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One of the hardest parts of writing a research paper can be just finding a good topic to write about. Fortunately we've done the hard work for you and have compiled a list of 113 interesting research paper topics. They've been organized into ten categories and cover a wide range of subjects so you can easily find the best topic for you.

In addition to the list of good research topics, we've included advice on what makes a good research paper topic and how you can use your topic to start writing a great paper.

What Makes a Good Research Paper Topic?

Not all research paper topics are created equal, and you want to make sure you choose a great topic before you start writing. Below are the three most important factors to consider to make sure you choose the best research paper topics.

#1: It's Something You're Interested In

A paper is always easier to write if you're interested in the topic, and you'll be more motivated to do in-depth research and write a paper that really covers the entire subject. Even if a certain research paper topic is getting a lot of buzz right now or other people seem interested in writing about it, don't feel tempted to make it your topic unless you genuinely have some sort of interest in it as well.

#2: There's Enough Information to Write a Paper

Even if you come up with the absolute best research paper topic and you're so excited to write about it, you won't be able to produce a good paper if there isn't enough research about the topic. This can happen for very specific or specialized topics, as well as topics that are too new to have enough research done on them at the moment. Easy research paper topics will always be topics with enough information to write a full-length paper.

Trying to write a research paper on a topic that doesn't have much research on it is incredibly hard, so before you decide on a topic, do a bit of preliminary searching and make sure you'll have all the information you need to write your paper.

#3: It Fits Your Teacher's Guidelines

Don't get so carried away looking at lists of research paper topics that you forget any requirements or restrictions your teacher may have put on research topic ideas. If you're writing a research paper on a health-related topic, deciding to write about the impact of rap on the music scene probably won't be allowed, but there may be some sort of leeway. For example, if you're really interested in current events but your teacher wants you to write a research paper on a history topic, you may be able to choose a topic that fits both categories, like exploring the relationship between the US and North Korea. No matter what, always get your research paper topic approved by your teacher first before you begin writing.

113 Good Research Paper Topics

Below are 113 good research topics to help you get you started on your paper. We've organized them into ten categories to make it easier to find the type of research paper topics you're looking for.

Arts/Culture

  • Discuss the main differences in art from the Italian Renaissance and the Northern Renaissance .
  • Analyze the impact a famous artist had on the world.
  • How is sexism portrayed in different types of media (music, film, video games, etc.)? Has the amount/type of sexism changed over the years?
  • How has the music of slaves brought over from Africa shaped modern American music?
  • How has rap music evolved in the past decade?
  • How has the portrayal of minorities in the media changed?

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Current Events

  • What have been the impacts of China's one child policy?
  • How have the goals of feminists changed over the decades?
  • How has the Trump presidency changed international relations?
  • Analyze the history of the relationship between the United States and North Korea.
  • What factors contributed to the current decline in the rate of unemployment?
  • What have been the impacts of states which have increased their minimum wage?
  • How do US immigration laws compare to immigration laws of other countries?
  • How have the US's immigration laws changed in the past few years/decades?
  • How has the Black Lives Matter movement affected discussions and view about racism in the US?
  • What impact has the Affordable Care Act had on healthcare in the US?
  • What factors contributed to the UK deciding to leave the EU (Brexit)?
  • What factors contributed to China becoming an economic power?
  • Discuss the history of Bitcoin or other cryptocurrencies  (some of which tokenize the S&P 500 Index on the blockchain) .
  • Do students in schools that eliminate grades do better in college and their careers?
  • Do students from wealthier backgrounds score higher on standardized tests?
  • Do students who receive free meals at school get higher grades compared to when they weren't receiving a free meal?
  • Do students who attend charter schools score higher on standardized tests than students in public schools?
  • Do students learn better in same-sex classrooms?
  • How does giving each student access to an iPad or laptop affect their studies?
  • What are the benefits and drawbacks of the Montessori Method ?
  • Do children who attend preschool do better in school later on?
  • What was the impact of the No Child Left Behind act?
  • How does the US education system compare to education systems in other countries?
  • What impact does mandatory physical education classes have on students' health?
  • Which methods are most effective at reducing bullying in schools?
  • Do homeschoolers who attend college do as well as students who attended traditional schools?
  • Does offering tenure increase or decrease quality of teaching?
  • How does college debt affect future life choices of students?
  • Should graduate students be able to form unions?

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  • What are different ways to lower gun-related deaths in the US?
  • How and why have divorce rates changed over time?
  • Is affirmative action still necessary in education and/or the workplace?
  • Should physician-assisted suicide be legal?
  • How has stem cell research impacted the medical field?
  • How can human trafficking be reduced in the United States/world?
  • Should people be able to donate organs in exchange for money?
  • Which types of juvenile punishment have proven most effective at preventing future crimes?
  • Has the increase in US airport security made passengers safer?
  • Analyze the immigration policies of certain countries and how they are similar and different from one another.
  • Several states have legalized recreational marijuana. What positive and negative impacts have they experienced as a result?
  • Do tariffs increase the number of domestic jobs?
  • Which prison reforms have proven most effective?
  • Should governments be able to censor certain information on the internet?
  • Which methods/programs have been most effective at reducing teen pregnancy?
  • What are the benefits and drawbacks of the Keto diet?
  • How effective are different exercise regimes for losing weight and maintaining weight loss?
  • How do the healthcare plans of various countries differ from each other?
  • What are the most effective ways to treat depression ?
  • What are the pros and cons of genetically modified foods?
  • Which methods are most effective for improving memory?
  • What can be done to lower healthcare costs in the US?
  • What factors contributed to the current opioid crisis?
  • Analyze the history and impact of the HIV/AIDS epidemic .
  • Are low-carbohydrate or low-fat diets more effective for weight loss?
  • How much exercise should the average adult be getting each week?
  • Which methods are most effective to get parents to vaccinate their children?
  • What are the pros and cons of clean needle programs?
  • How does stress affect the body?
  • Discuss the history of the conflict between Israel and the Palestinians.
  • What were the causes and effects of the Salem Witch Trials?
  • Who was responsible for the Iran-Contra situation?
  • How has New Orleans and the government's response to natural disasters changed since Hurricane Katrina?
  • What events led to the fall of the Roman Empire?
  • What were the impacts of British rule in India ?
  • Was the atomic bombing of Hiroshima and Nagasaki necessary?
  • What were the successes and failures of the women's suffrage movement in the United States?
  • What were the causes of the Civil War?
  • How did Abraham Lincoln's assassination impact the country and reconstruction after the Civil War?
  • Which factors contributed to the colonies winning the American Revolution?
  • What caused Hitler's rise to power?
  • Discuss how a specific invention impacted history.
  • What led to Cleopatra's fall as ruler of Egypt?
  • How has Japan changed and evolved over the centuries?
  • What were the causes of the Rwandan genocide ?

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  • Why did Martin Luther decide to split with the Catholic Church?
  • Analyze the history and impact of a well-known cult (Jonestown, Manson family, etc.)
  • How did the sexual abuse scandal impact how people view the Catholic Church?
  • How has the Catholic church's power changed over the past decades/centuries?
  • What are the causes behind the rise in atheism/ agnosticism in the United States?
  • What were the influences in Siddhartha's life resulted in him becoming the Buddha?
  • How has media portrayal of Islam/Muslims changed since September 11th?

Science/Environment

  • How has the earth's climate changed in the past few decades?
  • How has the use and elimination of DDT affected bird populations in the US?
  • Analyze how the number and severity of natural disasters have increased in the past few decades.
  • Analyze deforestation rates in a certain area or globally over a period of time.
  • How have past oil spills changed regulations and cleanup methods?
  • How has the Flint water crisis changed water regulation safety?
  • What are the pros and cons of fracking?
  • What impact has the Paris Climate Agreement had so far?
  • What have NASA's biggest successes and failures been?
  • How can we improve access to clean water around the world?
  • Does ecotourism actually have a positive impact on the environment?
  • Should the US rely on nuclear energy more?
  • What can be done to save amphibian species currently at risk of extinction?
  • What impact has climate change had on coral reefs?
  • How are black holes created?
  • Are teens who spend more time on social media more likely to suffer anxiety and/or depression?
  • How will the loss of net neutrality affect internet users?
  • Analyze the history and progress of self-driving vehicles.
  • How has the use of drones changed surveillance and warfare methods?
  • Has social media made people more or less connected?
  • What progress has currently been made with artificial intelligence ?
  • Do smartphones increase or decrease workplace productivity?
  • What are the most effective ways to use technology in the classroom?
  • How is Google search affecting our intelligence?
  • When is the best age for a child to begin owning a smartphone?
  • Has frequent texting reduced teen literacy rates?

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How to Write a Great Research Paper

Even great research paper topics won't give you a great research paper if you don't hone your topic before and during the writing process. Follow these three tips to turn good research paper topics into great papers.

#1: Figure Out Your Thesis Early

Before you start writing a single word of your paper, you first need to know what your thesis will be. Your thesis is a statement that explains what you intend to prove/show in your paper. Every sentence in your research paper will relate back to your thesis, so you don't want to start writing without it!

As some examples, if you're writing a research paper on if students learn better in same-sex classrooms, your thesis might be "Research has shown that elementary-age students in same-sex classrooms score higher on standardized tests and report feeling more comfortable in the classroom."

If you're writing a paper on the causes of the Civil War, your thesis might be "While the dispute between the North and South over slavery is the most well-known cause of the Civil War, other key causes include differences in the economies of the North and South, states' rights, and territorial expansion."

#2: Back Every Statement Up With Research

Remember, this is a research paper you're writing, so you'll need to use lots of research to make your points. Every statement you give must be backed up with research, properly cited the way your teacher requested. You're allowed to include opinions of your own, but they must also be supported by the research you give.

#3: Do Your Research Before You Begin Writing

You don't want to start writing your research paper and then learn that there isn't enough research to back up the points you're making, or, even worse, that the research contradicts the points you're trying to make!

Get most of your research on your good research topics done before you begin writing. Then use the research you've collected to create a rough outline of what your paper will cover and the key points you're going to make. This will help keep your paper clear and organized, and it'll ensure you have enough research to produce a strong paper.

What's Next?

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These recommendations are based solely on our knowledge and experience. If you purchase an item through one of our links, PrepScholar may receive a commission.

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Christine graduated from Michigan State University with degrees in Environmental Biology and Geography and received her Master's from Duke University. In high school she scored in the 99th percentile on the SAT and was named a National Merit Finalist. She has taught English and biology in several countries.

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500 Good Research Paper Topics

Bonus Material: Essential essay checklist

Writing a research paper for a class and not sure how to start?

One of the most important steps to creating a great paper is finding a good topic! 

Here’s a hand-drafted list from a Princeton grad who has helped professors at Harvard and Yale edit their papers for publication and taught college writing at the University of Notre Dame and .

What’s more, we give you some foolproof formulas for creating your own paper topic to fit the requirements of your class.

Using these simple formulas, we’ve helped hundreds of students turn a B- paper topic into an A+ paper topic.

Keep reading for our list of 500 vetted research paper topics and our magic formulas for creating your own topic!

Of course, if you want help learning to write research papers tailored to your individual needs, check out our one-on-one writing coaching or academic writing workshop . Set up a free consultation to see how we can help you learn to write A+ papers!

Jump to paper topics in:

European & Mediterranean History

African history, asian history, history of the pre-columbian americas.

  • Latin American History

History of Science

Politics & public policy, education & education policy, political theory, science policy.

  • Health Sciences & Psychology

Download the essential essay checklist

What is a research paper?

In order to write a good research paper, it’s important to know what it is! 

In general, we can divide academic writing into three broad categories:

  • Analytical: analyze the tools an author uses to make their point
  • Research: delve deeply into a research topic and share your findings
  • Persuasive : argue a specific and nuanced position backed by evidence

What’s the difference between an analytical paper and a research paper? For an analytical paper, it’s okay to just use one or two sources (a book, poem, work of art, piece of music, etc.) and examine them in detail. For a research paper, however, the expectation is that you do, well . . . research .

student writing research paper

The depth of research that you’re expected to do will depend on your age and the type of class you’re taking.

In elementary or middle school, a “research paper” might mean finding information from a few general books or encyclopedias in your school library. 

In high school, your teachers might expect you to start using information from academic articles and more specific books. You might use encyclopedias and general works as a starting point, but you’ll be expected to go beyond them and do more work to synthesize information from different perspectives or different types of sources. You may also be expected to do “primary research,” where you study the source material yourself, instead of synthesizing what other people have written about the source material.

In college, you’ll be required to use academic journals and scholarly books, and your professors will now expect that you be more critical of these secondary sources, noticing the methodology and perspectives of whatever articles and books you’re using. 

In more advanced college courses, you’ll be expected to do more exhaustive surveys of the existing literature on a topic. You’ll need to conduct primary research that makes an original contribution to the field—the kind that could be published in a journal article itself.

For a walkthrough of the 12 essential steps to writing a good paper, check out our step-by-step guide .

student writing research paper

Working on a research paper? Grab our free checklist to make sure your essay has everything it needs to earn an A grade.

Get the essential essay checklist

What makes a good research paper topic?

One of the most important features of a research paper topic is that it has a clear, narrow focus. 

For example, your teacher may assign you to write a research paper related to the US Revolutionary War. Does that mean that your topic should be “the US Revolutionary War”? 

Definitely not! There’s no way to craft a good paper with in-depth research with such a broad topic. (Unless you’re in elementary or middle school, in which case it’s okay to have a more general topic for your research paper.)

Instead, you need to find a more specific topic within this broader one. There are endless ways that you can make this narrower! Some ideas generated from this one broader topic might be:

  • Causes of the US Revolutionary War
  • Changes in military strategy during the Revolutionary War
  • The experiences of Loyalists to England who remained in the American colonies during the Revolutionary War
  • How the Revolutionary War was pivotal for the career of Alexander Hamilton
  • The role of alliances with France during the US Revolutionary War
  • The experiences of people of color during the Revolutionary War
  • How George Washington’s previous military career paved the way for his leadership in the Revolutionary War
  • The main types of weaponry during the Revolutionary War
  • Changes in clothing and fashion over the courses of the Revolutionary War
  • How Valley Forge was a key moment in the Revolutionary War
  • How women contributed to the Revolutionary War
  • What happened in Amherst, Massachusetts during the Revolutionary War
  • Field medicine during the Revolutionary War
  • How the Battle of Saratoga was a turning point in the Revolutionary War
  • How different opinions about the Revolutionary War were reflected in poetry written during that time
  • Debates over abolition during the Revolutionary War
  • The importance of supply chains during the Revolutionary War
  • Reactions to the US Revolutionary war in Europe
  • How the US Revolutionary war impacted political theory in England and France
  • Similarities and differences between the US Revolutionary War and the French Revolution
  • Famous paintings inspired by the US Revolutionary War
  • Different ways that the US Revolutionary War has been depicted in modern contemporary culture
  • The appropriation of the “Boston Tea Party” by US politicians in the 2010s

This list could go on forever!

good research paper topics about the US Revolution

In fact, any of these topics could become even more specific. For example, check out the evolution of this topic:

  • Economic causes of the Revolutionary war
  • The way that tax policies helped lead to the Revolutionary War
  • How tax laws enacted 1763–1775 helped lead to the Revolutionary War
  • How the tax-free status of the British East India Company helped lead to the Revolutionary War
  • How the 1773 tax-free status of the British East India Company helped lead to the Revolutionary War, as reflected in letters written 1767–1775
  • How the 1773 tax-free status of the British East India Company helped lead to the Revolutionary War, as reflected in letters written by members of the Sons of Liberty 1767–1775

As you advance in your educational career, you’ll need to make your topic more and more specific. Steps 1–3 of this topic might be okay in high school, but for a college research paper steps 4–7 would be more appropriate!

As you craft your research paper topic, you should also keep in mind the availability of research materials on your subject. There are millions of topics that would make interesting research papers, but for which you yourself might not be able to investigate with the primary and secondary sources to which you have access.

Access to research materials might look like:

  • To the best of our knowledge, the sources exist somewhere
  • The source isn’t behind a paywall (or you or your school can pay for it)
  • Your school or local library has a copy of the source
  • Your school or local library can order a copy of the source for you
  • The source is in a language that you speak
  • The source has been published already (there’s tons of amazing research that hasn’t been published yet, a frustrating problem!)
  • You can access the archive, museum, or database where the primary source is held—this might mean online access or travel! To access a source in an archive or museum you’ll often need permission, which often requires a letter of support from your school.

If you’re not sure about access to source materials, talk to a librarian! They’re professionals for this question.

Finally, pick a research topic that interests you! Given that there are unlimited research topics in the world and many ways to adapt a broad topic, there should absolutely be a way to modify a research topic to fit your interests.

student writing research paper

Want help learning to write an amazing research paper? Work one-on-one with an experienced Ivy-League tutor to improve your writing skills or sign up for our bestselling academic writing workshop .

Insider tips to generate your own research paper topic

Use these formulas to generate your own research paper topics:

  • How did X change over a period of time (year, decade, century)?
  • What is the impact (or consequences) of X?
  • What led to X?
  • What is the role of X in Y?
  • How did X influence Y?
  • How did X become Y?
  • How was X different from Y?
  • How is X an example of Y?
  • How did X affect Y?
  • What were some reactions to X?
  • What are the most effective policies to produce X result?
  • What are some risks of X?
  • How is our current understanding of X incorrect? (advanced)
  • What happens if we look at X through the lens of Y theory or perspective? (advanced)

A good research paper topic often starts with the question words—why, how, what, who, and where. Remember to make it as specific as possible!

student writing research paper

Good research paper topics

These research paper topics have been vetted by a Princeton grad and academic book editor!

