homework benefits research

Does Homework Really Help Students Learn?

A conversation with a Wheelock researcher, a BU student, and a fourth-grade teacher

“Quality homework is engaging and relevant to kids’ lives,” says Wheelock’s Janine Bempechat. “It gives them autonomy and engages them in the community and with their families. In some subjects, like math, worksheets can be very helpful. It has to do with the value of practicing over and over.” Photo by iStock/Glenn Cook Photography

Do your homework.

If only it were that simple.

Educators have debated the merits of homework since the late 19th century. In recent years, amid concerns of some parents and teachers that children are being stressed out by too much homework, things have only gotten more fraught.

“Homework is complicated,” says developmental psychologist Janine Bempechat, a Wheelock College of Education & Human Development clinical professor. The author of the essay “ The Case for (Quality) Homework—Why It Improves Learning and How Parents Can Help ” in the winter 2019 issue of Education Next , Bempechat has studied how the debate about homework is influencing teacher preparation, parent and student beliefs about learning, and school policies.

She worries especially about socioeconomically disadvantaged students from low-performing schools who, according to research by Bempechat and others, get little or no homework.

BU Today  sat down with Bempechat and Erin Bruce (Wheelock’17,’18), a new fourth-grade teacher at a suburban Boston school, and future teacher freshman Emma Ardizzone (Wheelock) to talk about what quality homework looks like, how it can help children learn, and how schools can equip teachers to design it, evaluate it, and facilitate parents’ role in it.

BU Today: Parents and educators who are against homework in elementary school say there is no research definitively linking it to academic performance for kids in the early grades. You’ve said that they’re missing the point.

Bempechat : I think teachers assign homework in elementary school as a way to help kids develop skills they’ll need when they’re older—to begin to instill a sense of responsibility and to learn planning and organizational skills. That’s what I think is the greatest value of homework—in cultivating beliefs about learning and skills associated with academic success. If we greatly reduce or eliminate homework in elementary school, we deprive kids and parents of opportunities to instill these important learning habits and skills.

We do know that beginning in late middle school, and continuing through high school, there is a strong and positive correlation between homework completion and academic success.

That’s what I think is the greatest value of homework—in cultivating beliefs about learning and skills associated with academic success.

You talk about the importance of quality homework. What is that?

Quality homework is engaging and relevant to kids’ lives. It gives them autonomy and engages them in the community and with their families. In some subjects, like math, worksheets can be very helpful. It has to do with the value of practicing over and over.

What are your concerns about homework and low-income children?

The argument that some people make—that homework “punishes the poor” because lower-income parents may not be as well-equipped as affluent parents to help their children with homework—is very troubling to me. There are no parents who don’t care about their children’s learning. Parents don’t actually have to help with homework completion in order for kids to do well. They can help in other ways—by helping children organize a study space, providing snacks, being there as a support, helping children work in groups with siblings or friends.

Isn’t the discussion about getting rid of homework happening mostly in affluent communities?

Yes, and the stories we hear of kids being stressed out from too much homework—four or five hours of homework a night—are real. That’s problematic for physical and mental health and overall well-being. But the research shows that higher-income students get a lot more homework than lower-income kids.

Teachers may not have as high expectations for lower-income children. Schools should bear responsibility for providing supports for kids to be able to get their homework done—after-school clubs, community support, peer group support. It does kids a disservice when our expectations are lower for them.

The conversation around homework is to some extent a social class and social justice issue. If we eliminate homework for all children because affluent children have too much, we’re really doing a disservice to low-income children. They need the challenge, and every student can rise to the challenge with enough supports in place.

What did you learn by studying how education schools are preparing future teachers to handle homework?

My colleague, Margarita Jimenez-Silva, at the University of California, Davis, School of Education, and I interviewed faculty members at education schools, as well as supervising teachers, to find out how students are being prepared. And it seemed that they weren’t. There didn’t seem to be any readings on the research, or conversations on what high-quality homework is and how to design it.

Erin, what kind of training did you get in handling homework?

Bruce : I had phenomenal professors at Wheelock, but homework just didn’t come up. I did lots of student teaching. I’ve been in classrooms where the teachers didn’t assign any homework, and I’ve been in rooms where they assigned hours of homework a night. But I never even considered homework as something that was my decision. I just thought it was something I’d pull out of a book and it’d be done.

I started giving homework on the first night of school this year. My first assignment was to go home and draw a picture of the room where you do your homework. I want to know if it’s at a table and if there are chairs around it and if mom’s cooking dinner while you’re doing homework.

The second night I asked them to talk to a grown-up about how are you going to be able to get your homework done during the week. The kids really enjoyed it. There’s a running joke that I’m teaching life skills.

Friday nights, I read all my kids’ responses to me on their homework from the week and it’s wonderful. They pour their hearts out. It’s like we’re having a conversation on my couch Friday night.

It matters to know that the teacher cares about you and that what you think matters to the teacher. Homework is a vehicle to connect home and school…for parents to know teachers are welcoming to them and their families.

Bempechat : I can’t imagine that most new teachers would have the intuition Erin had in designing homework the way she did.

Ardizzone : Conversations with kids about homework, feeling you’re being listened to—that’s such a big part of wanting to do homework….I grew up in Westchester County. It was a pretty demanding school district. My junior year English teacher—I loved her—she would give us feedback, have meetings with all of us. She’d say, “If you have any questions, if you have anything you want to talk about, you can talk to me, here are my office hours.” It felt like she actually cared.

Bempechat : It matters to know that the teacher cares about you and that what you think matters to the teacher. Homework is a vehicle to connect home and school…for parents to know teachers are welcoming to them and their families.

Ardizzone : But can’t it lead to parents being overbearing and too involved in their children’s lives as students?

Bempechat : There’s good help and there’s bad help. The bad help is what you’re describing—when parents hover inappropriately, when they micromanage, when they see their children confused and struggling and tell them what to do.

Good help is when parents recognize there’s a struggle going on and instead ask informative questions: “Where do you think you went wrong?” They give hints, or pointers, rather than saying, “You missed this,” or “You didn’t read that.”

Bruce : I hope something comes of this. I hope BU or Wheelock can think of some way to make this a more pressing issue. As a first-year teacher, it was not something I even thought about on the first day of school—until a kid raised his hand and said, “Do we have homework?” It would have been wonderful if I’d had a plan from day one.

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Sara Rimer A journalist for more than three decades, Sara Rimer worked at the Miami Herald , Washington Post and, for 26 years, the New York Times , where she was the New England bureau chief, and a national reporter covering education, aging, immigration, and other social justice issues. Her stories on the death penalty’s inequities were nominated for a Pulitzer Prize and cited in the U.S. Supreme Court’s decision outlawing the execution of people with intellectual disabilities. Her journalism honors include Columbia University’s Meyer Berger award for in-depth human interest reporting. She holds a BA degree in American Studies from the University of Michigan. Profile

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There are 81 comments on Does Homework Really Help Students Learn?

Insightful! The values about homework in elementary schools are well aligned with my intuition as a parent.

when i finish my work i do my homework and i sometimes forget what to do because i did not get enough sleep

same omg it does not help me it is stressful and if I have it in more than one class I hate it.

Same I think my parent wants to help me but, she doesn’t care if I get bad grades so I just try my best and my grades are great.

