: Prevalence of [disease] in [population] in [location]

Example: Prevalence of tuberculosis in homeless women in San Francisco

Format: Risk factors for [condition] among [population] in [location]

Example: Risk factors for preterm births among low-income women in Mexico City

Format (systematic review/meta-analysis): Effectiveness of [treatment] for [disease] in [population] for [outcome] : A systematic review and meta-analysis

Example: Effectiveness of Hepatitis B treatment in HIV-infected adolescents in the prevention of liver disease: A systematic review and meta-analysis

Format (clinical trial): [Intervention] improved [symptoms] of [disease] in [population] : A randomized controlled clinical trial

Example: Using a sleep app lessened insomnia in post-menopausal women in southwest United States: A randomized controlled clinical trial

Format  (general molecular studies): Characterization/identification/evaluation of [molecule name] in/from [organism/tissue] (b y [specific biological methods] ) 

Example: Identification of putative Type-I sex pheromone biosynthesis-related genes expressed in the female pheromone gland of Streltzoviella insularis

Format  (general molecular studies): [specific methods/analysis] of organism/tissue reveal insights into [function/role] of [molecule name] in [biological process]  

Example: Transcriptome landscape of Rafflesia cantleyi floral buds reveals insights into the roles of transcription factors and phytohormones in flower development

Format  (software/method papers): [tool/method/software] for [what purpose] in [what research area]

Example: CRISPR-based tools for targeted transcriptional and epigenetic regulation in plants

Tip: How to edit your work

Editing is challenging, especially if you are acting as both a writer and an editor. Read our guidelines for advice on how to refine your work, including useful tips for setting your intentions, re-review, and consultation with colleagues.

• How to Write an Abstract
• How to Write Your Methods
• How to Report Statistics
• How to Write Discussions and Conclusions
• How to Edit Your Work

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

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

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

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80+ Great Research Titles Examples in Various Academic Fields

Coming up with a research title for an academic paper is one of the most challenging parts of the writing process. Even though there is an unlimited quantity of research titles to write about, knowing which one is best for you can be hard. We have done the research for you and compiled eighty examples of research titles to write on. Additionally, we have divided the research titles examples into sections to make them easier to choose.

Research Study Examples of Current Events

Examples of research topics on ethics, title of research study examples on health, research paper title examples on social concerns, examples of research title on art and culture, example of research interest in religion, samples of research study topics on technology, research examples of environmental studies, good research title examples on history, specific topic examples regarding education, research title examples for students on family, food, and nutrition, research problems examples computer science, samples of research title about business marketing and communications, sample of research study topics in women’s studies, research problem example on politics, what are some examples of research paper topics on law, final words about research titles.

When it comes to choosing a good sample research title, research is one of the best tips you can get. By reading widely, including your school notes and scholarly articles, you will have a problem/line of interest examples in research. Then, you can derive any question from areas that appear to have a knowledge gap and proceed with researching the answer. As promised, below are eighty research title examples categorized into different areas, including social media research topics .

• Discuss the peculiar policies of a named country – for example, discuss the impacts of the one-child policy of China.
• Research on the influence of a named political leader, say a president, on the country they governed and other countries around. For instance, you can talk about how Trump’s presidency has changed international relations.
• Conduct an analysis of a particular aspect of two named countries – for example, the history of the relationship between the U.S. and North Korea.
• Compare the immigration laws in two or more named countries – for example, discuss how the immigration laws in the U.S. compares with other countries.
• Discuss how the Black Lives Matter movement has affected the view and discussions about racism in the United States.
• Enumerate the different ways the government of the United States can reduce deaths arising from the unregulated use of guns.
• Analyze the place of ethics in medicine or of medical practitioners. For instance, you can discuss the prevalence of physician-assisted suicides in a named country. You may also talk about the ethicality of such a practice and whether it should be legal.
• Explain how recent research breakthroughs have affected that particular field – for instance, how stem cell research has impacted the medical field.
• Explain if and why people should be able to donate organs in exchange for money.
• Discuss ethical behaviors in the workplace and (or) the educational sector. For example, talk about whether or not affirmative action is still important or necessary in education or the workplace.
• Weigh the benefits and risks of vaccinating children and decide which one outweighs the other. Here, you might want to consider the different types of vaccinations and the nature and frequency of associated complications.
• Investigate at least one of the health issues that currently pose a threat to humanity and which are under investigation. These issues can include Alzheimer’s, cancer, depression, autism, and HIV/AIDS. Research how these issues affect individuals and society and recommend solutions to alleviate cost and suffering.
• Study some individuals suffering from and under treatment for depression. Then, investigate the common predictors of the disease and how this information can help prevent the issue.

Tip : To make this example of a research title more comprehensive, you can focus on a certain age range – say, teenagers.

• Discuss whether or not free healthcare and medication should be available to people and the likely implications.
• Identify and elucidate different methods or programs that have been most effective in preventing or reducing teen pregnancy.
• Analyze different reasons and circumstances for genetic manipulation and the different perspectives of people on this matter. Then, discuss whether or not parents should be allowed to engineer designer babies.
• Identify the types of immigration benefits, including financial, medical, and education, your country provides for refugees and immigrants. Then, discuss how these benefits have helped them in settling down and whether more or less should be provided.
• Discuss the acceptance rate of the gay community in your country or a specific community. For example, consider whether or not gay marriage is permitted if they can adopt children, and if they are welcome in religious gatherings.
• Explore and discuss if terrorism truly creates a fear culture that can become a society’s unintended terrorist.
• Consider and discuss the different techniques one can use to identify pedophiles on social media.

Tip : Social issues research topics are interesting, but ensure you write formally and professionally.

• Investigate the importance or lack of importance of art in primary or secondary education. You can also recommend whether or not it should be included in the curriculum and why.

Tip : You can write on this possible research title based on your experiences, whether positive or negative.

• Discuss the role of illustration in children’s books and how it facilitates easy understanding in children. You may focus on one particular book or select a few examples and compare and contrast.
• Should the use of art in books for adults be considered, and what are the likely benefits?
• Compare and contrast the differences in art from two named cultural Renaissance – for instance, the Northern Renaissance and the Italian Renaissance.
• Investigate how sexism is portrayed in different types of media, including video games, music, and film. You can also talk about whether or not the amount of sexism portrayed has reduced or increased over the years.
• Explore different perspectives and views on dreams; are they meaningful or simply a game of the sleeping mind? You can also discuss the functions and causes of dreams, like sleeping with anxiety, eating before bed, and prophecies.
• Investigate the main reasons why religious cults are powerful and appealing to the masses, referring to individual cases.
• Investigate the impact of religion on the crime rate in a particular region.

Tip : Narrow down this research title by choosing to focus on a particular age group, say children or teenagers, or family. Alternatively, you can focus on a particular crime in the research to make the paper more extensive.

• Explore reasons why Martin Luther decided to split with the Catholic church.
• Discuss the circumstances in Siddhartha’s life that led to him becoming the Buddha.

Tip : It is important to remove sentiments from your research and base your points instead on clear evidence from a sound study. This ensures your title of research does not lead to unsubstantiated value judgments, which reduces the quality of the paper.

• Discuss how the steel sword, gunpowder, biological warfare, longbow, or atomic bomb has changed the nature of warfare.

Tip : For this example of the research problem, choose only one of these technological developments or compare two or more to have a rich research paper.

• Explore the changes computers, tablets, and smartphones have brought to human behaviors and culture, using published information and personal experience.

Tip : Approach each research study example in a research paper context or buy research paper online , giving a formal but objective view of the subject.

• Are railroads and trains primary forces in the industrialization, exploitation, and settlement of your homeland or continent?
• Discuss how the use of fossil fuels has changed or shaped the world.

Tip : Narrow down this title of the research study to focus on a local or particular area or one effect of fossil fuels, like oil spill pollution.

• Discuss what progress countries have made with artificial intelligence. You can focus on one named country or compare the progress of one country with another.
• Investigate the factual status of global warming – that is, is it a reality or a hoax? If it is a reality, explore the primary causes and how humanity can make a difference.
• Conduct in-depth research on endangered wildlife species in your community and discuss why they have become endangered. You can also enumerate what steps the community can take to prevent these species from going extinct and increase their chances of survival.
• Investigate the environmental soundness of the power sources in your country or community. Then, recommend alternative energy sources that might be best suited for the area and why.
• Consider an area close to wildlife reserves and national parks, and see whether oil and mineral exploration has occurred there. Discuss whether this action should be allowed or not, with fact-backed reasons.
• Investigate how the use and abolishment of DDT have affected the population of birds in your country.

Tip : Each example research title requires that you consult authoritative scientific reports to improve the quality of your paper. Furthermore, specificity and preciseness are required in each example of research title and problem, which only an authority source can provide.

• Discuss the importance of a major historical event and why it was so important in the day. These events can include the assassination of John F. Kennedy or some revolutionary document like the Magna Carta.
• Consider voyagers such as the Vikings, Chinese, as well as native populations and investigate whether Columbus discovered America first.
• Choose a named historical group, family, or individual through their biographies, examining them for reader responses.
• Research people of different cultural orientations and their responses to the acts of others who live around them.
• Investigate natural disasters in a named country and how the government has responded to them. For example, explore how the response of the New Orleans government to natural disasters has changed since Hurricane Katrina.

Tip : Focus this research title sample on one particular country or natural disaster or compare the responses of two countries with each other.

• Explore the educational policy, “no child left behind,” investigating its benefits and drawbacks.
• Investigate the concept of plagiarism in the twenty-first century, its consequences, and its prevalence in modern universities. Take a step further to investigate how and why many students don’t understand the gravity of their errors.
• Do in-depth research on bullying in schools, explaining the seriousness of the problem in your area in particular. Also, recommend actions schools, teachers, and parents can take to improve the situation if anything.
• Explore the place of religion in public schools; if it has a place, explain why, and if it does not, explain why not.
• Does a student’s financial background have any effect on his or her academic performance? In this sample research title, you can compare students from different financial backgrounds, from wealthy to average, and their scores on standardized tests.
• Is spanking one’s child considered child abuse; if so, why? In this research problem example for students, consider whether or not parents should be able to spank their children.
• Investigate the relationship between family health and nutrition, focusing on particular nutrition. This example of the title of the research study, for instance, can focus on the relationship between breastfeeding and baby health.
• Elucidate on, if any, the benefits of having a home-cooked meal and sitting down as a family to eat together.
• Explore the effect of fast-food restaurants on family health and nutrition, and whether or not they should be regulated.
• Research local food producers and farms in your community, pinpointing how much of your diet is acquired from them.

Tip : These are great research titles from which you can coin research topics for STEM students .

• Compare and contrast the two major operating systems: Mac and Windows, and discuss which one is better.

Tip : This title of the research study example can lead to strong uninformed opinions on the matter. However, it is important to investigate and discuss facts about the two operating systems, basing your conclusions on these.

• Explain the effect of spell checkers, autocorrect functions, and grammar checkers on the writing skills of computer users. Have these tools improved users’ writing skills or weakened them?

Tip : For this example of title research, it is better to consider more than one of these tools to write a comprehensive paper.

• Discuss the role(s) artificial intelligence is playing now or will likely play in the future as regards human evolution.
• Identify and investigate the next groundbreaking development in computer science (like the metaverse), explaining why you believe it will be important.
• Discuss a particular trendsetting technological tool, like blockchain technology, and how it has benefited different sectors.

Tip : For this research title example, you may want to focus on the effect of one tool on one particular sector. This way, you can investigate this example of research and thesis statement about social media more thoroughly and give as many details as possible.

• Consider your personal experiences as well as close friends’ and families experiences. Then, determine how marketing has invaded your lives and whether these impersonal communications are more positive than negative or vice versa.
• Investigate the regulations (or lack thereof) that apply to marketing items to children in your region. Do you think these regulations are unfounded, right, or inadequate?
• Investigate the merits and demerits of outsourcing customer services; you can compare the views of businesses with those of their customers.
• How has the communication we do through blog sites, messaging, social media, email, and other online platforms improved interpersonal communications if it has?
• Can understanding culture change the way you do business? Discuss how.

Tip : Ensure you share your reasoning on this title of the research study example and provide evidence-backed information to support your points.

• Learn everything you can about eating disorders like bulimia and anorexia, as well as their causes, and symptoms. Then, investigate and discuss the impact of its significance and recommend actions that might improve the situation.
• Research a major development in women’s history, like the admission of women to higher institutions and the legalization of abortion. Discuss the short-term and (or) long-term implications of the named event or development.
• Discuss gender inequality in the workplace – for instance, the fact that women tend to earn less than men for doing the same job. Provide specific real-life examples as you explain the reasons for this and recommend solutions to the problem.
• How have beauty contests helped women: have they empowered them in society or objectified them?

Tip : You may shift the focus of this topic research example to female strippers or women who act in pornographic movies.

• Investigate exceptional businesswomen in the 21st century; you can focus on one or compare two or more.

Tip : When writing on the title of a research example related to women, avoid using persuasion tactics; instead, be tactful and professional in presenting your points.

• Discuss the unique nature and implications of Donald Trump’s presidency on the United States and the world.
• Investigate the conditions and forces related to the advent and rise of Nazi Germany. Shift the focus of this title research example on major wars like WWI or the American Civil War.
• Is the enormous amount of money spent during election campaigns a legitimate expense?
• Investigate a named major political scandal that recently occurred in your region or country. Discuss how it started, how its news spread, and its impacts on individuals in that area.
• Discuss the impacts British rule had on India.
• Investigate the rate of incarceration in your region and compare it with that of other countries or other regions.
• Is incarcerating criminals an effective solution in promoting the rehabilitation of criminals and controlling crime rates?
• Consider various perspectives on the issue of gun control and coin several argumentative essay topics on the matter.
• Why do drivers continue to text while driving despite legal implications and dire consequences?
• Discuss the legality of people taking their own lives due to suffering from a debilitating terminal disease.

Each example of the research title provided in this article will make for a rich, information-dense research paper. However, you have a part to play in researching thoroughly on the example of the research study. To simplify the entire process for you, hiring our writing services is key as you wouldn’t have to worry about choosing topics. Our team of skilled writers knows the right subject that suits your research and how to readily get materials on them.