  • How did European rivalries (British vs French) impact North American history?
  • What was the role of British and French alliances with indigneous tribes during the Seven Years’ War?
  • Reactions to the 1754 Albany Congress among North American intellectual figures
  • How the Albany Plan served as a model for future attempts at union among the North American colonies
  • How did different religious identities (Calvinist, Catholic, etc.) play a role in the aftermath of the Seven Years’ War?
  • What were the consequences of the 1763 Treaty of Paris?
  • How did the Seven Years’ War impact British debt and colonial economics?
  • What were some causes of the US Revolutionary War?
  • How did military strategy change during the Revolutionary War?
  • What were the experiences of Loyalists to England who remained in the American colonies during the Revolutionary War?
  • How was the Revolutionary War pivotal for the career of Alexander Hamilton?
  • What was the role of alliances with France during the US Revolutionary War?
  • What were the experiences of people of color during the Revolutionary War?
  • How did George Washington’s previous military career pave the way for his leadership in the Revolutionary War?
  • What were the main types of weaponry during the Revolutionary War? How did that affect the options for military strategies?
  • How did clothing and fashion change over the courses of the Revolutionary War?
  • How was Valley Forge a key moment in the Revolutionary War?
  • How did women contribute to the Revolutionary War?
  • What happened in Amherst, Massachusetts (or any other specific location) during the Revolutionary War?
  • What was field medicine like during the Revolutionary War? 
  • How was the Battle of Saratoga a turning point in the Revolutionary War?
  • How were different opinions about the Revolutionary War reflected in poetry written during that time?
  • What were the debates over abolition during the Revolutionary War?
  • What was the role of supply chains during the Revolutionary War?
  • What were reactions to the US Revolutionary war like in Europe? What does that tell us about politics in England, France, the Netherlands, etc?
  • How did the US Revolutionary war impact political theory in England and France?
  • What are similarities and differences between the US Revolutionary War and the French Revolution?
  • What are some famous paintings inspired by the US Revolutionary War? What do differences between these paintings tell us about how the artists who created them saw the war?
  • What are some different ways that the US Revolutionary War has been depicted in modern contemporary culture? What does that tell us?
  • How was the story of the “Boston Tea Party” appropriated by US politicians in the 2010s, and why?
  • What was the difference between the Federalists and the Jeffersonians?
  • How did the 1797 XYZ Affair lead to the Quasi-War with France?
  • How were loans from European countries and companies (France, Spain, Dutch bankers) key to the early US?
  • What were reactions to the Constitutional Convention of 1787?
  • Why did the US remain neutral during the French Revolution?
  • How did the Alien and Sedition acts contribute to the election of Thomas Jefferson as president?
  • What was the US’s reaction to the Haitian revolution? Why did the US not recognize Haitian independence until 1862?
  • What were the reactions to John Jay’s Treaty of 1794?
  • How have the remarks made by George Washington in his Farewell Address inspired isolationist policies?
  • How did interpretations of the Monroe Doctrine change over the decades since its creation? 
  • How did the Roosevelt Corollary and Lodge Corollary change and expand the Monroe Doctrine?
  • How did the presence of US companies like the United Fruit Company affect US military interventions in Latin America? 
  • How was the Monroe Doctrine invoked in the Cuban Missile Crisis of 1962? 
  • How was US culture shaped by the Cold War?
  • How did ecology play a role in the rise of Ancient Egypt?
  • How did water management technologies impact Ancient Egypt?
  • How did bureaucracies function in Ancient Egypt?
  • How did Egyptian art influence Ancient Greek art?
  • Who could be a citizen in Athens in the 5th century BCE? What does this tell us about classical Athenian society?
  • What was the impact of the Peloponnesian War?
  • What was the impact of Alexander the Great’s attempt to create an empire?
  • How does the way that Alexander the Great is represented in art demonstrate conceptions about the relationship between the human and the divine?
  • Was there a conception of race in the ancient world? How were these ideas different from our own modern conceptions of race?
  • What was the role of debt slavery in the Roman republic? How were these policies ended, and what is the significance of the end of debt slavery? What kinds of slavery remained?
  • To what degree does the movie Gladiator accurately the Roman Empire in 176–192 CE?
  • What was the role of slavery in managing the large latifundia ?
  • How and why did the emperor Constantine I adopt Christianity?
  • How did patterns of urbanism in the latter Roman empire change? What does this tell us about challenges being faced at that time?
  • What do reactions to the Byzantine empress Theodora tell us about ideas of gender in 6th-century Byzantium?
  • How did scientific advancements in Islamic Spain influence the rest of Europe?
  • What was the relationship between Muslim, Christian, and Jewish populations in Islamic Spain? How does this compare to the experience of Muslim and Jewish populations in Christian Spain?
  • How did medieval troubadour poetry represent a new idea of romantic relationships?
  • What are similarities and differences between medieval troubadour poetry and lyric poetry in Ancient Greece? 
  • What do letters between women and popes tell us about gender, power, and religion in medieval Europe?
  • In what ways was Hildegard of Bingen groundbreaking for her time?
  • Who produced beer in medieval England, and what does this tell us about society?
  • How did the adoption of hops affect the production and distribution of beer?
  • How did beer production allow some women a way to be financially independent?
  • How was clothing used to mark religious and cultural identities in 15th- and 16th-century Spain?
  • How did print culture change relationships and courting in Georgian England?
  • How did churches function as social gathering spaces in Georgian England?
  • To what degree is Netflix’s Bridgerton series historically accurate?
  • How did ideas of love change in the 18th century? How did philosophy play a role in this?
  • When were Valentine cards first commercially available? What does that show us about cultural ideas of love and courtship?
  • What were the consequences of the desertification of the Sahara?
  • How did trade links on the Red Sea influence Nubian culture?
  • How did Carthage build power in Northern Africa around 600–500 BCE?
  • What was the impact of the Mercenary War (241–238 BCE) in Carthage?
  • How did the Roman province of Africa play a key role in financing the Roman Empire?
  • What were the consequences of the Donatist division in the 300s in Northern Africa?
  • What was the impact of the large-scale movement of Bedouins from the Arabian peninsula into the Maghreb?
  • How was Mande society organized in the Mali Empire? 
  • What was the role of the book trade in Timbuktu? What does this tell us about culture and learning in the Mali Empire?
  • How did Aksum use trade to build wealth and power? 
  • What do Nok terracotta sculptures tell us about Nok culture?
  • How did the Luba Empire create a centralized political system? How did the idea of spiritual kins ( balopwe ) play a role in this system?
  • How did tax collection work in the Lunda empire?
  • What does it mean to say that the Ajuran Empire was a hydraulic empire? How did control over water resources allow the Ajuran Empire to build and consolidate power?
  • What is the significance of diplomatic ties between the Somai Ajuran Empire and Ming dynasty China? 
  • How did the tribute system in the Kingdom of Kongo help to stimulate interregional trade?
  • What was the impact of the introduction of maize and cassava to the Kingdom of Kongo?
  • How did women wield influence in the Kingdom of Benin?
  • How did the Industrial Revolution in Europe help lead to the Scramble for Africa 1878–1898?
  • What were the consequences of the Second Boer War?
  • What happened in the Year of Africa (1960)?
  • How did the Han dynasty consolidate power in frontier regions? 
  • How and why did the Han dynasty nationalize the private salt and iron industries in 117 BCE?
  • What are the earliest records of papermaking, and what is the significance of this invention?
  • What was the role of Daoist religious societies in rebellions at the end of the Han dynasty (Yellow Turban Rebellion, Five Pecks of Rice Rebellion)?
  • What do tomb paintings tell us about ancient Chinese society?
  • What was the impact of the Sui dynasty’s standardization and re-unification of the coinage?
  • What was the role of standardized testing in Sui dynasty and Tang dynasty China?
  • Why is the Tang dynasty often regarded as a golden age of cosmopolitan culture in Chinese history?
  • What was the role of slavery in imperial China? 
  • How did the rise of jiedushi (regional military governments) undermine the civil-service system? What were the consequences of this?
  • How did Tang dynasty China exert power over Japan and Korea?
  • What was the Three Departments and Six Ministries system in imperial China and how did it work?
  • What does the appearance of Inca, Maya, and Aztec goods in North America (Utah, Canada) and the appearance of goods from the Great Lakes region in Maya and Aztec ruins tell us about trade in the Pre-Columbian Americas?
  • How did celebration of maize play a central role in Mesoamerican cultures?
  • How did the Aztec empire use relationships with client city-states to establish power? How did the Aztec empire use taxation to exert power?
  • How did the luxury good trade impact Aztec political power? 
  • How did the building of roads play a key role in the Aztec empire?
  • How and why has archaeology played a pivotal role in expanding our understanding of the pre-Columbian Americas?
  • What are some common misconceptions about the Americas in the year 1491? Why do these misconceptions exist?

Latin American History (post-1492)

  • How and why did the Spanish appropriate Aztec sites of significance (e.g. Mexico City at the site of Tenochtitlan)?
  • What were reactions among Latin American intellectuals (e.g. Luis María Drago, Alejandro Álvarez and Baltasar Brum) to the Monroe Doctrine?
  • How was the US’s involvement in the Venezuela Crisis of 1902–1903 a pivotal turning point in the relationship between the US and Latin American countries?
  • What were the effects of the US’s involvement in the Cuban War for Independence?
  • How did the Roosevelt Corollary of 1904 benefit the US?
  • How did Simon Bolivar’s time in Europe affect his ideas about Latin American independence?
  • How did 19th century academic societies play a role in the advancement of scientific discoveries? Who was excluded from these societies?
  • How was music connected to the sciences in medieval thinking?
  • When was the concept of zero first used, and how was it instrumental for advancements in math?
  • What role did Islamic Spain play in the spread of scientific advancements in medieval Europe?
  • What role has translation between languages played in the development of sciences?
  • Why were Galileo’s ideas about astronomy controversial at the time?
  • What was the connection between art and advancements in human anatomy?
  • Why were Darwin’s ideas about natural selection controversial at the time?
  • To what degree does the film Master and Commander accurately depict the voyages of Charles Darwin?
  • How did the discovery of quinine and other medical innovations help to facilitate the European colonization of Africa?
  • How and why was the internet invented?
  • Does Virgil’s Aeneid celebrate the new Roman Empire or subvert it?
  • Why was the poet Ovid exiled from Rome?
  • What are the pagan influences in Beowulf ? What are the Christian elements in Beowulf ? What does that tell us about late Anglo-Saxon England?
  • How does Chaucer’s Canterbury Tales reflect gender roles in late medieval England?
  • How does Dante’s Inferno draw on book IV of Virgil’s Aeneid ? 
  • How are gender roles presented and subverted in Shakespeare’s plays?
  • To what degree did Henry David Thoreau live out the ideals he described in Walden in his own life?
  • How did the serialized publication of novels affect the way that they were written?
  • Does Dickens’ novel A Tale of Two Cities accurately portray the French Revolution?
  • How did 18th-century novels propagate the idea of marrying for love?
  • What did contemporary readers think about Jane Austen and her novels?
  • To what degree do Jane Austen’s novels reflect economic realities for women in Regency England? What do they leave out?
  • How did Lord Byron’s personal life affect his poetry?
  • What do we know about the romantic life of Emily Dickinson?
  • What were the religious movements that influenced the writer George Eliot, and how do those influences appear in her novels?
  • In what ways were Walt Whitman’s writings new or different?
  • How did British poets react to the horrors of Word War I?
  • What do Tolkien’s letters reveal about the ways in which the two world wars influenced his writings?
  • How did the friendship between CS Lewis and Tolkien affect their respective writings?
  • What are the arguments for and against Catalonian independence from Spain?
  • What are the arguments for and against Scottish independence from the United Kingdom?
  • What are some risks of contact sports, especially for children?
  • What are the most effective policies for combating childhood obesity?
  • What are the most effective policies for reducing gun violence?
  • Which countries have the longest life expectancy and why?
  • What are some differences between the healthcare system in the US and in European countries? Which country has the most similar system to the US?
  • What policies for parental leave exist in different countries? What are some effects of these policies?
  • Has the drinking age in the US always been 21? What have been some different policies, and what were some consequences of them?
  • What is the debate around museum artifacts like the Elgin Marbles in London or the Benin Bronzes in Berlin?
  • How have politicians attempted to control population growth in different countries, either directly or indirectly? What have been some effects of these policies?
  • Which countries have the most gender parity reflected in national governments? How have they accomplished this?
  • How has public funding of K-12 education changed since the 1930s in the US? 
  • How has public funding of higher education changed in the US?
  • What is early childhood education like in different countries?
  • What are some effects of free or reduced-cost meals in schools?
  • How does access to menstrual products affect education outcomes for girls in different countries?
  • What was the impact of Rousseau’s writings on education?
  • How did Plato’s ideal forms of government reflect contemporary Athenian concerns about the unruly masses ( demos )?
  • How did Aristotle justify slavery?
  • How has wealth inequality increased in recent decades?
  • How is inflation calculated, and what are the implications of this methodology?
  • How have genetically-engineered crops changed the way that the planet feeds itself?
  • How has animal testing changed since 2000?
  • How is animal testing regulated differently in different countries?

Health Sciences and Psychology

  • How do different societies reflect the natural circadian rhythms of the human body?
  • How does secondhand smoke affect the human body?
  • How does lack of sleep affect the body?
  • How does stress affect the body?
  • What are some ways to reduce stress?
  • How have cancer treatments changed in the past 30 years?
  • Why is it hard to find a “cure” for cancer?
  • How has the Human Genome Project changed medical science?
  • How were the Covid vaccines developed so quickly? What is the difference between the various Covid vaccines that have been developed?

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Emily graduated  summa cum laude  from Princeton University and holds an MA from the University of Notre Dame. She was a National Merit Scholar and has won numerous academic prizes and fellowships. A veteran of the publishing industry, she has helped professors at Harvard, Yale, and Princeton revise their books and articles. Over the last decade, Emily has successfully mentored hundreds of students in all aspects of the college admissions process, including the SAT, ACT, and college application essay. 

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HBR’s Most-Read Research Articles of 2022

  • Dagny Dukach

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Insights on equity, leadership, and becoming your best self.

The new year is a great time to set ambitious goals. But alongside our plans for the future, it’s also helpful to acknowledge all the challenges we’ve faced — and the progress we’ve made — in the last 12 months. In this end-of-year roundup, we share key insights and trends from HBR’s most-read research articles of 2022, exploring topics from embracing a new identity to fostering equity in the workplace and beyond.

For many of us, the arrival of a new year can be equal parts inspiring and daunting. While the promise of a fresh start is often welcome, it’s also a reminder of all the challenges we faced in the last 12 months — and all those still awaiting us, that we have yet to overcome.

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  • Dagny Dukach is a former associate editor at Harvard Business Review.

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Ever struggled to find the perfect topic for your research paper ? We get it – it can be a bit overwhelming. 

Picking something interesting and valuable for your academic journey isn't always easy. But don't worry, we're here to help!

Here, we have listed more than 300 research paper ideas for a variety of subjects.

These topics can help you get creative and find the inspiration you need. 

So read on! 

Arrow Down

  • 1. What are Good Topics for a Research Paper? 
  • 2. Research Paper Topics for Your Academic Level
  • 3. Research Paper Topics for Science & Technology
  • 4. Research Paper Topics For Social Sciences
  • 5. Research Paper Topics for Humanities
  • 6. Research Paper Topics on Economics
  • 7. Research Paper Topics Related to Marketing
  • 8. Best Research Paper Topics 2023
  • 9. How to Choose a Good Research Paper Topic?

What are Good Topics for a Research Paper? 

An interesting research topic is the one that has the following characteristics:

  • Specific and Clear . The topic should cover a specific aspect or question within a broader subject area. A focused topic allows for in-depth exploration.
  • Original and Unique - Great research topics are original. They explore a unique angle or perspective on a subject.
  • Significant - Good topics have academic or real-world significance. They contribute to existing knowledge or address a problem with practical implications.
  • Relevant - Topics that are timely and related to the current issues and debates in your field of study are better for research.

Research Paper Topics for Your Academic Level

All students get research writing assignments, whether they are in high school, college, or higher. Here are some engaging ideas suitable for different academic levels.

High School Research Essay Topics

  • Examine the impact of social media on teenagers' well-being.
  • Assess the effects of climate change and its consequences.
  • Analyze the dynamics of cyberbullying and online safety.
  • Explore the influence of music on adolescents.
  • Investigate the importance of financial literacy education.
  • Assess gender inequality in high school sports programs.
  • Examine the impact of technology on the education system.
  • Analyze youth voting trends and political engagement.
  • Investigate the role of video games in cognitive development.
  • Assess teenage substance abuse and prevention programs.

College Research Paper Topics 

  • IELTS vs. TOEFL - Discuss the similarities and differences.
  • College admission policies and criteria in the United States.
  • How to plan to pay college tuition?
  • Elaborate on ACT vs. SAT.
  • Benefits of Distance Learning.
  • Impacts of China's one-child policy.
  • Do college students learn better in same-sex classrooms?
  • Effect of the No Child Left Behind Act.
  • Analyze the history of the relationship between the United States and North Korea.
  • Should people be able to donate organs in exchange for money?

Graduate Research Paper Topics

  • The Impact of Artificial Intelligence on Business Operations and Strategy
  • Environmental Sustainability in Supply Chain Management: Strategies for Global Corporations
  • The Ethical Implications of Gene Editing Technologies: CRISPR-Cas9 and Beyond
  • Financial Derivatives and Risk Management: Advanced Strategies for Portfolio Optimization
  • The Role of Big Data Analytics in Healthcare: Improving Patient Care and Outcomes
  • Cybersecurity Threats and Mitigation in Critical Infrastructure: A Comprehensive Analysis
  • The Intersection of International Trade and Intellectual Property Rights: Trade Agreements and Dispute Resolution
  • Exploring the Impacts of Climate Change on Urban Planning and Infrastructure
  • Educational Leadership and School Reform in the 21st Century: Innovative Approaches and Challenges
  • Theoretical Advances in Quantum Computing: Applications, Limitations, and Future Prospects

Research Paper Topics for Science & Technology

Looking for research paper ideas in your discipline? The list of topics below covers a variety of subjects and disciplines to help you out.

Research Paper Topics for Computer Science 

  • Quantum Computing: Current State and Future Prospects
  • Artificial Intelligence in Healthcare: Diagnosis and Treatment
  • Blockchain Technology and Its Applications Beyond Cryptocurrency
  • Cybersecurity in the Age of IoT: Challenges and Solutions
  • The Ethical Implications of Machine Learning Algorithms
  • Natural Language Processing for Sentiment Analysis in Social Media
  • The Role of Computer Vision in Autonomous Vehicles
  • Big Data Analytics for Business Intelligence and Decision-Making
  • Human-Computer Interaction: Enhancing User Experience
  • The Evolution of Cloud Computing: Trends and Innovations

Research Paper Topics in Machine Learning

  • Explainable AI (XAI): Techniques and Challenges in Interpretable Machine Learning Models
  • Federated Learning: Privacy-Preserving Machine Learning Across Decentralized Data Sources
  • Transfer Learning in Deep Neural Networks: Methods, Applications, and Limitations
  • Reinforcement Learning: Recent Advances and Real-World Applications
  • Bias and Fairness in Machine Learning: Detection, Mitigation, and Ethical Considerations
  • Multi-Modal Learning: Integrating Data from Multiple Sources for Improved Performance
  • Generative Adversarial Networks (GANs): Innovations in Image Generation and Beyond
  • Natural Language Processing (NLP) for Healthcare: Applications in Clinical Data Analysis and Diagnosis
  • AutoML (Automated Machine Learning): Tools, Challenges, and Implications for Non-Experts
  • Quantum Machine Learning: Harnessing Quantum Computing for Advanced Data Analysis

Research Paper Topics in Chemistry

  • Green Chemistry: Sustainable Approaches to Chemical Synthesis
  • Nanotechnology in Drug Delivery: Innovations and Challenges
  • Chemical Analysis of Environmental Pollutants and Their Remediation
  • Advancements in Organic Synthesis: New Methods and Strategies
  • The Role of Catalysis in Industrial Chemical Processes
  • Chemical Kinetics: Studying Reaction Rates and Mechanisms
  • Analytical Chemistry Techniques for Food Safety and Quality Control
  • Supramolecular Chemistry: Self-assembly and Molecular Recognition
  • The Chemistry of Renewable Energy Sources
  • Chemical Bonding in Complex Molecules: Insights from Quantum Chemistry

Information Technology Research Paper Topics

  • The Impact of Artificial Intelligence on Information Technology
  • Blockchain Technology: Security and Privacy Implications
  • Data Governance and Compliance in the Digital Age
  • Cloud Computing Adoption Strategies for Small and Medium Enterprises
  • Internet of Things (IoT) Security Challenges and Solutions
  • E-Government: Advancements and Challenges in Digital Transformation
  • The Role of Machine Learning in Healthcare Data Management
  • Cybersecurity Threat Intelligence: Trends and Best Practices
  • Digital Twins and their Applications in Industry 4.0
  • Human-Centric IT: Designing Systems with User Well-being in Mind

Research Paper Topics Environmental Science

  • Climate Change and Its Impact on Global Ecosystems
  • Biodiversity Conservation and Habitat Restoration
  • Sustainable Agriculture Practices for Food Security
  • Air Pollution Control Strategies in Urban Environments
  • The Effects of Deforestation on Watersheds and Biodiversity
  • Waste Management and Recycling: Towards a Circular Economy
  • Ocean Acidification and Coral Reef Conservation
  • Environmental Impacts of Renewable Energy Technologies
  • Eco-friendly Transportation Solutions: Promoting Sustainable Mobility
  • Human Health and Environmental Pollution: Assessing Risks and Mitigation

Research Paper Topics for Medical Students

  • The Role of Telemedicine in Improving Healthcare Access and Delivery
  • Epidemiology and Management of Infectious Diseases: A Focus on Emerging Pathogens
  • Precision Medicine and Personalized Healthcare: Advancements and Challenges
  • Ethical Considerations in Medical Research: Informed Consent and Human Rights
  • Mental Health in Medical Education: Strategies for Reducing Burnout and Promoting Well-being
  • Global Health Disparities: Analyzing Causes and Strategies for Health Equity
  • Advancements in Surgical Techniques and Robotics in Medicine
  • The Opioid Epidemic: Causes, Consequences, and Solutions
  • Healthcare for Underserved Populations: Access, Barriers, and Innovations
  • Medical Innovations in Diagnostic Imaging: Impact on Patient Care and Diagnosis

Research Paper Topics in Zoology

  • The Impact of Climate Change on Wildlife Migration Patterns and Habitats
  • Behavioral Ecology of Apex Predators: From Wolves to Tigers
  • Zoonotic Diseases: Investigating the Transmission of Diseases Between Animals and Humans
  • Marine Biology and Conservation: Coral Reefs, Ocean Acidification, and Marine Biodiversity
  • The Role of Zoos in Conservation and Species Preservation
  • Invasive Species: Ecological Impacts and Management Strategies
  • Bird Migration and Navigation: Mechanisms and Conservation Implications
  • Animal Communication and Language: Insights from Studies on Dolphins and Primates
  • Endangered Species Recovery Programs: Successes, Failures, and Lessons Learned
  • Evolutionary Biology: The Coevolution of Predators and Prey

Research Paper Topics For Social Sciences

Are you a student of social sciences? The list of research paper topics below is for you!

History Research Paper Topics

  • The Causes and Consequences of the American Civil War
  • The Impact of the Industrial Revolution on Society and Labor
  • The Rise and Fall of the Roman Empire: Lessons from History
  • Women's Suffrage Movements Around the World
  • The Cold War: Origins, Conflicts, and Effects on Global Politics
  • The Role of Religion in Ancient Civilizations: Egypt, Mesopotamia, and Greece
  • The Renaissance Era: Art, Science, and Cultural Transformation
  • The Development of Culture in Mughal India
  • The Decolonization of Africa and Asia: Struggles for Independence
  • The Civil Rights Movement in the United States: Progress and Challenges

Research Paper Topics for Education

  • The Impact of Technology in the Classroom: Enhancing Learning or Distracting Students?
  • Inclusive Education: Strategies for Supporting Students with Disabilities
  • The Role of Parental Involvement in Student Academic Achievement
  • Education and Socioeconomic Inequality: Bridging the Gap
  • The Effectiveness of Online Learning: Pros and Cons
  • Early Childhood Education: The Importance of Preschool Programs
  • Teacher Burnout and Strategies for Teacher Well-being
  • The Influence of Standardized Testing on Curriculum and Instruction
  • Culturally Responsive Teaching: Promoting Diversity and Inclusion
  • Education Policy Reform: Challenges and Impacts on Student Success

Sociology Research Paper Topics 

  • The Impact of Social Media on Social Interaction and Relationships
  • Gender Inequality in the Workplace: Causes, Consequences, and Solutions
  • Racial Profiling and Policing: Examining Bias and Discrimination
  • The Sociology of Deviance: Understanding Criminal Behavior
  • Income Inequality and Its Effects on Society
  • The Influence of Family Structure on Child Development
  • Migration and the Social Integration of Immigrants
  • Environmental Sociology: Exploring the Relationship Between Society and the Environment
  • The Role of Religion in Shaping Societal Norms and Values
  • Health Disparities in Marginalized Communities: A Sociological Perspective

Psychology Research Paper Topics

  • The Impact of Childhood Trauma on Adult Mental Health
  • Psychological Effects of Social Media Use on Adolescents
  • Stress and Coping Mechanisms: Strategies for Resilience
  • The Psychology of Decision-Making: Biases and Heuristics
  • The Role of Attachment Theory in Parent-Child Relationships
  • Mental Health Stigma: Barriers to Seeking and Receiving Treatment
  • The Effects of Sleep Deprivation on Cognitive Functioning
  • Psychological Factors in Addiction and Recovery
  • Cognitive Development in Infants: Theories and Milestones
  • The Psychology of Happiness and Well-being: Factors and Interventions

Research Paper Topics On Media And Communication

  • The Influence of Social Media on Political Discourse and Public Opinion
  • Media Bias: Examining News Coverage and Its Impact on Perception
  • The Evolution of Journalism in the Digital Age: Challenges and Opportunities
  • The Effects of Advertising on Consumer Behavior and Purchasing Decisions
  • Media Literacy Education: Preparing Citizens for a Digital World
  • The Role of Media in Shaping Gender Stereotypes and Representation
  • Fake News and Misinformation: Causes, Consequences, and Solutions
  • Cultural Appropriation in Media: Analyzing Its Implications
  • Media and Crisis Communication: Case Studies and Best Practices
  • Media Effects on Body Image and Self-esteem: Exploring the Impact of Beauty Standards

Political Science Research Paper Topics

  • The Role of Political Parties in Shaping Government Policies
  • Electoral Systems and Their Impact on Representation and Governance
  • The Rise of Populism: Causes and Consequences
  • The Influence of Lobbying and Interest Groups on Policy-Making
  • Comparative Analysis of Political Systems: Democracies vs. Authoritarian Regimes
  • Foreign Policy Decision-Making: Case Studies and Models
  • Political Polarization: Understanding the Divisions in Contemporary Politics
  • Human Rights and International Relations: Challenges and Solutions
  • Environmental Politics and Climate Change Agreements
  • The Role of Social Media in Shaping Political Discourse and Activism

Research Paper Topics for International Relations

  • The Impact of Globalization on International Security
  • International Human Rights Law: Challenges and Progress
  • Diplomacy and Conflict Resolution: Case Studies in Successful Negotiations
  • The Role of International Organizations in Promoting Peace and Cooperation
  • Nuclear Proliferation: Examining the Threats and Non-Proliferation Efforts
  • Cybersecurity in International Relations: Challenges and Strategies
  • Global Economic Governance: The Role of International Financial Institutions
  • The Refugee Crisis: International Responses and the Humanitarian Challenge
  • Climate Change Diplomacy: Agreements, Obstacles, and Climate Justice
  • The Geopolitics of Energy: Resource Competition and Security Issues

Research Paper Topics On Culture

  • Cultural Appropriation: Understanding the Controversy and Implications
  • Cultural Relativism vs. Universalism: Debates in Anthropology and Ethics
  • Cultural Expressions in Art: Analyzing Cultural Identity Through Creative Works
  • Globalization and Its Impact on Cultural Homogenization vs. Cultural Diversity
  • Cultural Influences on Gender Roles and Identity
  • The Role of Culture in Shaping Dietary Habits and Food Traditions
  • Cultural Heritage Preservation: Challenges and Strategies
  • Language and Culture: The Relationship Between Linguistic Diversity and Cultural Identity
  • Cultural Rituals and Their Significance in Different Societies
  • Intercultural Communication: Navigating Cultural Differences in a Globalized World

Research Paper Topics for Humanities

Here are some engaging ideas for research paper topics in humanities disciplines.