I think that last question about Good help from parents is not know to all parents, we do as our parents did or how we best think it can be done, so maybe coaching parents or giving them resources on how to help with homework would be very beneficial for the parent on how to help and for the teacher to have consistency and improve homework results, and of course for the child. I do see how homework helps reaffirm the knowledge obtained in the classroom, I also have the ability to see progress and it is a time I share with my kids

The answer to the headline question is a no-brainer – a more pressing problem is why there is a difference in how students from different cultures succeed. Perfect example is the student population at BU – why is there a majority population of Asian students and only about 3% black students at BU? In fact at some universities there are law suits by Asians to stop discrimination and quotas against admitting Asian students because the real truth is that as a group they are demonstrating better qualifications for admittance, while at the same time there are quotas and reduced requirements for black students to boost their portion of the student population because as a group they do more poorly in meeting admissions standards – and it is not about the Benjamins. The real problem is that in our PC society no one has the gazuntas to explore this issue as it may reveal that all people are not created equal after all. Or is it just environmental cultural differences??????

I get you have a concern about the issue but that is not even what the point of this article is about. If you have an issue please take this to the site we have and only post your opinion about the actual topic

This is not at all what the article is talking about.

This literally has nothing to do with the article brought up. You should really take your opinions somewhere else before you speak about something that doesn’t make sense.

we have the same name

so they have the same name what of it?

lol you tell her

totally agree

What does that have to do with homework, that is not what the article talks about AT ALL.

Yes, I think homework plays an important role in the development of student life. Through homework, students have to face challenges on a daily basis and they try to solve them quickly.I am an intense online tutor at 24x7homeworkhelp and I give homework to my students at that level in which they handle it easily.

More than two-thirds of students said they used alcohol and drugs, primarily marijuana, to cope with stress.

You know what’s funny? I got this assignment to write an argument for homework about homework and this article was really helpful and understandable, and I also agree with this article’s point of view.

I also got the same task as you! I was looking for some good resources and I found this! I really found this article useful and easy to understand, just like you! ^^

i think that homework is the best thing that a child can have on the school because it help them with their thinking and memory.

I am a child myself and i think homework is a terrific pass time because i can’t play video games during the week. It also helps me set goals.

Homework is not harmful ,but it will if there is too much

I feel like, from a minors point of view that we shouldn’t get homework. Not only is the homework stressful, but it takes us away from relaxing and being social. For example, me and my friends was supposed to hang at the mall last week but we had to postpone it since we all had some sort of work to do. Our minds shouldn’t be focused on finishing an assignment that in realty, doesn’t matter. I completely understand that we should have homework. I have to write a paper on the unimportance of homework so thanks.

homework isn’t that bad

Are you a student? if not then i don’t really think you know how much and how severe todays homework really is

i am a student and i do not enjoy homework because i practice my sport 4 out of the five days we have school for 4 hours and that’s not even counting the commute time or the fact i still have to shower and eat dinner when i get home. its draining!

i totally agree with you. these people are such boomers

why just why

they do make a really good point, i think that there should be a limit though. hours and hours of homework can be really stressful, and the extra work isn’t making a difference to our learning, but i do believe homework should be optional and extra credit. that would make it for students to not have the leaning stress of a assignment and if you have a low grade you you can catch up.

Studies show that homework improves student achievement in terms of improved grades, test results, and the likelihood to attend college. Research published in the High School Journal indicates that students who spent between 31 and 90 minutes each day on homework “scored about 40 points higher on the SAT-Mathematics subtest than their peers, who reported spending no time on homework each day, on average.” On both standardized tests and grades, students in classes that were assigned homework outperformed 69% of students who didn’t have homework. A majority of studies on homework’s impact – 64% in one meta-study and 72% in another – showed that take home assignments were effective at improving academic achievement. Research by the Institute for the Study of Labor (IZA) concluded that increased homework led to better GPAs and higher probability of college attendance for high school boys. In fact, boys who attended college did more than three hours of additional homework per week in high school.

So how are your measuring student achievement? That’s the real question. The argument that doing homework is simply a tool for teaching responsibility isn’t enough for me. We can teach responsibility in a number of ways. Also the poor argument that parents don’t need to help with homework, and that students can do it on their own, is wishful thinking at best. It completely ignores neurodiverse students. Students in poverty aren’t magically going to find a space to do homework, a friend’s or siblings to help them do it, and snacks to eat. I feel like the author of this piece has never set foot in a classroom of students.

THIS. This article is pathetic coming from a university. So intellectually dishonest, refusing to address the havoc of capitalism and poverty plays on academic success in life. How can they in one sentence use poor kids in an argument and never once address that poor children have access to damn near 0 of the resources affluent kids have? Draw me a picture and let’s talk about feelings lmao what a joke is that gonna put food in their belly so they can have the calories to burn in order to use their brain to study? What about quiet their 7 other siblings that they share a single bedroom with for hours? Is it gonna force the single mom to magically be at home and at work at the same time to cook food while you study and be there to throw an encouraging word?

Also the “parents don’t need to be a parent and be able to guide their kid at all academically they just need to exist in the next room” is wild. Its one thing if a parent straight up is not equipped but to say kids can just figured it out is…. wow coming from an educator What’s next the teacher doesn’t need to teach cause the kid can just follow the packet and figure it out?

Well then get a tutor right? Oh wait you are poor only affluent kids can afford a tutor for their hours of homework a day were they on average have none of the worries a poor child does. Does this address that poor children are more likely to also suffer abuse and mental illness? Like mentioned what about kids that can’t learn or comprehend the forced standardized way? Just let em fail? These children regularly are not in “special education”(some of those are a joke in their own and full of neglect and abuse) programs cause most aren’t even acknowledged as having disabilities or disorders.

But yes all and all those pesky poor kids just aren’t being worked hard enough lol pretty sure poor children’s existence just in childhood is more work, stress, and responsibility alone than an affluent child’s entire life cycle. Love they never once talked about the quality of education in the classroom being so bad between the poor and affluent it can qualify as segregation, just basically blamed poor people for being lazy, good job capitalism for failing us once again!

why the hell?

you should feel bad for saying this, this article can be helpful for people who has to write a essay about it

This is more of a political rant than it is about homework

I know a teacher who has told his students their homework is to find something they are interested in, pursue it and then come share what they learn. The student responses are quite compelling. One girl taught herself German so she could talk to her grandfather. One boy did a research project on Nelson Mandela because the teacher had mentioned him in class. Another boy, a both on the autism spectrum, fixed his family’s computer. The list goes on. This is fourth grade. I think students are highly motivated to learn, when we step aside and encourage them.

The whole point of homework is to give the students a chance to use the material that they have been presented with in class. If they never have the opportunity to use that information, and discover that it is actually useful, it will be in one ear and out the other. As a science teacher, it is critical that the students are challenged to use the material they have been presented with, which gives them the opportunity to actually think about it rather than regurgitate “facts”. Well designed homework forces the student to think conceptually, as opposed to regurgitation, which is never a pretty sight

Wonderful discussion. and yes, homework helps in learning and building skills in students.

not true it just causes kids to stress

Homework can be both beneficial and unuseful, if you will. There are students who are gifted in all subjects in school and ones with disabilities. Why should the students who are gifted get the lucky break, whereas the people who have disabilities suffer? The people who were born with this “gift” go through school with ease whereas people with disabilities struggle with the work given to them. I speak from experience because I am one of those students: the ones with disabilities. Homework doesn’t benefit “us”, it only tears us down and put us in an abyss of confusion and stress and hopelessness because we can’t learn as fast as others. Or we can’t handle the amount of work given whereas the gifted students go through it with ease. It just brings us down and makes us feel lost; because no mater what, it feels like we are destined to fail. It feels like we weren’t “cut out” for success.

homework does help

here is the thing though, if a child is shoved in the face with a whole ton of homework that isn’t really even considered homework it is assignments, it’s not helpful. the teacher should make homework more of a fun learning experience rather than something that is dreaded

This article was wonderful, I am going to ask my teachers about extra, or at all giving homework.