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200+ Research Title Ideas To Explore In 2024

Choosing a compelling research title is a critical step in the research process, as it serves as the gateway to capturing the attention of readers and potential collaborators. A well-crafted research title not only encapsulates the essence of your study but also entices readers to delve deeper into your work. 

In this blog post, we will explore the significance of research title ideas, the characteristics of an effective title, strategies for generating compelling titles, examples of successful titles, common pitfalls to avoid, the importance of iterative refinement, and ethical considerations in title creation.

Characteristics of a Good Research Title

Table of Contents

Clarity and Precision

A good research title should communicate the core idea of your study clearly and precisely. Avoid vague or overly complex language that might confuse readers.

Relevance to the Research Topic

Ensure that your title accurately reflects the content and focus of your research. It should provide a clear indication of what readers can expect from your study.

Conciseness and Avoidance of Ambiguity

Keep your title concise and to the point. Avoid unnecessary words or phrases that may add ambiguity. Aim for clarity and directness to make your title more impactful.

Use of Keywords

Incorporating relevant keywords in your title can enhance its visibility and accessibility. Consider the terms that researchers in your field are likely to search for and integrate them into your title.

Reflecting the Research Methodology or Approach

If your research employs a specific methodology or approach, consider incorporating that information into your title. This helps set expectations for readers and indicates the uniqueness of your study.

What are the Strategies for Generating Research Title Ideas?

• Brainstorming
• Individual Brainstorming: Set aside time to generate title ideas on your own. Consider different angles, perspectives, and aspects of your research.
• Group Brainstorming: Collaborate with peers or mentors to gather diverse perspectives and insights. Group brainstorming can lead to innovative and multidimensional title ideas.
• Keyword Analysis
• Identifying Key Terms and Concepts: Break down your research into key terms and concepts. These will form the foundation of your title.
• Exploring Synonyms and Related Terms: Expand your search by exploring synonyms and related terms. This can help you discover alternative ways to express your research focus.
• Literature Review
• Examining Existing Titles in the Field: Review titles of relevant studies in your field to identify common patterns and effective strategies.
• Analyzing Successful Titles for Inspiration: Analyze successful research titles to understand what makes them stand out. Look for elements that resonate with your own research.
• Consultation with Peers and Mentors
• Seek feedback from peers and mentors during the title creation process. External perspectives can offer valuable insights and help refine your ideas.
• Use of Online Tools and Title Generators
• Explore online tools and title generators designed to aid in the generation of creative and relevant research titles. While these tools can be helpful, exercise discretion and ensure the generated titles align with the essence of your research.

200+ Research Title Ideas: Category-Wise

Technology and computer science.

• “Cybersecurity Measures in the Age of Quantum Computing”
• “Machine Learning Applications for Predictive Maintenance”
• “The Impact of Augmented Reality on Learning Outcomes”
• “Blockchain Technology: Enhancing Supply Chain Transparency”
• “Human-Computer Interaction in Virtual Reality Environments”

Environmental Science and Sustainability

• “Evaluating the Efficacy of Green Infrastructure in Urban Areas”
• “Climate Change Resilience Strategies for Coastal Communities”
• “Biodiversity Conservation in Tropical Rainforests”
• “Renewable Energy Adoption in Developing Economies”
• “Assessing the Environmental Impact of Plastic Alternatives”

Health and Medicine

• “Precision Medicine Approaches in Cancer Treatment”
• “Mental Health Interventions for Youth in Urban Settings”
• “Telemedicine: Bridging Gaps in Rural Healthcare Access”
• “The Role of Gut Microbiota in Metabolic Disorders”
• “Ethical Considerations in Genetic Editing Technologies”

Social Sciences and Psychology

• “Social Media Influence on Body Image Perception”
• “Impact of Cultural Diversity on Team Performance”
• “Psychological Resilience in the Face of Global Crises”
• “Parental Involvement and Academic Achievement in Adolescents”
• “Exploring the Dynamics of Online Communities and Identity”

Business and Economics

• “Sustainable Business Practices and Consumer Behavior”
• “The Role of Big Data in Financial Decision-Making”
• “Entrepreneurship and Innovation in Emerging Markets”
• “Corporate Social Responsibility and Brand Loyalty”
• “Economic Implications of Remote Work Adoption”

Education and Pedagogy

• “Inclusive Education Models for Diverse Learning Needs”
• “Gamification in STEM Education: A Comparative Analysis”
• “Online Learning Effectiveness in Higher Education”
• “Teacher Training for Integrating Technology in Classrooms”
• “Assessment Strategies for Measuring Critical Thinking Skills”

Psychology and Behavior

• “The Influence of Social Media on Adolescent Well-being”
• “Cognitive Biases in Decision-Making: A Cross-Cultural Study”
• “The Role of Empathy in Conflict Resolution”
• “Positive Psychology Interventions for Workplace Satisfaction”
• “Exploring the Relationship Between Sleep Patterns and Mental Health”

Biology and Genetics

• “Genetic Markers for Predisposition to Neurodegenerative Diseases”
• “CRISPR-Cas9 Technology: Ethical Implications and Future Prospects”
• “Evolutionary Adaptations in Response to Environmental Changes”
• “Understanding the Microbiome’s Impact on Immune System Function”
• “Epigenetic Modifications and Their Role in Disease Development”

Urban Planning and Architecture

• “Smart Cities: Balancing Technological Innovation and Privacy”
• “Revitalizing Urban Spaces: Community Engagement in Design”
• “Sustainable Architecture: Integrating Nature into Urban Designs”
• “Transit-Oriented Development and Its Impact on City Dynamics”
• “Assessing the Cultural Significance of Urban Landscapes”

Linguistics and Communication

• “The Influence of Language on Cross-Cultural Communication”
• “Language Development in Multilingual Environments”
• “The Impact of Nonverbal Communication on Interpersonal Relationships”
• “Digital Communication and the Evolution of Language”
• “Language Processing in Bilingual Individuals: A Neuroscientific Approach”

Political Science and International Relations

• “The Role of Social Media in Political Mobilization”
• “Global Governance in the Era of Transnational Challenges”
• “Human Rights and the Ethics of Intervention in International Affairs”
• “Political Polarization: Causes and Consequences”
• “Climate Change Diplomacy: Assessing International Agreements”

Physics and Astronomy

• “Dark Matter: Unraveling the Mysteries of the Universe”
• “Quantum Entanglement and Its Potential Applications”
• “The Search for Exoplanets in Habitable Zones”
• “Astrophysical Phenomena: Exploring Black Holes and Neutron Stars”
• “Advancements in Quantum Computing Algorithms”

Education Technology (EdTech)

• “Adaptive Learning Platforms: Personalizing Education for Every Student”
•  “The Impact of Virtual Reality Simulations on STEM Education”
• “E-Learning Accessibility for Students with Disabilities”
• “Gamified Learning: Enhancing Student Engagement and Retention”
• “Digital Literacy Education: Navigating the Information Age”

Sociology and Anthropology

• “Cultural Shifts in Modern Society: An Anthropological Exploration”
• “Social Movements in the Digital Age: Activism and Connectivity”
• “Gender Roles and Equality: A Cross-Cultural Perspective”
•  “Urbanization and Its Effects on Traditional Societal Structures”
• “Cultural Appropriation: Understanding Boundaries and Respect”

Materials Science and Engineering

• “Nanostructured Materials: Innovations in Manufacturing and Applications”
•  “Biodegradable Polymers: Towards Sustainable Packaging Solutions”
• “Materials for Energy Storage: Advancements and Challenges”
• “Smart Materials in Healthcare: From Diagnosis to Treatment”
• “Robust Coatings for Extreme Environments: Applications in Aerospace”

History and Archaeology

• “Digital Reconstruction of Historical Sites: Preserving the Past”
• “Trade Routes in Ancient Civilizations: A Comparative Study”
• “Archaeogenetics: Unraveling Human Migrations Through DNA Analysis”
• “Historical Linguistics: Tracing Language Evolution Over Millennia”
• “The Archaeology of Conflict: Studying War through Artifacts”

Marketing and Consumer Behavior

• “Influencer Marketing: Impact on Consumer Trust and Purchasing Decisions”
• “The Role of Brand Storytelling in Consumer Engagement”
• “E-commerce Personalization Strategies: Balancing Customization and Privacy”
• “Cross-Cultural Marketing: Adapting Campaigns for Global Audiences”
• “Consumer Perceptions of Sustainable Products: A Market Analysis”

Neuroscience and Cognitive Science

• “Neuroplasticity and Cognitive Rehabilitation: Implications for Therapy”
• “The Neuroscience of Decision-Making: Insights from Brain Imaging”
• “Cognitive Aging: Understanding Memory Decline and Cognitive Resilience”
• “The Role of Neurotransmitters in Emotional Regulation”
• “Neuroethical Considerations in Brain-Computer Interface Technologies”

Public Health and Epidemiology

• “Epidemiological Trends in Infectious Diseases: Lessons from Global Outbreaks”
• “Public Health Interventions for Reducing Non-Communicable Diseases”
• “Health Disparities Among Marginalized Communities: Addressing the Gaps”
• “The Impact of Climate Change on Vector-Borne Diseases”
• “Community-Based Approaches to Promoting Health Equity”

Robotics and Automation

• “Human-Robot Collaboration in Manufacturing: Enhancing Productivity and Safety”
• “Autonomous Vehicles: Navigating the Path to Mainstream Adoption”
• “Soft Robotics: Engineering Flexibility for Real-World Applications”
• “Ethical Considerations in the Development of AI-powered Robotics”
• “Bio-Inspired Robotics: Learning from Nature to Enhance Machine Intelligence”

Literature and Literary Criticism

• “Postcolonial Narratives: Deconstructing Power Structures in Literature”
• “Digital Storytelling Platforms: Changing the Landscape of Narrative Arts”
• “Literature and Cultural Identity: Exploring Representations in Global Contexts”
• “Eco-Critical Perspectives in Contemporary Literature”
• “Feminist Literary Criticism: Reinterpreting Classic Texts Through a New Lens”

Chemistry and Chemical Engineering

• “Green Chemistry: Sustainable Approaches to Chemical Synthesis”
• “Nanomaterials for Drug Delivery: Innovations in Biomedical Applications”
• “Chemical Process Optimization: Towards Energy-Efficient Production”
• “The Chemistry of Taste: Molecular Insights into Food Flavors”
•  “Catalytic Converters: Advancements in Pollution Control Technologies”

Cultural Studies and Media

• “Media Representations of Social Movements: Framing and Impact”
• “Pop Culture and Identity: Exploring Trends in a Globalized World”
• “The Influence of Social Media on Political Discourse”
• “Reality Television and Perceptions of Reality: A Cultural Analysis”
• “Media Literacy Education: Navigating the Digital Information Age”

Astronomy and Astrophysics

• “Gravitational Waves: Probing the Cosmos for New Discoveries”
• “The Life Cycle of Stars: From Birth to Supernova”
•  “Astrobiology: Searching for Extraterrestrial Life in the Universe”
• “Dark Energy and the Accelerating Expansion of the Universe”
• “Cosmic Microwave Background: Insights into the Early Universe”

Social Work and Community Development

• “Community-Based Mental Health Interventions: A Social Work Perspective”
• “Youth Empowerment Programs: Fostering Resilience in Vulnerable Communities”
• “Social Justice Advocacy in Contemporary Social Work Practice”
• “Intersectionality in Social Work: Addressing the Complex Needs of Individuals”
• “The Role of Technology in Enhancing Social Services Delivery”

Artificial Intelligence and Ethics

• “Ethical Considerations in AI Decision-Making: Balancing Autonomy and Accountability”
• “Bias and Fairness in Machine Learning Algorithms: A Critical Examination”
•  “Explainable AI: Bridging the Gap Between Complexity and Transparency”
• “The Social Implications of AI-Generated Content: Challenges and Opportunities”
• “AI and Personal Privacy: Navigating the Ethical Dimensions of Data Usage”

Linguistics and Computational Linguistics

• “Natural Language Processing: Advancements in Understanding Human Communication”
• “Multilingualism in the Digital Age: Challenges and Opportunities”
•  “Cognitive Linguistics: Exploring the Relationship Between Language and Thought”
• “Speech Recognition Technologies: Applications in Everyday Life”
• “Syntax and Semantics: Unraveling the Structure of Language”

Geology and Earth Sciences

• “Geological Hazards Assessment in Urban Planning: A Case Study”
• “Paleoclimatology: Reconstructing Past Climate Patterns for Future Predictions”
• “Geomorphological Processes in Coastal Landscapes: Implications for Conservation”
• “Volcanic Activity Monitoring: Early Warning Systems and Mitigation Strategies”
• “The Impact of Human Activities on Soil Erosion: An Ecological Perspective”

Political Economy and Global Governance

• “Global Trade Agreements: Assessing Economic Impacts and Equity”
• “Political Economy of Energy Transition: Policies and Socioeconomic Effects”
• “The Role of International Organizations in Global Governance”
• “Financial Inclusion and Economic Development: A Comparative Analysis”
•  “The Political Economy of Pandemics: Governance and Crisis Response”

Food Science and Nutrition

• “Nutrigenomics: Personalized Nutrition for Optimal Health”
• “Functional Foods: Exploring Health Benefits Beyond Basic Nutrition”
• “Sustainable Food Production: Innovations in Agriculture and Aquaculture”
•  “Dietary Patterns and Mental Health: A Comprehensive Review”
• “Food Allergies and Sensitivities: Mechanisms and Management Strategies”

Sociology and Technology

• “Digital Inequalities: Examining Access and Usage Patterns Across Demographics”
• “The Impact of Social Media on Social Capital and Community Building”
• “Technological Surveillance and Privacy Concerns: A Sociological Analysis”
• “Virtual Communities: An Exploration of Identity Formation in Online Spaces”
• “The Social Dynamics of Online Activism: Mobilization and Participation”

Materials Science and Nanotechnology

• “Nanomaterials for Biomedical Imaging: Enhancing Diagnostic Precision”
• “Self-Healing Materials: Advances in Sustainable and Resilient Infrastructure”
• “Smart Textiles: Integrating Nanotechnology for Enhanced Functionality”
• “Multifunctional Nanoparticles in Drug Delivery: Targeted Therapies and Beyond”
• “Nanocomposites for Energy Storage: Engineering Efficient Capacitors”