Research Paper Topics for English Literature

  • Exploring the Themes of Love and Desire in Shakespeare's Sonnets
  • Postcolonial Literature: Analyzing the Works of Chimamanda Ngozi Adichie
  • The Role of Symbolism in F. Scott Fitzgerald's "The Great Gatsby"
  • Feminist Critique of Classic Literature: Reevaluating Jane Austen's Heroines
  • The Gothic Tradition in Literature: A Comparative Study of Edgar Allan Poe and Mary Shelley
  • Dystopian Literature: Examining Social Commentary in George Orwell's "1984"
  • The Evolution of Science Fiction: From H.G. Wells to Contemporary Authors
  • The Modernist Movement in Poetry: T.S. Eliot and "The Waste Land"
  • Literary Representations of War: Analysis of Ernest Hemingway's Works
  • The Influence of Mythology in Literature: A Study of Greek and Roman Epics

Research Paper Topics for English Linguistics 

  • The Evolution of English Language: A Historical Analysis
  • Exploring Dialectical Variations: A Study of Regional English Accents
  • Syntax in Shakespearean English: Unraveling Linguistic Patterns
  • Code-Switching in Bilingual Literature: Impacts on Linguistic Identity
  • The Influence of Technology on Modern English: A Linguistic Perspective
  • Gendered Language in Literature: Analyzing Linguistic Representations
  • Sociolinguistic Aspects of English in Global Communication
  • Cognitive Linguistics: Understanding Language Processing and Comprehension
  • The Role of Phonetics in English Language Teaching: Strategies and Challenges
  • Linguistic Analysis of Online Discourse: Trends in Digital Communication

Research Paper Topics on Arts

  • The Influence of Renaissance Art on Modern Visual Culture
  • The Evolution of Street Art: From Vandalism to Urban Beautification
  • Gender and Identity in Contemporary Performance Art
  • The Role of Public Art in Shaping Urban Spaces and Communities
  • Censorship in the Arts: Balancing Expression and Sensitivity
  • The Intersection of Technology and Art: Digital Media and New Frontiers
  • Art as a Form of Political Protest: Examining Contemporary Activist Art
  • The Psychology of Art Appreciation: Understanding Aesthetic Experiences
  • Art Conservation and Preservation: Challenges and Ethical Considerations
  • Art Therapy: Exploring the Healing Power of Creativity

Research Paper Topics on Religion

  • Religious Pluralism and Interfaith Dialogue: Promoting Understanding and Tolerance
  • The Role of Religion in Shaping Moral Values and Ethics
  • Religion and Politics: Examining the Influence of Faith on Governance
  • Religious Rituals and Their Significance in Different Cultures
  • Secularism and Its Impact on Religious Practice and Belief
  • Religion and Science: Exploring the Compatibility and Conflict
  • The Influence of Religion on Gender Roles and Equality
  • Religious Fundamentalism and Its Implications for Society
  • Religion and Environmental Ethics: Perspectives on Stewardship
  • Religious Conversion and the Psychology Behind Faith Changes

Philosophy Research Paper Topics

  • The Philosophy of Ethics: Exploring Different Ethical Theories
  • The Problem of Free Will and Determinism: Philosophical Perspectives
  • Existentialism in Literature: A Philosophical Analysis
  • The Philosophy of Mind: Dualism vs. Materialism
  • The Nature of Reality: Metaphysical Approaches and Debates
  • Moral Dilemmas and Ethical Decision-Making: A Philosophical Examination
  • Philosophy of Technology: Ethical Implications of Advancements
  • Political Philosophy: Theories of Justice and Social Contracts
  • Philosophy of Religion: The Existence of God and Theodicy
  • Environmental Ethics: Philosophical Perspectives on Nature and Sustainability

Research Paper Topics for Ethics

  • Ethical Dilemmas in Medical Decision-Making: Balancing Autonomy and Beneficence
  • The Ethics of Artificial Intelligence: Accountability and Bias in AI Systems
  • Corporate Ethics: Ethical Responsibility of Multinational Corporations
  • Ethical Considerations in Environmental Conservation: Sustainability and Future Generations
  • The Ethics of Genetic Engineering and Designer Babies
  • The Intersection of Ethics and Technology: Privacy, Surveillance, and Data Ethics
  • Ethical Implications of End-of-Life Care and Euthanasia
  • Animal Rights and Ethical Treatment of Animals in Research
  • The Role of Ethics in Criminal Justice: Police Conduct and Criminal Punishment
  • The Ethics of Whistleblowing: Balancing Loyalty and Accountability

Law Research Paper Topics

  • The Evolution of Privacy Rights in the Digital Age: Legal and Ethical Considerations
  • Criminal Justice Reform: Assessing the Impact of Changes in Sentencing and Policing
  • Intellectual Property Rights in the Digital Era: Copyright, Trademarks, and Patents
  • The Role of International Law in Addressing Global Human Rights Violations
  • Environmental Law and Sustainable Development: Balancing Conservation and Economic Interests
  • Legal Aspects of Cybersecurity: Privacy, Data Protection, and Cybercrime
  • The Legalization of Marijuana: Implications for Criminal Justice and Public Health
  • Corporate Governance and Ethics: Analyzing Legal Frameworks for Accountability
  • Family Law and Child Custody Disputes: Examining Best Interests and Parental Rights
  • The Intersection of Law and Bioethics: Ethical Dilemmas in Medical and Scientific Research

Research Paper Topics on Criminal Justice 

  • Racial Disparities in the Criminal Justice System: Causes and Consequences
  • Police Use of Force: Policies, Accountability, and Community Relations
  • Criminal Profiling and Its Effectiveness in Solving Crimes
  • Mental Illness in the Criminal Justice System: Diversion Programs and Treatment
  • The Impact of Mass Incarceration on Communities and Rehabilitation Efforts
  • Forensic Science and Criminal Investigations: Advances, Challenges, and Ethics
  • Cybercrime and Digital Forensics: Investigative Techniques and Legal Implications
  • Juvenile Justice: Rehabilitation vs. Punishment and the Recidivism Rate
  • The Death Penalty: Ethical, Legal, and Policy Considerations
  • Victim Rights and Restorative Justice Programs: Balancing the Scales of Justice

Research Paper Topics on Economics

  • Income Inequality: Causes, Consequences, and Policy Solutions
  • The Impact of Economic Globalization on Developing Countries
  • Behavioral Economics: Exploring Psychological Factors in Decision-Making
  • The Economics of Climate Change: Mitigation and Adaptation Strategies
  • Monetary Policy and Its Effects on Economic Stability
  • Trade Wars and Tariffs: Economic Effects and Global Trade Relations
  • Healthcare Economics: Examining Healthcare Costs, Access, and Reform
  • The Economics of Education: Investment in Human Capital and Economic Growth
  • Urban Economics: Challenges and Solutions in Sustainable City Development
  • Labor Market Trends: Gig Economy, Automation, and Future of Work

Research Paper Topics Related to Marketing

  • Influencer Marketing: Effectiveness, Ethics, and the Role of Social Media
  • Consumer Behavior in the Digital Age: Online Shopping Trends and Decision-Making
  • Brand Loyalty and Customer Retention Strategies in Competitive Markets
  • Neuromarketing: Understanding the Psychology of Consumer Choices
  • The Impact of Social Media Marketing on Brand Image and Customer Engagement
  • E-commerce and Marketplaces: Strategies for Success in Online Retail
  • Content Marketing: Creating and Measuring the Value of Branded Content
  • Marketing to Generation Z: Preferences, Values, and Communication Channels
  • The Role of Sustainability and Corporate Social Responsibility (CSR) in Marketing
  • Crisis Marketing and Reputation Management: Strategies for Navigating Challenges

Best Research Paper Topics 2023

Here are some impressive and easy research paper topics to write an extraordinary paper.

Argumentative Research Paper Topics 

  • Should the Minimum Wage be Raised?
  • The Impact of Social Media on Mental Health: Harmful or Beneficial?
  • Is Genetic Engineering Ethical? Examining the Pros and Cons of Genetic Modification
  • The Death Penalty: Should it be Abolished or Retained?
  • Gun Control: Balancing Second Amendment Rights and Public Safety
  • Universal Healthcare: Is it a Right or a Privilege?
  • The Role of Government in Regulating Big Tech Companies
  • Climate Change: Is Human Activity the Primary Cause?
  • Online Privacy: Balancing Security and Civil Liberties
  • The Legalization of Recreational Marijuana: Weighing the Social and Economic Impacts

US History Research Paper Topics

  • The American Revolution: Causes, Key Figures, and Impact on the Nation
  • The Abolitionist Movement: Strategies, Leaders, and the Fight Against Slavery
  • The Reconstruction Era: Challenges, Achievements, and Failures
  • The Women's Suffrage Movement: Struggles and Triumphs in the Fight for Voting Rights
  • The Civil Rights Movement: Leaders, Events, and the Struggle for Equality
  • The Great Depression: Causes, Effects, and Government Responses
  • The Vietnam War: Origins, Controversies, and Legacy
  • The Space Race: The Cold War Competition for Supremacy Beyond Earth
  • The Civil War: Battlefronts, Political Divisions, and the Emancipation Proclamation
  • The American Westward Expansion: Manifest Destiny, Conflicts, and Impacts on Native Americans

Persuasive Research Paper Topics 

  • The Importance of Comprehensive Sex Education in Schools
  • Banning Single-Use Plastics: Protecting the Environment and Marine Life
  • Promoting Renewable Energy: Transitioning to a Sustainable Future
  • Mandatory Vaccination: Protecting Public Health and Herd Immunity
  • The Benefits of Telecommuting: A Win-Win for Employers and Employees
  • Promoting Healthy Eating Habits: The Case for Implementing Sugar Taxes
  • The Need for Stricter Animal Welfare Laws: Preventing Animal Cruelty
  • Accessible Education for All: The Case for Affordable College Tuition
  • Promoting Voting Rights: Ensuring a Fair and Inclusive Democracy
  • The Importance of Mental Health Awareness and Support: Breaking the Stigma

Easy Research Paper Topics 

  • The Benefits of Regular Exercise for Physical and Mental Health
  • The History and Impact of Social Media on Society
  • The Basics of Climate Change: Causes, Effects, and Solutions
  • The Life and Achievements of a Notable Inventor or Scientist
  • The Importance of Recycling and Waste Reduction in Daily Life
  • The Impact of Fast Food on Diet and Health
  • Effect of Global Warming on The Frequency And Intensity Of Natural Disasters
  • Should Marijuana be legalized in US? Costs, Economic And Social Benefits
  • How Do Terrorist Attacks Influence Public Opinion And Political Behavior In Democratic Countries
  • Crime Rates: Main Factors That Explain The Variation In Crime Rates Across Different Countries And Regions

Research Paper Topics on Current Affairs 

  • The Impact of COVID-19 on Global Health Systems and Preparedness
  • Climate Change and Extreme Weather Events: Mitigation and Adaptation Strategies
  • The Future of Work: Remote Work Trends and Implications
  • Economic Recovery Post-Pandemic: Challenges and Opportunities
  • Vaccine Hesitancy: Understanding Causes and Addressing Concerns
  • Cybersecurity in the Digital Age: Threats, Vulnerabilities, and Defense
  • Immigration Policies and Border Security: A Global Perspective
  • The Role of Social Media in Political Movements and Disinformation
  • Global Supply Chain Disruptions: Causes and Strategies for Resilience
  • Racial and Social Justice Movements: Progress and Ongoing Challenges

Controversial Research Paper Topics 

  • The Legalization of Assisted Suicide and Euthanasia: Ethical and Legal Considerations
  • Gun Control Laws: Balancing Second Amendment Rights and Public Safety
  • The Death Penalty: Is it an Effective Deterrent or a Violation of Human Rights?
  • Animal Testing: Ethical Issues and Alternatives for Scientific Research
  • The Legalization of Recreational Drugs: Assessing Risks and Benefits
  • Abortion: Examining the Ethical, Legal, and Medical Aspects
  • Freedom of Speech vs. Hate Speech: Protecting Civil Liberties in a Digital Age
  • Climate Change Denial: Analyzing the Science and Skepticism
  • School Vouchers and School Choice: The Future of Public Education
  • Genetically Modified Organisms (GMOs): Safety, Labeling, and Environmental Concerns

Research Paper Topics on Israeli-Palestinian Conflict

  • Historical Roots of the Israeli-Palestinian Conflict: Tracing the Beginnings
  • Media Framing of the Israeli-Palestinian Conflict: Impact on Public Perception
  • The Role of International Diplomacy in Resolving the Israeli-Palestinian Conflict
  • Human Rights Violations in the Israeli-Palestinian Conflict: A Critical Analysis
  • Refugees and Displacement: The Ongoing Humanitarian Crisis in the Conflict
  • Religious Perspectives in the Israeli-Palestinian Conflict: A Comparative Study
  • Water Scarcity and Resource Management in the Context of the Conflict
  • Education and Propaganda: Examining the Impact of Curricula on Perpetuating Conflict Narratives
  • The Role of Non-Governmental Organizations (NGOs) in Peacebuilding Efforts
  • Media and Social Media's Influence on Shaping Public Opinion in the Israeli-Palestinian Conflict

Nursing Research Paper Topics 

  • The Impact of Nurse-to-Patient Ratios on Patient Outcomes
  • Nursing Shortages: Causes, Consequences, and Solutions
  • Evidence-Based Practice in Nursing: Implementing Research into Clinical Care
  • Nursing Ethics: Ethical Dilemmas and Decision-Making in Patient Care
  • Palliative Care and End-of-Life Nursing: Improving Quality of Life for Patients
  • Nursing Informatics: Advancements in Healthcare Technology and Data Management
  • The Role of Cultural Competence in Nursing: Providing Culturally Sensitive Care
  • Nursing Burnout and Staff Well-being: Strategies for Prevention and Support
  • The Impact of Nurse Leadership on Patient Safety and Quality of Care
  • Pediatric Nursing: Specialized Care for Children and Families

How to Choose a Good Research Paper Topic?

Now that you have a plethora of ideas for your research paper, which one should you choose? Here are some steps you need to follow to choose a good research paper topic: 

  • Identify Your Interests: Start by considering your own interests and passions. Research is much more enjoyable when you're exploring a topic you're genuinely curious about. Think about subjects, issues, or questions that intrigue you.
  • Brainstorm and Mind Map: Write down potential topics or research questions and create a mind map to visualize how they connect to one another. This can help you see the relationships between different ideas and narrow down your options.
  • Do Some Preliminary Research: Conduct initial research to see what resources are available on potential topics. This will help you gauge whether there is enough information and credible sources to support your research.
  • Consider Your Audience: Think about who will be reading your research paper. Tailor your topic to your target audience's interests and knowledge level. You should also comply with the instructor's requirements. Make sure your topic gets approved before you begin with the writing process.
  • Discuss with Others: Talk to your peers, professors, or mentors about your potential topics. They may offer valuable insights, suggest relevant resources, or help you refine your ideas.

To conclude,

Selecting a good topic is the first and most important step in writing a research paper. Your decision should be guided by your interests, the assignment requirements, and the availability of credible resources. 

With this list of potential research paper topics and tips on how to choose a good topic, you are able to select a topic that is both engaging for you and relevant to your audience.

Remember that staying current and conducting preliminary research will help you make an informed choice. Seek feedback from peers and mentors, and don't shy away from challenging or controversial topics when appropriate. 

Looking for a research paper writing service? Look no further! MyPerfectWords.com can help you out!

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Top 50 Research Paper Topics In 2022!

topics for research papers 2022

Finding research paper topics that are interesting and hold the interest of your audience is quite a daunting task. Every college has made it a compulsion for its students to write research papers and if you're looking for different research paper topics argumentative or other then you must scroll through this article, as this article will solve your every problem from how to write it and which topic to choose.

College life is not easy, you need to go through a number of assignments, tests, and other activities to score good grades. Drafting a good research paper is not an easy task. You must make it amazing and powerful by following a few steps in the beginning. Stress more while choosing the topic.

How to write a perfect research paper topic for college?

So Let's get started with the steps you need to follow if you want to choose research paper topics for college.

Explore the field in which you have an interest

Finding a research paper topic that is easy to write is quite difficult. But to make the writing easy you can focus on the subject in which you have interest, this will make the task a bit easier. For example, if you have an interest in psychology, you must search for the research paper topics in psychology to make the job easier. The first and foremost point to start with writing a research paper is making a list of the subjects that you find interesting.

Explore a lot of information regarding your chosen topic

Now that you are done with choosing the research paper topics for college, the next step is to gather information about the particular topic. You can search online, refer to books, review articles, and other documents to make your research paper topic a big success. Moreover, you can check library sources too for more information.

Form a basic structure of your research paper topics

The easiest way to write a fabulous paper is to first form a basic infrastructure that will allow you to get a general idea of the available information regarding your chosen topic. Gather the information that is relevant to your topic then compile a list of what you are going to include in it. Remember to make the use of appropriate keywords that will grab the attention of your audience and make your research paper a big success.

Prioritize the guidelines of the tutor and your audience

Before you start writing the research paper topics you need to have some knowledge about your audience too. It is important to note whether or not your topic will catch their interest. Additionally, while drafting your research paper topics, keep in mind the guidelines provided by your instructor while giving you the topic. Try mixing the instructions with your topic of interest, but don't go too far.

By following these four simple instructions you can draft any research paper topics that are absolutely amazing.

Amazing research paper topics in 2022

Now that you've got some idea about choosing research paper topics that are interesting, let's move on to the next section that enlists some research paper topics for college. We will divide these 50 topics into five sections on education, psychology, environment, health, and politics. Have a look at different topics available to make your research paper perfect.

Research paper topics on psychology

  • How is human psychology affected by yoga?
  • Symptoms and treatment related to MPD.
  • Effect of depression on a child's brain
  • Impact of video game violence on children's brain
  • Symptoms and causes of Alzheimer’s disease
  • Impact on social platforms on humans
  • Role of media in Child development
  • Autism & its effects
  • How does regular physical exercise change your mood?
  • Cyberbullying and its results.

Research paper topics on education

  • Discuss the admissions policies of the colleges
  • Advantages and disadvantages related to paperless education
  • Impact of social media platforms on school and college life
  • Pros and cons of social networking in school
  • How is funding important in education?
  • Effect of modern technologies on education
  • Home Schooling
  • The positive impact of unique learning methods on child education
  • A complete overview of literacy in America.
  • Impact of Higher college fee on education.

Research Paper Topics on Health

  • Insomnia causes & effects.
  • How do sleeping pills affect human health?
  • Effects of mental issues on human health
  • Importance of health insurance
  • Safety of plastic surgery on human health
  • Relation between pregnancy and health care
  • Cons of eating fast food
  • How does overweight harm human health
  • Legalization of steroids. Discuss
  • Symptoms and causes of vision health.