I agree. Especially when you have homework before an exam. Which is distasteful as you’ll need that time to study. It doesn’t make any sense, nor does us doing homework really matters as It’s just facts thrown at us.

Homework is too severe and is just too much for students, schools need to decrease the amount of homework. When teachers assign homework they forget that the students have other classes that give them the same amount of homework each day. Students need to work on social skills and life skills.

I disagree.

Beyond achievement, proponents of homework argue that it can have many other beneficial effects. They claim it can help students develop good study habits so they are ready to grow as their cognitive capacities mature. It can help students recognize that learning can occur at home as well as at school. Homework can foster independent learning and responsible character traits. And it can give parents an opportunity to see what’s going on at school and let them express positive attitudes toward achievement.

Homework is helpful because homework helps us by teaching us how to learn a specific topic.

As a student myself, I can say that I have almost never gotten the full 9 hours of recommended sleep time, because of homework. (Now I’m writing an essay on it in the middle of the night D=)

I am a 10 year old kid doing a report about “Is homework good or bad” for homework before i was going to do homework is bad but the sources from this site changed my mind!

Homeowkr is god for stusenrs

I agree with hunter because homework can be so stressful especially with this whole covid thing no one has time for homework and every one just wants to get back to there normal lives it is especially stressful when you go on a 2 week vaca 3 weeks into the new school year and and then less then a week after you come back from the vaca you are out for over a month because of covid and you have no way to get the assignment done and turned in

As great as homework is said to be in the is article, I feel like the viewpoint of the students was left out. Every where I go on the internet researching about this topic it almost always has interviews from teachers, professors, and the like. However isn’t that a little biased? Of course teachers are going to be for homework, they’re not the ones that have to stay up past midnight completing the homework from not just one class, but all of them. I just feel like this site is one-sided and you should include what the students of today think of spending four hours every night completing 6-8 classes worth of work.

Are we talking about homework or practice? Those are two very different things and can result in different outcomes.

Homework is a graded assignment. I do not know of research showing the benefits of graded assignments going home.

Practice; however, can be extremely beneficial, especially if there is some sort of feedback (not a grade but feedback). That feedback can come from the teacher, another student or even an automated grading program.

As a former band director, I assigned daily practice. I never once thought it would be appropriate for me to require the students to turn in a recording of their practice for me to grade. Instead, I had in-class assignments/assessments that were graded and directly related to the practice assigned.

I would really like to read articles on “homework” that truly distinguish between the two.

oof i feel bad good luck!

thank you guys for the artical because I have to finish an assingment. yes i did cite it but just thanks

thx for the article guys.

Homework is good

I think homework is helpful AND harmful. Sometimes u can’t get sleep bc of homework but it helps u practice for school too so idk.

I agree with this Article. And does anyone know when this was published. I would like to know.

It was published FEb 19, 2019.

Studies have shown that homework improved student achievement in terms of improved grades, test results, and the likelihood to attend college.

i think homework can help kids but at the same time not help kids

This article is so out of touch with majority of homes it would be laughable if it wasn’t so incredibly sad.

There is no value to homework all it does is add stress to already stressed homes. Parents or adults magically having the time or energy to shepherd kids through homework is dome sort of 1950’s fantasy.

What lala land do these teachers live in?

Homework gives noting to the kid

Homework is Bad

homework is bad.

why do kids even have homework?

Comments are closed.

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Is Homework Good for Kids? Here’s What the Research Says

A s kids return to school, debate is heating up once again over how they should spend their time after they leave the classroom for the day.

The no-homework policy of a second-grade teacher in Texas went viral last week , earning praise from parents across the country who lament the heavy workload often assigned to young students. Brandy Young told parents she would not formally assign any homework this year, asking students instead to eat dinner with their families, play outside and go to bed early.

But the question of how much work children should be doing outside of school remains controversial, and plenty of parents take issue with no-homework policies, worried their kids are losing a potential academic advantage. Here’s what you need to know:

For decades, the homework standard has been a “10-minute rule,” which recommends a daily maximum of 10 minutes of homework per grade level. Second graders, for example, should do about 20 minutes of homework each night. High school seniors should complete about two hours of homework each night. The National PTA and the National Education Association both support that guideline.

But some schools have begun to give their youngest students a break. A Massachusetts elementary school has announced a no-homework pilot program for the coming school year, lengthening the school day by two hours to provide more in-class instruction. “We really want kids to go home at 4 o’clock, tired. We want their brain to be tired,” Kelly Elementary School Principal Jackie Glasheen said in an interview with a local TV station . “We want them to enjoy their families. We want them to go to soccer practice or football practice, and we want them to go to bed. And that’s it.”

A New York City public elementary school implemented a similar policy last year, eliminating traditional homework assignments in favor of family time. The change was quickly met with outrage from some parents, though it earned support from other education leaders.

New solutions and approaches to homework differ by community, and these local debates are complicated by the fact that even education experts disagree about what’s best for kids.

The research

The most comprehensive research on homework to date comes from a 2006 meta-analysis by Duke University psychology professor Harris Cooper, who found evidence of a positive correlation between homework and student achievement, meaning students who did homework performed better in school. The correlation was stronger for older students—in seventh through 12th grade—than for those in younger grades, for whom there was a weak relationship between homework and performance.

Cooper’s analysis focused on how homework impacts academic achievement—test scores, for example. His report noted that homework is also thought to improve study habits, attitudes toward school, self-discipline, inquisitiveness and independent problem solving skills. On the other hand, some studies he examined showed that homework can cause physical and emotional fatigue, fuel negative attitudes about learning and limit leisure time for children. At the end of his analysis, Cooper recommended further study of such potential effects of homework.

Despite the weak correlation between homework and performance for young children, Cooper argues that a small amount of homework is useful for all students. Second-graders should not be doing two hours of homework each night, he said, but they also shouldn’t be doing no homework.

Not all education experts agree entirely with Cooper’s assessment.

Cathy Vatterott, an education professor at the University of Missouri-St. Louis, supports the “10-minute rule” as a maximum, but she thinks there is not sufficient proof that homework is helpful for students in elementary school.

“Correlation is not causation,” she said. “Does homework cause achievement, or do high achievers do more homework?”

Vatterott, the author of Rethinking Homework: Best Practices That Support Diverse Needs , thinks there should be more emphasis on improving the quality of homework tasks, and she supports efforts to eliminate homework for younger kids.

“I have no concerns about students not starting homework until fourth grade or fifth grade,” she said, noting that while the debate over homework will undoubtedly continue, she has noticed a trend toward limiting, if not eliminating, homework in elementary school.