Communication and Media Studies

• “Media Convergence: The Evolution of Content Delivery in the Digital Age”
• “The Impact of Social Media Influencers on Consumer Behavior”
• “Crisis Communication in a Hyperconnected World: Lessons from Global Events”
• “Media Framing of Environmental Issues: A Comparative Analysis”
• “Digital Detox: Understanding Media Consumption Patterns and Well-being”

Developmental Psychology

• “Early Childhood Attachment and Its Long-Term Impact on Adult Relationships”
• “Cognitive Development in Adolescence: Challenges and Opportunities”
• “Parenting Styles and Academic Achievement: A Cross-Cultural Perspective”
• “Identity Formation in Emerging Adulthood: The Role of Social Influences”
• “Interventions for Promoting Resilience in At-Risk Youth Populations”

Aerospace Engineering

• “Advancements in Aerodynamics: Redefining Flight Efficiency”
• “Space Debris Management: Mitigating Risks in Earth’s Orbit”
• “Aerodynamic Design Optimization for Supersonic Flight”
• “Hypersonic Propulsion Technologies: Pushing the Boundaries of Speed”
• “Materials for Space Exploration: Engineering Solutions for Harsh Environments”

Political Psychology

• “Political Polarization and Public Opinion: Exploring Cognitive Biases”
• “Leadership Styles and Public Perception: A Psychological Analysis”
• “Nationalism and Identity: Psychological Factors Shaping Political Beliefs”
• “The Influence of Emotional Appeals in Political Communication”
• “Crisis Leadership: The Psychological Dynamics of Decision-Making in Times of Uncertainty”

Marine Biology and Conservation

• “Coral Reef Restoration: Strategies for Biodiversity Conservation”
• “Ocean Plastic Pollution: Assessing Impacts on Marine Ecosystems”
• “Marine Mammal Communication: Insights from Bioacoustics”
• “Sustainable Fisheries Management: Balancing Ecological and Economic Concerns”
• “The Role of Mangrove Ecosystems in Coastal Resilience”

Artificial Intelligence and Creativity

• “Generative AI in Creative Industries: Challenges and Innovations”
• “AI-Enhanced Creativity Tools: Empowering Artists and Designers”
• “Machine Learning for Music Composition: Bridging Art and Technology”
• “Creative AI in Film and Entertainment: Transforming Storytelling”
• “Ethical Considerations in AI-Generated Art and Content”

Cultural Anthropology

• “Cultural Relativism in Anthropological Research: Opportunities and Challenges”
• “Rituals and Symbolism: Unraveling Cultural Practices Across Societies”
• “Migration and Cultural Identity: An Ethnographic Exploration”
• “Material Culture Studies: Understanding Societies through Objects”
• “Indigenous Knowledge Systems: Preserving and Promoting Cultural Heritage”

Quantum Computing and Information Science

• “Quantum Information Processing: Algorithms and Applications”
• “Quantum Cryptography: Securing Communication in the Quantum Era”
•  “Quantum Machine Learning: Enhancing AI through Quantum Computing”
• “Quantum Computing in Finance: Opportunities and Challenges”
• “Quantum Internet: Building the Next Generation of Information Networks”

Public Policy and Urban Planning

• “Smart Cities and Inclusive Urban Development: A Policy Perspective”
• “Public-Private Partnerships in Infrastructure Development: Lessons Learned”
• “The Impact of Transportation Policies on Urban Mobility Patterns”
• “Housing Affordability: Policy Approaches to Addressing Urban Challenges”
• “Data-Driven Decision-Making in Urban Governance: Opportunities and Risks”

Gerontology and Aging Studies

• “Healthy Aging Interventions: Promoting Quality of Life in Older Adults”
• “Social Isolation and Mental Health in Aging Populations: Interventions and Support”
• “Technology Adoption Among Older Adults: Bridging the Digital Divide”
• “End-of-Life Decision-Making: Ethical Considerations and Legal Frameworks”
• “Cognitive Resilience in Aging: Strategies for Maintaining Mental Sharpness”

Examples of Effective Research Titles

Illustrative Examples from Various Disciplines

Here are examples of effective research titles from different disciplines:

• “Unlocking the Mysteries of Neural Plasticity: A Multidisciplinary Approach”
• “Sustainable Urban Development: Integrating Environmental and Social Perspectives”
• “Quantum Computing: Navigating the Path to Practical Applications”

Analysis of What Makes Each Title Effective

• Clear indication of the research focus.
• Inclusion of key terms relevant to the field.
• Incorporation of a multidisciplinary or integrated approach where applicable.

Common Pitfalls to Avoid in Research Title Creation

A. Vagueness and Ambiguity

Vague or ambiguous titles can deter readers from engaging with your research. Ensure your title is straightforward and leaves no room for misinterpretation.

B. Overuse of Jargon

While technical terms are essential, excessive jargon can alienate readers who may not be familiar with the specific terminology. Strike a balance between precision and accessibility.

C. Lack of Alignment with Research Objectives

Your title should align seamlessly with the objectives and findings of your research. Avoid creating titles that misrepresent the core contributions of your study.

D. Lengthy and Complicated Titles

Lengthy titles can be overwhelming and may not effectively convey the essence of your research. Aim for brevity while maintaining clarity and informativeness.

E. Lack of Creativity and Engagement

A bland title may not capture the interest of potential readers. Inject creativity where appropriate and strive to create a title that sparks curiosity.

Ethical Considerations in Research Title Creation

• Avoiding Sensationalism and Misleading Titles

Ensure that your title accurately represents the content of your research. Avoid sensationalism or misleading language that may compromise the integrity of your work.

• Ensuring Accuracy and Integrity in Representing Research Content

Your title should uphold the principles of accuracy and integrity. Any claims or implications in the title should be supported by the actual findings of your research.

Crafting a captivating research title is a nuanced process that requires careful consideration of various factors. From clarity and relevance to creativity and ethical considerations, each element plays a crucial role in the success of your title. 

By following the outlined strategies and avoiding common pitfalls for research title ideas, researchers can enhance the visibility and impact of their work, contributing to the broader scholarly conversation. Remember, your research title is the first impression readers have of your work, so make it count.

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Choosing Your Topic: Example Topics

What is a manageable topic.

A manageable topic is a topic that isn't too broad or too narrow.  A topic that is too narrow will find very few, if any, results.

Broad topics:

A topic that is too broad focuses on one important concept. This kind of search will will find thousands of results for you to look through. These are examples of broad topics:

health care

Narrow topics

A topic that is too narrow usually has many concepts, or focuses on a specific geographic area or group. This type of search will find few, if any, results. These are examples of narrow topics:

• keywords: burnout, neonatal nurses, 30-40, Chicago
• keywords: academic achievement, 3rd graders, Florida, private schools
• keywords: drought, bird migration, Mississippi River, Wabasha County, Minnesota

Manageable topic

A manageable topic generally focuses on two to three important concepts. This allows a search to bring back enough information without having to look through thousands of items.These are examples of  manageable topics:

• keywords: leadership, employee retention
• keywords: socioeconomic status, academic achievement, elementary schools

What makes these topics problematic in terms of research?

This is very broad. What about obesity? Causes? Effects? Relationship to other issues? Add concepts to build a topic that is a better research choice.

Does mentoring improve the academic achievement of African American males in high school?

This is a fairly specific topic that includes concepts that are often researched. The topic may be fine for your paper, but you may need to remove some of the concepts when you search for articles. For example, many researchers will not limit their study to one gender, but they may include a gender breakdown in their results.

Does maternal attachment affect the ability of future accountants to comply with Sarbanes Oxley?

This exact topic is probably not of interest to researchers. While there are some researchers looking at maternal attachment and others who research Sarbanes Oxley, it's extremely unlikely that research has tied the two together.

What factors influence the growth of farmers' markets in Miami?

The addition of a location to this topic may result in very few results. Depending on the type of research you are doing (discussion, paper, dissertation), you may want to remove the geographic limit. Both the scope and the purpose of your research project will affect whether this topic needs to be refined.

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Examples of Research Paper Topics in Different Study Areas

Posted by Rene Tetzner | Sep 19, 2021 | How To Get Published | 0 |

72 Examples of Research Paper Topics in 18 Different Study Areas The examples of research paper topics listed in this post range across disciplines and fields of study to help a wide range of academics, scientists and students choose and develop topics with true research potential that will prove engaging not only for those authors, but also for their readers. A topic of particular personal interest & relevance to the researcher & his or her life tends to make the research and writing processes more exciting and enjoyable. It can also be helpful to know a little about a topic in advance, but prior knowledge is never as important as a true passion for a topic.

The topic chosen for a research paper must be appropriate for the field of study and observe any specific guidelines or requirements associated with the intended paper. The editor of a literary journal, for instance, or the instructor of a literature course will want a paper exploring some aspect of literature, usually the literature of a particular period, genre, style or author, and the same kind of focus will also be required in other research areas. The length and scope of the paper as well as the time available to complete the research and writing should certainly be considered when choosing a topic, and it is always wise to preview recently published sources on a topic to determine how the topic has been treated in scholarship and whether there is enough material to enable the new research. Topics that are of concern to both specialists and more general readers tend to be particularly successful, so I have aimed for topics of this kind in the list below. Areas of interest appear in alphabetical order, and helpful tips are offered amidst the example topics.

ANIMALS & ANIMAL RIGHTS 1. Consider animal testing in relation to animal rights. Do the benefits of animal testing outweigh the suffering of laboratory animals or not? This topic could be wide and general or very closely focussed on one kind of animal or the testing that takes place in a single laboratory. 2. Should animals be used by humans as food? This could include a study of slaughterhouses and processing facilities and perhaps an argument for or against a vegetarian or vegan diet. 3. There should (or should not) be greater penalties for cruelty to animals. Specific instances and their legal ramifications could be described and discussed as meaningful case studies. 4. Is it right to use animals in sports and entertainment? Animals that become hunting trophies, captive cetaceans entertaining tourists, rodeo horses, circus elephants, animals in film, etc. – the possibilities for discussion are virtually endless. Tip: Always be sure to support whatever argument you pursue with convincing evidence acquired through sound research methods. Opinions and feelings may play a part in choosing a research topic and formulating ideas, but they are not enough on their own, no matter how strong or fashionable they may be.

ART & ART HISTORY 1. Art is (or is not) a vital aspect of a primary (or secondary) school education and should (or should not) be included in the curriculum. Discuss. Tip: Since most authors of research papers are well educated, this is the type of topic that could easily include evidence derived from the researcher’s own experiences, whether positive or negative. 2. The importance (or perhaps role) of illustrations in children’s books. A selection of different examples to compare and contrast or a close focus on a particular book, series or author would prove effective. Alternatively, the use of art in books written for adults could be considered. 3. Discuss a work of art in relation to a poem or story, a piece of music, a remarkable building or some other product of human creativity. This topic encourages an interdisciplinary approach that can be particularly interesting, but careful thought should be given to choosing the pieces for comparison. 4. Art history courses often define and describe art periods, styles, schools and the like, so exploring the characteristics, development or impact of any of those or of a particular artist makes a good topic. If specialised terminology is required for this topic, it should be carefully explained and used both accurately and consistently.

COMPUTERS & COMPUTER SCIENCE 1. Mac versus PC: which computer is better and why? Opinions tend to be strong and in many cases uninformed on this issue, which can be an important point for discussion, but it is essential in a research paper to investigate and discuss the facts about the two types of computer. 2. Do spell checkers, grammar checkers and autocorrect functions strengthen or weaken the writing skills of computer users? Consider more than one of these tools in the investigation. 3. Identify the next great development in computer science and discuss why you think it will be so very important. 4. What role or roles do you think artificial intelligence is now playing and/or will in the future play in human evolution?

ECONOMICS & BUSINESS STUDIES 1. Is the wealth of the world distributed equally among its people? What could be done to promote greater equality? 2. Consider the consequences of some aspect of salaries or pay that is currently in the news, such as early-career professionals working for free, promotions given without raises or unacceptably low minimum wages. 3. In what ways and to what degree do social media and networking sites function as instruments for business promotion? 4. Are large corporations able to break the law and get away with it in ways that small businesses and individuals cannot? Why or why not? Tip: Topic 4 here is the type of topic for which there may be far more opinions than actual facts available, so it is important to be especially careful about the quality of evidence used to support an argument.

EDUCATION & SCHOOLS 1. Explore the benefits and drawbacks of a ‘no child left behind’ educational policy. 2. Bullying occurs in the schools of many countries. How serious do you think the problem is in your area, and what, if anything, could be done to improve the situation? 3. Plagiarism is on the rise in modern universities, yet many accused students appear not to understand their error. Explore the concept of plagiarism in the twenty-first century and discuss its consequences. 4. Does religion have a valid place in public schools? If so, what might its role be? If not, why not?

ENGLISH LITERATURE 1. Compare and contrast two different literary texts or the writing of two different authors. Consider a number of aspects such as genre, style, character development, metaphor, imagery and word play in examining and discussing the texts. Tip: Comparing and contrasting two or more things, events or problems in a research paper can be a useful approach for initiating and focussing an investigation. The secret to success is to choose the items for comparison with care and to narrow the topic as much as necessary for the intended paper. 2. Discuss the role, suppression and/or rediscovery of pre-twentieth-century women authors in the English literary canon as it is usually taught in schools. 3. Investigate and discuss the sophisticated use of irony to establish character and communicate potentially unwelcome concepts to readers in the writing of a major author such as Chaucer, Shakespeare or Dickens. 4. Does quality literature have a positive effect on society? Does it make readers wiser, more perceptive, more empathetic or perhaps better writers? Views can be supported with both personal and research-based evidence.