Research Paper Topics on Environment

  • Effect of rising of global warming on Environment.
  • Discuss the importance of national parks at a large scale
  • A complete overview of the greenhouse effect
  • Discuss in detail the importance of small water bodies
  • Marine pollution | Causes, and effects
  • Regarding rainfall, discuss the role of fauna and flora.
  • Effect of oil spills on Environment and ways to reduce it.
  • Ways to protect endangered species
  • Importance of past learning
  • Discuss the positive impact of tropical rainforest on the Environment

Research Paper Topics on Politics

  • Views on Budget deficit
  • Views on Partisan politics
  • Affirmative Action. Your views
  • Views on Immigration & Emigration
  • Analysis of global security networks
  • Views on ethical guidelines of NGO
  • Discuss the causes of global poverty
  • Causes of the American revolution in detail
  • Discuss various methods of community development
  • Views on human right act 1998

So if you are confused about choosing the research paper topics that are interesting you can select from the above 50 research paper topics.

So this was all about getting your hands on the list of top 50 research paper topics argumentative. If you are still confused on how to draft perfect research paper topics then you can take help from the professionals. They will provide you with the best quality content for your research paper and draft it according to the guidelines provided by you. Otherwise, the above simple steps will help you a lot to draft a perfect research paper topic on your own. Happy writing!

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topics for research papers 2022

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Research Paper Topics

Academic writing

Research paper writing

topics for research papers 2022

The challenge of the research paper writing lies in the fact that you have to apply both theoretical knowledge and practical skills, and what is more, make your own scientific contribution. But the main problem you may encounter getting this task is choosing a unique and complex issue to consider. In this article, we will provide some original and compelling topics for a research paper so that you may find something that really interests you or come up with your own ideas.

Creating the new interesting research paper topics, remember that first of all, they have to be up-to-date. This way, you will be able to make some outstanding scientific discoveries. Moreover, if you want to impress your research advisor or other students, you may choose among some controversial topics for a research paper. Such themes usually spark numerous debates in class, and professors and teachers often appreciate the efforts that were put in writing, so you will definitely get an excellent mark conducting this kind of research.

Finally, we’ve created the list of the best research paper topics to help you choose the one that will help you to write a perfect paper.

Easy Research Paper Topics

If you have never written anything more complex than an essay, writing an RP will be a challenge for you. Luckily, as this task is new to you, it would be fine to choose one of the high school research paper topics that will be both easy to study and write about. Here are some ideas of such themes:

  • Is being vegan really beneficial for human health?
  • Simple steps that should be taken to save the environment
  • Why mobile phones and other devices should be banned in schools
  • How does advertising affect consumer behavior?
  • How to live an eco-friendly life?
  • How does music affect our mood?

Do not worry if your research skills are not that great! Working on easy research paper topics will help you to develop your writing talent, and next time you will definitely create the original and outstanding research! Just remember that practice always makes perfect. And if you have any problems with writing yourself, you can always ask a professional research paper writing service to help you.

There is also some more good news for you! Although this article provides English research paper topics, you can always translate them into other languages and make a perfect assignment for your school or college.

Psychology Research Paper Topics

psychology research paper topics

  • Features of personality development
  • Antisocial behavior in adolescents and its influence on academic performance
  • What are the impacts of stress on human health?
  • Social and psychological features of Internet communication
  • Psychological assistance to younger students with a self-regulation disorder
  • Supporting students who suffer from depression or anxiety
  • The issue of eating disorders in adolescents
  • How to tackle bullying in schools?

History Research Paper Topics

  • The daily life of the ancient Egyptians, Sumerians, Babylonians, or Assyrians
  • Jewish political and social movements in the 20 th century
  • England foreign policy during the revolution of 1640-1660
  • Confirmation of the constitutional monarchy in England: causes, stages, features, and consequences
  • The economic policies of the French government during the French Revolution
  • Napoleon Bonaparte: politician and warlord
  • France foreign policy during the Consulate and the First Empire
  • The struggle for parliamentary reforms in the 1930s and 1960s in Great Britain
  • The fight for the unification of Germany
  • American Civil Rights Movements
  • The preconditions, causes, course, and consequences of the American Civil War
  • The Industrial revolution in the United States
  • Napoleonic Wars. The crisis and the decline of the French empire (1799-1815)

Criminal Justice Research Paper Topics

criminal justice research paper topics

  • Crime and criminal misconduct
  • The issue of identity theft
  • How Internet frauds may be prevented by law enforcement agencies?
  • Corporate criminal liability
  • Disinformation as a crime
  • Human trafficking in the USA
  • Legal status of the victim in criminal law
  • The concept of criminalization and decriminalization
  • Cruelty as a criminal category
  • Criminal liability for rape
  • Criminal liability for crimes against the sexual integrity of minors
  • Criminal liability for bribing a voter

Sociology Research Paper Topics

  • The development of elementary student’s communicative skills
  • Educational environment as a center of student development
  • Innovative technologies and methods of teaching in elementary school
  • Independent work of junior students and its role in improving the learning outcomes
  • Individual approach to the studying process for students who need learning support
  • The interaction between a teacher and parents as the main factor of student’s academic success
  • Deviant behavior among adolescents
  • The development of creative abilities of elementary school students
  • The issue of child delinquency
  • Modern youth subcultures

Science Research Paper Topics

science research paper topics

  • Fundamental problems of robot-human interaction
  • The issue of animal cloning
  • Biologically active additives: are they really useful?
  • Main factors of groundwater pollution
  • The potential of computer imitation of a human
  • The impact of stem cell research on human health
  • Is it possible to develop the anti-AIDS vaccine?
  • Are low-carbohydrate diets beneficial or harmful to human health?
  • Can the advances of medicine make human life expectancy considerably longer?
  • Are vaccines really dangerous in some cases or all the fears are unconfirmed?
  • The most dangerous computer viruses and the damage they may bring

Biology Research Paper Topics

If you were searching for Biology research paper topics for college students, it is your lucky day! This list includes options that are both advanced enough for your academic level and easy to find information on:

  • Biologically active sludge and its use in wastewater treatment
  • Effects of vegetation on the soil microbial formation
  • Fungal diseases of field and garden plants
  • Bacterium, virus, or fungus and modern biotechnology
  • Microorganisms: pathogens of plant illness
  • Microorganisms: pathogens of human and animal diseases
  • Microorganisms: the defenders of the harvest
  • Genetically modified organisms and their effects on human health
  • Soil bacteria: characteristics and significance
  • Pathogenic microorganisms and their features
  • Sewage microflora
  • History of microbiology
  • Microbiology and sanitation of food products
  • Main directions and achievements of biotechnology
  • Influence of environmental factors on microorganisms
  • Means of feeding and reproduction of bacteria

We hope that you’ll find something interesting among the topics provided above. If you choose the right matter for discussion and dedicate enough time for writing, then you will surely create a high-quality paper! But if you still struggle to decide on an issue to consider, do not lose heart! There are many other good research paper topics to choose from, and you will definitely find the one you really like.

topics for research papers 2022

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5 studies released in 2022 that might change how you think about health care

From racial bias in CPR to private equity price hikes, here’s what researchers learned about US health care this year.

by Dylan Scott

A health care worker in protective mask and gown leans over a patient in a bed in a hospital room.

Though the pandemic and all its attendant health care crises remained the major health care story of 2022, churning all the while in the background has been the critical work of academic scholars, operating on longer timelines, who are still trying to make sense of US health care and of medicine itself, to get a better idea of what’s wrong and how to make it better.

To wrap up this year, I asked a couple dozen health policy experts what research released this year (though, as one of them reminded me, these papers are often years in the making) had surprised them, changed their thinking, or struck them as especially notable.

Here are five particularly interesting papers, at least in my view. Because many more than that warrant mention, I have tried to cram in as many references to other work as I could. One of my lessons from this exercise was that there are noteworthy new studies being produced all the time. The US health system certainly merits such extensive investigation, given the number and diversity of its flaws .

These studies cover a broad range of subjects, from the intricacies of Medicaid provider networks to prescription uptake by Medicare beneficiaries to how bystanders react when a person experiences a cardiac episode in public. But first, on the topic of the pandemic...

1) Vaccination education campaigns in nursing homes didn’t make much difference

Several experts pointed me to data sets related to Covid-19 vaccination in nursing homes, the scenes of so much illness and death in that frightening first year of the pandemic. Larry Levitt, executive vice president of the Kaiser Family Foundation, flagged one recent KFF survey that found less than half of nursing-home residents are up to date on their vaccines.

That put into sharp relief the findings of a study that Harvard Medical School’s David Grabowski cited as one of his favorites of the year. The paper, published in JAMA Internal Medicine in January 2022 , evaluated an effort to use educational campaigns and other incentives to improve vaccination rates among residents and staff in nursing homes.

They did not find a meaningful effect, despite three months of programming. There was plenty of room to grow, particularly among the staff, roughly half of whom were unvaccinated during the study period. (Vaccination rates among residents were already high at the time, though the experiment still did not find a significant effect of the multi-faceted campaign.)

“The conventional wisdom was that a big part of lagging vaccination rates was a lack of information and knowledge about the benefits of vaccination,” Grabowski said. But this study found instead that “these educational efforts were unsuccessful at encouraging greater vaccination. Although information campaigns sound like great policy, they really aren’t.”

He lamented that the study had been ignored by policymakers, noting federal efforts to increase vaccination rates among this population remain focused on education. Grabowski said the policies with the strongest evidence are vaccine clinics and vaccine mandates for staff.

2) Medicaid’s “phantom” networks may overstate patients’ access to health care

I love good jargon, and “ghost physicians” is one of my favorite new phrases of the year, which was recently brought to my attention by Harvard University professor (and former Vox contributor) Adrianna McIntyre.

It comes from this May 2022 Health Affairs paper , authored by Yale University’s Avital Ludomirsky and colleagues, which evaluated the provider networks of Medicaid managed-care plans. Those are privately administrated plans for low-income people that must follow state and federal Medicaid rules; they have grown in enrollment in recent years, with more states deciding to outsource their role in providing health coverage for the most vulnerable.

One of those rules is that enough doctors and hospitals accept those Medicaid plans, otherwise known as network adequacy. The Health Affairs study examined managed-care plans in four states over several years to get a better sense of providers’ participation in the program.

Their most striking finding is that while nominal participation was fairly high, about one-third of providers who technically accepted Medicaid actually saw less than 10 Medicaid beneficiaries in a given year. The responsibility for providing care to these patients was concentrated among a small number of practices, with 25 percent of primary care doctors providing 86 percent of the care and 25 percent of specialists providing 75 percent of those services.

In other words, while plenty of doctors might say they accept the plans, people who are enrolled in them may in practice find they have relatively few doctors to choose from. “Our findings suggest that current network adequacy standards might not reflect actual access,” the authors wrote in their conclusion. “New methods are needed that account for beneficiaries’ preferences and physicians’ willingness to serve Medicaid patients.”

The move toward more Medicaid-managed care has spurred a lot of debate and study. Matthew Fiedler, senior fellow at the Brooking Institution, sent me a Harvard study with its own surprising finding: In Texas, transitioning Medicaid enrollees to managed care had actually led to an increase in the use of prescription drugs and outpatient services, while the number of avoidable hospitalizations fell.

What seems to have happened, Fiedler said, is the state had been “penny-wise, pound-foolish” when running the program itself by imposing an unusually strict cap on the number of prescriptions patients could fill in a year. With that cap relaxed under the managed-care plans, patients filled more prescriptions and that corresponded to fewer episodes in which they ended up in the hospital when they didn’t have to.

Fiedler thought the study could also have implications for Medicare Advantage as well, another version of a government health insurance program that is being administered by private companies.

“To be clear, in many of these cases, it might well be better to fix this problem by just fixing the public program directly,” he told me. “But given that we often seem unwilling to do that, this does point to one very real advantage of involvement from private plans.”

3) Many Medicare beneficiaries don’t fill important prescriptions

Rachel Sachs, who studies prescription drug policy at Washington University in St. Louis, highlighted a study on a similar subject that was published in Health Affairs in April 2022 , led by Vanderbilt University’s Stacie Dusetzina. The researchers studied the difference in prescription uptake by Medicare beneficiaries who receive a government subsidy to offset their drug costs versus those who do not.

The latter group, who can sometimes be on the hook for hundreds of dollars for every prescription they fill, was substantially less likely to actually use their medication as it had been prescribed, even for serious diagnoses like cancer. People receiving subsidies were twice as likely to fill their prescriptions. The study found that 30 percent of prescriptions for anti-cancer drugs and 22 of prescriptions for hepatitis-C treatment were never started.

The problem of drug affordability for Medicare patients has been an ongoing concern. Because of how the program is currently structured, beneficiaries who are enrolled in the traditional Medicare program but do not qualify for subsidies have no upper limit on how much they can be asked to spend on pharmaceuticals in a given year.

As part of the Inflation Reduction Act , Congress is instituting such a cap for the first time, using savings from the new drug pricing controls also included in the law, capping out-of-pocket costs at $2,000 starting in 2025. That is the kind of intervention the Health Affairs authors were calling for when they published the paper. Now we’ll see if that policy change has an effect on seniors actually taking their medicine.

4) Black and Hispanic Americans are less likely to receive CPR in public spaces

One of the experts I asked for input is Harvard Medical School’s Michael Barnett , who publishes his own overview of the year’s best research every year on Twitter. He sent me a few studies, most of which I’ll let him share in his own overview, but one study in particular stuck out, looking at which people are more (or less) likely to get assistance when they have a health emergency in a public setting with other people around.

The paper, published in the New England Journal of Medicine in October by a collection of scholars across the country, examined more than 100,000 incidents of cardiac arrest that occurred outside of the hospital from 2013 to 2019. They focused in particular on whether the person experiencing cardiac arrest in public received CPR from a bystander.

The results were profound: Black and Hispanic people were significantly less likely to be given CPR than a white person, 45 percent versus 60 percent. And this pattern held across neighborhoods of different racial and socioeconomic make-ups. Whether the neighborhood was predominantly white, Black, or Hispanic, up and down the income ladder, in integrated neighborhoods, white people were more likely to receive CPR than someone who is Black and Hispanic.

“Racial and ethnic differences in bystander CPR in public locations raise additional concerns about implicit and explicit biases in layperson response to out-of-hospital cardiac arrests,” the authors wrote.

Racism within the medical system is well established. Black and Hispanic Americans tend to have less access to health care. They tend to have worse experiences with doctors. Clinical trials and other research does not prioritize them. Medical treatments tend to be developed and designed with white people in mind.

But this study would suggest that even the more casual forms of racism and internalized bias can have a real health effect for marginalized Americans.

5) Prices go up after private equity acquires a physician’s practice

Private equity’s deeper investment into US health care is one of the most important ongoing stories in the field right now. The stakes can be life or death, as one paper that I covered last year about mortality rates in nursing homes purchased by private equity firms found. (Of note this year, according to Harvard’s Amitabh Chandra, was another paper that documented the wide disparities in outcomes among nursing homes, even those who are located in the same area.)

A report published by scholars from Johns Hopkins, Harvard, and Oregon Science & Health University in September 2022 in JAMA Health Forum , which Emma Sandoe of North Carolina Medicaid and Duke University shared with me, examined what happened to costs and care utilization when private equity firms had purchased outpatient practices specializing in ophthalmology, dermatology, and gastroenterology, some of their favorite targets.

The study detected several effects: The cost of individual services went up and those practices were seeing more new patients and also charging more time for their existing patients. The amount billed by the private equity-acquired offices per service increased by 20 percent compared to the study’s control group. They saw 38 percent more new patients and there was a 9 percent increase in the number of existing patient visits that were billed as lasting longer than 30 minutes.

On the surface, that could look like partially good news, in spite of the price hikes, with more patients being seen and spending more time with their doctor. But some of the other findings call into question the value of those increases in service volume. In dermatology, the increase in outpatient visits did not correspond to an increase in biopsies ordered. In the gastroenterology practices, there were more visits and scopes but no notable increase in polyp removals. And likewise, at the eye clinics, there was more diagnostic imaging but not any effect on actual cataract removals.

The authors ended their paper with this warning. “Private equity ownership of physician practices has added a distinctly private and market-driven influence to the broader trends in corporate consolidation of physicians by health systems and insurers,” they wrote. “This study contributes evidence for potential overutilization and higher spending on care that will be important for policy makers to monitor.”

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My Speech Class

Public Speaking Tips & Speech Topics

717 Good Research Paper Topics

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Jim Peterson has over 20 years experience on speech writing. He wrote over 300 free speech topic ideas and how-to guides for any kind of public speaking and speech writing assignments at My Speech Class.

good and interesting research paper topics

Some examples of common research paper styles include:

  • Argumentative Research Papers
  • Persuasive Research Papers
  • Education Research Papers
  • Analytical Research Papers
  • Informative Research Papers

Your research essay topic may also need to be related to the specific class you are taking. For example, an economics class may require a business research paper, while a class on human behavior may call for a psychology research paper.

The requirements for your paper will vary depending on whether you are in high school, college, or a postgraduate student. In high school, you may be able to choose an easy topic and cite five or six sources you found on Google or Yahoo!, but college term papers require more in-depth research from reliable sources, such as scholarly books and peer-reviewed journals.

Do you need some help with brainstorming for topics? Some common research paper topics include abortion, birth control, child abuse, gun control, history, climate change, social media, AI, global warming, health, science, and technology. 

But we have many more!

On this page, we have hundreds of good research paper topics across a wide range of subject fields. Each of these topics could be used “as is” to write your paper, or as a starting point to develop your own topic ideas.

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How to Choose Your Research Paper Topic

The first step to developing an interesting research paper is choosing a good topic. Finding a topic can be difficult, especially if you don’t know where to start. Finding the Right Research Paper Topic

If you are in a class that allows you to choose your own term paper topic, there are some important areas to consider before you begin your project:

Your Level of Interest: Research papers are time-consuming; you will be spending countless hours researching the topic and related topics, developing several primary and secondary sources, and putting everything together into a paper that is coherent and accomplishes your objectives. If you do not choose a topic you are passionate about, the process will be far more tedious, and the finished product may suffer as a result.

Your Level of Experience: Being interested in a topic is great, but it is even more helpful if you already know something about it. If you can find a topic that you already have some personal and/or professional experience with, it will vastly reduce the amount of research needed and make the whole process much easier.

Available Information on the Topic: Be sure to choose a topic that is not only interesting but also one that has numerous sources available from which to compile your research. A researchable topic with several potential sources gives you access to the level of information you need to become an authority on the subject.

Your Audience: An interesting topic to you may not necessarily be interesting to your professor or whoever is grading your research paper. Before you begin, consider the level of interest of the person(s) who will be reading it. If you are writing a persuasive or argumentative essay, also consider their point of view on the subject matter.

As you begin researching your topic, you may want to revise your thesis statement based on new information you have learned. This is perfectly fine, just have fun and pursue the truth, wherever it leads. If you find that you are not having fun during the research phase, you may want to reconsider the topic you have chosen.

The process of writing the research paper is going to be very time consuming so it’s important to select a topic that is going to sustain your interest for the duration of the project. It is good to select a topic that is relevant to your life since you are going to spend a long time researching and writing about it. Perhaps you are considering starting your own business or pursuing a career in politics. Look through the suggested research paper topics and find one in a category that you can relate to easily. Finding a topic that you have some personal interest in will help make the arduous task a lot easier, and the project will have better results because of your vested interest.

Our List of Research Topics and Issues

Affirmative action, health, pharmacy, medical treatments, interpersonal communication, marketing and advertising, barack obama, discrimination, bill clinton, hilary clinton, computer crimes and security, cosmetic surgery, controversial, criminal justice, donald trump, easy/simple, environment, family violence, foreign policy, gambling and lotteries, the lgbtq community, generational conflict, gun control, hate crimes, immigration, middle east, maternity/paternity leave, natural disasters, police work, population explosion, pornography, prisons and prisoners, prostitution, ronald reagan, student loan debt, teen issues, women, mothers, what, why, and how, relationships.

We compiled an exhaustive list of topics that would make excellent research papers. The topics are specifically organized to help you find one that will work for your project. Broad topics are headed, and then below them are narrowed topics, all to help you find an area to focus on. The way we have organized the topics for research papers can save you lots of time getting prepared to write your research paper.

We have topics that fit into categories that cover such areas as education, environmental sciences, communication and languages, current events, politics, business, criminal justice, art, psychology, economics to name just a few. Simply get started by choosing the category that interests you and peruse through the topics listed in that category and you’ll be well on your way to constructing an excellent research paper.

Be sure to check other topics ideas: persuasive speech topics , argumentative speech topics , policy speech topics . We also have some sample outlines and essay templates .