The issue has been debated for decades. A TIME cover in 1999 read: “Too much homework! How it’s hurting our kids, and what parents should do about it.” The accompanying story noted that the launch of Sputnik in 1957 led to a push for better math and science education in the U.S. The ensuing pressure to be competitive on a global scale, plus the increasingly demanding college admissions process, fueled the practice of assigning homework.

“The complaints are cyclical, and we’re in the part of the cycle now where the concern is for too much,” Cooper said. “You can go back to the 1970s, when you’ll find there were concerns that there was too little, when we were concerned about our global competitiveness.”

Cooper acknowledged that some students really are bringing home too much homework, and their parents are right to be concerned.

“A good way to think about homework is the way you think about medications or dietary supplements,” he said. “If you take too little, they’ll have no effect. If you take too much, they can kill you. If you take the right amount, you’ll get better.”

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Does homework still have value? A Johns Hopkins education expert weighs in

Joyce epstein, co-director of the center on school, family, and community partnerships, discusses why homework is essential, how to maximize its benefit to learners, and what the 'no-homework' approach gets wrong.

By Vicky Hallett

The necessity of homework has been a subject of debate since at least as far back as the 1890s, according to Joyce L. Epstein , co-director of the Center on School, Family, and Community Partnerships at Johns Hopkins University. "It's always been the case that parents, kids—and sometimes teachers, too—wonder if this is just busy work," Epstein says.

But after decades of researching how to improve schools, the professor in the Johns Hopkins School of Education remains certain that homework is essential—as long as the teachers have done their homework, too. The National Network of Partnership Schools , which she founded in 1995 to advise schools and districts on ways to improve comprehensive programs of family engagement, has developed hundreds of improved homework ideas through its Teachers Involve Parents in Schoolwork program. For an English class, a student might interview a parent on popular hairstyles from their youth and write about the differences between then and now. Or for science class, a family could identify forms of matter over the dinner table, labeling foods as liquids or solids. These innovative and interactive assignments not only reinforce concepts from the classroom but also foster creativity, spark discussions, and boost student motivation.

"We're not trying to eliminate homework procedures, but expand and enrich them," says Epstein, who is packing this research into a forthcoming book on the purposes and designs of homework. In the meantime, the Hub couldn't wait to ask her some questions:

What kind of homework training do teachers typically get?

Future teachers and administrators really have little formal training on how to design homework before they assign it. This means that most just repeat what their teachers did, or they follow textbook suggestions at the end of units. For example, future teachers are well prepared to teach reading and literacy skills at each grade level, and they continue to learn to improve their teaching of reading in ongoing in-service education. By contrast, most receive little or no training on the purposes and designs of homework in reading or other subjects. It is really important for future teachers to receive systematic training to understand that they have the power, opportunity, and obligation to design homework with a purpose.

Why do students need more interactive homework?

If homework assignments are always the same—10 math problems, six sentences with spelling words—homework can get boring and some kids just stop doing their assignments, especially in the middle and high school years. When we've asked teachers what's the best homework you've ever had or designed, invariably we hear examples of talking with a parent or grandparent or peer to share ideas. To be clear, parents should never be asked to "teach" seventh grade science or any other subject. Rather, teachers set up the homework assignments so that the student is in charge. It's always the student's homework. But a good activity can engage parents in a fun, collaborative way. Our data show that with "good" assignments, more kids finish their work, more kids interact with a family partner, and more parents say, "I learned what's happening in the curriculum." It all works around what the youngsters are learning.

Is family engagement really that important?

At Hopkins, I am part of the Center for Social Organization of Schools , a research center that studies how to improve many aspects of education to help all students do their best in school. One thing my colleagues and I realized was that we needed to look deeply into family and community engagement. There were so few references to this topic when we started that we had to build the field of study. When children go to school, their families "attend" with them whether a teacher can "see" the parents or not. So, family engagement is ever-present in the life of a school.

My daughter's elementary school doesn't assign homework until third grade. What's your take on "no homework" policies?

There are some parents, writers, and commentators who have argued against homework, especially for very young children. They suggest that children should have time to play after school. This, of course is true, but many kindergarten kids are excited to have homework like their older siblings. If they give homework, most teachers of young children make assignments very short—often following an informal rule of 10 minutes per grade level. "No homework" does not guarantee that all students will spend their free time in productive and imaginative play.

Some researchers and critics have consistently misinterpreted research findings. They have argued that homework should be assigned only at the high school level where data point to a strong connection of doing assignments with higher student achievement . However, as we discussed, some students stop doing homework. This leads, statistically, to results showing that doing homework or spending more minutes on homework is linked to higher student achievement. If slow or struggling students are not doing their assignments, they contribute to—or cause—this "result."

Teachers need to design homework that even struggling students want to do because it is interesting. Just about all students at any age level react positively to good assignments and will tell you so.

Did COVID change how schools and parents view homework?

Within 24 hours of the day school doors closed in March 2020, just about every school and district in the country figured out that teachers had to talk to and work with students' parents. This was not the same as homeschooling—teachers were still working hard to provide daily lessons. But if a child was learning at home in the living room, parents were more aware of what they were doing in school. One of the silver linings of COVID was that teachers reported that they gained a better understanding of their students' families. We collected wonderfully creative examples of activities from members of the National Network of Partnership Schools. I'm thinking of one art activity where every child talked with a parent about something that made their family unique. Then they drew their finding on a snowflake and returned it to share in class. In math, students talked with a parent about something the family liked so much that they could represent it 100 times. Conversations about schoolwork at home was the point.

How did you create so many homework activities via the Teachers Involve Parents in Schoolwork program?

We had several projects with educators to help them design interactive assignments, not just "do the next three examples on page 38." Teachers worked in teams to create TIPS activities, and then we turned their work into a standard TIPS format in math, reading/language arts, and science for grades K-8. Any teacher can use or adapt our prototypes to match their curricula.

Overall, we know that if future teachers and practicing educators were prepared to design homework assignments to meet specific purposes—including but not limited to interactive activities—more students would benefit from the important experience of doing their homework. And more parents would, indeed, be partners in education.

Posted in Voices+Opinion

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What’s the Right Amount of Homework?

Decades of research show that homework has some benefits, especially for students in middle and high school—but there are risks to assigning too much.

Many teachers and parents believe that homework helps students build study skills and review concepts learned in class. Others see homework as disruptive and unnecessary, leading to burnout and turning kids off to school. Decades of research show that the issue is more nuanced and complex than most people think: Homework is beneficial, but only to a degree. Students in high school gain the most, while younger kids benefit much less.

The National PTA and the National Education Association support the “ 10-minute homework guideline ”—a nightly 10 minutes of homework per grade level. But many teachers and parents are quick to point out that what matters is the quality of the homework assigned and how well it meets students’ needs, not the amount of time spent on it.

The guideline doesn’t account for students who may need to spend more—or less—time on assignments. In class, teachers can make adjustments to support struggling students, but at home, an assignment that takes one student 30 minutes to complete may take another twice as much time—often for reasons beyond their control. And homework can widen the achievement gap, putting students from low-income households and students with learning disabilities at a disadvantage.

However, the 10-minute guideline is useful in setting a limit: When kids spend too much time on homework, there are real consequences to consider.

Small Benefits for Elementary Students

As young children begin school, the focus should be on cultivating a love of learning, and assigning too much homework can undermine that goal. And young students often don’t have the study skills to benefit fully from homework, so it may be a poor use of time (Cooper, 1989 ; Cooper et al., 2006 ; Marzano & Pickering, 2007 ). A more effective activity may be nightly reading, especially if parents are involved. The benefits of reading are clear: If students aren’t proficient readers by the end of third grade, they’re less likely to succeed academically and graduate from high school (Fiester, 2013 ).