ENVIRONMENTAL STUDIES & GLOBAL WARMING 1. Is global warming a reality or a hoax? If it really is happening, what are the primary causes? Can humanity make a difference? 2. Oil and mineral exploration has recently taken place in and very close to wildlife reserves and national parks. Consider whether this should be allowed or not. 3. Investigate power sources in your region or country. Are they environmentally sound? What sources of alternate energy might be especially well suited to the area and why? 4. Learn all you can about an endangered wildlife species or group in your locality. Consider the current state of the animals, the reasons why they have become endangered and the actions that have been used and could be used to increase their chances of survival. Tip: A great deal of propaganda is generated around certain issues of current concern, and environmental matters are certainly among them. It is therefore imperative to look for the signs of authoritative scientific reporting as you conduct your research and to be both specific and precise in discussing subjects and events.

FAMILIES, FOOD & NUTRITION 1. Explore the relationship between nutrition and family health. This topic could easily be narrowed to focus, for instance, on breastfeeding and baby health or perhaps the health and social benefits of a family sitting down together over a home-cooked meal. 2. How have fast-food restaurants affected family nutrition and health? Should the menus of such restaurants be regulated? 3. Investigate local family farms and food producers in your area to determine how much of your diet could be acquired from these sources. What would be missing? Would an attempt to purchase as much of your food from local sources as possible result in changes to your diet? 4. Should parents be able to spank their children? Why or why not?

HEALTH & MEDICINE 1. Explore one of the health problems that currently pose particular challenges for humanity and are under intense investigation in the published scholarship: depression, Alzheimer’s, cancer, AIDS and autism are good examples. Consider how the condition affects individuals and society and what might be done to alleviate suffering and cost. 2. Study a group of teenagers under treatment for depression to discover common predictors of the disease and suggest how this information could help in the prevention of teenage depression. Tip: As the first two topics here indicate, when writing a research paper about human health an author should usually dedicate part of the discussion to improving the lives of the people under investigation. 3. Do the benefits of vaccinating children outweigh the risks? Consider different types of vaccinations, the frequency and nature of complications, and the risks to society. 4. Should healthcare and medication be available free of charge to all people? Why or why not?

HISTORY 1. Investigate and discuss the importance of a major historical event, such as the first moon landing or the assassination of J.F. Kennedy, of some decisive battle or war, such as the Battle of Hastings or the American Civil War, or of some revolutionary document, such as Magna Carta or the Declaration of Independence. Why was it so very important? 2. Did Columbus really ‘discover’ America first? Consider other voyagers – the Vikings and Chinese, for instance – as well as native populations. 3. Explore the role and importance of salt in world history. This topic could be productively narrowed to focus on a particular region or period. 4. Learn about a historical individual, family or group through their books. The extensive devotional library of a twelfth-century monastery, the single anthology of romances owned by a fifteenth-century merchant family or the esoteric book collection cherished by a renaissance scholar could be considered in terms of content and examined for reader responses. The possibilities are endless as long as the books can be firmly connected with their historical readers.

THE INTERNET 1. Has the internet affected the ways in which academic and scientific research is published and made available to readers? Consider factors such as open access, publisher paywalls, article retractions and scholarly blogs. 2. Does frequent use of the internet enhance or undermine a child’s health, development, education and/or social skills? Consider what children are doing online as well as what they might be doing were they not online. 3. How big an issue is online security or cyber security as far as you are concerned? What makes you feel safe and secure about your online activities? What might make you feel safer? 4. Examine one or more of the major problems associated with the internet such as child pornography, erroneous information or copyright infringement. Are there effective ways to prevent or eliminate such problems?

LAW 1. Look into the incarceration rates in your country. Are they higher or lower than the rates in other countries? Can you detect a reason for any significant differences? Do you think incarceration is an effective solution for managing crime and promoting the rehabilitation of criminals? 2. Gun control has been an issue of hot debate in recent years. Consider a variety of perspectives as you argue your view of the matter. 3. Should people be legally able to take their own lives when they are suffering from a debilitating terminal disease? Discuss. 4. Despite negative publicity and dire consequences, drivers continue to text while operating vehicles. Why do you think this happens and what would be the most effective way to prevent the problem?

MARKETING & COMMUNICATIONS 1. Marketing invades nearly every aspect of modern life. Based on your own experience and that of friends and family, do you think the impact of these impersonal communications is predominantly positive or negative? 2. What kind of regulations or limitations apply to marketing products to children in your country or region? Are they appropriate, inadequate or excessive? 3. Discuss the pros and cons of outsourcing customer services. Comparing the views of customers with that of businesses will no doubt prove enlightening. 4. Has all the communicating we do via text messaging, email, social media, blog sites and professional online platforms improved our ability to communicate in person? Be sure to share your reasoning and support your viewpoint.

POLITICS 1. Investigate and discuss the unique nature of the Trump presidency and its implications both within the United States and beyond. Tip: For many research paper topics, including the one above, it is essential to recognise your own national and political perspective (Republican American, Liberal Canadian, etc.), to achieve some level of objectivity and to support your argument with research-based evidence. 2. Examine the conditions and forces associated with the rise of Nazi Germany. Was WWII inevitable? The focus of this topic could be shifted to any major war, such as WWI, the Battle of Hastings or the American Civil War. Discussion of a war’s aftermath can be of interest as well. 3. An enormous amount of money is spent on political advertising during election campaigns, which usually leaves neighbourhoods cluttered with flyers and posters. Is this a legitimate expense? Should parties be responsible for cleaning up the litter after a campaign? 4. Choose a significant political scandal or event that has recently occurred in your country or region and discuss how it began or occurred, how news of it was spread and how it affected individuals and society in the area.

RELIGION & BELIEFS 1. Are dreams meaningful or simply games of the sleeping mind? Research a variety of perspectives on the matter and consider the possible functions and causes of dreams such as prophecy, therapy, eating before bed or falling asleep in an anxious or troubled state. 2. Why are religious cults so appealing and powerful? Consider individual cases in your discussion. 3. Does the regular attendance of citizens at formal religious services have an impact on crime in a region? This topic could be narrowed by choosing a specific type of crime or focussing on children, teenagers or families. 4. Education rather than indoctrination is an ideal for the role of religion in schools. How might this ideal be achieved? Tip: When discussing religion and beliefs, be sure to avoid unsubstantiated value judgements. Instead, base your interpretations firmly on the evidence gleaned from sound research practices.

SOCIOLOGY & SOCIAL CONCERNS 1. Should parents be allowed to engineer designer babies? Different situations and reasons for genetic manipulation should be considered along with a variety of perspectives on the matter. 2. The successful settlement of immigrants in a new country often depends upon the social services immediately available to them. What sort of financial, medical and educational assistance does your country provide for immigrants and refugees when they arrive? Should more or less be provided? 3. Terrorism creates a fear culture that can become a society’s own unintentional terrorist. Explore and discuss how this is true or false of the effects of terrorism in the twenty-first century. 4. Discuss gay rights in relation to your own community. Consider whether gay marriage is permitted, whether gay couples can adopt children, whether gay individuals are welcome at religious services and social events, whether gay pride is publicly displayed and other telltale signs. Could the situation be better?

TECHNOLOGY & INDUSTRIALISATION 1. How did the steel sword, the long bow, gunpowder, airplanes, biological warfare or the atomic bomb change the nature of warfare forever? The focus could be on one of these technological developments or two or more could be compared in a single paper. 2. Investigate how home computers, tablets and smart phones have changed human beings, their behaviours and their culture. Be sure to consult published scholarship on the topic as well as your own experience. Tip: The first of the topics above focuses on historical impacts, whereas the second investigates a current impact, but both should be approached in a research paper context with an equally formal and objective perspective. 3. Railroads and trains have been identified as primary forces in the exploitation, settlement and industrialisation of countries and continents. How is this true or not of your homeland? 4. How has the use of fossil fuels shaped the modern world? This topic could be narrowed to focus on a particular or local area or on one major effect of the predominance of fossil fuels, such as pollution from oil spills or the slow development of alternate energy sources.

WOMEN’S STUDIES 1. Many young women suffer from anorexia and bulimia. Learn all you can about these eating disorders, their causes and their symptoms. How significant is the impact and what might improve the situation? 2. Investigate a major event or development in women’s history, such as the suffrage movement, the admission of women to institutes of higher education, the Salem witch trials or the legalisation of birth control or abortion. What were the immediate and lasting implications of the event or development? 3. Women still tend to earn less money than men for performing the same jobs and duties. Consider specific examples as you discuss why this is the case and suggest how the problem might be realistically remedied. 4. Do beauty contests empower or objectify women? This topic might be shifted to focus instead on female strippers, nude centrefolds or the women who act in pornographic films.

Tip: When writing about research of the kind outlined in the last topic here, do remember to be tactful and professional when presenting evidence. The point is to persuade, not offend your readers.

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Summary This post provides seventy-two examples of engaging research paper topics arranged in eighteen different study areas

Examples of Research Paper Topics

About the author.

Rene Tetzner

Rene Tetzner's blog posts dedicated to academic and scientific writing and publishing. Although the focus is on publishing research papers in peer-reviewed journals, many other important aspects of research-based writing, editing and publishing are addressed in helpful detail.

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Home » 500+ Quantitative Research Titles and Topics

500+ Quantitative Research Titles and Topics

Table of Contents

Quantitative research involves collecting and analyzing numerical data to identify patterns, trends, and relationships among variables. This method is widely used in social sciences, psychology , economics , and other fields where researchers aim to understand human behavior and phenomena through statistical analysis. If you are looking for a quantitative research topic, there are numerous areas to explore, from analyzing data on a specific population to studying the effects of a particular intervention or treatment. In this post, we will provide some ideas for quantitative research topics that may inspire you and help you narrow down your interests.

Quantitative Research Titles

Quantitative Research Titles are as follows:

Business and Economics

• “Statistical Analysis of Supply Chain Disruptions on Retail Sales”
• “Quantitative Examination of Consumer Loyalty Programs in the Fast Food Industry”
• “Predicting Stock Market Trends Using Machine Learning Algorithms”
• “Influence of Workplace Environment on Employee Productivity: A Quantitative Study”
• “Impact of Economic Policies on Small Businesses: A Regression Analysis”
• “Customer Satisfaction and Profit Margins: A Quantitative Correlation Study”
• “Analyzing the Role of Marketing in Brand Recognition: A Statistical Overview”
• “Quantitative Effects of Corporate Social Responsibility on Consumer Trust”
• “Price Elasticity of Demand for Luxury Goods: A Case Study”
• “The Relationship Between Fiscal Policy and Inflation Rates: A Time-Series Analysis”
• “Factors Influencing E-commerce Conversion Rates: A Quantitative Exploration”
• “Examining the Correlation Between Interest Rates and Consumer Spending”
• “Standardized Testing and Academic Performance: A Quantitative Evaluation”
• “Teaching Strategies and Student Learning Outcomes in Secondary Schools: A Quantitative Study”
• “The Relationship Between Extracurricular Activities and Academic Success”
• “Influence of Parental Involvement on Children’s Educational Achievements”
• “Digital Literacy in Primary Schools: A Quantitative Assessment”
• “Learning Outcomes in Blended vs. Traditional Classrooms: A Comparative Analysis”
• “Correlation Between Teacher Experience and Student Success Rates”
• “Analyzing the Impact of Classroom Technology on Reading Comprehension”
• “Gender Differences in STEM Fields: A Quantitative Analysis of Enrollment Data”
• “The Relationship Between Homework Load and Academic Burnout”
• “Assessment of Special Education Programs in Public Schools”
• “Role of Peer Tutoring in Improving Academic Performance: A Quantitative Study”

Medicine and Health Sciences

• “The Impact of Sleep Duration on Cardiovascular Health: A Cross-sectional Study”
• “Analyzing the Efficacy of Various Antidepressants: A Meta-Analysis”
• “Patient Satisfaction in Telehealth Services: A Quantitative Assessment”
• “Dietary Habits and Incidence of Heart Disease: A Quantitative Review”
• “Correlations Between Stress Levels and Immune System Functioning”
• “Smoking and Lung Function: A Quantitative Analysis”
• “Influence of Physical Activity on Mental Health in Older Adults”
• “Antibiotic Resistance Patterns in Community Hospitals: A Quantitative Study”
• “The Efficacy of Vaccination Programs in Controlling Disease Spread: A Time-Series Analysis”
• “Role of Social Determinants in Health Outcomes: A Quantitative Exploration”
• “Impact of Hospital Design on Patient Recovery Rates”
• “Quantitative Analysis of Dietary Choices and Obesity Rates in Children”

Social Sciences

• “Examining Social Inequality through Wage Distribution: A Quantitative Study”
• “Impact of Parental Divorce on Child Development: A Longitudinal Study”
• “Social Media and its Effect on Political Polarization: A Quantitative Analysis”
• “The Relationship Between Religion and Social Attitudes: A Statistical Overview”
• “Influence of Socioeconomic Status on Educational Achievement”
• “Quantifying the Effects of Community Programs on Crime Reduction”
• “Public Opinion and Immigration Policies: A Quantitative Exploration”
• “Analyzing the Gender Representation in Political Offices: A Quantitative Study”
• “Impact of Mass Media on Public Opinion: A Regression Analysis”
• “Influence of Urban Design on Social Interactions in Communities”
• “The Role of Social Support in Mental Health Outcomes: A Quantitative Analysis”
• “Examining the Relationship Between Substance Abuse and Employment Status”

Engineering and Technology

• “Performance Evaluation of Different Machine Learning Algorithms in Autonomous Vehicles”
• “Material Science: A Quantitative Analysis of Stress-Strain Properties in Various Alloys”
• “Impacts of Data Center Cooling Solutions on Energy Consumption”
• “Analyzing the Reliability of Renewable Energy Sources in Grid Management”
• “Optimization of 5G Network Performance: A Quantitative Assessment”
• “Quantifying the Effects of Aerodynamics on Fuel Efficiency in Commercial Airplanes”
• “The Relationship Between Software Complexity and Bug Frequency”
• “Machine Learning in Predictive Maintenance: A Quantitative Analysis”
• “Wearable Technologies and their Impact on Healthcare Monitoring”
• “Quantitative Assessment of Cybersecurity Measures in Financial Institutions”
• “Analysis of Noise Pollution from Urban Transportation Systems”
• “The Influence of Architectural Design on Energy Efficiency in Buildings”

Quantitative Research Topics

Quantitative Research Topics are as follows:

• The effects of social media on self-esteem among teenagers.
• A comparative study of academic achievement among students of single-sex and co-educational schools.
• The impact of gender on leadership styles in the workplace.
• The correlation between parental involvement and academic performance of students.
• The effect of mindfulness meditation on stress levels in college students.
• The relationship between employee motivation and job satisfaction.
• The effectiveness of online learning compared to traditional classroom learning.
• The correlation between sleep duration and academic performance among college students.
• The impact of exercise on mental health among adults.
• The relationship between social support and psychological well-being among cancer patients.
• The effect of caffeine consumption on sleep quality.
• A comparative study of the effectiveness of cognitive-behavioral therapy and pharmacotherapy in treating depression.
• The relationship between physical attractiveness and job opportunities.
• The correlation between smartphone addiction and academic performance among high school students.
• The impact of music on memory recall among adults.
• The effectiveness of parental control software in limiting children’s online activity.
• The relationship between social media use and body image dissatisfaction among young adults.
• The correlation between academic achievement and parental involvement among minority students.
• The impact of early childhood education on academic performance in later years.
• The effectiveness of employee training and development programs in improving organizational performance.
• The relationship between socioeconomic status and access to healthcare services.
• The correlation between social support and academic achievement among college students.
• The impact of technology on communication skills among children.
• The effectiveness of mindfulness-based stress reduction programs in reducing symptoms of anxiety and depression.
• The relationship between employee turnover and organizational culture.
• The correlation between job satisfaction and employee engagement.
• The impact of video game violence on aggressive behavior among children.
• The effectiveness of nutritional education in promoting healthy eating habits among adolescents.
• The relationship between bullying and academic performance among middle school students.
• The correlation between teacher expectations and student achievement.
• The impact of gender stereotypes on career choices among high school students.
• The effectiveness of anger management programs in reducing violent behavior.
• The relationship between social support and recovery from substance abuse.
• The correlation between parent-child communication and adolescent drug use.
• The impact of technology on family relationships.
• The effectiveness of smoking cessation programs in promoting long-term abstinence.
• The relationship between personality traits and academic achievement.
• The correlation between stress and job performance among healthcare professionals.
• The impact of online privacy concerns on social media use.
• The effectiveness of cognitive-behavioral therapy in treating anxiety disorders.
• The relationship between teacher feedback and student motivation.
• The correlation between physical activity and academic performance among elementary school students.
• The impact of parental divorce on academic achievement among children.
• The effectiveness of diversity training in improving workplace relationships.
• The relationship between childhood trauma and adult mental health.
• The correlation between parental involvement and substance abuse among adolescents.
• The impact of social media use on romantic relationships among young adults.
• The effectiveness of assertiveness training in improving communication skills.
• The relationship between parental expectations and academic achievement among high school students.
• The correlation between sleep quality and mood among adults.
• The impact of video game addiction on academic performance among college students.
• The effectiveness of group therapy in treating eating disorders.
• The relationship between job stress and job performance among teachers.
• The correlation between mindfulness and emotional regulation.
• The impact of social media use on self-esteem among college students.
• The effectiveness of parent-teacher communication in promoting academic achievement among elementary school students.
• The impact of renewable energy policies on carbon emissions
• The relationship between employee motivation and job performance
• The effectiveness of psychotherapy in treating eating disorders
• The correlation between physical activity and cognitive function in older adults
• The effect of childhood poverty on adult health outcomes
• The impact of urbanization on biodiversity conservation
• The relationship between work-life balance and employee job satisfaction
• The effectiveness of eye movement desensitization and reprocessing (EMDR) in treating trauma
• The correlation between parenting styles and child behavior
• The effect of social media on political polarization
• The impact of foreign aid on economic development
• The relationship between workplace diversity and organizational performance
• The effectiveness of dialectical behavior therapy in treating borderline personality disorder
• The correlation between childhood abuse and adult mental health outcomes
• The effect of sleep deprivation on cognitive function
• The impact of trade policies on international trade and economic growth
• The relationship between employee engagement and organizational commitment
• The effectiveness of cognitive therapy in treating postpartum depression
• The correlation between family meals and child obesity rates
• The effect of parental involvement in sports on child athletic performance
• The impact of social entrepreneurship on sustainable development
• The relationship between emotional labor and job burnout
• The effectiveness of art therapy in treating dementia
• The correlation between social media use and academic procrastination
• The effect of poverty on childhood educational attainment
• The impact of urban green spaces on mental health
• The relationship between job insecurity and employee well-being
• The effectiveness of virtual reality exposure therapy in treating anxiety disorders
• The correlation between childhood trauma and substance abuse
• The effect of screen time on children’s social skills
• The impact of trade unions on employee job satisfaction
• The relationship between cultural intelligence and cross-cultural communication
• The effectiveness of acceptance and commitment therapy in treating chronic pain
• The correlation between childhood obesity and adult health outcomes
• The effect of gender diversity on corporate performance
• The impact of environmental regulations on industry competitiveness.
• The impact of renewable energy policies on greenhouse gas emissions
• The relationship between workplace diversity and team performance
• The effectiveness of group therapy in treating substance abuse
• The correlation between parental involvement and social skills in early childhood
• The effect of technology use on sleep patterns
• The impact of government regulations on small business growth
• The relationship between job satisfaction and employee turnover
• The effectiveness of virtual reality therapy in treating anxiety disorders
• The correlation between parental involvement and academic motivation in adolescents
• The effect of social media on political engagement
• The impact of urbanization on mental health
• The relationship between corporate social responsibility and consumer trust
• The correlation between early childhood education and social-emotional development
• The effect of screen time on cognitive development in young children
• The impact of trade policies on global economic growth
• The relationship between workplace diversity and innovation
• The effectiveness of family therapy in treating eating disorders
• The correlation between parental involvement and college persistence
• The effect of social media on body image and self-esteem
• The impact of environmental regulations on business competitiveness
• The relationship between job autonomy and job satisfaction
• The effectiveness of virtual reality therapy in treating phobias
• The correlation between parental involvement and academic achievement in college
• The effect of social media on sleep quality
• The impact of immigration policies on social integration
• The relationship between workplace diversity and employee well-being
• The effectiveness of psychodynamic therapy in treating personality disorders
• The correlation between early childhood education and executive function skills
• The effect of parental involvement on STEM education outcomes
• The impact of trade policies on domestic employment rates
• The relationship between job insecurity and mental health
• The effectiveness of exposure therapy in treating PTSD
• The correlation between parental involvement and social mobility
• The effect of social media on intergroup relations
• The impact of urbanization on air pollution and respiratory health.
• The relationship between emotional intelligence and leadership effectiveness
• The effectiveness of cognitive-behavioral therapy in treating depression
• The correlation between early childhood education and language development
• The effect of parental involvement on academic achievement in STEM fields
• The impact of trade policies on income inequality
• The relationship between workplace diversity and customer satisfaction
• The effectiveness of mindfulness-based therapy in treating anxiety disorders
• The correlation between parental involvement and civic engagement in adolescents
• The effect of social media on mental health among teenagers
• The impact of public transportation policies on traffic congestion
• The relationship between job stress and job performance
• The effectiveness of group therapy in treating depression
• The correlation between early childhood education and cognitive development
• The effect of parental involvement on academic motivation in college
• The impact of environmental regulations on energy consumption
• The relationship between workplace diversity and employee engagement
• The effectiveness of art therapy in treating PTSD
• The correlation between parental involvement and academic success in vocational education
• The effect of social media on academic achievement in college
• The impact of tax policies on economic growth
• The relationship between job flexibility and work-life balance
• The effectiveness of acceptance and commitment therapy in treating anxiety disorders
• The correlation between early childhood education and social competence
• The effect of parental involvement on career readiness in high school
• The impact of immigration policies on crime rates
• The relationship between workplace diversity and employee retention
• The effectiveness of play therapy in treating trauma
• The correlation between parental involvement and academic success in online learning
• The effect of social media on body dissatisfaction among women
• The impact of urbanization on public health infrastructure
• The relationship between job satisfaction and job performance
• The effectiveness of eye movement desensitization and reprocessing therapy in treating PTSD
• The correlation between early childhood education and social skills in adolescence
• The effect of parental involvement on academic achievement in the arts
• The impact of trade policies on foreign investment
• The relationship between workplace diversity and decision-making
• The effectiveness of exposure and response prevention therapy in treating OCD
• The correlation between parental involvement and academic success in special education
• The impact of zoning laws on affordable housing
• The relationship between job design and employee motivation
• The effectiveness of cognitive rehabilitation therapy in treating traumatic brain injury
• The correlation between early childhood education and social-emotional learning
• The effect of parental involvement on academic achievement in foreign language learning
• The impact of trade policies on the environment
• The relationship between workplace diversity and creativity
• The effectiveness of emotion-focused therapy in treating relationship problems
• The correlation between parental involvement and academic success in music education
• The effect of social media on interpersonal communication skills
• The impact of public health campaigns on health behaviors
• The relationship between job resources and job stress
• The effectiveness of equine therapy in treating substance abuse
• The correlation between early childhood education and self-regulation
• The effect of parental involvement on academic achievement in physical education
• The impact of immigration policies on cultural assimilation
• The relationship between workplace diversity and conflict resolution
• The effectiveness of schema therapy in treating personality disorders
• The correlation between parental involvement and academic success in career and technical education
• The effect of social media on trust in government institutions
• The impact of urbanization on public transportation systems
• The relationship between job demands and job stress
• The correlation between early childhood education and executive functioning
• The effect of parental involvement on academic achievement in computer science
• The effectiveness of cognitive processing therapy in treating PTSD
• The correlation between parental involvement and academic success in homeschooling
• The effect of social media on cyberbullying behavior
• The impact of urbanization on air quality
• The effectiveness of dance therapy in treating anxiety disorders
• The correlation between early childhood education and math achievement
• The effect of parental involvement on academic achievement in health education
• The impact of global warming on agriculture
• The effectiveness of narrative therapy in treating depression
• The correlation between parental involvement and academic success in character education
• The effect of social media on political participation
• The impact of technology on job displacement
• The relationship between job resources and job satisfaction
• The effectiveness of art therapy in treating addiction
• The correlation between early childhood education and reading comprehension
• The effect of parental involvement on academic achievement in environmental education
• The impact of income inequality on social mobility
• The relationship between workplace diversity and organizational culture
• The effectiveness of solution-focused brief therapy in treating anxiety disorders
• The correlation between parental involvement and academic success in physical therapy education
• The effect of social media on misinformation
• The impact of green energy policies on economic growth
• The relationship between job demands and employee well-being
• The correlation between early childhood education and science achievement
• The effect of parental involvement on academic achievement in religious education
• The impact of gender diversity on corporate governance
• The relationship between workplace diversity and ethical decision-making
• The correlation between parental involvement and academic success in dental hygiene education
• The effect of social media on self-esteem among adolescents
• The impact of renewable energy policies on energy security
• The effect of parental involvement on academic achievement in social studies
• The impact of trade policies on job growth
• The relationship between workplace diversity and leadership styles
• The correlation between parental involvement and academic success in online vocational training
• The effect of social media on self-esteem among men
• The impact of urbanization on air pollution levels
• The effectiveness of music therapy in treating depression
• The correlation between early childhood education and math skills
• The effect of parental involvement on academic achievement in language arts
• The impact of immigration policies on labor market outcomes
• The effectiveness of hypnotherapy in treating phobias
• The effect of social media on political engagement among young adults
• The impact of urbanization on access to green spaces
• The relationship between job crafting and job satisfaction
• The effectiveness of exposure therapy in treating specific phobias
• The correlation between early childhood education and spatial reasoning
• The effect of parental involvement on academic achievement in business education
• The impact of trade policies on economic inequality
• The effectiveness of narrative therapy in treating PTSD
• The correlation between parental involvement and academic success in nursing education
• The effect of social media on sleep quality among adolescents
• The impact of urbanization on crime rates
• The relationship between job insecurity and turnover intentions
• The effectiveness of pet therapy in treating anxiety disorders
• The correlation between early childhood education and STEM skills
• The effect of parental involvement on academic achievement in culinary education
• The impact of immigration policies on housing affordability
• The relationship between workplace diversity and employee satisfaction
• The effectiveness of mindfulness-based stress reduction in treating chronic pain
• The correlation between parental involvement and academic success in art education
• The effect of social media on academic procrastination among college students
• The impact of urbanization on public safety services.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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Sample research topics, breadcrumb menu.

Scientific research topics have many sources of inspiration including observations of natural phenomena, watching animal behavior, or reactions of people in life situations. Natural responses to these observations are to ask: Why did they do that? How did that happen? What if I did this?

A broad set of current research topics identified by scientists at The Ohio State University are the Discovery Themes which include:

• Brain Injury : Prevention and Treatment of Chronic Brain Injury
• Data Analytics : Translational Data Analytics and Decision Science
• Foods for Health : Personalized Food and Nutritional Metabolic Profiling to Improve Health
• Food Security : Resilient, Sustainable and Global Food Security for Health
• Infectious Diseases : Emerging and Re-Emerging Infectious Disease Detection, Treatment and Prevention
• Materials and Manufacturing for Sustainabilit y : Translational Materials and Innovation: Accelerating Global Sustainability
• Sustainable Economy :   Sustainability Science for Materials Innovation

Some past research topics include:

• Integration of the senses
• Exotic and native fishes habitat overlap
• Effect of mixing speed on ice cream quality
• Reducing ammonia volatilization from dairy cattle manure
• Relationship between hemoglobin concentration and fresh pork quality characteristics
• Use of landfill leachate to generate electricity in microbial fuel cells
• Effect of fat content on quality of ice cream
• The effect of sweeteners on ice cream characteristics

So, what do you want to explore?  

Home / Guides / Citation Guides / How to Cite Sources

How to Cite Sources

Here is a complete list for how to cite sources. Most of these guides present citation guidance and examples in MLA, APA, and Chicago.

If you’re looking for general information on MLA or APA citations , the EasyBib Writing Center was designed for you! It has articles on what’s needed in an MLA in-text citation , how to format an APA paper, what an MLA annotated bibliography is, making an MLA works cited page, and much more!