  • What limits are responsible?
  • What limits are realistic?
  • How to protect abortion doctors, pregnant women, and the protection of abortion clinics vs. the right to protest
  • Partial birth abortion
  • Scientific evidence vs. definition of viability
  • Stem cell research
  • Unborn victims of violence
  • Relative equality has been achieved vs. serious inequities continue
  • Can racial balance in business, education, and the military be achieved without policies that promote Affirmative Action
  • Reverse discrimination
  • NOW, National Organization for Women
  • No government support vs. fairness to parents who pay twice for education
  • Separation of church and state vs. religion’s contribution to the public good
  • Placement by age vs. placement by academic ability
  • Mainstreaming students with disabilities vs. special classrooms for their special needs
  • Required standardized tests for advancement vs. course requirements only
  • National standardized tests vs. local control of education
  • Discrimination in education
  • Multicultural/bilingual education vs. traditional basics
  • Teacher competency tests vs. degree requirements only
  • Teacher’s needs/demands vs. teaching as a service profession
  • Policing schools
  • School’s responsibility vs. parental responsibility for school violence
  • Drug and alcohol abuse, pregnancy, suicide
  • Zero tolerance toward violence vs. toughness with flexibility
  • Permit corporal punishment
  • Exams often do little more than measure a person’s ability to take exams. Should exams be outlawed in favor of another form of assessment?
  • Should teens in the U.S. adopt the British custom of taking a “gap year” between high school and college?
  • In some European schools, fewer than 10% of students get “As”. Is there grade inflation in the U.S.? Why so many “As” for Americans?
  • Education and funding
  • Grade inflation
  • No Child Left Behind Act: Is it working?
  • Home schooling
  • Standardized tests
  • Are children smarter (or more socialized) because of the Internet?
  • Should the federal government be allowed to regulate information on the internet?
  • How has the music industry been affected by the internet and digital downloading?
  • How does a search engine work?
  • What are the effects of prolonged steroid use on the human body?
  • What are the benefits and hazards of medical marijuana?
  • How does tobacco use affect the human body?
  • Do the benefits of vaccination outweigh the risks?
  • What are some common sleep disorders and how are they treated?
  • What are the risks of artificial tanning or prolonged exposure to the sun?
  • Should thin people have to pay Medicare and other health costs for the health problems of obese people? Should obese people have higher premiums?
  • Low carbohydrate vs. low fat diets
  • Benefits of weight training vs. aerobics
  • How much weekly exercise is needed to achieve lasting health benefits
  • Health websites give too much information
  • Psychological disorders, such as cutting and self-harm, eating disorders, Autism, Tourette Syndrome, ADHD, ADD, Asperger Syndrome
  • Are we taking it too far by blaming fast food restaurants for obesity? When is it individual responsibility and when is it appropriate to place blame?
  • Should companies allow employees to exercise on work time?
  • Steroids, Antibiotics, Sprays; Are food manufacturers killing us?
  • Alternative medicine
  • Alzheimer’s disease
  • Causes of eating disorders, society’s portrayal of women
  • Eating disorders statistics
  • Down’s syndrome
  • Birth control
  • Dietary supplements
  • Exercise and fitness
  • Heart disease
  • In vitro fertilization
  • Attention deficit disorder
  • Investigate the history and authenticity of ADHD and ADD.
  • Organic foods
  • Prescription drugs
  • Vegetarianism
  • Learning disabilities
  • Schizophrenia
  • Coma recovery: techniques, successes, new strategies.
  • What are the primary types of cancer, and in what ways are they related?
  • Investigate the success ratio of holistic and non-medical cancer treatments.
  • Is Alzheimer’s inevitable? Examine theories regarding its prevention.
  • What forms of physical degeneracy are seen as linked to aging?
  • Investigate the connections between emotional stability and physical well-being, and provide evidence as to how the two may be related.
  • Investigate differences in rates of injury recovery and overcoming illness based on cultural parameters.
  • Examine the modern history of viral epidemics, researching what is known about the emergence of deadly viruses.
  • Examine how congenital heart disease may be treated, and how it differs from other forms of heart disease.
  • Is occasional depression a natural state to an extent, and is society too eager to treat this as a disorder?
  • Investigate Sociopathy, determine biological and psychological roots, typical patterns, and potentials of treatment.
  • How are compulsive behaviors determined as such? Explore examples of anal retention and expulsion, OCD, etc., as offering accepted criteria.
  • Research and analyze the nature of codependency as both a normal state of relations and as an unhealthy extreme.
  • Investigate the history and practice of electroshock, analyzing how and why this extreme treatment came to be widely used.
  • Hoarding: symptoms and treatments, causes, types of hoarding
  • Limits on extraordinary, costly treatments vs. doing everything possible
  • Nutritional/alternative therapy vs. mainstream medical treatment insurance coverage for alternative treatment?
  • Government grants for alternative treatment research?
  • Health superiority of alternative treatments?
  • Assisted suicide vs. preservation of life
  • Governmental insurance requirements
  • Should there be a national database to track controlled substances (i.e., OXYCODONE) or should it be a state issue?
  • Should parents avoid vaccinating their children?
  • Decline of communication due to technology
  • Online social networks and their influence
  • Impact of texting and cell phones
  • How do men and women communicate differently using body language, and why does it matter (in dating, the workplace, and social circles)?
  • Limitations of the media
  • Marketing to children
  • Sexual innuendos in marketing
  • Global marketing trends
  • Should certain kinds of ads be banned in the interest of health/morality/annoyance – alcohol, cigarettes, prescription meds, etc…?
  • Children’s programming and advertising
  • Most controversial political ads
  • Media response and public outcry to political ads
  • Campaign funds and their relation to political advertising
  • Domestic policy
  • Separation of church and state
  • Judge nominations and make up of supreme court
  • Congressional opposition to presidential nominees/filibusters
  • Affirmative action
  • Erosion of civil liberties vs. protection against terrorism
  • Patriot Act One and Two
  • Most developed nations have universal health coverage. Why doesn’t the U.S., the wealthiest nation, have it?
  • Tax cut as economic stimulation
  • Needs of the states vs. needs of the individuals
  • Budget deficits and deficit spending
  • Rich vs. poor
  • Protection of victims vs. freedom of speech/rights of the accused
  • How to improve race relations
  • Women still earn only 75 cents for every $1 a man earns. Explain why.
  • Discrimination in the workplace: analyzing issues for today’s corporations.
  • Gender discrimination
  • Interracial marriage
  • Should government impose restrictions on what kinds of foods can be served in school cafeterias?
  • Pros and cons of school uniforms.
  • Do children learn better in boys-only and girls-only schools?
  • Charter schools
  • Prayer in schools
  • Rights of the individual vs. community safety (or campus safety)
  • Funding for research
  • U.S. obligation to third world countries
  • Manufacturing of generic drugs vs. U.S. pharmaceutical companies
  • How contagious diseases “jump” from animal hosts to human
  • What treatments are available to people infected with HIV and are they effective?
  • Right to privacy of a child with AIDS vs. safety of other children
  • Limits for campus safety vs. personal freedom
  • Implications on violence and crime
  • Issues with binge drinking
  • Should the U.S. lower the drinking age to 18?
  • Leniency because of condition vs. community safety
  • Revoking drivers license vs. being able to attend classes and work
  • Age discrimination of violators
  • Animal rights vs. medical research
  • Should it be illegal to use animals for sports and entertainment?
  • Humane treatment of animals vs. factory farms
  • Animal welfare in slaughter houses
  • Animal protection vs. business, employment interests
  • School prestige vs. academic standards
  • Should shoe companies be able to give away free shoes and equipment to high school athletes?
  • Should college athletes be paid?
  • Doping in sports
  • What are the effects on children whose parents push them in sports?
  • Steroids: Should they be legalized?
  • Title IX: Has it helped women’s sports? Has it harmed men’s sports?
  • Social effects of team sports
  • Needed in public school library/curriculum?
  • Needed in entertainment industry?
  • Needed on the Internet?
  • Should parents censor textbooks and other literature for children in schools?
  • Parental filters on the Internet. Does censorship actually increase curiosity and use of pornography?
  • How is internet censorship used in China and around the world?
  • How has United States censorship changed over the decades?
  • Democratic kingmaker, influence on political succession
  • Impact of global initiative
  • Influence on fundraising
  • Influence as Secretary of State
  • Foreign policies
  • Influence on women
  • ACT or SAT score requirements
  • Promotional techniques, such as 1st time scholarships
  • 4 year vs. 2 year colleges
  • College admission policies
  • College tuition planning
  • Distance education
  • Diploma mills
  • Online porn vs. freedom of speech
  • Stalking, invasion of privacy vs. reasonable access
  • Hacking crimes–workable solutions?
  • What are the latest ways to steal identity and money?
  • From where does spam email come and can we stop it?
  • How do computer viruses spread and in what ways do they affect computers?
  • Cyber security
  • Securing Internet commerce: is it possible in today’s arms’ race of hackers and evolving technology?
  • Is downloading of media (music, videos, software) infringing on the rights of media producers and causing economic hardships on media creators?
  • Should media producers prosecute students and individuals that they suspect of downloading copyrighted materials?
  • Programs such as SPOTIFY and PANDORA
  • Copyright Law
  • Age limitations on surgery
  • Addiction to surgery
  • Demand for beauty by society
  • The dangers of breast implants for teenagers
  • The cost of cosmetic surgery
  • Plastic surgery
  • Weight loss surgery
  • Are surgeons “scissor happy,” and are surgeries widely unnecessarily
  • Negative texting, instant messaging, email
  • Is cyber-bullying as bad as face-to-face?
  • Kinds of punishment for cyber-bullying
  • Media response
  • Should the state or federal government put laws into place to prevent bullying?
  • Is homosexuality a choice, or are people born gay?
  • Evolution vs. Creationism.
  • Should “under God” remain in the Pledge of Allegiance?
  • Is healthcare a right or a privilege?
  • Fossil fuels vs. alternative energy.
  • Transgender bathroom policies.
  • Capitalism vs. socialism.
  • Should parents be allowed to spank their children?
  • Should sanctuary cities lose their federal funding?
  • The pros and cons of gun control.
  • Should the U.S. continue drone strikes in foreign countries?
  • Was the U.S. justified in going to war with Iraq?
  • How to solve the Israeli-Palestinian conflict.
  • The pros and cons of animal testing.
  • Do pro athletes have the right to sit during the national anthem?
  • Incarceration rates in the U.S.
  • Technology and the criminal justice system.
  • Police brutality and minorities.
  • Should the police wear body cameras?
  • In what circumstances should the death penalty be allowed?
  • Should we have stiffer penalties for drunk driving?
  • Should those who text while driving be put in jail?
  • White-collar crime and punishment.
  • Criminalizing protests and activism.
  • The rise of wrongful convictions.
  • Mutual consent vs. exploitation
  • Campuses with “no touch” policy
  • Drugs associated to Date Rape
  • Violence and Rape
  • Government support vs. parental financing
  • Benefits vs. harmful effects
  • Trump’s unconventional presidential campaign.
  • The psychology of Donald Trump.
  • Who is behind Trump’s political rise?
  • Donald Trump and evangelical voters.
  • Donald Trump the businessman.
  • Trump’s war on the press (aka “fake news”).
  • The Trump Organization and conflicts of interest.
  • The border wall and illegal immigration policy.
  • Global warming and climate change policy.
  • Trump-Russia collusion.
  • The rapid rise of “The Resistance.”
  • Trump’s legislative agenda; e.g., health care, tax policy, deregulation, etc.
  • Trump’s “America First” trade and foreign policy.
  • The case for (or against) the Trump presidency.
  • Punishment vs. treatment
  • Family reactions
  • Social acceptance
  • Community safety vs. legalization
  • United States military involvement in Colombian drug trade?
  • Drug legalization
  • Abstinence Program: Do they work?
  • Should the federal government legalize the use of marijuana?
  • What is the true key to happiness?
  • What is the cause of America’s obesity crisis?
  • Why sleep is necessary.
  • Are plastic bottles really bad for you?
  • How to encourage people to recycle more.
  • How 3D printers benefit everyone.
  • How do GPS systems on smartphones work?
  • How have oil spills impacted the environment?
  • Verbal vs. nonverbal communication.
  • The accuracy of lie detector tests.
  • How Bill Gates and Steve Jobs changed the world.
  • The pros and cons of hitchhiking.
  • The PC vs. the Mac.
  • What causes tornadoes?
  • Pollution, air, and water
  • Endangered species
  • What are the risks of climate change and global warming?
  • Rain forests
  • Alternative energy
  • Alternative fuel/hybrid vehicles
  • Conservation
  • Deforestation
  • Greenhouse effect
  • Marine pollution
  • How have oil spills affected the planet and what steps are being taken to prevent them?
  • Sustainability of buildings
  • Recycling programs
  • Cost of “green” programs
  • Wind turbines
  • Landfill issues
  • Renewable fuels
  • Radioactive waste disposal
  • Soil pollution
  • Wildlife conservation: what efforts are being taken to protect endangered wildlife?
  • Excessive burden on industries?
  • Drilling for oil in Alaska’s ANWR (Arctic National Wildlife Refuge)
  • Gasoline consumption vs. SUV’s popularity
  • Wildlife protection vs. rights of developers
  • Clean air and water standards–weakened vs. strengthened
  • What are the dangers of scuba diving and underwater exploration?
  • Should the use of coal be subjected to stricter environmental regulations than other fuels?
  • Is global warming a hoax? Is it being exaggerated?
  • How much is too much noise? What, if anything, should we do to curb it?
  • Protecting victims vs. rights of the accused
  • Women who kill abusive husbands vs. punishment for murder
  • Marital rape?
  • How to protect children vs. respect for parental rights
  • Children who kill abusive parents
  • Child abuse–workable solutions?
  • Child abuse
  • Domestic abuse
  • Organic farming vs. mainline use of chemical sprays
  • How to best protect the environment; conservation
  • Family vs. corporate farms
  • Food production costs
  • Interventionism?
  • Third world debt and World Bank/International Monetary Fund
  • Military support vs. economic development of third world countries
  • Human rights violations
  • European Union in competition with the U.S.
  • Unilateralism
  • Relevance of the United Nations
  • Neocon role in foreign policy
  • Christian right influence on foreign policy
  • Pentagon vs. State Department
  • Nation building as a policy
  • Arms control
  • Obama’s National Strategy for Counterterrorism
  • Control of al Qaeda
  • Drawdown of U.S. Armed Forces in the Middle East
  • Cats vs. dogs: which makes the better pet?
  • My pet can live forever: why I love animal clones.
  • According to my social media profile, my life is perfect.
  • Football vs. baseball: which sport is America’s favorite pastime?
  • Starbucks vs. Caribou: whose coffee is better?
  • What does your dog really think of you?
  • Why millennials deserve lower pay.
  • What makes people end up with so many mismatched socks?
  • How to become a research paper master.
  • How reading Tuesdays with Morrie can make you wiser.
  • Easy way to earn revenues vs. social damage
  • Individual freedom vs. social damage
  • Do lotteries actually benefit education or is it a scam?
  • Can gamblers ever acquire a statistical advantage over the house in casino games?
  • Should there be a constitutional amendment that allows gays and lesbians to legally marry?
  • Adoption rights?
  • Need special rights for protection?
  • College campus response
  • Gay, lesbian, bisexual, or transgender
  • Gay parenting
  • Elderly to share in the tax burden vs. government support of elderly
  • Future of social security
  • Job discrimination
  • Child rearing
  • Employment issues
  • Generational differences
  • Community and police safety vs. unrestricted right to bear arms
  • NRA (National Rifle Association)
  • 2nd Amendment
  • Do states that allow citizens to carry guns have higher or lower crime rates?
  • Community safety vs. freedom of Speech
  • Punishment inequities
  • Persecution of alternative lifestyles
  • Church Arson: Hate crime?
  • Prevention of hazing
  • Greek organizations and rituals of hazing
  • Statistics of death or injury due to Hazing
  • High Schools and Hazing
  • What happened during the Salem witch trials?
  • How did trains and railroads change life in America?
  • What may have occurred during the Roswell UFO incident of 1947?
  • What Olympic events were practiced in ancient Greece?
  • How did Cleopatra come to power in Egypt? What did she accomplish during her reign?
  • What are the origins of the conflict in Darfur?
  • What was the women’s suffrage movement and how did it change America?
  • How was the assassination of Abraham Lincoln plotted and executed?
  • How did Cold War tension affect the US and the world?
  • What happened to the lost settlers at Roanoke?
  • How did Julius Caesar affect Rome?
  • How did the Freedom Riders change society?
  • What was the code of the Bushido and how did it affect samurai warriors?
  • How did Joan of Arc change history?
  • What dangers and hardships did Lewis and Clark face when exploring the Midwest?
  • How are the Great Depression and the Great Recession similar and different?
  • What was the Manhattan Project and what impact did it have on the world?
  • Why did Marin Luther protest against the Catholic Church?
  • How did the Roman Empire fall?
  • How did the black plague affect Europe?
  • How did Genghis Khan conquer Persia?
  • How did journalists influence US war efforts in Vietnam?
  • Who is Vlad the Impaler and what is his connection to Count Dracula?
  • Who was a greater inventor, Leonardo di Vinci or Thomas Edison?
  • What was the role of African Americans during the Revolutionary War?
  • What was Britain’s view of India during British rule?
  • What were the factors in the China-Tibet conflict?
  • Research and analyze the emergence of the Catholic Church as a political force following the collapse of the Roman Empire.
  • Investigate Dr. Eileen Powers’ claim that the Roman Empire was lost primarily due to an inability to perceive itself as subject to the change inevitable to all governments, or her “force of nature” theory.
  • Explore and discuss the actual cooperation occurring through the centuries of Barbarian conquest of Rome.
  • Examine the differences and similarities between Western and Eastern concepts and practices of kingship.
  • Investigate and explain the trajectory of ALEXANDER THE GREAT’s empire, with minimal emphasis on personal leadership.
  • To what extent did commerce first link Eastern and Western cultures, and how did this influence early international relations?
  • Research and analyze how Japan moved from a feudalistic to a modern state, and how geographic isolation played a role in the process.
  • Analyze the process and effects of Romanization on the Celtic people of ancient England: benefits, conflicts, influences.
  • Overview of British dominance of Ireland, Wales, and Scotland! How was this justified in each case, and what motivated the attempts over centuries of rebellion and failure?
  • Investigate the known consequences of Guttenberg’s printing press within the first 30 years of its invention, and only in regard to the interaction between European nations.
  • Identify and analyze the point at which the Reformation became fused with European politics and nationalist agendas.
  • To what extent did Henry VIII promote the Reformation, despite his vigorous persecution of heretics in England?
  • Trace and discuss the uses of papal power as a military and political device in the 14th and 15th centuries.
  • Research the city/state of Florence from the 13th to the 16th centuries, discussing how and why it evolved as so fiercely republican.
  • Compare and contrast the Russian Czarism of Peter, Elizabeth, and Catherine with the monarchies of England and France in the 18th and 19th centuries.
  • Investigate the enormous significance of Catholic Orthodoxy as the dominant faith in Russia, and its meaning and influence in an empire populated by a minimal aristocracy and predominant serfdom.
  • To what extent did Philip II’s religious convictions shape European policy and conflict in the 16th century?
  • Trace the path leading to the convocation of the Estates in France in the late 18th century, leading to the Revolution. Assess political and social errors responsible.
  • What eventually ended serfdom in Russia, and why were numerous attempts to end it by the Czars in power consistently unsuccessful?
  • Research and report on how England was transformed in the 19th century by the industrial revolution and the advent of the railroad.
  • Compare and contrast the consequences of the industrial revolutions in England and America in terms of urbanization.
  • What were the circumstances leading to World War I, and how might the war have been averted?
  • Assess the Cold War of the 20th century in an historical context: can any parallels be made between this conflict and other ongoing tensions between major powers in earlier centuries?
  • Analyze Roosevelt’s decisions in implementing the New Deal, beginning with the closing of the banks. Suggest alternative strategies, or reinforce the rationale of the actions.
  • What architectural marvels were found in Tenochtitlan, capital of the Aztec Empire?
  • What was the cultural significance of the first moon landing?
  • Food programs
  • Welfare reform
  • Governmental supplementation
  • Homeless: urban restrictions vs. needs of the destitute
  • Workable solutions?
  • Realistic limits vs. openness toward people in need
  • English as official language vs. respect for diversity
  • Should illegal immigrants be made legal citizens?
  • Access to public school and public programs for Illegal Aliens
  • Policing borders–workable solutions?
  • Employment and/or taxation for Illegal Aliens
  • International trade
  • Democratization
  • “Shock and awe”
  • U.S. occupation vs. liberation
  • Iraqi run vs. U.S. puppet state
  • Oil and Gas prices-Control of resources
  • Effective self-government
  • War on Terrorism
  • Is America winning or losing the War? What is the measurement of success? Have the benefits outweighed the costs?
  • Parental leave for both parents
  • FMLA (Family Medical Leave Act)
  • Bonding time
  • Preemptive strike policy
  • Precision weapons
  • Intelligence reliability
  • Afghanistan – a success or stalemate
  • Should the U.S. have mandatory military conscriptions? For whom?
  • Governmental support
  • Preparedness
  • School emergency plans
  • Community warning systems
  • Damage costs
  • U.S. presidential elections should be decided by the popular vote, rather than the Electoral College.
  • The minimum wage should be increased to provide a “livable” wage for working families.
  • There should be stiffer penalties for those who commit animal cruelty.
  • School vouchers increase competition and create better quality schools.
  • The corporate tax rate should be lowered to create more jobs.
  • Social Security should be privatized.
  • Human torture should be banned in all circumstances.
  • Affirmative action is still needed to ensure racial and gender equality.
  • The U.S. dollar should go back on the gold standard.
  • Euthanasia and assisted suicide should be outlawed.
  • Police brutality vs. dangers that police face
  • Racially motivated brutality?
  • Politician’s right to privacy vs. the public’s right to know
  • Amount of money going into presidential campaigns
  • Views on abortion, gay marriage, and other controversial topics
  • Political debates throughout history
  • Third-party candidates at presidential debates
  • Rights of religious citizens vs. freedom from imposition (e.g. prayer in schools)
  • Religious motivation for political involvement vs. cultural pluralism
  • Christian Right’s influence on foreign policy
  • How serious? Causes? Workable solutions?
  • Funding abortion as a form of birth control in third world countries?
  • What would happen globally if the demand for natural resources is greater than the supply?
  • Limitation of social deterioration vs. freedom of speech
  • Definition of Pornography
  • Child Pornography
  • Building prisons vs. alternative sentencing
  • Adjusted sentencing for lesser crimes
  • Community service
  • Diversion Programs for inmates
  • How does the prison population in America compare to other nations?
  • Prostitution laws in the US and abroad
  • Benefits and drawbacks to legalizing prostitution
  • Psychological effect on prostitutes and former prostitutes
  • Sex slavery, buying and selling
  • Should the government be allowed to wire tap without permission?
  • What limitations, if any, should be applied to the paparazzi?
  • What medical information should be confidential? Who, if anybody, should have access to medical records?
  • Does the public have a right to know about a public figure’s private life?
  • Privacy rights
  • Do harsher punishments mean fewer convictions?
  • Date rape: consent vs. exploitation
  • Drugs-Rohypnol, GHB, KETAMINE
  • Legalization of Date Rape Drugs
  • Recently, a 17-year-old boy was sentenced to 10 years in prison for having consensual oral sex with a 15-year-old girl. Are statutory rape laws patronizing to girls and discriminatory to boys?
  • Acquaintance rape
  • Is there one true religion?
  • Freedom of religion
  • Offer distinct reasons why the Bible should be studied as literature, removed from religious significance.
  • From Hollywood to the White House: the political rise of Ronald Reagan.
  • The Great Communicator: how Reagan captured the hearts of Americans.
  • 1981 assassination attempt: bullet wound leaves Reagan inches away from death.
  • Reagan appoints the first female Supreme Court justice.
  • The PATCO breakup and decline of the labor unions.
  • Tax cuts and “Reaganomics.”
  • The “Iran-Contra” scandal.
  • Reagan, Gorbachev, and the end of the Cold War.
  • The final act: Reagan’s Alzheimer’s disease diagnosis and long goodbye.
  • How has airport security intensified since September 11th, 2001?
  • Identity theft
  • Homeland Security: Are we safer since the creation of this department?
  • Should the government use invasive pat-downs and body scans to ensure passenger safety or are there better methods?
  • Is arming Pilots a good idea?
  • What responsibilities do secret service agents have?
  • Student loan scams
  • How to avoid student loan debt
  • Managing student loan debt
  • Driverless cars and the future of transportation.
  • Breaking the glass ceiling: the impact of the women’s rights movement.
  • How seniors contribute to societal well-being.
  • How disabled individuals are viewed by society.
  • The modern-day civil rights movement.
  • Has technology made us more detached from society?
  • The role of religion in society.
  • In today’s society, are we better off or worse off than previous generations?
  • Popular music and its impact on the culture.
  • Class and geographical segregation.
  • The differences between life in the city, suburbs, and/or rural areas.
  • Should parents be able to create designer babies?
  • Should microchips be implanted inside humans for better tracking and security?
  • Will smart watches eventually replace cell phones?
  • The pros and cons of being a global citizen.
  • Progressive vs. flat tax
  • Excessive taxes vs. worthwhile programs
  • Is text messaging contributing to teen illiteracy?
  • How eating disorders impact teens.
  • Tablets vs. textbooks.
  • Do standardized tests improve teen education?
  • Are violent video games contributing to juvenile delinquency?
  • Is English literature relevant for today’s teens?
  • Should the HPV vaccine be required for teen girls?
  • Do teachers inflate grades so students can pass?
  • Should advertisers be allowed to target teens?
  • How to encourage teens to stop smoking.
  • The causes and effects of teen alcohol and drug abuse.
  • How to prevent teen pregnancy.
  • Osama Bin Laden
  • World Trade Center and Pentagon bombings
  • September 11, 2001
  • War on terrorism
  • Afghanistan
  • Bioterrorism
  • Al Qaida: Has U.S. policy actually spread terrorism rather than contained it? Will it get better or worse? Why and how?
  • Can terrorism ever be justified?
  • What kind of person becomes a suicide bomber?
  • What were the circumstances surrounding the death of Osama Bin Laden?
  • Has the Patriot Act prevented or stopped terrorist acts in America?
  • How is text messaging affecting teen literacy?
  • Cell Phones: How have they changed us socially?
  • Does the Information Age mean we are losing important historical information?
  • Where did hip-hop music originate?
  • A day in the life of a Buddhist monk.
  • How does the brain store and retrieve memories?
  • What life is like inside an ant colony.
  • The case for and against the existence of UFOs.
  • Can virtual reality adequately substitute for actual reality?
  • Are dreams hidden messages or just hot air?
  • Why do people collect the most ridiculous things?
  • When is it time to get out of an abusive relationship?
  • The art of pretending to care.
  • Public attitudes toward veterans
  • Health issues caused by service time
  • Organizations for veterans
  • Governmental support for veterans
  • What programs are available to help war veterans get back into society?
  • Iraq War Vets: Are they being cheated on medical benefits?
  • Is there a glass ceiling?
  • Obstacles to women running for political office?
  • Should women be priests, pastors, ministers, and rabbis?
  • What differences, if any, are there in children who are raised by stay-at-home moms and working moms? Does society today still discriminate against working mothers who wish to have flexible work schedules?
  • Should stay-at-home moms get a salary from the government?
  • Why do we sleep?
  • How do GPS systems work?
  • Who was the first person to reach the North Pole?
  • Did anybody ever escape Alcatraz?
  • What was life like for a gladiator?
  • Are there any effective means of repelling insects?
  • How is bulletproof clothing made?
  • How was the skateboard invented and how has it changed over the years?
  • What is life like inside of a beehive?
  • Where did hip hop originate and who were its founders?
  • What makes the platypus a unique and interesting mammal?
  • What is daily life like for a Buddhist monk?
  • How did gunpowder change warfare?
  • How were cats and dogs domesticated and for what purposes?
  • What do historians know about ninjas?
  • Are humans still evolving?
  • What is the curse of the pharaohs?
  • Why was Socrates executed?
  • How did ancient sailors navigate the globe?
  • How are black holes formed?
  • How do submarines work?
  • Do lie detector tests accurately determine truthful statements?
  • How does a hybrid car save energy?
  • What ingredients can be found in a hotdog?
  • How does a shark hunt?
  • How does the human brain store and retrieve memories?
  • How does stealth technology shield aircraft from radar?
  • What causes tornados?
  • How does night vision work?
  • What causes desert mirages, and how do they affect wanderers?
  • What are sinkholes, and how are they formed?
  • What are the major theories explaining the disappearance of the dinosaurs?
  • Should we reform laws to make it harder to get a divorce?
  • Divorce rates
  • Family relationships
  • Family values
  • Race relations
  • Marriage and Divorce
  • A view of home life and its effect on child development
  • How 4 generations in the workplace can work together.
  • Building positive employee relationships
  • Modern work environments
  • Business leadership
  • Workforce regulations
  • Small business and taxation
  • Corporate law
  • Issues in modern Human Resources: Are today’s corporations patronizing employees or being more responsible for them?
  • Cultural conflict in globalization: Strategies for successfully establishing a presence in a foreign culture
  • Corporate abuse: How can executives so successfully manipulate corporations criminally?
  • Identifying stakeholders in non-public companies: is the corporate responsibility the same as for public offerings?
  • Devise a new model of leadership for business today, incorporating elements of existing leadership models and theories.
  • Examine the actual impact of social media as a business promotion instrument.
  • Devise a scenario in which traditionally unethical business practices may be justified.
  • Should newspaper reporters be required to reveal their sources?
  • Do the media (both print and broadcast) report fairly? Do they ever cross the line between reporting the news and creating the news?
  • Does news coverage favor whites?
  • What steps are involved in creating a movie or television show?
  • How have the film and music industries dealt with piracy?
  • Media conglomerates/ownership
  • Minorities in mass media
  • Portrayal of women
  • Reality television
  • Television violence
  • Media portrayals
  • Sensationalized media
  • Examine the issues of responsibility in pharmaceutical companies’ promotion of drugs in the media.
  • Forensic science technology
  • What are the current capabilities and future goals of genetic engineers?
  • What obstacles faced scientists in breaking the sound barrier?
  • What is alchemy and how has it been attempted?
  • What technologies are available to home owners to help them conserve energy?
  • Nuclear energy
  • Clean energy resources
  • Wind energy: Is wind energy really that inexpensive? Is it effective? Is it practical?
  • What are the dangers and hazards of using nuclear power?
  • Investigate Freud’s contributions to psychology as they exist today: what value remains?
  • Are there gender foundations to psychology and behavior that are removed from cultural considerations? To what extent does gender actually dictate thought process?
  • To what extent is sexual orientation dictated by culture, and is there an orientation not subject to social and cultural influences?
  • Investigate the psychological process in group dynamics with regard to the emergence of leaders and the compliance of others.
  • Compare and contrast Jung, Freud, and Adler: explore distinctions and commonalities.
  • What is “normal,” and to what extent is psychology reliant on culture to define this?
  • Research and assess the effectiveness of radical psychotherapies and unconventional treatments.
  • Research the concept of human will as both a component of individual psychology and a process or element removed from it.
  • To what extent is self-image influenced by culture in regard to eating disorders? Are external factors entirely to blame?
  • How do centuries-old beliefs of madness and dementia relate to modern conceptions of mental illness?
  • Is psychology itself inevitably a non-science in that virtually any theory may be substantiated, or is there a foundation of science to the subject to which all theorists must conform?
  • Examine Euripides and gender psychology: what do the Trojan Women and Medea reveal?
  • Using three characters, explore Chaucer’s insight into human behavior in The Canterbury Tales.
  • Identify the true relationship between Dante and Virgil in The Divine Comedy, emphasizing Dante’s reliance on the poet.
  • Research and discuss the English fascination for euphemism and ornate narratives in the 16th century, beginning with John Lyly.
  • Examine any existing controversies regarding Shakespearean authorship, citing arguments on both sides.
  • Analyze similarities and differences between Marlowe and Shakespeare in regard to Tamburlaine and Titus Andronicus.
  • Defend or support Bloom’s assertion of Shakespeare as the “inventor of the human being.”
  • To what degree are Shakespeare’s plays influenced by, or reflective, of the Elizabethan era? Identify specific cultural and national events linked to at least 3 plays.
  • Analyze the unusual construction of A Winter’s Tale in regard to transition from comedy to drama. Is this valid? Does the transition benefit or harm the play?
  • Support the belief that Shakespeare is representing himself as Prospero through evidence, or similarly refute the belief.
  • Why was extreme violence so popular in English Reformation drama? Cite Marlowe, Kyd, Webster, and Shakespeare.
  • Analyze the metaphysical in Donne’s poetry: is it spiritual, existential, or both?
  • What is Shelley seeking to say in Frankenstein? Support your answer with passages from the novel.
  • Compare and contrast Tolstoy’s Anna Karenina with Flaubert’s Madame Bovary, noting the characters of the heroines.
  • It is argued that Dickens failed when he turned to serious, romantic narrative in his novels. Using Copperfield, Great Expectations, and Dombey and Son, defend or refute this claim.
  • Assess Dickens’ stance as a moralist in Bleak House and Hard Times: to what extent does he seek reform, and to what does he comment on the human condition?
  • Was the Harry Potter phenomenon warranted by quality of storytelling or more a matter of public receptivity at the time combined with media exposure?