For second-grade teacher Jacqueline Fiorentino, the minor benefits of homework did not outweigh the potential drawback of turning young children against school at an early age, so she experimented with dropping mandatory homework. “Something surprising happened: They started doing more work at home,” Fiorentino writes . “This inspiring group of 8-year-olds used their newfound free time to explore subjects and topics of interest to them.” She encouraged her students to read at home and offered optional homework to extend classroom lessons and help them review material.

Moderate Benefits for Middle School Students

As students mature and develop the study skills necessary to delve deeply into a topic—and to retain what they learn—they also benefit more from homework. Nightly assignments can help prepare them for scholarly work, and research shows that homework can have moderate benefits for middle school students (Cooper et al., 2006 ). Recent research also shows that online math homework, which can be designed to adapt to students’ levels of understanding, can significantly boost test scores (Roschelle et al., 2016 ).

There are risks to assigning too much, however: A 2015 study found that when middle school students were assigned more than 90 to 100 minutes of daily homework, their math and science test scores began to decline (Fernández-Alonso, Suárez-Álvarez, & Muñiz, 2015 ). Crossing that upper limit can drain student motivation and focus. The researchers recommend that “homework should present a certain level of challenge or difficulty, without being so challenging that it discourages effort.” Teachers should avoid low-effort, repetitive assignments, and assign homework “with the aim of instilling work habits and promoting autonomous, self-directed learning.”

In other words, it’s the quality of homework that matters, not the quantity. Brian Sztabnik, a veteran middle and high school English teacher, suggests that teachers take a step back and ask themselves these five questions :

• How long will it take to complete?
• Have all learners been considered?
• Will an assignment encourage future success?
• Will an assignment place material in a context the classroom cannot?
• Does an assignment offer support when a teacher is not there?

More Benefits for High School Students, but Risks as Well

By the time they reach high school, students should be well on their way to becoming independent learners, so homework does provide a boost to learning at this age, as long as it isn’t overwhelming (Cooper et al., 2006 ; Marzano & Pickering, 2007 ). When students spend too much time on homework—more than two hours each night—it takes up valuable time to rest and spend time with family and friends. A 2013 study found that high school students can experience serious mental and physical health problems, from higher stress levels to sleep deprivation, when assigned too much homework (Galloway, Conner, & Pope, 2013 ).

Homework in high school should always relate to the lesson and be doable without any assistance, and feedback should be clear and explicit.

Teachers should also keep in mind that not all students have equal opportunities to finish their homework at home, so incomplete homework may not be a true reflection of their learning—it may be more a result of issues they face outside of school. They may be hindered by issues such as lack of a quiet space at home, resources such as a computer or broadband connectivity, or parental support (OECD, 2014 ). In such cases, giving low homework scores may be unfair.

Since the quantities of time discussed here are totals, teachers in middle and high school should be aware of how much homework other teachers are assigning. It may seem reasonable to assign 30 minutes of daily homework, but across six subjects, that’s three hours—far above a reasonable amount even for a high school senior. Psychologist Maurice Elias sees this as a common mistake: Individual teachers create homework policies that in aggregate can overwhelm students. He suggests that teachers work together to develop a school-wide homework policy and make it a key topic of back-to-school night and the first parent-teacher conferences of the school year.

Parents Play a Key Role

Homework can be a powerful tool to help parents become more involved in their child’s learning (Walker et al., 2004 ). It can provide insights into a child’s strengths and interests, and can also encourage conversations about a child’s life at school. If a parent has positive attitudes toward homework, their children are more likely to share those same values, promoting academic success.

But it’s also possible for parents to be overbearing, putting too much emphasis on test scores or grades, which can be disruptive for children (Madjar, Shklar, & Moshe, 2015 ). Parents should avoid being overly intrusive or controlling—students report feeling less motivated to learn when they don’t have enough space and autonomy to do their homework (Orkin, May, & Wolf, 2017 ; Patall, Cooper, & Robinson, 2008 ; Silinskas & Kikas, 2017 ). So while homework can encourage parents to be more involved with their kids, it’s important to not make it a source of conflict.

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Effects of homework creativity on academic achievement and creativity disposition: Evidence from comparisons with homework time and completion based on two independent Chinese samples

Huiyong fan.

1 College of Educational Science, Bohai University, Jinzhou, China

2 Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China

Jianzhong Xu

3 Department of Counseling, Educational Psychology, and Foundations, College of Education, Mississippi State University, MS, United States

Shengli Guo

Associated data.

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

During the past several decades, the previous studies have been focusing on the related theoretical issues and measuring tool of homework behaviors (mainly including homework time, completion, and homework creativity). However, the effects of these homework behaviors on general creativity remain unknown. Employing a number of questionnaires, this study investigated two samples from middle schools of Mainland China. The results showed that (1) the eight-item version of Homework Creativity Behaviors Scale had acceptable validity and reliability; (2) compared with homework completion and homework time, homework creativity explained less variety of academic achievement (3.7% for homework creativity; 5.4% for completion and time); (3) homework creativity explained more variance of general creativity than that of homework completion and homework time accounted (7.0% for homework creativity; 1.3% for completion and time); and (4) homework creativity was negatively associated with grade level. Contrary to the popular beliefs, homework completion and homework creativity have positive effects on the students’ general creativity. Several issues that need further studies were also discussed.

Introduction

Homework is an important part of the learning and instruction process. Each week, students around the world spend 3–14 hours on homework, with an average of 5 hours a week ( Dettmers et al., 2009 ; OECD, 2014 ). The results of the previous studies and meta-analysis showed that the homework time is correlated significantly with students’ gains on the academic tests ( Cooper et al., 2012 ; Fan et al., 2017 ; Fernández-Alonso et al., 2019 ).

Homework is a multi-faceted process which has many attributes – each attribute can be identified, defined, and measured independently ( Guo and Fan, 2018 ). Some attributes, such as homework time ( Núñez et al., 2013 ; Kalenkoski and Pabilonia, 2017 ), homework frequency ( Fernández-Alonso et al., 2015 ), homework completion ( Rosário et al., 2015 ), homework effort ( Trautwein and Lüdtke, 2007 ; Fernández-Alonso et al., 2015 ), homework purpose ( Trautwein and Lüdtke, 2009 ; Xu, 2010 , 2021 ), homework performance and problems ( Power et al., 2007 ), homework management behavior ( Xu, 2008 ), homework expectation ( Xu, 2017 ), and self-regulation of homework behavior ( Yang and Tu, 2020 ), have been well recorded in the literature, and operationally defined and measured.

Recently, a research community has noticed the “creativity” in homework (in short form, “homework creativity”) who have raised some speculations about its effects on students’ academic achievement and general creativity disposition ( Kaiipob, 1951 ; Beghetto and Kaufman, 2007 ; Kaufman and Beghetto, 2009 ; Guo, 2018 ; Guo and Fan, 2018 ; Chang, 2019 ). However, the scientific measurement of homework creativity has not been examined systematically. The relationship between homework creativity, academic achievement, and general creativity disposition, as well as the grade difference in homework creativity, are still in the state of conjectures consequently.