MLA Format Citation Examples

The Modern Language Association created the MLA Style, currently in its 9th edition, to provide researchers with guidelines for writing and documenting scholarly borrowings.  Most often used in the humanities, MLA style (or MLA format ) has been adopted and used by numerous other disciplines, in multiple parts of the world.

MLA provides standard rules to follow so that most research papers are formatted in a similar manner. This makes it easier for readers to comprehend the information. The MLA in-text citation guidelines, MLA works cited standards, and MLA annotated bibliography instructions provide scholars with the information they need to properly cite sources in their research papers, articles, and assignments.

• Book Chapter
• Conference Paper
• Documentary
• Encyclopedia
• Google Images
• Kindle Book
• Memorial Inscription
• Museum Exhibit
• Painting or Artwork
• PowerPoint Presentation
• Sheet Music
• Thesis or Dissertation
• YouTube Video

APA Format Citation Examples

The American Psychological Association created the APA citation style in 1929 as a way to help psychologists, anthropologists, and even business managers establish one common way to cite sources and present content.

APA is used when citing sources for academic articles such as journals, and is intended to help readers better comprehend content, and to avoid language bias wherever possible. The APA style (or APA format ) is now in its 7th edition, and provides citation style guides for virtually any type of resource.

Chicago Style Citation Examples

The Chicago/Turabian style of citing sources is generally used when citing sources for humanities papers, and is best known for its requirement that writers place bibliographic citations at the bottom of a page (in Chicago-format footnotes ) or at the end of a paper (endnotes).

The Turabian and Chicago citation styles are almost identical, but the Turabian style is geared towards student published papers such as theses and dissertations, while the Chicago style provides guidelines for all types of publications. This is why you’ll commonly see Chicago style and Turabian style presented together. The Chicago Manual of Style is currently in its 17th edition, and Turabian’s A Manual for Writers of Research Papers, Theses, and Dissertations is in its 8th edition.

Citing Specific Sources or Events

• Declaration of Independence
• Gettysburg Address
• Martin Luther King Jr. Speech
• President Obama’s Farewell Address
• President Trump’s Inauguration Speech
• White House Press Briefing

Additional FAQs

• Citing Archived Contributors
• Citing a Blog
• Citing a Book Chapter
• Citing a Source in a Foreign Language
• Citing an Image
• Citing a Song
• Citing Special Contributors
• Citing a Translated Article
• Citing a Tweet

6 Interesting Citation Facts

The world of citations may seem cut and dry, but there’s more to them than just specific capitalization rules, MLA in-text citations , and other formatting specifications. Citations have been helping researches document their sources for hundreds of years, and are a great way to learn more about a particular subject area.

Ever wonder what sets all the different styles apart, or how they came to be in the first place? Read on for some interesting facts about citations!

1. There are Over 7,000 Different Citation Styles

You may be familiar with MLA and APA citation styles, but there are actually thousands of citation styles used for all different academic disciplines all across the world. Deciding which one to use can be difficult, so be sure to ask you instructor which one you should be using for your next paper.

2. Some Citation Styles are Named After People

While a majority of citation styles are named for the specific organizations that publish them (i.e. APA is published by the American Psychological Association, and MLA format is named for the Modern Language Association), some are actually named after individuals. The most well-known example of this is perhaps Turabian style, named for Kate L. Turabian, an American educator and writer. She developed this style as a condensed version of the Chicago Manual of Style in order to present a more concise set of rules to students.

3. There are Some Really Specific and Uniquely Named Citation Styles

How specific can citation styles get? The answer is very. For example, the “Flavour and Fragrance Journal” style is based on a bimonthly, peer-reviewed scientific journal published since 1985 by John Wiley & Sons. It publishes original research articles, reviews and special reports on all aspects of flavor and fragrance. Another example is “Nordic Pulp and Paper Research,” a style used by an international scientific magazine covering science and technology for the areas of wood or bio-mass constituents.

4. More citations were created on  EasyBib.com  in the first quarter of 2018 than there are people in California.

The US Census Bureau estimates that approximately 39.5 million people live in the state of California. Meanwhile, about 43 million citations were made on EasyBib from January to March of 2018. That’s a lot of citations.

5. “Citations” is a Word With a Long History

The word “citations” can be traced back literally thousands of years to the Latin word “citare” meaning “to summon, urge, call; put in sudden motion, call forward; rouse, excite.” The word then took on its more modern meaning and relevance to writing papers in the 1600s, where it became known as the “act of citing or quoting a passage from a book, etc.”

6. Citation Styles are Always Changing

The concept of citations always stays the same. It is a means of preventing plagiarism and demonstrating where you relied on outside sources. The specific style rules, however, can and do change regularly. For example, in 2018 alone, 46 new citation styles were introduced , and 106 updates were made to exiting styles. At EasyBib, we are always on the lookout for ways to improve our styles and opportunities to add new ones to our list.

Why Citations Matter

Here are the ways accurate citations can help your students achieve academic success, and how you can answer the dreaded question, “why should I cite my sources?”

They Give Credit to the Right People

Citing their sources makes sure that the reader can differentiate the student’s original thoughts from those of other researchers. Not only does this make sure that the sources they use receive proper credit for their work, it ensures that the student receives deserved recognition for their unique contributions to the topic. Whether the student is citing in MLA format , APA format , or any other style, citations serve as a natural way to place a student’s work in the broader context of the subject area, and serve as an easy way to gauge their commitment to the project.

They Provide Hard Evidence of Ideas

Having many citations from a wide variety of sources related to their idea means that the student is working on a well-researched and respected subject. Citing sources that back up their claim creates room for fact-checking and further research . And, if they can cite a few sources that have the converse opinion or idea, and then demonstrate to the reader why they believe that that viewpoint is wrong by again citing credible sources, the student is well on their way to winning over the reader and cementing their point of view.

They Promote Originality and Prevent Plagiarism

The point of research projects is not to regurgitate information that can already be found elsewhere. We have Google for that! What the student’s project should aim to do is promote an original idea or a spin on an existing idea, and use reliable sources to promote that idea. Copying or directly referencing a source without proper citation can lead to not only a poor grade, but accusations of academic dishonesty. By citing their sources regularly and accurately, students can easily avoid the trap of plagiarism , and promote further research on their topic.

They Create Better Researchers

By researching sources to back up and promote their ideas, students are becoming better researchers without even knowing it! Each time a new source is read or researched, the student is becoming more engaged with the project and is developing a deeper understanding of the subject area. Proper citations demonstrate a breadth of the student’s reading and dedication to the project itself. By creating citations, students are compelled to make connections between their sources and discern research patterns. Each time they complete this process, they are helping themselves become better researchers and writers overall.

When is the Right Time to Start Making Citations?

Make in-text/parenthetical citations as you need them.

As you are writing your paper, be sure to include references within the text that correspond with references in a works cited or bibliography. These are usually called in-text citations or parenthetical citations in MLA and APA formats. The most effective time to complete these is directly after you have made your reference to another source. For instance, after writing the line from Charles Dickens’ A Tale of Two Cities : “It was the best of times, it was the worst of times…,” you would include a citation like this (depending on your chosen citation style):

(Dickens 11).

This signals to the reader that you have referenced an outside source. What’s great about this system is that the in-text citations serve as a natural list for all of the citations you have made in your paper, which will make completing the works cited page a whole lot easier. After you are done writing, all that will be left for you to do is scan your paper for these references, and then build a works cited page that includes a citation for each one.

Need help creating an MLA works cited page ? Try the MLA format generator on EasyBib.com! We also have a guide on how to format an APA reference page .

2. Understand the General Formatting Rules of Your Citation Style Before You Start Writing

While reading up on paper formatting may not sound exciting, being aware of how your paper should look early on in the paper writing process is super important. Citation styles can dictate more than just the appearance of the citations themselves, but rather can impact the layout of your paper as a whole, with specific guidelines concerning margin width, title treatment, and even font size and spacing. Knowing how to organize your paper before you start writing will ensure that you do not receive a low grade for something as trivial as forgetting a hanging indent.

Don’t know where to start? Here’s a formatting guide on APA format .

3. Double-check All of Your Outside Sources for Relevance and Trustworthiness First

Collecting outside sources that support your research and specific topic is a critical step in writing an effective paper. But before you run to the library and grab the first 20 books you can lay your hands on, keep in mind that selecting a source to include in your paper should not be taken lightly. Before you proceed with using it to backup your ideas, run a quick Internet search for it and see if other scholars in your field have written about it as well. Check to see if there are book reviews about it or peer accolades. If you spot something that seems off to you, you may want to consider leaving it out of your work. Doing this before your start making citations can save you a ton of time in the long run.

Finished with your paper? It may be time to run it through a grammar and plagiarism checker , like the one offered by EasyBib Plus. If you’re just looking to brush up on the basics, our grammar guides  are ready anytime you are.

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Article contents

Cognitive consistency in social cognition.

• Skylar M. Brannon Skylar M. Brannon Department of Psychology, University of Texas at Austin
•  and  Bertram Gawronski Bertram Gawronski Department of Psychology, University of Texas at Austin
• https://doi.org/10.1093/acrefore/9780190236557.013.314
• Published online: 28 March 2018

The desire to maintain consistency between cognitions has been recognized by many psychologists as an important human motive. Research on this topic has been highly influential in a variety of areas of social cognition, including attitudes, person perception, prejudice and stereotyping, and self-evaluation. In his seminal work on cognitive dissonance, Leon Festinger noted that inconsistencies between cognitions result in negative affect. Further, he argued that the motivation to maintain consistency is a basic motive that is intrinsically important. Subsequent theorists posed revisions to Festinger’s original theory, suggesting that consistency is only important to the extent that it allows one to maintain a desired self-view or to communicate traits to others. According to these theorists, the motivation to maintain consistency serves as a means toward a superordinate motive, not as an end in itself. Building on this argument, more recent perspectives suggest that consistency is important for the execution of context-appropriate action and the acquisition and validation of knowledge.

Several important lines of research grew out of the idea that cognitive consistency plays a central role in social information processing. One dominant line of research has aimed toward understanding how people deal with inconsistencies between their attitudes and their behaviors. Other research has investigated how individuals maintain their beliefs either by (1) avoiding exposure to contradictory information or (2) engaging in cognitive processes aimed toward reconciling an inconsistency after being exposed to contradictory information. Cognitive consistency perspectives have also been leveraged to understand (1) the conditions under which explicit and implicit evaluations correlate with one another, (2) when change in one type of evaluation corresponds with change in the other, and (3) the roles of distinct types of consistency principles underlying explicit and implicit evaluations.

Expanding on these works, newer lines of research have provided important revisions and extensions to early research on cognitive consistency, focusing on (1) the identification of inconsistency, (2) the elicitation of negative affect in response to inconsistency, and (3) behavioral responses aimed to restore inconsistency or mitigate the negative feelings arising from inconsistency. For example, some research has suggested that, instead of following the rules of formal logic, perceptions of (in)consistency are driven by “psycho-logic” in that individuals may perceive inconsistency when there is logical consistency, and vice versa. Further, reconciling conflicting research on the affective responses to inconsistency, recent work suggests that all inconsistencies first elicit negative affect, but immediate affective reactions may change in line with the hedonic experience of the event when an individual has time to make sense of the inconsistency. Finally, new frameworks have been proposed to unite a broad range of phenomena under one unifying umbrella, using the concept of cognitive consistency as a common denominator.

• cognitive consistency
• social cognition

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date: 01 June 2024

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Research Question

Ai generator.

A research question serves as the foundation of any academic study, driving the investigation and framing the scope of inquiry. It focuses the research efforts, ensuring that the study addresses pertinent issues systematically. Crafting a strong research question is essential as it directs the methodology, data collection, and analysis, ultimately shaping the study’s conclusions and contributions to the field.

What is a Research Question?

A research question is the central query that guides a study, focusing on a specific problem or issue. It defines the purpose and direction of the research, influencing the methodology and analysis. A well-crafted research question ensures the study remains relevant, systematic, and contributes valuable insights to the field.

Types of Research Questions

Research questions are a crucial part of any research project. They guide the direction and focus of the study. Here are the main types of research questions:

1. Descriptive Research Questions

These questions aim to describe the characteristics or functions of a specific phenomenon or group. They often begin with “what,” “who,” “where,” “when,” or “how.”

• What are the common symptoms of depression in teenagers?

2. Comparative Research Questions

These questions compare two or more groups or variables to identify differences or similarities.

• How do the academic performances of students in private schools compare to those in public schools?

3. Correlational Research Questions

These questions seek to identify the relationships between two or more variables. They often use terms like “relationship,” “association,” or “correlation.”

• Is there a relationship between social media usage and self-esteem among adolescents?

4. Causal Research Questions

These questions aim to determine whether one variable causes or influences another. They are often used in experimental research.

• Does a new teaching method improve student engagement in the classroom?

5. Exploratory Research Questions

These questions are used when the researcher is exploring a new area or seeking to understand a complex phenomenon. They are often open-ended.

• What factors contribute to the success of start-up companies in the tech industry?

6. Predictive Research Questions

These questions aim to predict future occurrences based on current or past data. They often use terms like “predict,” “forecast,” or “expect.”

• Can high school GPA predict college success?

7. Evaluative Research Questions

These questions assess the effectiveness or impact of a program, intervention, or policy .

• How effective is the new community outreach program in reducing homelessness?

8. Ethnographic Research Questions

These questions are used in qualitative research to understand cultural phenomena from the perspective of the participants.

• How do cultural beliefs influence healthcare practices in rural communities?

9. Case Study Research Questions

These questions focus on an in-depth analysis of a specific case, event, or instance.

• What were the critical factors that led to the failure of Company X?

10. Phenomenological Research Questions

These questions explore the lived experiences of individuals to understand a particular phenomenon.

• What is the experience of living with chronic pain?

Research Question Format

A well-formulated research question is essential for guiding your study effectively. Follow this format to ensure clarity and precision:

• Begin with a broad subject area.
• Example: “Education technology”
• Define a specific aspect or variable.
• Example: “Impact of digital tools”
• Decide if you are describing, comparing, or investigating relationships.
• Example: “Effectiveness”
• Identify who or what is being studied.
• Example: “High school students”
• Formulate the complete question.
• Example: “How effective are digital tools in enhancing the learning experience of high school students?”