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20 thoughts on “717 Good Research Paper Topics”

How has music evolved? How has music effected history? Music of the past vs music of the present. How has the music industry effected the music’s quality?

Do you think abortion is legal? Why they do abortion?

Why are people instinctively afraid of animals that are not mammals?

Should abortion be legalized? Should domestic abuse and child abuse victims be granted clemency for killing their abuser?

Jewish holocaust and its contribution to European History, specifically Germany

What is the most popular college in the United States?

The Black Knight: Space Waste or Alien Satellite? The Moon Landing: Real or Hollywood Hoax? Have We Become Too Politically Correct? Paranormal Research: Real? Fake? Should it be offered in college? Who really was Jack the Ripper? Can a zombie apocalypse truly occur? Who is the best or worst president of the USA? The Men in Black: real or hoax?

Why Marching Band is a sport.

Marching band is not a sport

how did aids start?

Topic : Alternative medicine Research question : Does the alternative medicine is safe and standardized Hypothesis : analyse the quality controle of alternative medicine formulations

Does our nostalgic music/childhood songs affect our present lifestyle, and in what ways?

reverse discriminations is still discrimination so there’s no such thing as that. like reverse racism isn’t a thing because that is still racism

Men on birth control and not women.

You forget the topic Islamophobia 😉

You should add a music section. Is Muzio Clementi overshadowed by Mozart? The Toccata and Fugue in D- really wasn’t written by Bach The use of the “Dies Irae” in cinema Why is modern music so repetitive and simple compared to classical music?

I want to do a research project on Education

I want to research but not get a perfect topic help me give me a best topic about current affairs

Topic: History. Are the Crusades oversimplified? where they justified? If so, how? Topic: Current affairs. Is the term “conspiracy theory” used to discredit any non-mainstream, controversial opinions. Topic: Gun control. Does limiting magazine capacity for firearms have any effect on gun crime? Are high-capacity magazines ever necessary for self-defense? Topic: Economics. Are minimum wage laws necessary to guarantee “decent”, or do the laws of supply and demand automatically ensure that?

Are women funny?

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  • Last updated October 25, 2022
  • In AI Origins & Evolution

Top 10 Machine Learning Papers of 2022

topics for research papers 2022

  • Published on October 25, 2022
  • by Tasmia Ansari

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The relevance of any field depends on the ongoing research and studies around it. This especially holds for advancing fields like machine learning. 

To bring you up to speed on the critical ideas driving machine learning in 2022, we handpicked the top 10 research papers for all AI/ML enthusiasts out there!

Let’s dive in!

  • Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits

Author(s) – Sean R. Sinclair et al .

Ways to incorporate historical data are still unclear: initialising reward estimates with historical samples can suffer from bogus and imbalanced data coverage, leading to computational and storage issues—particularly in continuous action spaces. The paper addresses the obstacles by proposing ‘Artificial Replay’, an algorithm to incorporate historical data into any arbitrary base bandit algorithm. 

Read the full paper here . 

  • Bootstrapped Meta-Learning 

Author(s) – Sebastian Flennerhag et al.

The paper proposes an algorithm in which the meta-learner teaches itself to overcome the meta-optimisation challenge. The algorithm focuses on meta-learning with gradients, which guarantees performance improvements. Furthermore, the paper also looks at how bootstrapping opens up possibilities. 

Read the full paper here .

  • LaMDA: Language Models for Dialog Applications

Author(s) – Romal Thoppilan et al.

The research describes the LaMDA system which caused chaos in AI this summer when a former Google engineer claimed that it had shown signs of sentience. LaMDA is a family of large language models for dialogue applications based on Transformer architecture. The interesting feature of the model is its fine-tuning with human-annotated data and the possibility of consulting external sources. This is a very interesting model family, which we might encounter in many applications we use daily. 

  • Competition-Level Code Generation with AlphaCode

Author(s) – Yujia Li et al.

Systems can help programmers become more productive. The following research addresses the problems with incorporating innovations in AI into these systems. AlphaCode is a system that creates solutions for problems that require deeper reasoning. 

  • Privacy for Free: How does Dataset Condensation Help Privacy?

Author(s) – Tian Dong et al.

The paper focuses on Privacy Preserving Machine Learning, specifically deducting the leakage of sensitive data in machine learning. It puts forth one of the first propositions of using dataset condensation techniques to preserve the data efficiency during model training and furnish membership privacy.

  • Why do tree-based models still outperform deep learning on tabular data?

Author(s) – Léo Grinsztajn, Edouard Oyallon and Gaël Varoquaux

The research answers why deep learning models still find it hard to compete on tabular data compared to tree-based models. It is shown that MLP-like architectures are more sensitive to uninformative features in data compared to their tree-based counterparts. 

  • Multi-Objective Bayesian Optimisation over High-Dimensional Search Spaces 

Author(s) – Samuel Daulton et al.

The paper proposes ‘MORBO’, a scalable method for multiple-objective BO as it performs better than that of high-dimensional search spaces. MORBO significantly improves the sample efficiency and, where existing BO algorithms fail, MORBO provides improved sample efficiencies over the current approach. 

  • A Path Towards Autonomous Machine Intelligence Version 0.9.2

Author(s) – Yann LeCun

The research offers a vision about how to progress towards general AI. The study combines several concepts: a configurable predictive world model, behaviour driven through intrinsic motivation, and hierarchical joint embedding architectures trained with self-supervised

learning. 

  • TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data

Author(s) –   Shreshth Tuli, Giuliano Casale and Nicholas R. Jennings

This is a specialised paper applying transformer architecture to the problem of unsupervised anomaly detection in multivariate time series. Many architectures which were successful in other fields are, at some point, also being applied to time series. The research shows improved performance on some known data sets. 

  • Differentially Private Bias-Term only Fine-tuning of Foundation Models

Author(s) – Zhiqi Bu et al. 

In the paper, researchers study the problem of differentially private (DP) fine-tuning of large pre-trained models—a recent privacy-preserving approach suitable for solving downstream tasks with sensitive data. Existing work has demonstrated that high accuracy is possible under strong privacy constraints yet requires significant computational overhead or modifications to the network architecture.

Read the full paper here . 

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A systematic literature review of empirical research on ChatGPT in education

  • Open access
  • Published: 26 May 2024
  • Volume 3 , article number  60 , ( 2024 )

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topics for research papers 2022

  • Yazid Albadarin   ORCID: orcid.org/0009-0005-8068-8902 1 ,
  • Mohammed Saqr 1 ,
  • Nicolas Pope 1 &
  • Markku Tukiainen 1  

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Over the last four decades, studies have investigated the incorporation of Artificial Intelligence (AI) into education. A recent prominent AI-powered technology that has impacted the education sector is ChatGPT. This article provides a systematic review of 14 empirical studies incorporating ChatGPT into various educational settings, published in 2022 and before the 10th of April 2023—the date of conducting the search process. It carefully followed the essential steps outlined in the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA 2020) guidelines, as well as Okoli’s (Okoli in Commun Assoc Inf Syst, 2015) steps for conducting a rigorous and transparent systematic review. In this review, we aimed to explore how students and teachers have utilized ChatGPT in various educational settings, as well as the primary findings of those studies. By employing Creswell’s (Creswell in Educational research: planning, conducting, and evaluating quantitative and qualitative research [Ebook], Pearson Education, London, 2015) coding techniques for data extraction and interpretation, we sought to gain insight into their initial attempts at ChatGPT incorporation into education. This approach also enabled us to extract insights and considerations that can facilitate its effective and responsible use in future educational contexts. The results of this review show that learners have utilized ChatGPT as a virtual intelligent assistant, where it offered instant feedback, on-demand answers, and explanations of complex topics. Additionally, learners have used it to enhance their writing and language skills by generating ideas, composing essays, summarizing, translating, paraphrasing texts, or checking grammar. Moreover, learners turned to it as an aiding tool to facilitate their directed and personalized learning by assisting in understanding concepts and homework, providing structured learning plans, and clarifying assignments and tasks. However, the results of specific studies (n = 3, 21.4%) show that overuse of ChatGPT may negatively impact innovative capacities and collaborative learning competencies among learners. Educators, on the other hand, have utilized ChatGPT to create lesson plans, generate quizzes, and provide additional resources, which helped them enhance their productivity and efficiency and promote different teaching methodologies. Despite these benefits, the majority of the reviewed studies recommend the importance of conducting structured training, support, and clear guidelines for both learners and educators to mitigate the drawbacks. This includes developing critical evaluation skills to assess the accuracy and relevance of information provided by ChatGPT, as well as strategies for integrating human interaction and collaboration into learning activities that involve AI tools. Furthermore, they also recommend ongoing research and proactive dialogue with policymakers, stakeholders, and educational practitioners to refine and enhance the use of AI in learning environments. This review could serve as an insightful resource for practitioners who seek to integrate ChatGPT into education and stimulate further research in the field.

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1 Introduction

Educational technology, a rapidly evolving field, plays a crucial role in reshaping the landscape of teaching and learning [ 82 ]. One of the most transformative technological innovations of our era that has influenced the field of education is Artificial Intelligence (AI) [ 50 ]. Over the last four decades, AI in education (AIEd) has gained remarkable attention for its potential to make significant advancements in learning, instructional methods, and administrative tasks within educational settings [ 11 ]. In particular, a large language model (LLM), a type of AI algorithm that applies artificial neural networks (ANNs) and uses massively large data sets to understand, summarize, generate, and predict new content that is almost difficult to differentiate from human creations [ 79 ], has opened up novel possibilities for enhancing various aspects of education, from content creation to personalized instruction [ 35 ]. Chatbots that leverage the capabilities of LLMs to understand and generate human-like responses have also presented the capacity to enhance student learning and educational outcomes by engaging students, offering timely support, and fostering interactive learning experiences [ 46 ].

The ongoing and remarkable technological advancements in chatbots have made their use more convenient, increasingly natural and effortless, and have expanded their potential for deployment across various domains [ 70 ]. One prominent example of chatbot applications is the Chat Generative Pre-Trained Transformer, known as ChatGPT, which was introduced by OpenAI, a leading AI research lab, on November 30th, 2022. ChatGPT employs a variety of deep learning techniques to generate human-like text, with a particular focus on recurrent neural networks (RNNs). Long short-term memory (LSTM) allows it to grasp the context of the text being processed and retain information from previous inputs. Also, the transformer architecture, a neural network architecture based on the self-attention mechanism, allows it to analyze specific parts of the input, thereby enabling it to produce more natural-sounding and coherent output. Additionally, the unsupervised generative pre-training and the fine-tuning methods allow ChatGPT to generate more relevant and accurate text for specific tasks [ 31 , 62 ]. Furthermore, reinforcement learning from human feedback (RLHF), a machine learning approach that combines reinforcement learning techniques with human-provided feedback, has helped improve ChatGPT’s model by accelerating the learning process and making it significantly more efficient.

This cutting-edge natural language processing (NLP) tool is widely recognized as one of today's most advanced LLMs-based chatbots [ 70 ], allowing users to ask questions and receive detailed, coherent, systematic, personalized, convincing, and informative human-like responses [ 55 ], even within complex and ambiguous contexts [ 63 , 77 ]. ChatGPT is considered the fastest-growing technology in history: in just three months following its public launch, it amassed an estimated 120 million monthly active users [ 16 ] with an estimated 13 million daily queries [ 49 ], surpassing all other applications [ 64 ]. This remarkable growth can be attributed to the unique features and user-friendly interface that ChatGPT offers. Its intuitive design allows users to interact seamlessly with the technology, making it accessible to a diverse range of individuals, regardless of their technical expertise [ 78 ]. Additionally, its exceptional performance results from a combination of advanced algorithms, continuous enhancements, and extensive training on a diverse dataset that includes various text sources such as books, articles, websites, and online forums [ 63 ], have contributed to a more engaging and satisfying user experience [ 62 ]. These factors collectively explain its remarkable global growth and set it apart from predecessors like Bard, Bing Chat, ERNIE, and others.