As a scientific probe to homework creativity, this study included three main sections. In the “Literature Review” section, the conceptualization and relevant measurement of homework creativity were summarized; the relationship between homework behaviors and academic achievements, general creativity, and the grade difference in homework behaviors and general creativity were also evaluated. These four main results related to the four research questions were also presented in the body of this article. They are reliability and validity of homework creativity behavior scale (HCBS), the relationships between the scores of HCBS and those of general creativity and academic achievement, and the grade effects of scores of HCBS. In the “Discussion” section, the scientific contributions and interpretations of the findings of this study were elaborated.

Homework creativity

Conceptual background of homework creativity.

As an attribute of homework process, homework creativity refers to the novelty and uniqueness of homework ( Guo and Fan, 2018 ). Specifically, the ways relating to homework creativity with extant theoretical literature are presented below.

First, creativity is a natural part of homework process which serves as a sub-process of learning. Guilford (1950) is the first psychologist who linked creativity with learning, pointing out that the acquisition of creativity is a typical quality of human learning, and that a complete learning theory must take creativity into account.

Second, according to the Four-C Model of Creativity (e.g., Kaufman and Beghetto, 2009 ), the homework creativity can be divided mainly into the category of “Transformative Learning” (Mini-C creativity), which is different from the “Everyday Innovation” (Little-C creativity), “Professional Expertise” (Pro-C creativity), or “Eminent Accomplishments” (Big-C creativity, Beghetto and Kaufman, 2007 ; Kaufman and Beghetto, 2009 ; Kozbelt et al., 2011 ).

The Mini-C is defined as a type of intrapersonal creativity which has personal meaning, not solid contribution or breakthrough in a field ( Beghetto and Kaufman, 2007 , p. 76, Table 1 ). The most important point which distinguishes Mini-C from other types of creativity is the level of novelty of product. The Mini-C creativity involves the personal insight or interpretation which is new to a particular individual, but may be ordinary to others. The Little-C creativity refers to any small, but solid innovation in daily life. The Pro-C creativity is represented in the form of professional contribution which is still not a breakthrough. The Big-C creativity generates a real breakthrough appears in some field which is considered as something new to all human beings. The other difference is related with the subjects of sub-types of creativity. The Mini-C creativity mainly happens in all kinds of students. The Little-C creativity can be widely found in normal people. The Pro-C creativity’s masters are those who are proficient in some field. The Big-C creativity is related frequently with those giants who has made eminent contribution to human being.

Basic information of samples 1 and 2 included.

The Mini-C creativity frequently happens in learning process. When the contribution of the Mini-C creativity grows big enough, it can move into the category of the Little-C creativity, or the Big-C creativity. Most homework creativity is of Mini-C creativity, and of which a small part may grow as the Little-C and Big-C creativities. For example, when students independently find a unique solution to a problem in homework which has scientific meaning, a Little-C or Big-C occurs.

Third, the education researchers have observed homework creativity for many years and been manipulating them in educational practice. Kaiipob (1951) described that homework is a semi-guide learning process in which homework such as composition, report, public speech, difficult and complex exercises, experiments, and making tools and models consumes a lot of time and accelerate the development of students’ creativity disposition (p. 153).

In the recent years, creativity has become a curriculum or instruction goal in many countries (the case of United Kingdom, see Smith and Smith, 2010 ; Chinese case, see Pang and Plucker, 2012 ). Homework is the most important way that accomplish this goal. Considering Chinese in primary and secondary schools in China as an example, the curriculum standards have clearly required homework to cultivate students’ creative spirit, creative thinking, and ability to imagination since the year 2000. The results of Qian’s (2006) investigation revealed that the percent of these creative homework items in each unit fluctuates between 29 and 45%.

Previous instruments of homework behaviors

Those existent instruments measuring homework behavior can be divided into the following two categories: The single-indicator instruments and the multi-dimension instruments ( Guo and Fan, 2018 ). The single-indicator instruments employ only one item to measure homework attributes, such as homework time (e.g., Trautwein and Lüdtke, 2007 ), homework frequency (e.g., De Jong et al., 2000 ), homework completion (e.g., Xu et al., 2019 ), and effort (e.g., Liu et al., 2013 ).

The typical multi-dimension instruments include Homework Process Inventory ( Cooper et al., 1998 ), Homework Purpose Scale ( Xu, 2010 ), Homework Performance Questionnaire ( Pendergast et al., 2014 ), Homework Management Scale (HMS; Xu and Corno, 2003 ), Homework Evaluating Scale ( Fernández-Alonso et al., 2015 ), Homework Problem Checklist ( Anesko et al., 1987 ), Science Homework Scale ( Tas et al., 2016 ), Homework Expectancy Value Scale ( Yang and Xu, 2017 ), and Online Homework Distraction Scale ( Xu et al., 2020 ).

Although the previous tools measured some dimensions of homework ( Guo and Fan, 2018 ), there is hardly any tool that can be employed to gauge the homework creativity. Guo and Fan (2018) extracted several attributes (i.e., time, completion, quality, purpose, effort, creativity, sociality, liking) represented in the existent instruments of homework behaviors, and put forth a multi-faceted model of homework behaviors which intuitionally predicts the existence of homework creativity.

Under the guideline of the multi-faceted model ( Guo and Fan, 2018 ), Guo (2018) developed a multi-dimensional homework behavior instrument, which detected the homework creativity as a dimension in the homework behavior of middle school students. A typical item of homework creativity in Guo (2018) is “The way I do my homework is different from others.” The subscale homework creativity reported by Guo (2018) needs to be improved because it has a small number of items with lower reliability.

Following Guo’s (2018) work, Chang (2019) conducted a new investigation focusing on homework creativity behavior. Using an open-ended questionnaire, a total of 30 students from primary, middle, and high schools were invited to answer this question, that is, “What characteristics can be considered as creative in the process of completing the homework?” Here, “creativity” refers to novelty, uniqueness, and high quality. A group of 23 specific behaviors were reported, among which the top 10 are as follows: Learning by analogy, open minded, one question with multiple solutions, unique solution, summarizing the cause of errors, constructing a personal understanding, analyzing knowledge points clearly, classifying homework contents, making more applications, having rich imagination, and a neat handwriting (see Chang, 2019 , Table 4 , p. 14). Based on these results of open-ended questionnaire, Chang (2019) invented a nine-item scale (see Table 1 and Supplementary Table S3 for details) called as the HCBS which has a good reliability coefficient (α = 0.87).

Regression analyses of homework creative behavior on academic achievement and general creativity.

AA, academic achievement; WCAPt, total score of WCAP; TWk, time spent on homework in week days; TWw, time spent on homework in weekend; HCp, homework completion; HCb, homework creativity behavior.

Previous studies on the relationship between homework behaviors and academic achievement

In the literature, homework behaviors is one cluster of variables typically including homework time, homework completion, effort, purpose, frequency, etc. Academic achievement is an outcome of homework which is operationally measured using the scores on the standardized tests, or non-standardized tests (including final examinations, or teachers’ grades, or estimations by participants themselves, those forms were used widely in the literature, see Fan et al., 2017 ). Academic achievement may be affected by a lot of factors inherited in the process of learning (see Hattie, 2009 for an overview of its correlates). The relationship between homework behaviors and academic achievement is one of the most important questions in homework field, because it is related to the effectiveness of homework ( Cooper et al., 2006 , 2012 ; Fan et al., 2017 ).