Sample Format: “How [specific aspect] affects [target population] in [context]?” Example: “How does the use of digital tools affect the academic performance of high school students in urban areas?”

Research Question Examples

Research questions in business.

• “What are the primary factors influencing customer loyalty in the retail industry?”
• “How does employee satisfaction differ between remote work and in-office work environments in tech companies?”
• “What is the relationship between social media marketing and brand awareness among small businesses?”
• “How does implementing a four-day workweek impact productivity in consulting firms?”
• “What are the emerging trends in consumer behavior post-COVID-19 in the e-commerce sector?”
• “Why do some startups succeed in attracting venture capital while others do not?”
• “How effective is corporate social responsibility in enhancing brand reputation for multinational companies?”
• “How do decision-making processes in family-owned businesses differ from those in publicly traded companies?”
• “What strategies do successful entrepreneurs use to scale their businesses in competitive markets?”
• “How does supply chain management affect the operational efficiency of manufacturing firms?”

Research Questions in Education

• “What are the most common challenges faced by first-year teachers in urban schools?”
• “How do student achievement levels differ between traditional classrooms and blended learning environments?”
• “What is the relationship between parental involvement and student academic performance in elementary schools?”
• “How does the implementation of project-based learning affect critical thinking skills in middle school students?”
• “What are the emerging trends in the use of artificial intelligence in education?”
• “Why do some students perform better in standardized tests than others despite similar instructional methods?”
• “How effective is the flipped classroom model in improving student engagement and learning outcomes in high school science classes?”
• “How do teachers’ professional development programs impact teaching practices and student outcomes in rural schools?”
• “What strategies can be employed to reduce the dropout rate among high school students in low-income areas?”
• “How does classroom size affect the quality of teaching and learning in elementary schools?”

Research Questions in Health Care

• “What are the most common barriers to accessing mental health services in rural areas?”
• “How does patient satisfaction differ between telemedicine and in-person consultations in primary care?”
• “What is the relationship between diet and the incidence of type 2 diabetes in adults?”
• “How does regular physical activity influence the recovery rate of patients with cardiovascular diseases?”
• “What are the emerging trends in the use of wearable technology for health monitoring?”
• “Why do some patients adhere to their medication regimen while others do not despite similar health conditions?”
• “How effective are community-based health interventions in reducing obesity rates among children?”
• “How do interdisciplinary team meetings impact patient care in hospitals?”
• “What strategies can be implemented to reduce the spread of infectious diseases in healthcare settings?”
• “How does nurse staffing level affect patient outcomes in intensive care units?”

Research Questions in Computer Science

• “What are the key features of successful machine learning algorithms used in natural language processing?”
• “How does the performance of quantum computing compare to classical computing in solving complex optimization problems?”
• “What is the relationship between software development methodologies and project success rates in large enterprises?”
• “How does the implementation of cybersecurity protocols impact the frequency of data breaches in financial institutions?”
• “What are the emerging trends in blockchain technology applications beyond cryptocurrency?”
• “Why do certain neural network architectures outperform others in image recognition tasks?”
• “How effective are different code review practices in reducing bugs in open-source software projects?”
• “How do agile development practices influence team productivity and product quality in software startups?”
• “What strategies can improve the scalability of distributed systems in cloud computing environments?”
• “How does the choice of programming language affect the performance and maintainability of enterprise-level software applications?”

Research Questions in Psychology

• “What are the most common symptoms of anxiety disorders among adolescents?”
• “How does the level of job satisfaction differ between remote workers and in-office workers?”
• “What is the relationship between social media use and self-esteem in teenagers?”
• “How does cognitive-behavioral therapy (CBT) affect the severity of depression symptoms in adults?”
• “What are the emerging trends in the treatment of post-traumatic stress disorder (PTSD)?”
• “Why do some individuals develop resilience in the face of adversity while others do not?”
• “How effective are mindfulness-based interventions in reducing stress levels among college students?”
• “How does group therapy influence the social skills development of children with autism spectrum disorder?”
• “What strategies can improve the early diagnosis of bipolar disorder in young adults?”
• “How do sleep patterns affect cognitive functioning and academic performance in high school students?”

More Research Question Examples

Research question examples for students.

• “What are the primary study habits of high-achieving college students?”
• “How do academic performances differ between students who participate in extracurricular activities and those who do not?”
• “What is the relationship between time management skills and academic success in high school students?”
• “How does the use of technology in the classroom affect students’ engagement and learning outcomes?”
• “What are the emerging trends in online learning platforms for high school students?”
• “Why do some students excel in standardized tests while others struggle despite similar study efforts?”
• “How effective are peer tutoring programs in improving students’ understanding of complex subjects?”
• “How do different teaching methods impact the learning process of students with learning disabilities?”
• “What strategies can help reduce test anxiety among middle school students?”
• “How does participation in group projects affect the development of collaboration skills in university students?”

Research Question Examples for College Students

• “What are the most common stressors faced by college students during final exams?”
• “How does academic performance differ between students who live on campus and those who commute?”
• “What is the relationship between part-time employment and GPA among college students?”
• “How does participation in study abroad programs impact cultural awareness and academic performance?”
• “What are the emerging trends in college students’ use of social media for academic purposes?”
• “Why do some college students engage in academic dishonesty despite awareness of the consequences?”
• “How effective are university mental health services in addressing students’ mental health issues?”
• “How do different learning styles affect the academic success of college students in online courses?”
• “What strategies can be employed to improve retention rates among first-year college students?”
• “How does participation in extracurricular activities influence leadership skills development in college students?”

Research Question Examples in Statistics

• “What are the most common statistical methods used in medical research?”
• “How does the accuracy of machine learning models compare to traditional statistical methods in predicting housing prices?”
• “What is the relationship between sample size and the power of a statistical test in clinical trials?”
• “How does the use of random sampling affect the validity of survey results in social science research?”
• “What are the emerging trends in the application of Bayesian statistics in data science?”
• “Why do some datasets require transformation before applying linear regression models?”
• “How effective are bootstrapping techniques in estimating the confidence intervals of small sample data?”
• “How do different imputation methods impact the results of analyses with missing data?”
• “What strategies can improve the interpretation of interaction effects in multiple regression analysis?”
• “How does the choice of statistical software affect the efficiency of data analysis in academic research?”

Research Question Examples in Socialogy

• “What are the primary social factors contributing to urban poverty in major cities?”
• “How does the level of social integration differ between immigrants and native-born citizens in urban areas?”
• “What is the relationship between educational attainment and social mobility in different socioeconomic classes?”
• “How does exposure to social media influence political participation among young adults?”
• “What are the emerging trends in family structures and their impact on child development?”
• “Why do certain communities exhibit higher levels of civic engagement than others?”
• “How effective are community policing strategies in reducing crime rates in diverse neighborhoods?”
• “How do socialization processes differ in single-parent households compared to two-parent households?”
• “What strategies can be implemented to reduce racial disparities in higher education enrollment?”
• “How does the implementation of public housing policies affect the quality of life for low-income families?”

Research Question Examples in Biology

• “What are the primary characteristics of the various stages of mitosis in eukaryotic cells?”
• “How do the reproductive strategies of amphibians compare to those of reptiles?”
• “What is the relationship between genetic diversity and the resilience of plant species to climate change?”
• “How does the presence of pollutants in freshwater ecosystems impact the growth and development of aquatic organisms?”
• “What are the emerging trends in the use of CRISPR technology for gene editing in agricultural crops?”
• “Why do certain bacteria develop antibiotic resistance more rapidly than others?”
• “How effective are different conservation strategies in protecting endangered species?”
• “How do various environmental factors influence the process of photosynthesis in marine algae?”
• “What strategies can enhance the effectiveness of reforestation programs in tropical rainforests?”
• “How does the method of seed dispersal affect the spatial distribution and genetic diversity of plant populations?”

Research Question Examples in History

• “What were the key social and economic factors that led to the Industrial Revolution in Britain?”
• “How did the political systems of ancient Athens and ancient Sparta differ in terms of governance and citizen participation?”
• “What is the relationship between the Renaissance and the subsequent scientific revolution in Europe?”
• “How did the Treaty of Versailles contribute to the rise of Adolf Hitler and the onset of World War II?”
• “What are the emerging perspectives on the causes and impacts of the American Civil Rights Movement?”
• “Why did the Roman Empire decline and eventually fall despite its extensive power and reach?”
• “How effective were the New Deal programs in alleviating the effects of the Great Depression in the United States?”
• “How did the processes of colonization and decolonization affect the political landscape of Africa in the 20th century?”
• “What strategies did the suffragette movement use to secure voting rights for women in the early 20th century?”
• “How did the logistics and strategies of the D-Day invasion contribute to the Allied victory in World War II?”

Importance of Research Questions

Research questions are fundamental to the success and integrity of any study. Their importance can be highlighted through several key aspects:

• Research questions provide a clear focus and direction for the study, ensuring that the researcher remains on track.
• Example: “How does online learning impact student engagement in higher education?”
• They establish the boundaries of the research, determining what will be included or excluded.
• Example: “What are the effects of air pollution on respiratory health in urban areas?”
• Research questions dictate the choice of research design, methodology, and data collection techniques.
• Example: “What is the relationship between physical activity and mental health in adolescents?”
• They make the objectives of the research explicit, providing clarity and precision to the study’s goals.
• Example: “Why do some startups succeed in securing venture capital while others fail?”
• Well-crafted research questions emphasize the significance and relevance of the study, justifying its importance.
• Example: “How effective are public health campaigns in increasing vaccination rates among young adults?”
• They enable a systematic approach to inquiry, ensuring that the study is coherent and logically structured.
• Example: “What are the social and economic impacts of remote work on urban communities?”
• Research questions offer a framework for analyzing and interpreting data, guiding the researcher in making sense of the findings.
• Example: “How does social media usage affect self-esteem among teenagers?”
• By addressing specific gaps or exploring new areas, research questions ensure that the study contributes meaningfully to the existing body of knowledge.
• Example: “What are the emerging trends in the use of artificial intelligence in healthcare?”
• Clear and precise research questions increase the credibility and reliability of the research by providing a focused approach.
• Example: “How do educational interventions impact literacy rates in low-income communities?”
• They help in clearly communicating the purpose and findings of the research to others, including stakeholders, peers, and the broader academic community.
• Example: “What strategies are most effective in reducing youth unemployment in developing countries?”

Research Question vs. Hypothesis

Chracteristics of research questions.

Research questions are fundamental to the research process as they guide the direction and focus of a study. Here are the key characteristics of effective research questions:

1. Clear and Specific

• The question should be clearly articulated and specific enough to be understood without ambiguity.
• Example: “What are the effects of social media on teenagers’ mental health?” rather than “How does social media affect people?”

2. Focused and Researchable

• The question should be narrow enough to be answerable through research and data collection.
• Example: “How does participation in extracurricular activities impact academic performance in high school students?” rather than “How do activities affect school performance?”

3. Complex and Analytical

• The question should require more than a simple yes or no answer and should invite analysis and discussion.
• Example: “What factors contribute to the success of renewable energy initiatives in urban areas?” rather than “Is renewable energy successful?”

4. Relevant and Significant

• The question should address an important issue or problem in the field of study and contribute to knowledge or practice.
• Example: “How does climate change affect agricultural productivity in developing countries?” rather than “What is climate change?”

5. Feasible and Practical

• The question should be feasible to answer within the constraints of time, resources, and access to information.
• Example: “What are the challenges faced by remote workers in the tech industry during the COVID-19 pandemic?” rather than “What are the challenges of remote work?”

6. Original and Novel

• The question should offer a new perspective or explore an area that has not been extensively studied.
• Example: “How do virtual reality technologies influence empathy in healthcare training?” rather than “What is virtual reality?”
• The question should be framed in a way that ensures the research can be conducted ethically.
• Example: “What are the impacts of privacy laws on consumer data protection in the digital age?” rather than “How can we collect personal data more effectively?”

8. Open-Ended

• The question should encourage detailed responses and exploration, rather than limiting answers to a simple yes or no.
• Example: “In what ways do cultural differences affect communication styles in multinational companies?” rather than “Do cultural differences affect communication?”

9. Aligned with Research Goals

• The question should align with the overall objectives of the research project or study.
• Example: “How do early childhood education programs influence long-term academic achievement?” if the goal is to understand educational impacts.

10. Based on Prior Research

• The question should build on existing literature and research, identifying gaps or new angles to explore.
• Example: “What strategies have proven effective in reducing urban air pollution in European cities?” after reviewing current studies on air pollution strategies.

Benefits of Research Question

Research questions are fundamental to the research process and offer numerous benefits, which include the following:

1. Guides the Research Process

A well-defined research question provides a clear focus and direction for your study. It helps in determining what data to collect, how to collect it, and how to analyze it.

Benefit: Ensures that the research stays on track and addresses the specific issue at hand.

2. Clarifies the Purpose of the Study

Research questions help to articulate the purpose and objectives of the study. They make it clear what the researcher intends to explore, describe, compare, or test.

Benefit: Helps in communicating the goals and significance of the research to others, including stakeholders and funding bodies.

3. Determines the Research Design

The type of research question informs the research design, including the choice of methodology, data collection methods, and analysis techniques.

Benefit: Ensures that the chosen research design is appropriate for answering the specific research question, enhancing the validity and reliability of the results.

4. Enhances Literature Review

A well-crafted research question provides a framework for conducting a thorough literature review. It helps in identifying relevant studies, theories, and gaps in existing knowledge.

Benefit: Facilitates a comprehensive understanding of the topic and ensures that the research is grounded in existing literature.

5. Focuses Data Collection

Research questions help in identifying the specific data needed to answer them. This focus prevents the collection of unnecessary data and ensures that all collected data is relevant to the study.

Benefit: Increases the efficiency of data collection and analysis, saving time and resources.

6. Improves Data Analysis

Having a clear research question aids in the selection of appropriate data analysis methods. It helps in determining how the data will be analyzed to draw meaningful conclusions.

Benefit: Enhances the accuracy and relevance of the findings, making them more impactful.