In this context, several studies have explored the technological advancements of chatbots. One noteworthy recent research effort, conducted by Schöbel et al. [ 70 ], stands out for its comprehensive analysis of more than 5,000 studies on communication agents. This study offered a comprehensive overview of the historical progression and future prospects of communication agents, including ChatGPT. Moreover, other studies have focused on making comparisons, particularly between ChatGPT and alternative chatbots like Bard, Bing Chat, ERNIE, LaMDA, BlenderBot, and various others. For example, O’Leary [ 53 ] compared two chatbots, LaMDA and BlenderBot, with ChatGPT and revealed that ChatGPT outperformed both. This superiority arises from ChatGPT’s capacity to handle a wider range of questions and generate slightly varied perspectives within specific contexts. Similarly, ChatGPT exhibited an impressive ability to formulate interpretable responses that were easily understood when compared with Google's feature snippet [ 34 ]. Additionally, ChatGPT was compared to other LLMs-based chatbots, including Bard and BERT, as well as ERNIE. The findings indicated that ChatGPT exhibited strong performance in the given tasks, often outperforming the other models [ 59 ].

Furthermore, in the education context, a comprehensive study systematically compared a range of the most promising chatbots, including Bard, Bing Chat, ChatGPT, and Ernie across a multidisciplinary test that required higher-order thinking. The study revealed that ChatGPT achieved the highest score, surpassing Bing Chat and Bard [ 64 ]. Similarly, a comparative analysis was conducted to compare ChatGPT with Bard in answering a set of 30 mathematical questions and logic problems, grouped into two question sets. Set (A) is unavailable online, while Set (B) is available online. The results revealed ChatGPT's superiority in Set (A) over Bard. Nevertheless, Bard's advantage emerged in Set (B) due to its capacity to access the internet directly and retrieve answers, a capability that ChatGPT does not possess [ 57 ]. However, through these varied assessments, ChatGPT consistently highlights its exceptional prowess compared to various alternatives in the ever-evolving chatbot technology.

The widespread adoption of chatbots, especially ChatGPT, by millions of students and educators, has sparked extensive discussions regarding its incorporation into the education sector [ 64 ]. Accordingly, many scholars have contributed to the discourse, expressing both optimism and pessimism regarding the incorporation of ChatGPT into education. For example, ChatGPT has been highlighted for its capabilities in enriching the learning and teaching experience through its ability to support different learning approaches, including adaptive learning, personalized learning, and self-directed learning [ 58 , 60 , 91 ]), deliver summative and formative feedback to students and provide real-time responses to questions, increase the accessibility of information [ 22 , 40 , 43 ], foster students’ performance, engagement and motivation [ 14 , 44 , 58 ], and enhance teaching practices [ 17 , 18 , 64 , 74 ].

On the other hand, concerns have been also raised regarding its potential negative effects on learning and teaching. These include the dissemination of false information and references [ 12 , 23 , 61 , 85 ], biased reinforcement [ 47 , 50 ], compromised academic integrity [ 18 , 40 , 66 , 74 ], and the potential decline in students' skills [ 43 , 61 , 64 , 74 ]. As a result, ChatGPT has been banned in multiple countries, including Russia, China, Venezuela, Belarus, and Iran, as well as in various educational institutions in India, Italy, Western Australia, France, and the United States [ 52 , 90 ].

Clearly, the advent of chatbots, especially ChatGPT, has provoked significant controversy due to their potential impact on learning and teaching. This indicates the necessity for further exploration to gain a deeper understanding of this technology and carefully evaluate its potential benefits, limitations, challenges, and threats to education [ 79 ]. Therefore, conducting a systematic literature review will provide valuable insights into the potential prospects and obstacles linked to its incorporation into education. This systematic literature review will primarily focus on ChatGPT, driven by the aforementioned key factors outlined above.

However, the existing literature lacks a systematic literature review of empirical studies. Thus, this systematic literature review aims to address this gap by synthesizing the existing empirical studies conducted on chatbots, particularly ChatGPT, in the field of education, highlighting how ChatGPT has been utilized in educational settings, and identifying any existing gaps. This review may be particularly useful for researchers in the field and educators who are contemplating the integration of ChatGPT or any chatbot into education. The following research questions will guide this study:

What are students' and teachers' initial attempts at utilizing ChatGPT in education?

What are the main findings derived from empirical studies that have incorporated ChatGPT into learning and teaching?

2 Methodology

To conduct this study, the authors followed the essential steps of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA 2020) and Okoli’s [ 54 ] steps for conducting a systematic review. These included identifying the study’s purpose, drafting a protocol, applying a practical screening process, searching the literature, extracting relevant data, evaluating the quality of the included studies, synthesizing the studies, and ultimately writing the review. The subsequent section provides an extensive explanation of how these steps were carried out in this study.

2.1 Identify the purpose

Given the widespread adoption of ChatGPT by students and teachers for various educational purposes, often without a thorough understanding of responsible and effective use or a clear recognition of its potential impact on learning and teaching, the authors recognized the need for further exploration of ChatGPT's impact on education in this early stage. Therefore, they have chosen to conduct a systematic literature review of existing empirical studies that incorporate ChatGPT into educational settings. Despite the limited number of empirical studies due to the novelty of the topic, their goal is to gain a deeper understanding of this technology and proactively evaluate its potential benefits, limitations, challenges, and threats to education. This effort could help to understand initial reactions and attempts at incorporating ChatGPT into education and bring out insights and considerations that can inform the future development of education.

2.2 Draft the protocol

The next step is formulating the protocol. This protocol serves to outline the study process in a rigorous and transparent manner, mitigating researcher bias in study selection and data extraction [ 88 ]. The protocol will include the following steps: generating the research question, predefining a literature search strategy, identifying search locations, establishing selection criteria, assessing the studies, developing a data extraction strategy, and creating a timeline.

2.3 Apply practical screen

The screening step aims to accurately filter the articles resulting from the searching step and select the empirical studies that have incorporated ChatGPT into educational contexts, which will guide us in answering the research questions and achieving the objectives of this study. To ensure the rigorous execution of this step, our inclusion and exclusion criteria were determined based on the authors' experience and informed by previous successful systematic reviews [ 21 ]. Table 1 summarizes the inclusion and exclusion criteria for study selection.

2.4 Literature search

We conducted a thorough literature search to identify articles that explored, examined, and addressed the use of ChatGPT in Educational contexts. We utilized two research databases: Dimensions.ai, which provides access to a large number of research publications, and lens.org, which offers access to over 300 million articles, patents, and other research outputs from diverse sources. Additionally, we included three databases, Scopus, Web of Knowledge, and ERIC, which contain relevant research on the topic that addresses our research questions. To browse and identify relevant articles, we used the following search formula: ("ChatGPT" AND "Education"), which included the Boolean operator "AND" to get more specific results. The subject area in the Scopus and ERIC databases were narrowed to "ChatGPT" and "Education" keywords, and in the WoS database was limited to the "Education" category. The search was conducted between the 3rd and 10th of April 2023, which resulted in 276 articles from all selected databases (111 articles from Dimensions.ai, 65 from Scopus, 28 from Web of Science, 14 from ERIC, and 58 from Lens.org). These articles were imported into the Rayyan web-based system for analysis. The duplicates were identified automatically by the system. Subsequently, the first author manually reviewed the duplicated articles ensured that they had the same content, and then removed them, leaving us with 135 unique articles. Afterward, the titles, abstracts, and keywords of the first 40 manuscripts were scanned and reviewed by the first author and were discussed with the second and third authors to resolve any disagreements. Subsequently, the first author proceeded with the filtering process for all articles and carefully applied the inclusion and exclusion criteria as presented in Table  1 . Articles that met any one of the exclusion criteria were eliminated, resulting in 26 articles. Afterward, the authors met to carefully scan and discuss them. The authors agreed to eliminate any empirical studies solely focused on checking ChatGPT capabilities, as these studies do not guide us in addressing the research questions and achieving the study's objectives. This resulted in 14 articles eligible for analysis.

2.5 Quality appraisal

The examination and evaluation of the quality of the extracted articles is a vital step [ 9 ]. Therefore, the extracted articles were carefully evaluated for quality using Fink’s [ 24 ] standards, which emphasize the necessity for detailed descriptions of methodology, results, conclusions, strengths, and limitations. The process began with a thorough assessment of each study's design, data collection, and analysis methods to ensure their appropriateness and comprehensive execution. The clarity, consistency, and logical progression from data to results and conclusions were also critically examined. Potential biases and recognized limitations within the studies were also scrutinized. Ultimately, two articles were excluded for failing to meet Fink’s criteria, particularly in providing sufficient detail on methodology, results, conclusions, strengths, or limitations. The review process is illustrated in Fig.  1 .

figure 1

The study selection process

2.6 Data extraction

The next step is data extraction, the process of capturing the key information and categories from the included studies. To improve efficiency, reduce variation among authors, and minimize errors in data analysis, the coding categories were constructed using Creswell's [ 15 ] coding techniques for data extraction and interpretation. The coding process involves three sequential steps. The initial stage encompasses open coding , where the researcher examines the data, generates codes to describe and categorize it, and gains a deeper understanding without preconceived ideas. Following open coding is axial coding , where the interrelationships between codes from open coding are analyzed to establish more comprehensive categories or themes. The process concludes with selective coding , refining and integrating categories or themes to identify core concepts emerging from the data. The first coder performed the coding process, then engaged in discussions with the second and third authors to finalize the coding categories for the first five articles. The first coder then proceeded to code all studies and engaged again in discussions with the other authors to ensure the finalization of the coding process. After a comprehensive analysis and capturing of the key information from the included studies, the data extraction and interpretation process yielded several themes. These themes have been categorized and are presented in Table  2 . It is important to note that open coding results were removed from Table  2 for aesthetic reasons, as it included many generic aspects, such as words, short phrases, or sentences mentioned in the studies.

2.7 Synthesize studies

In this stage, we will gather, discuss, and analyze the key findings that emerged from the selected studies. The synthesis stage is considered a transition from an author-centric to a concept-centric focus, enabling us to map all the provided information to achieve the most effective evaluation of the data [ 87 ]. Initially, the authors extracted data that included general information about the selected studies, including the author(s)' names, study titles, years of publication, educational levels, research methodologies, sample sizes, participants, main aims or objectives, raw data sources, and analysis methods. Following that, all key information and significant results from the selected studies were compiled using Creswell’s [ 15 ] coding techniques for data extraction and interpretation to identify core concepts and themes emerging from the data, focusing on those that directly contributed to our research questions and objectives, such as the initial utilization of ChatGPT in learning and teaching, learners' and educators' familiarity with ChatGPT, and the main findings of each study. Finally, the data related to each selected study were extracted into an Excel spreadsheet for data processing. The Excel spreadsheet was reviewed by the authors, including a series of discussions to ensure the finalization of this process and prepare it for further analysis. Afterward, the final result being analyzed and presented in various types of charts and graphs. Table 4 presents the extracted data from the selected studies, with each study labeled with a capital 'S' followed by a number.

This section consists of two main parts. The first part provides a descriptive analysis of the data compiled from the reviewed studies. The second part presents the answers to the research questions and the main findings of these studies.

3.1 Part 1: descriptive analysis

This section will provide a descriptive analysis of the reviewed studies, including educational levels and fields, participants distribution, country contribution, research methodologies, study sample size, study population, publication year, list of journals, familiarity with ChatGPT, source of data, and the main aims and objectives of the studies. Table 4 presents a comprehensive overview of the extracted data from the selected studies.

3.1.1 The number of the reviewed studies and publication years

The total number of the reviewed studies was 14. All studies were empirical studies and published in different journals focusing on Education and Technology. One study was published in 2022 [S1], while the remaining were published in 2023 [S2]-[S14]. Table 3 illustrates the year of publication, the names of the journals, and the number of reviewed studies published in each journal for the studies reviewed.

3.1.2 Educational levels and fields

The majority of the reviewed studies, 11 studies, were conducted in higher education institutions [S1]-[S10] and [S13]. Two studies did not specify the educational level of the population [S12] and [S14], while one study focused on elementary education [S11]. However, the reviewed studies covered various fields of education. Three studies focused on Arts and Humanities Education [S8], [S11], and [S14], specifically English Education. Two studies focused on Engineering Education, with one in Computer Engineering [S2] and the other in Construction Education [S3]. Two studies focused on Mathematics Education [S5] and [S12]. One study focused on Social Science Education [S13]. One study focused on Early Education [S4]. One study focused on Journalism Education [S9]. Finally, three studies did not specify the field of education [S1], [S6], and [S7]. Figure  2 represents the educational levels in the reviewed studies, while Fig.  3 represents the context of the reviewed studies.

figure 2

Educational levels in the reviewed studies

figure 3

Context of the reviewed studies

3.1.3 Participants distribution and countries contribution

The reviewed studies have been conducted across different geographic regions, providing a diverse representation of the studies. The majority of the studies, 10 in total, [S1]-[S3], [S5]-[S9], [S11], and [S14], primarily focused on participants from single countries such as Pakistan, the United Arab Emirates, China, Indonesia, Poland, Saudi Arabia, South Korea, Spain, Tajikistan, and the United States. In contrast, four studies, [S4], [S10], [S12], and [S13], involved participants from multiple countries, including China and the United States [S4], China, the United Kingdom, and the United States [S10], the United Arab Emirates, Oman, Saudi Arabia, and Jordan [S12], Turkey, Sweden, Canada, and Australia [ 13 ]. Figures  4 and 5 illustrate the distribution of participants, whether from single or multiple countries, and the contribution of each country in the reviewed studies, respectively.

figure 4

The reviewed studies conducted in single or multiple countries

figure 5

The Contribution of each country in the studies

3.1.4 Study population and sample size

Four study populations were included: university students, university teachers, university teachers and students, and elementary school teachers. Six studies involved university students [S2], [S3], [S5] and [S6]-[S8]. Three studies focused on university teachers [S1], [S4], and [S6], while one study specifically targeted elementary school teachers [S11]. Additionally, four studies included both university teachers and students [S10] and [ 12 , 13 , 14 ], and among them, study [S13] specifically included postgraduate students. In terms of the sample size of the reviewed studies, nine studies included a small sample size of less than 50 participants [S1], [S3], [S6], [S8], and [S10]-[S13]. Three studies had 50–100 participants [S2], [S9], and [S14]. Only one study had more than 100 participants [S7]. It is worth mentioning that study [S4] adopted a mixed methods approach, including 10 participants for qualitative analysis and 110 participants for quantitative analysis.

3.1.5 Participants’ familiarity with using ChatGPT

The reviewed studies recruited a diverse range of participants with varying levels of familiarity with ChatGPT. Five studies [S2], [S4], [S6], [S8], and [S12] involved participants already familiar with ChatGPT, while eight studies [S1], [S3], [S5], [S7], [S9], [S10], [S13] and [S14] included individuals with differing levels of familiarity. Notably, one study [S11] had participants who were entirely unfamiliar with ChatGPT. It is important to note that four studies [S3], [S5], [S9], and [S11] provided training or guidance to their participants before conducting their studies, while ten studies [S1], [S2], [S4], [S6]-[S8], [S10], and [S12]-[S14] did not provide training due to the participants' existing familiarity with ChatGPT.

3.1.6 Research methodology approaches and source(S) of data

The reviewed studies adopted various research methodology approaches. Seven studies adopted qualitative research methodology [S1], [S4], [S6], [S8], [S10], [S11], and [S12], while three studies adopted quantitative research methodology [S3], [S7], and [S14], and four studies employed mixed-methods, which involved a combination of both the strengths of qualitative and quantitative methods [S2], [S5], [S9], and [S13].

In terms of the source(s) of data, the reviewed studies obtained their data from various sources, such as interviews, questionnaires, and pre-and post-tests. Six studies relied on interviews as their primary source of data collection [S1], [S4], [S6], [S10], [S11], and [S12], four studies relied on questionnaires [S2], [S7], [S13], and [S14], two studies combined the use of pre-and post-tests and questionnaires for data collection [S3] and [S9], while two studies combined the use of questionnaires and interviews to obtain the data [S5] and [S8]. It is important to note that six of the reviewed studies were quasi-experimental [S3], [S5], [S8], [S9], [S12], and [S14], while the remaining ones were experimental studies [S1], [S2], [S4], [S6], [S7], [S10], [S11], and [S13]. Figures  6 and 7 illustrate the research methodologies and the source (s) of data used in the reviewed studies, respectively.

figure 6

Research methodologies in the reviewed studies

figure 7

Source of data in the reviewed studies

3.1.7 The aim and objectives of the studies

The reviewed studies encompassed a diverse set of aims, with several of them incorporating multiple primary objectives. Six studies [S3], [S6], [S7], [S8], [S11], and [S12] examined the integration of ChatGPT in educational contexts, and four studies [S4], [S5], [S13], and [S14] investigated the various implications of its use in education, while three studies [S2], [S9], and [S10] aimed to explore both its integration and implications in education. Additionally, seven studies explicitly explored attitudes and perceptions of students [S2] and [S3], educators [S1] and [S6], or both [S10], [S12], and [S13] regarding the utilization of ChatGPT in educational settings.

3.2 Part 2: research questions and main findings of the reviewed studies

This part will present the answers to the research questions and the main findings of the reviewed studies, classified into two main categories (learning and teaching) according to AI Education classification by [ 36 ]. Figure  8 summarizes the main findings of the reviewed studies in a visually informative diagram. Table 4 provides a detailed list of the key information extracted from the selected studies that led to generating these themes.

figure 8

The main findings in the reviewed studies

4 Students' initial attempts at utilizing ChatGPT in learning and main findings from students' perspective

4.1 virtual intelligent assistant.

Nine studies demonstrated that ChatGPT has been utilized by students as an intelligent assistant to enhance and support their learning. Students employed it for various purposes, such as answering on-demand questions [S2]-[S5], [S8], [S10], and [S12], providing valuable information and learning resources [S2]-[S5], [S6], and [S8], as well as receiving immediate feedback [S2], [S4], [S9], [S10], and [S12]. In this regard, students generally were confident in the accuracy of ChatGPT's responses, considering them relevant, reliable, and detailed [S3], [S4], [S5], and [S8]. However, some students indicated the need for improvement, as they found that answers are not always accurate [S2], and that misleading information may have been provided or that it may not always align with their expectations [S6] and [S10]. It was also observed by the students that the accuracy of ChatGPT is dependent on several factors, including the quality and specificity of the user's input, the complexity of the question or topic, and the scope and relevance of its training data [S12]. Many students felt that ChatGPT's answers were not always accurate and most of them believed that it requires good background knowledge to work with.

4.2 Writing and language proficiency assistant

Six of the reviewed studies highlighted that ChatGPT has been utilized by students as a valuable assistant tool to improve their academic writing skills and language proficiency. Among these studies, three mainly focused on English education, demonstrating that students showed sufficient mastery in using ChatGPT for generating ideas, summarizing, paraphrasing texts, and completing writing essays [S8], [S11], and [S14]. Furthermore, ChatGPT helped them in writing by making students active investigators rather than passive knowledge recipients and facilitated the development of their writing skills [S11] and [S14]. Similarly, ChatGPT allowed students to generate unique ideas and perspectives, leading to deeper analysis and reflection on their journalism writing [S9]. In terms of language proficiency, ChatGPT allowed participants to translate content into their home languages, making it more accessible and relevant to their context [S4]. It also enabled them to request changes in linguistic tones or flavors [S8]. Moreover, participants used it to check grammar or as a dictionary [S11].

4.3 Valuable resource for learning approaches

Five studies demonstrated that students used ChatGPT as a valuable complementary resource for self-directed learning. It provided learning resources and guidance on diverse educational topics and created a supportive home learning environment [S2] and [S4]. Moreover, it offered step-by-step guidance to grasp concepts at their own pace and enhance their understanding [S5], streamlined task and project completion carried out independently [S7], provided comprehensive and easy-to-understand explanations on various subjects [S10], and assisted in studying geometry operations, thereby empowering them to explore geometry operations at their own pace [S12]. Three studies showed that students used ChatGPT as a valuable learning resource for personalized learning. It delivered age-appropriate conversations and tailored teaching based on a child's interests [S4], acted as a personalized learning assistant, adapted to their needs and pace, which assisted them in understanding mathematical concepts [S12], and enabled personalized learning experiences in social sciences by adapting to students' needs and learning styles [S13]. On the other hand, it is important to note that, according to one study [S5], students suggested that using ChatGPT may negatively affect collaborative learning competencies between students.

4.4 Enhancing students' competencies

Six of the reviewed studies have shown that ChatGPT is a valuable tool for improving a wide range of skills among students. Two studies have provided evidence that ChatGPT led to improvements in students' critical thinking, reasoning skills, and hazard recognition competencies through engaging them in interactive conversations or activities and providing responses related to their disciplines in journalism [S5] and construction education [S9]. Furthermore, two studies focused on mathematical education have shown the positive impact of ChatGPT on students' problem-solving abilities in unraveling problem-solving questions [S12] and enhancing the students' understanding of the problem-solving process [S5]. Lastly, one study indicated that ChatGPT effectively contributed to the enhancement of conversational social skills [S4].

4.5 Supporting students' academic success

Seven of the reviewed studies highlighted that students found ChatGPT to be beneficial for learning as it enhanced learning efficiency and improved the learning experience. It has been observed to improve students' efficiency in computer engineering studies by providing well-structured responses and good explanations [S2]. Additionally, students found it extremely useful for hazard reporting [S3], and it also enhanced their efficiency in solving mathematics problems and capabilities [S5] and [S12]. Furthermore, by finding information, generating ideas, translating texts, and providing alternative questions, ChatGPT aided students in deepening their understanding of various subjects [S6]. It contributed to an increase in students' overall productivity [S7] and improved efficiency in composing written tasks [S8]. Regarding learning experiences, ChatGPT was instrumental in assisting students in identifying hazards that they might have otherwise overlooked [S3]. It also improved students' learning experiences in solving mathematics problems and developing abilities [S5] and [S12]. Moreover, it increased students' successful completion of important tasks in their studies [S7], particularly those involving average difficulty writing tasks [S8]. Additionally, ChatGPT increased the chances of educational success by providing students with baseline knowledge on various topics [S10].