Most of the previous studies focused on the relationship between homework time and academic achievement. Cooper et al. (2006) synthesized the primary studies published from 1989 to 2003, and found that the correlation between homework time of America students and their academic achievement was about 0.15. Fan et al. (2017) reviewed those individual studies published before June 2015, and reported that the averaged correlation between homework time of international students and their science, technology, engineering, and mathematics (STEM) academic achievement was about 0.20. Fernández-Alonso et al. (2017) investigated a representative sample of Spanish students (more than 26,000), and the results of multi-level analysis indicated that the correlation between homework time and academic achievement was negative at student level, but positive at school level ( r = 0.16). Fernández-Alonso et al. (2019) took a survey on a big sample from 16 countries from Latin America, and reported that the relationship between homework time and academic achievement was very weak. Valle et al. (2019) analyzed the homework time, time management, and achievement of 968 Spain students finding that homework time management was positively related to academic achievement. Taken all these together, we will find that the homework has some small significant correlations with academic achievement, the average r = 0.15.

The correlation between homework completion and academic achievement has also been investigated for decades. Based on a review of 11 primary studies, Fan et al. (2017) reported a high correlation of 0.59 between them. Rosário et al. (2015) investigated 638 students, and demonstrated a correlation of 0.22 between amount of homework completed and math test scores. Xu et al. (2019) took a survey using a sample of 1,450 Chinese eighth graders, and found that the correlations between homework completion and the gains in math test scores ranged from 0.25 to 0.28. Dolean and Lervag (2022) employed the Randomized Controlled Trial design, and demonstrated that amount of homework completed has immediate effect on writing competency in which the effect of moderate amount of homework can last for 4 months. Integrating the aforementioned results, we can find that the averaged correlation between homework completion and academic achievement was higher than that between homework time with academic achievement.

Homework effort was also found to be correlated with academic achievement. Fan et al. (2017) reviewed four primary studies and returned that a medium correlation ( r = 0.31) between homework effort and academic achievement. Two recent investigations showed that this relationship is positively and reciprocally related ( r = 0.41–0.42) ( Xu, 2020 ; Xu et al., 2021 ).

The effect of homework purpose was also correlated with the academic achievement. Fan et al. (2017) summarized four existent primary studies and reported an averaged correlation of 0.11 between them. Later, Rosário et al. (2015) found a similar correlation coefficient of these two variables on a sample of 638 students. Xu’s (2018) investigation revealed that the correlation between purpose and academic achievement was about 0.40. Sun et al. (2021) investigated a larger sample ( N = 1,365), and found that the subscales of homework purpose had different correlation patterns with academic achievement (academic purpose is 0.40, self-regulatory purpose is 0.20, and approval-seeking purpose is 0.10).

Considering the case of homework creativity, there is only one study preliminarily investigated its relationship with academic achievement. Guo (2018) investigated a sample of 1,808 middle school students, and reported a significant correlation between homework creativity and academic achievement ( r = 0.34, p < 0.05).

Previous studies on the relationship between homework behaviors and general creativity

General creativity refers to the psychological attributes which can generate novel and valuable products ( Kaufman and Glăveanu, 2019 ; Sternberg and Karami, 2022 ). These psychological attributes typically included attitude (e.g., willing to take appropriate risk), motivations (e.g., intrinsic motivation, curiosity), abilities (e.g., divergent thinking), and personality (e.g., independence) ( Kaufman and Glăveanu, 2019 ; Long et al., 2022 ). These attributes can be assessed independently, or in the form of grouping ( Plucker et al., 2019 ; Sternberg, 2019 ). For instance, the divergent thinking was measured independently ( Kaufman et al., 2008 ). Also, the willing to take appropriate risk was measured in tools contain other variables ( Williams, 1979 ). There are many studies examined the relationship between learning and general creativity in the past several decades indicating that the correlation between them was around 0.22 (e.g., Gajda et al., 2017 ; Karwowski et al., 2020 ).

Regarding the relationship between homework behaviors and general creativity, there are few studies which presented some contradictory viewpoints. Kaiipob (1951) posited that homework could accelerate development of students’ general creativity disposition, because the tasks in homework provide opportunities to exercise creativity. Cooper et al. (2012) argued that homework can diminish creativity. Furthermore, Zheng (2013) insisted that homework will reduce curiosity and the ability to challenging – the two core components of creativity. The preliminary results of Chang (2019) indicated that the score of HCBS is significantly correlated with scores of a test of general creativity, Williams’ creativity packet ( r = 0.25–0.33, p < 0.05).

Previous studies on the relationship between homework behaviors and homework creativity

In Guo and Fan’s (2018) theoretical work, homework creativity was combined from two independent words, homework and creativity, which was defined as a new attribute of homework process and was considered as a new member of homework behaviors. Up till now, there are two works providing preliminary probe to the relationship between homework behaviors and homework creativity. Guo (2018) investigated a sample of 1808 middle school students, and found that homework creativity was correlated significantly with liking ( r = 0.33), correctness ( r = 0.47), completion ( r = 0.57), and purpose ( r = 0.53). Based on another sample of Chinese students (elementary school students, N = 300; middle school students, N = 518; high school students, N = 386), Chang (2019) showed that the score of homework creativity was correlated significantly with homework time ( r = 0.11), completion ( r = 0.39), correctness ( r = 0.63), effort ( r = 0.73), social interaction ( r = 0.35), quality ( r = 0.69), interpersonal relation purpose ( r = 0.17), and purpose of personal development ( r = 0.41).

Previous studies on grade differences of homework behaviors and general creativity

Grade differences of homework behaviors.

As a useful indicator, homework time was recorded frequently (e.g., Cooper et al., 2006 ; Fan et al., 2017 ). A recent meta-analysis included 172 primary studies (total N = 144,416) published from 2003 to 2019, and demonstrated that time Chinese K-12 students spent on homework increased significantly along with increasing of grades ( Zhai and Fan, 2021 , October).

Regarding homework managing time, some studies reported the grade difference was insignificant. Xu (2006) surveyed 426 middle school students and found that there was no difference between middle school students and high school students. Xu and Corno (2003) reported that urban junior school students ( N = 86) had no grade difference in homework Managing time. Yang and Tu (2020) surveyed 305 Chinese students in grades 7–9, and found that in managing time behavior, the grade differences were insignificant. The rest studies showed that the grade effect is significant. A survey by Xu et al. (2014) based on 1799 Chinese students in grades 10 and 11 showed that the higher level the grade, the lower level of time management.

Grade differences of general creativity

The findings from the previous studies suggested that the scores of general creativity deceases as the grade increases except for some dimensions. Kim (2011) reviewed the Torrance Tests of Creative thinking (TTCT) scores change using five datasets from 1974 to 2008, and reported that three dimensions of creative thinking (i.e., “Fluency,” “Originality,” and “Elaboration”) significantly decreased along with grades increase, while the rest dimension (i.e., “Abstractness of titles”) significantly increased when grades increase. Nie and Zheng (2005) investigated a sample of 3,729 participants from grades 3–12 using the Williams’ Creativity Assessment Packet (WCAP), and reported that the creativity scores decreased from grades 9–12. Said-Metwaly et al. (2021) synthesized 41 primary studies published in the past 60 years, and concluded that the ability of divergent thinking had a whole increase tendency from grades 1 to 12 with a decrease tendency from grades 8 to 11 at the same time.