7. Facilitates Hypothesis Formation

In quantitative research, research questions often lead to the development of hypotheses that can be tested statistically.

Benefit: Provides a basis for hypothesis testing, which is essential for establishing cause-and-effect relationships.

8. Supports Result Interpretation

Research questions provide a lens through which the results of the study can be interpreted. They help in understanding what the findings mean in the context of the research objectives.

Benefit: Ensures that the conclusions drawn from the research are aligned with the original aims and objectives.

9. Enhances Reporting and Presentation

A clear research question makes it easier to organize and present the research findings. It helps in structuring the research report or presentation logically.

Benefit: Improves the clarity and coherence of the research report, making it more accessible and understandable to the audience.

10. Encourages Critical Thinking

Formulating research questions requires critical thinking and a deep understanding of the subject matter. It encourages researchers to think deeply about what they want to investigate and why.

Benefit: Promotes a more thoughtful and analytical approach to research, leading to more robust and meaningful findings.

How to Write a Research Question

Crafting a strong research question is crucial for guiding your study effectively. Follow these steps to write a clear and focused research question:

Identify a Broad Topic:

Start with a general area of interest that you are passionate about or that is relevant to your field. Example: “Climate change”

Conduct Preliminary Research:

Explore existing literature and studies to understand the current state of knowledge and identify gaps. Example: “Impact of climate change on agriculture”

Narrow Down the Topic:

Focus on a specific aspect or issue within the broad topic to make the research question more manageable. Example: “Effect of climate change on crop yields”

Consider the Scope:

Ensure the question is neither too broad nor too narrow. It should be specific enough to be answerable but broad enough to allow for thorough exploration. Example: “How does climate change affect corn crop yields in the Midwest United States?”

Determine the Research Type:

Decide whether your research will be descriptive, comparative, relational, or causal, as this will shape your question. Example: “How does climate change affect corn crop yields in the Midwest United States over the past decade?”

Formulate the Question:

Write a clear, concise question that specifies the variables, population, and context. Example: “What is the impact of increasing temperatures and changing precipitation patterns on corn crop yields in the Midwest United States from 2010 to 2020?”

Ensure Feasibility:

Make sure the question can be answered within the constraints of your resources, time, and data availability. Example: “How have corn crop yields in the Midwest United States been affected by climate change-related temperature increases and precipitation changes between 2010 and 2020?”

Review and Refine:

Evaluate the question for clarity, focus, and relevance. Revise as necessary to ensure it is well-defined and researchable. Example: “What are the specific impacts of temperature increases and changes in precipitation patterns on corn crop yields in the Midwest United States from 2010 to 2020?”

What is a research question?

A research question is a specific query guiding a study’s focus and objectives, shaping its methodology and analysis.

Why is a research question important?

It provides direction, defines scope, ensures relevance, and guides the methodology of the research.

How do you formulate a research question?

Identify a topic, narrow it down, conduct preliminary research, and ensure it is clear, focused, and researchable.

What makes a good research question?

Clarity, specificity, feasibility, relevance, and the ability to guide the research effectively.

Can a research question change?

Yes, it can evolve based on initial findings, further literature review, and the research process.

What is the difference between a research question and a hypothesis?

A research question guides the study; a hypothesis is a testable prediction about the relationship between variables.

How specific should a research question be?

It should be specific enough to provide clear direction but broad enough to allow for comprehensive investigation.

What are examples of good research questions?

Examples include: “How does social media affect academic performance?” and “What are the impacts of climate change on agriculture?”

Can a research question be too broad?

Yes, a too broad question can make the research unfocused and challenging to address comprehensively.

What role does a research question play in literature reviews?

It helps identify relevant studies, guides the search for literature, and frames the review’s focus.

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Title: can graph learning improve task planning.

Abstract: Task planning is emerging as an important research topic alongside the development of large language models (LLMs). It aims to break down complex user requests into solvable sub-tasks, thereby fulfilling the original requests. In this context, the sub-tasks can be naturally viewed as a graph, where the nodes represent the sub-tasks, and the edges denote the dependencies among them. Consequently, task planning is a decision-making problem that involves selecting a connected path or subgraph within the corresponding graph and invoking it. In this paper, we explore graph learning-based methods for task planning, a direction that is orthogonal to the prevalent focus on prompt design. Our interest in graph learning stems from a theoretical discovery: the biases of attention and auto-regressive loss impede LLMs' ability to effectively navigate decision-making on graphs, which is adeptly addressed by graph neural networks (GNNs). This theoretical insight led us to integrate GNNs with LLMs to enhance overall performance. Extensive experiments demonstrate that GNN-based methods surpass existing solutions even without training, and minimal training can further enhance their performance. Additionally, our approach complements prompt engineering and fine-tuning techniques, with performance further enhanced by improved prompts or a fine-tuned model.

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AI on Trial: Legal Models Hallucinate in 1 out of 6 (or More) Benchmarking Queries

A new study reveals the need for benchmarking and public evaluations of AI tools in law.

Artificial intelligence (AI) tools are rapidly transforming the practice of law. Nearly  three quarters of lawyers plan on using generative AI for their work, from sifting through mountains of case law to drafting contracts to reviewing documents to writing legal memoranda. But are these tools reliable enough for real-world use?

Large language models have a documented tendency to “hallucinate,” or make up false information. In one highly-publicized case, a New York lawyer  faced sanctions for citing ChatGPT-invented fictional cases in a legal brief;  many similar cases have since been reported. And our  previous study of general-purpose chatbots found that they hallucinated between 58% and 82% of the time on legal queries, highlighting the risks of incorporating AI into legal practice. In his  2023 annual report on the judiciary , Chief Justice Roberts took note and warned lawyers of hallucinations. 

Across all areas of industry, retrieval-augmented generation (RAG) is seen and promoted as the solution for reducing hallucinations in domain-specific contexts. Relying on RAG, leading legal research services have released AI-powered legal research products that they claim  “avoid” hallucinations and guarantee  “hallucination-free” legal citations. RAG systems promise to deliver more accurate and trustworthy legal information by integrating a language model with a database of legal documents. Yet providers have not provided hard evidence for such claims or even precisely defined “hallucination,” making it difficult to assess their real-world reliability.

AI-Driven Legal Research Tools Still Hallucinate

In a new  preprint study by  Stanford RegLab and  HAI researchers, we put the claims of two providers, LexisNexis (creator of Lexis+ AI) and Thomson Reuters (creator of Westlaw AI-Assisted Research and Ask Practical Law AI)), to the test. We show that their tools do reduce errors compared to general-purpose AI models like GPT-4. That is a substantial improvement and we document instances where these tools provide sound and detailed legal research. But even these bespoke legal AI tools still hallucinate an alarming amount of the time: the Lexis+ AI and Ask Practical Law AI systems produced incorrect information more than 17% of the time, while Westlaw’s AI-Assisted Research hallucinated more than 34% of the time.

Read the full study, Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools

To conduct our study, we manually constructed a pre-registered dataset of over 200 open-ended legal queries, which we designed to probe various aspects of these systems’ performance.

Broadly, we investigated (1) general research questions (questions about doctrine, case holdings, or the bar exam); (2) jurisdiction or time-specific questions (questions about circuit splits and recent changes in the law); (3) false premise questions (questions that mimic a user having a mistaken understanding of the law); and (4) factual recall questions (questions about simple, objective facts that require no legal interpretation). These questions are designed to reflect a wide range of query types and to constitute a challenging real-world dataset of exactly the kinds of queries where legal research may be needed the most.

Figure 1: Comparison of hallucinated (red) and incomplete (yellow) answers across generative legal research tools.

These systems can hallucinate in one of two ways. First, a response from an AI tool might just be  incorrect —it describes the law incorrectly or makes a factual error. Second, a response might be  misgrounded —the AI tool describes the law correctly, but cites a source which does not in fact support its claims.

Given the critical importance of authoritative sources in legal research and writing, the second type of hallucination may be even more pernicious than the outright invention of legal cases. A citation might be “hallucination-free” in the narrowest sense that the citation  exists , but that is not the only thing that matters. The core promise of legal AI is that it can streamline the time-consuming process of identifying relevant legal sources. If a tool provides sources that  seem authoritative but are in reality irrelevant or contradictory, users could be misled. They may place undue trust in the tool's output, potentially leading to erroneous legal judgments and conclusions.

Figure 2:  Top left: Example of a hallucinated response by Westlaw's AI-Assisted Research product. The system makes up a statement in the Federal Rules of Bankruptcy Procedure that does not exist (and Kontrick v. Ryan, 540 U.S. 443 (2004) held that a closely related bankruptcy deadline provision was not jurisdictional). Top right: Example of a hallucinated response by LexisNexis's Lexis+ AI. Casey and its undue burden standard were overruled by the Supreme Court in Dobbs v. Jackson Women's Health Organization, 597 U.S. 215 (2022); the correct answer is rational basis review. Bottom left: Example of a hallucinated response by Thomson Reuters's Ask Practical Law AI. The system fails to correct the user’s mistaken premise—in reality, Justice Ginsburg joined the Court's landmark decision legalizing same-sex marriage—and instead provides additional false information about the case. Bottom right: Example of a hallucinated response from GPT-4, which generates a statutory provision that has not been codified.

RAG Is Not a Panacea

Figure 3: An overview of the retrieval-augmentation generation (RAG) process. Given a user query (left), the typical process consists of two steps: (1) retrieval (middle), where the query is embedded with natural language processing and a retrieval system takes embeddings and retrieves the relevant documents (e.g., Supreme Court cases); and (2) generation (right), where the retrieved texts are fed to the language model to generate the response to the user query. Any of the subsidiary steps may introduce error and hallucinations into the generated response. (Icons are courtesy of FlatIcon.)

Under the hood, these new legal AI tools use retrieval-augmented generation (RAG) to produce their results, a method that many tout as a potential solution to the hallucination problem. In theory, RAG allows a system to first  retrieve the relevant source material and then use it to  generate the correct response. In practice, however, we show that even RAG systems are not hallucination-free. 

We identify several challenges that are particularly unique to RAG-based legal AI systems, causing hallucinations. 

First, legal retrieval is hard. As any lawyer knows, finding the appropriate (or best) authority can be no easy task. Unlike other domains, the law is not entirely composed of verifiable  facts —instead, law is built up over time by judges writing  opinions . This makes identifying the set of documents that definitively answer a query difficult, and sometimes hallucinations occur for the simple reason that the system’s retrieval mechanism fails.

Second, even when retrieval occurs, the document that is retrieved can be an inapplicable authority. In the American legal system, rules and precedents differ across jurisdictions and time periods; documents that might be relevant on their face due to semantic similarity to a query may actually be inapposite for idiosyncratic reasons that are unique to the law. Thus, we also observe hallucinations occurring when these RAG systems fail to identify the truly binding authority. This is particularly problematic as areas where the law is in flux is precisely where legal research matters the most. One system, for instance, incorrectly recited the “undue burden” standard for abortion restrictions as good law, which was overturned in  Dobbs (see Figure 2). 

Third, sycophancy—the tendency of AI to agree with the user's incorrect assumptions—also poses unique risks in legal settings. One system, for instance, naively agreed with the question’s premise that Justice Ginsburg dissented in  Obergefell , the case establishing a right to same-sex marriage, and answered that she did so based on her views on international copyright. (Justice Ginsburg did not dissent in  Obergefell and, no, the case had nothing to do with copyright.) Notwithstanding that answer, here there are optimistic results. Our tests showed that both systems generally navigated queries based on false premises effectively. But when these systems do agree with erroneous user assertions, the implications can be severe—particularly for those hoping to use these tools to increase access to justice among  pro se and under-resourced litigants.

Responsible Integration of AI Into Law Requires Transparency

Ultimately, our results highlight the need for rigorous and transparent benchmarking of legal AI tools. Unlike other domains, the use of AI in law remains alarmingly opaque: the tools we study provide no systematic access, publish few details about their models, and report no evaluation results at all.

This opacity makes it exceedingly challenging for lawyers to procure and acquire AI products. The large law firm  Paul Weiss spent nearly a year and a half testing a product, and did not develop “hard metrics” because checking the AI system was so involved that it “makes any efficiency gains difficult to measure.” The absence of rigorous evaluation metrics makes responsible adoption difficult, especially for practitioners that are less resourced than Paul Weiss. 

The lack of transparency also threatens lawyers’ ability to comply with ethical and professional responsibility requirements. The bar associations of  California ,  New York , and  Florida have all recently released guidance on lawyers’ duty of supervision over work products created with AI tools. And as of May 2024,  more than 25 federal judges have issued standing orders instructing attorneys to disclose or monitor the use of AI in their courtrooms.

Without access to evaluations of the specific tools and transparency around their design, lawyers may find it impossible to comply with these responsibilities. Alternatively, given the high rate of hallucinations, lawyers may find themselves having to verify each and every proposition and citation provided by these tools, undercutting the stated efficiency gains that legal AI tools are supposed to provide.

Our study is meant in no way to single out LexisNexis and Thomson Reuters. Their products are far from the only legal AI tools that stand in need of transparency—a slew of startups offer similar products and have  made   similar   claims , but they are available on even more restricted bases, making it even more difficult to assess how they function. 

Based on what we know, legal hallucinations have not been solved.The legal profession should turn to public benchmarking and rigorous evaluations of AI tools. 

This story was updated on Thursday, May 30, 2024, to include analysis of a third AI tool, Westlaw’s AI-Assisted Research.

Paper authors: Varun Magesh is a research fellow at Stanford RegLab. Faiz Surani is a research fellow at Stanford RegLab. Matthew Dahl is a joint JD/PhD student in political science at Yale University and graduate student affiliate of Stanford RegLab. Mirac Suzgun is a joint JD/PhD student in computer science at Stanford University and a graduate student fellow at Stanford RegLab. Christopher D. Manning is Thomas M. Siebel Professor of Machine Learning, Professor of Linguistics and Computer Science, and Senior Fellow at HAI. Daniel E. Ho is the William Benjamin Scott and Luna M. Scott Professor of Law, Professor of Political Science, Professor of Computer Science (by courtesy), Senior Fellow at HAI, Senior Fellow at SIEPR, and Director of the RegLab at Stanford University. 

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