5 Teachers' initial attempts at utilizing ChatGPT in teaching and main findings from teachers' perspective

5.1 valuable resource for teaching.

The reviewed studies showed that teachers have employed ChatGPT to recommend, modify, and generate diverse, creative, organized, and engaging educational contents, teaching materials, and testing resources more rapidly [S4], [S6], [S10] and [S11]. Additionally, teachers experienced increased productivity as ChatGPT facilitated quick and accurate responses to questions, fact-checking, and information searches [S1]. It also proved valuable in constructing new knowledge [S6] and providing timely answers to students' questions in classrooms [S11]. Moreover, ChatGPT enhanced teachers' efficiency by generating new ideas for activities and preplanning activities for their students [S4] and [S6], including interactive language game partners [S11].

5.2 Improving productivity and efficiency

The reviewed studies showed that participants' productivity and work efficiency have been significantly enhanced by using ChatGPT as it enabled them to allocate more time to other tasks and reduce their overall workloads [S6], [S10], [S11], [S13], and [S14]. However, three studies [S1], [S4], and [S11], indicated a negative perception and attitude among teachers toward using ChatGPT. This negativity stemmed from a lack of necessary skills to use it effectively [S1], a limited familiarity with it [S4], and occasional inaccuracies in the content provided by it [S10].

5.3 Catalyzing new teaching methodologies

Five of the reviewed studies highlighted that educators found the necessity of redefining their teaching profession with the assistance of ChatGPT [S11], developing new effective learning strategies [S4], and adapting teaching strategies and methodologies to ensure the development of essential skills for future engineers [S5]. They also emphasized the importance of adopting new educational philosophies and approaches that can evolve with the introduction of ChatGPT into the classroom [S12]. Furthermore, updating curricula to focus on improving human-specific features, such as emotional intelligence, creativity, and philosophical perspectives [S13], was found to be essential.

5.4 Effective utilization of CHATGPT in teaching

According to the reviewed studies, effective utilization of ChatGPT in education requires providing teachers with well-structured training, support, and adequate background on how to use ChatGPT responsibly [S1], [S3], [S11], and [S12]. Establishing clear rules and regulations regarding its usage is essential to ensure it positively impacts the teaching and learning processes, including students' skills [S1], [S4], [S5], [S8], [S9], and [S11]-[S14]. Moreover, conducting further research and engaging in discussions with policymakers and stakeholders is indeed crucial for the successful integration of ChatGPT in education and to maximize the benefits for both educators and students [S1], [S6]-[S10], and [S12]-[S14].

6 Discussion

The purpose of this review is to conduct a systematic review of empirical studies that have explored the utilization of ChatGPT, one of today’s most advanced LLM-based chatbots, in education. The findings of the reviewed studies showed several ways of ChatGPT utilization in different learning and teaching practices as well as it provided insights and considerations that can facilitate its effective and responsible use in future educational contexts. The results of the reviewed studies came from diverse fields of education, which helped us avoid a biased review that is limited to a specific field. Similarly, the reviewed studies have been conducted across different geographic regions. This kind of variety in geographic representation enriched the findings of this review.

In response to RQ1 , "What are students' and teachers' initial attempts at utilizing ChatGPT in education?", the findings from this review provide comprehensive insights. Chatbots, including ChatGPT, play a crucial role in supporting student learning, enhancing their learning experiences, and facilitating diverse learning approaches [ 42 , 43 ]. This review found that this tool, ChatGPT, has been instrumental in enhancing students' learning experiences by serving as a virtual intelligent assistant, providing immediate feedback, on-demand answers, and engaging in educational conversations. Additionally, students have benefited from ChatGPT’s ability to generate ideas, compose essays, and perform tasks like summarizing, translating, paraphrasing texts, or checking grammar, thereby enhancing their writing and language competencies. Furthermore, students have turned to ChatGPT for assistance in understanding concepts and homework, providing structured learning plans, and clarifying assignments and tasks, which fosters a supportive home learning environment, allowing them to take responsibility for their own learning and cultivate the skills and approaches essential for supportive home learning environment [ 26 , 27 , 28 ]. This finding aligns with the study of Saqr et al. [ 68 , 69 ] who highlighted that, when students actively engage in their own learning process, it yields additional advantages, such as heightened motivation, enhanced achievement, and the cultivation of enthusiasm, turning them into advocates for their own learning.

Moreover, students have utilized ChatGPT for tailored teaching and step-by-step guidance on diverse educational topics, streamlining task and project completion, and generating and recommending educational content. This personalization enhances the learning environment, leading to increased academic success. This finding aligns with other recent studies [ 26 , 27 , 28 , 60 , 66 ] which revealed that ChatGPT has the potential to offer personalized learning experiences and support an effective learning process by providing students with customized feedback and explanations tailored to their needs and abilities. Ultimately, fostering students' performance, engagement, and motivation, leading to increase students' academic success [ 14 , 44 , 58 ]. This ultimate outcome is in line with the findings of Saqr et al. [ 68 , 69 ], which emphasized that learning strategies are important catalysts of students' learning, as students who utilize effective learning strategies are more likely to have better academic achievement.

Teachers, too, have capitalized on ChatGPT's capabilities to enhance productivity and efficiency, using it for creating lesson plans, generating quizzes, providing additional resources, generating and preplanning new ideas for activities, and aiding in answering students’ questions. This adoption of technology introduces new opportunities to support teaching and learning practices, enhancing teacher productivity. This finding aligns with those of Day [ 17 ], De Castro [ 18 ], and Su and Yang [ 74 ] as well as with those of Valtonen et al. [ 82 ], who revealed that emerging technological advancements have opened up novel opportunities and means to support teaching and learning practices, and enhance teachers’ productivity.

In response to RQ2 , "What are the main findings derived from empirical studies that have incorporated ChatGPT into learning and teaching?", the findings from this review provide profound insights and raise significant concerns. Starting with the insights, chatbots, including ChatGPT, have demonstrated the potential to reshape and revolutionize education, creating new, novel opportunities for enhancing the learning process and outcomes [ 83 ], facilitating different learning approaches, and offering a range of pedagogical benefits [ 19 , 43 , 72 ]. In this context, this review found that ChatGPT could open avenues for educators to adopt or develop new effective learning and teaching strategies that can evolve with the introduction of ChatGPT into the classroom. Nonetheless, there is an evident lack of research understanding regarding the potential impact of generative machine learning models within diverse educational settings [ 83 ]. This necessitates teachers to attain a high level of proficiency in incorporating chatbots, such as ChatGPT, into their classrooms to create inventive, well-structured, and captivating learning strategies. In the same vein, the review also found that teachers without the requisite skills to utilize ChatGPT realized that it did not contribute positively to their work and could potentially have adverse effects [ 37 ]. This concern could lead to inequity of access to the benefits of chatbots, including ChatGPT, as individuals who lack the necessary expertise may not be able to harness their full potential, resulting in disparities in educational outcomes and opportunities. Therefore, immediate action is needed to address these potential issues. A potential solution is offering training, support, and competency development for teachers to ensure that all of them can leverage chatbots, including ChatGPT, effectively and equitably in their educational practices [ 5 , 28 , 80 ], which could enhance accessibility and inclusivity, and potentially result in innovative outcomes [ 82 , 83 ].

Additionally, chatbots, including ChatGPT, have the potential to significantly impact students' thinking abilities, including retention, reasoning, analysis skills [ 19 , 45 ], and foster innovation and creativity capabilities [ 83 ]. This review found that ChatGPT could contribute to improving a wide range of skills among students. However, it found that frequent use of ChatGPT may result in a decrease in innovative capacities, collaborative skills and cognitive capacities, and students' motivation to attend classes, as well as could lead to reduced higher-order thinking skills among students [ 22 , 29 ]. Therefore, immediate action is needed to carefully examine the long-term impact of chatbots such as ChatGPT, on learning outcomes as well as to explore its incorporation into educational settings as a supportive tool without compromising students' cognitive development and critical thinking abilities. In the same vein, the review also found that it is challenging to draw a consistent conclusion regarding the potential of ChatGPT to aid self-directed learning approach. This finding aligns with the recent study of Baskara [ 8 ]. Therefore, further research is needed to explore the potential of ChatGPT for self-directed learning. One potential solution involves utilizing learning analytics as a novel approach to examine various aspects of students' learning and support them in their individual endeavors [ 32 ]. This approach can bridge this gap by facilitating an in-depth analysis of how learners engage with ChatGPT, identifying trends in self-directed learning behavior, and assessing its influence on their outcomes.

Turning to the significant concerns, on the other hand, a fundamental challenge with LLM-based chatbots, including ChatGPT, is the accuracy and quality of the provided information and responses, as they provide false information as truth—a phenomenon often referred to as "hallucination" [ 3 , 49 ]. In this context, this review found that the provided information was not entirely satisfactory. Consequently, the utilization of chatbots presents potential concerns, such as generating and providing inaccurate or misleading information, especially for students who utilize it to support their learning. This finding aligns with other findings [ 6 , 30 , 35 , 40 ] which revealed that incorporating chatbots such as ChatGPT, into education presents challenges related to its accuracy and reliability due to its training on a large corpus of data, which may contain inaccuracies and the way users formulate or ask ChatGPT. Therefore, immediate action is needed to address these potential issues. One possible solution is to equip students with the necessary skills and competencies, which include a background understanding of how to use it effectively and the ability to assess and evaluate the information it generates, as the accuracy and the quality of the provided information depend on the input, its complexity, the topic, and the relevance of its training data [ 28 , 49 , 86 ]. However, it's also essential to examine how learners can be educated about how these models operate, the data used in their training, and how to recognize their limitations, challenges, and issues [ 79 ].

Furthermore, chatbots present a substantial challenge concerning maintaining academic integrity [ 20 , 56 ] and copyright violations [ 83 ], which are significant concerns in education. The review found that the potential misuse of ChatGPT might foster cheating, facilitate plagiarism, and threaten academic integrity. This issue is also affirmed by the research conducted by Basic et al. [ 7 ], who presented evidence that students who utilized ChatGPT in their writing assignments had more plagiarism cases than those who did not. These findings align with the conclusions drawn by Cotton et al. [ 13 ], Hisan and Amri [ 33 ] and Sullivan et al. [ 75 ], who revealed that the integration of chatbots such as ChatGPT into education poses a significant challenge to the preservation of academic integrity. Moreover, chatbots, including ChatGPT, have increased the difficulty in identifying plagiarism [ 47 , 67 , 76 ]. The findings from previous studies [ 1 , 84 ] indicate that AI-generated text often went undetected by plagiarism software, such as Turnitin. However, Turnitin and other similar plagiarism detection tools, such as ZeroGPT, GPTZero, and Copyleaks, have since evolved, incorporating enhanced techniques to detect AI-generated text, despite the possibility of false positives, as noted in different studies that have found these tools still not yet fully ready to accurately and reliably identify AI-generated text [ 10 , 51 ], and new novel detection methods may need to be created and implemented for AI-generated text detection [ 4 ]. This potential issue could lead to another concern, which is the difficulty of accurately evaluating student performance when they utilize chatbots such as ChatGPT assistance in their assignments. Consequently, the most LLM-driven chatbots present a substantial challenge to traditional assessments [ 64 ]. The findings from previous studies indicate the importance of rethinking, improving, and redesigning innovative assessment methods in the era of chatbots [ 14 , 20 , 64 , 75 ]. These methods should prioritize the process of evaluating students' ability to apply knowledge to complex cases and demonstrate comprehension, rather than solely focusing on the final product for assessment. Therefore, immediate action is needed to address these potential issues. One possible solution would be the development of clear guidelines, regulatory policies, and pedagogical guidance. These measures would help regulate the proper and ethical utilization of chatbots, such as ChatGPT, and must be established before their introduction to students [ 35 , 38 , 39 , 41 , 89 ].

In summary, our review has delved into the utilization of ChatGPT, a prominent example of chatbots, in education, addressing the question of how ChatGPT has been utilized in education. However, there remain significant gaps, which necessitate further research to shed light on this area.

7 Conclusions

This systematic review has shed light on the varied initial attempts at incorporating ChatGPT into education by both learners and educators, while also offering insights and considerations that can facilitate its effective and responsible use in future educational contexts. From the analysis of 14 selected studies, the review revealed the dual-edged impact of ChatGPT in educational settings. On the positive side, ChatGPT significantly aided the learning process in various ways. Learners have used it as a virtual intelligent assistant, benefiting from its ability to provide immediate feedback, on-demand answers, and easy access to educational resources. Additionally, it was clear that learners have used it to enhance their writing and language skills, engaging in practices such as generating ideas, composing essays, and performing tasks like summarizing, translating, paraphrasing texts, or checking grammar. Importantly, other learners have utilized it in supporting and facilitating their directed and personalized learning on a broad range of educational topics, assisting in understanding concepts and homework, providing structured learning plans, and clarifying assignments and tasks. Educators, on the other hand, found ChatGPT beneficial for enhancing productivity and efficiency. They used it for creating lesson plans, generating quizzes, providing additional resources, and answers learners' questions, which saved time and allowed for more dynamic and engaging teaching strategies and methodologies.

However, the review also pointed out negative impacts. The results revealed that overuse of ChatGPT could decrease innovative capacities and collaborative learning among learners. Specifically, relying too much on ChatGPT for quick answers can inhibit learners' critical thinking and problem-solving skills. Learners might not engage deeply with the material or consider multiple solutions to a problem. This tendency was particularly evident in group projects, where learners preferred consulting ChatGPT individually for solutions over brainstorming and collaborating with peers, which negatively affected their teamwork abilities. On a broader level, integrating ChatGPT into education has also raised several concerns, including the potential for providing inaccurate or misleading information, issues of inequity in access, challenges related to academic integrity, and the possibility of misusing the technology.

Accordingly, this review emphasizes the urgency of developing clear rules, policies, and regulations to ensure ChatGPT's effective and responsible use in educational settings, alongside other chatbots, by both learners and educators. This requires providing well-structured training to educate them on responsible usage and understanding its limitations, along with offering sufficient background information. Moreover, it highlights the importance of rethinking, improving, and redesigning innovative teaching and assessment methods in the era of ChatGPT. Furthermore, conducting further research and engaging in discussions with policymakers and stakeholders are essential steps to maximize the benefits for both educators and learners and ensure academic integrity.

It is important to acknowledge that this review has certain limitations. Firstly, the limited inclusion of reviewed studies can be attributed to several reasons, including the novelty of the technology, as new technologies often face initial skepticism and cautious adoption; the lack of clear guidelines or best practices for leveraging this technology for educational purposes; and institutional or governmental policies affecting the utilization of this technology in educational contexts. These factors, in turn, have affected the number of studies available for review. Secondly, the utilization of the original version of ChatGPT, based on GPT-3 or GPT-3.5, implies that new studies utilizing the updated version, GPT-4 may lead to different findings. Therefore, conducting follow-up systematic reviews is essential once more empirical studies on ChatGPT are published. Additionally, long-term studies are necessary to thoroughly examine and assess the impact of ChatGPT on various educational practices.

Despite these limitations, this systematic review has highlighted the transformative potential of ChatGPT in education, revealing its diverse utilization by learners and educators alike and summarized the benefits of incorporating it into education, as well as the forefront critical concerns and challenges that must be addressed to facilitate its effective and responsible use in future educational contexts. This review could serve as an insightful resource for practitioners who seek to integrate ChatGPT into education and stimulate further research in the field.

Data availability

The data supporting our findings are available upon request.

Abbreviations

  • Artificial intelligence

AI in education

Large language model

Artificial neural networks

Chat Generative Pre-Trained Transformer

Recurrent neural networks

Long short-term memory

Reinforcement learning from human feedback

Natural language processing

Preferred Reporting Items for Systematic Reviews and Meta-Analyses

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YA contributed to the literature search, data analysis, discussion, and conclusion. Additionally, YA contributed to the manuscript’s writing, editing, and finalization. MS contributed to the study’s design, conceptualization, acquisition of funding, project administration, allocation of resources, supervision, validation, literature search, and analysis of results. Furthermore, MS contributed to the manuscript's writing, revising, and approving it in its finalized state. NP contributed to the results, and discussions, and provided supervision. NP also contributed to the writing process, revisions, and the final approval of the manuscript in its finalized state. MT contributed to the study's conceptualization, resource management, supervision, writing, revising the manuscript, and approving it.

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See Table  4

The process of synthesizing the data presented in Table  4 involved identifying the relevant studies through a search process of databases (ERIC, Scopus, Web of Knowledge, Dimensions.ai, and lens.org) using specific keywords "ChatGPT" and "education". Following this, inclusion/exclusion criteria were applied, and data extraction was performed using Creswell's [ 15 ] coding techniques to capture key information and identify common themes across the included studies.

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Albadarin, Y., Saqr, M., Pope, N. et al. A systematic literature review of empirical research on ChatGPT in education. Discov Educ 3 , 60 (2024). https://doi.org/10.1007/s44217-024-00138-2

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    Thematic analysis (TA) is a method used in qualitative research to examine themes or patterns of meaning within a data set, with the goal of answering a specific research question. This paper in Qualitative Psychology (Vol. 9, No. 1) aims to bolster researchers' conceptual and design thinking when using TA to produce more methodologically ...

  9. 10 trending open access articles 2022

    Below we explore some of the most popular open access articles published in 2022 by Taylor & Francis. With topics spanning COVID-19 treatments, artificial intelligence, and mental health - it's clear to see that open access means wider discussion and impact for research. 1.

  10. 300+ Good Research Paper Topics

    Research Paper Topics for Computer Science. Quantum Computing: Current State and Future Prospects. Artificial Intelligence in Healthcare: Diagnosis and Treatment. Blockchain Technology and Its Applications Beyond Cryptocurrency. Cybersecurity in the Age of IoT: Challenges and Solutions.

  11. 300+ Research Paper Topics for Every Student in 2024

    These are the 200+ topics on various subjects, which you might find useful when creating your own. In case you need help aside from creating topics, you can also order the original research on Politics, Media & Communication, to do my Math homework, Law, and even Nursing papers for sale on Edubirdie.

  12. Top 50 Research Paper Topics In 2022!

    Amazing research paper topics in 2022. Now that you've got some idea about choosing research paper topics that are interesting, let's move on to the next section that enlists some research paper topics for college. We will divide these 50 topics into five sections on education, psychology, environment, health, and politics.

  13. 99+ Interesting Research Paper Topics

    There are always more interesting topics to research in these areas. Exploring the Origins of the Universe: Big Bang Theory vs. Multiverse Theory. Enhancing Creativity through Neuroscience Research. The Physics of Black Holes: Mysteries and Discoveries. The Future of Space Exploration: Mars Colonization and Beyond.

  14. Research Highlights in 2022

    Research Highlight 02 Dec 2022. New Year's fireworks chase wild geese high into the sky. Tracking data show that the birds fly farther than usual on the last evening of the year and are more ...

  15. 150 Engaging Research Paper Topics For Every Student 2022

    The fight for the unification of Germany. American Civil Rights Movements. The preconditions, causes, course, and consequences of the American Civil War. The Industrial revolution in the United States. Napoleonic Wars. The crisis and the decline of the French empire (1799-1815) Criminal Justice Research Paper Topics. Crime and criminal misconduct.

  16. Four Deep Learning Papers to Read in January 2022

    7 min read. ·. Jan 10, 2022. --. 2. Welcome to the January edition of the ‚Machine-Learning-Collage' series, where I provide an overview of the different Deep Learning research streams. So what is a ML collage? Simply put, I draft one-slide visual summaries of one of my favourite recent papers.

  17. 2022's most interesting health care research papers, according to the

    Dec 22, 2022, 7:06 AM PST. A health care worker comforts a patient at United Memorial Medical Center in Houston, Texas, in 2020. Mark Felix/AFP via Getty Images. Dylan Scott is a senior ...

  18. Top 10 Must-Read Data Science Research Papers in 2022

    These research papers consist of different data science topics including the present fast passed technologies such as AI, ML, Coding, and many others. ... This paper analyses the impacts of a pandemic from 2019-2022 and how it has affected the world with the help of data science tools. It also talks about how data science played a major role in ...

  19. 717 Good Research Paper Topics [Updated May 2024 ]

    Some common research paper topics include abortion, birth control, child abuse, gun control, history, climate change, social media, AI, global warming, health, science, and technology. But we have many more! On this page, we have hundreds of good research paper topics across a wide range of subject fields. Each of these topics could be used ...

  20. Top 100 in Psychology

    Top 100 in Psychology - 2022. This collection highlights our most downloaded* psychology papers published in 2022. Featuring authors from around the world, these papers showcase valuable research ...

  21. Top 10 Machine Learning Papers of 2022

    To bring you up to speed on the critical ideas driving machine learning in 2022, we handpicked the top 10 research papers for all AI/ML enthusiasts out there! Let's dive in! Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits. Author (s) - Sean R. Sinclair et al. Ways to incorporate historical data are still ...

  22. A systematic literature review of empirical research on ChatGPT in

    Over the last four decades, studies have investigated the incorporation of Artificial Intelligence (AI) into education. A recent prominent AI-powered technology that has impacted the education sector is ChatGPT. This article provides a systematic review of 14 empirical studies incorporating ChatGPT into various educational settings, published in 2022 and before the 10th of April 2023—the ...

  23. Agriculture

    The research findings are as follows: the coupling and coordination levels among provinces in China have been on the rise year by year. By 2022, the coupling and coordination levels of most provinces range between 0.5 and 0.6. Regional disparities are the primary determinant of the poor overall coupling and coordination level in China.

  24. Top 100 in Neuroscience

    This collection highlights our most downloaded* neuroscience papers published in 2022. Featuring authors from around the world, these papers showcase valuable research from an international community.