The purpose and questions of this study

What we have known about homework creativity hitherto is nothing except for its notation and a preliminary version of measurement. To get deeper understanding of homework creativity, this study made an endeavor to examine its relationships with relevant variables based on a confirmation of the reliability and validity of HCBS. Specifically, there are four interrelated research questions, as the following paragraphs (and their corresponding hypotheses) described.

(i) What is the reliability and validity of the HCBS?

Because the earlier version of the HCBS showed a good Cronbach α coefficient of 0.87, and a set of well-fitting indices ( Chang, 2019 ), this study expected that the reliability and validity will also behave well in the current conditions as before. Then, we present the first set of hypotheses as follows:

H1a: The reliability coefficient will equal or greater than 0.80.

H1b: The one-factor model will also fit the current data well; and all indices will reach or over the criteria as the expertise suggested.

(ii) What degree is the score of the HCBS related with academic achievement?

As suggested by the review section, the correlations between homework behaviors and academic achievement ranged from 0.15 and 0.59 (e.g., Fan et al., 2017 ), then we expected that the relationship between homework creativity and academic achievement will fall into this range, because homework creativity is a member of homework behaviors.

The results of the previous studies also demonstrated that the correlation between general creativity and academic achievement changed in a range of 0.19–0.24 with a mean of 0.19 ( Gajda et al., 2017 ). Because it can be treated as a sub-category of general creativity, we predicted that homework creativity will have a similar behavior under the current condition.

Taken aforementioned information together, Hypothesis H2 is presented as follows:

H2: There will be a significant correlation between homework creativity and academic achievement which might fall into the interval of 0.15–0.59.

(iii) What degree is the relationship between HCBS and general creativity?

As discussed in the previous section, there are no inconsistent findings about the relationship between the score of HCBS and general creativity. Some studies postulated that these two variables be positive correlated (e.g., Kaiipob, 1951 ; Chang, 2019 ); other studies argued that this relationship be negative (e.g., Cooper et al., 2012 ; Zheng, 2013 ). Because homework creativity is a sub-category of general creativity, we expected that this relationship would be positive and its value might be equal or less than 0.33. Based on those reasoning, we presented our third hypothesis as follows:

H3: The correlation between homework creativity and general creativity would be equal or less than 0.33.

(iv) What effect does grade have on the HCBS score?

Concerning the grade effect of homework behaviors, the previous findings were contradictory ( Xu et al., 2014 ; Zhai and Fan, 2021 , October). However, the general creativity decreased as the level of grade increases from grade 8 to grade 11 ( Kim, 2011 ; Said-Metwaly et al., 2021 ). Taken these previous findings and the fact that repetitive exercises increase when grades go up ( Zheng, 2013 ), we were inclined to expect that the level of homework creativity is negative correlated with the level of grade. Thus, we presented our fourth hypothesis as follows:

H4: The score of HCBS might decrease as the level of grades goes up.

Materials and methods

Participants.

To get more robust result, this study investigated two convenient samples from six public schools in a medium-sized city in China. Among them, two schools were of high schools (including a key school and a non-key school), and the rest four schools were middle schools (one is key school, and the rest is non-key school). All these schools included here did not have free lunch system and written homework policy. Considering the students were mainly prepared for entrance examination of higher stage, the grades 9 and 12 were excluded in this survey. Consequently, students of grades 7, 8, 10, and 11 were included in our survey. After getting permission of the education bureau of the city investigated, the headmasters administrated the questions in October 2018 (sample 1) and November 2019 (sample 2).

A total of 850 questionnaires were released and the valid number of questionnaires returned is 639 with a valid return rate of 75.18%. Therefore, there were 639 valid participants in sample 1. Among them, there were 273 boys and 366 girls (57.2%); 149 participants from grade 7 (23.31%), 118 from grade 8 (18.47%), 183 from grade 10 (28.64%), and 189 from grade 11 (29.58%); the average age was 15.25 years, with a standard deviation (SD) of 1.73 years. See Table 1 for the information about each grade.

Those participants included received homework assignments every day (see Table 1 for the distribution of homework frequency). During the working days, the averaged homework time was 128.29 minutes with SD = 6.65 minutes. In the weekend, the average homework time was 3.75 hours, with SD = 0.22 hours. The percentage distribution here is similar with that of a national representative sample ( Sun et al., 2020 ), because the values of Chi-squared (χ 2 ) were 7.46 (father) and 8.46 (mother), all p -values were above 0.12 (see Supplementary Table S1 for details).

Another package of 850 questionnaires were released. The valid number of questionnaires returned is 710 with a valid return rate of 83.53%. Among them, there were 366 girls (51.50%); 171 participants from grade 7 (24.23%), 211 from grade 8 (26.06%), 190 from the grade 10 (22.96%), and 216 from grade 11 (26.76%); the average age was 15.06 years, with SD = 1.47 years.

Those participants included received homework assignments almost each day (see Table 1 for details for the distribution of homework frequency). During the working days, the averaged homework time was 123.02 minutes with SD = 6.13 minutes. In weekend, the average homework time was 3.47 hours, with SD = 0.21 hours.

The percentage distribution here is insignificantly different from that of a national representative sample ( Sun et al., 2020 ), because the values of χ 2 were 5.20 (father) and 6.05 (mother), p -values were above 0.30 (see Supplementary Table S1 for details).

Instruments

The homework creativity behavior scale.

The HCBS contains nine items representing students’ creativity behaviors in the process of completing homework (for example, “I do my homework in an innovative way”) ( Chang, 2019 , see Supplementary Table S3 for details). The HCBS employs a 5-point rating scale, where 1 means “completely disagree” and 5 means “completely agree.” The higher the score, the stronger the homework creative behavior students have. The reliability and validity of the HCBS can be found in Section “Reliability and validity of the homework creativity behavior scale” (see Table 2 and Figures 1 , ​ ,2 2 for details).

Results of item discrimination analysis and exploratory factor analysis.

**p < 0.01, two side-tailed. The same for below.

a Correlations for sample 1; b Correlations for sample 2. c Seventh item should be removed away according to the results of CFA (see section “Reliability and validity of the HCBS” for details).

Parallel analysis scree plots of the HCBS data.

The standardized solution for HCBS eight-item model. hcb, homework creativity behavior; it 1∼9, item1 ∼6, 8∼9.

Homework management scale

The HMS contains 22 items describing specific behaviors related to self-management in homework (for example, “I will choose a quiet place to do my homework” or “Tell myself to calm down when encountering difficulties”) ( Xu and Corno, 2003 ; Xu, 2008 ). The HMS employs a 5-point Likert scale, ranging from 1 (completely disagree) to 5 (completely agree). All items can be divided into five dimensions, i.e., arranging environment, managing time, focusing attention, monitoring motivation, and monitoring and controlling emotion. Among them, the monitoring and controlling emotion dimension adopts a method of reverse scoring.

Except for the internal consistency of arranging environment in sample 1, which is 0.63, the internal consistency coefficients of the five dimensions based two samples in this study are all greater than 0.7, ranging from 0.70 to 0.79. The Cronbach’s coefficients of the overall HMS-based two samples are 0.88 and 0.87, respectively. The ω coefficients of the dimensions of HMS ranged from 0.64 to 0.80. The ω coefficients of the HMS total scores were 0.88 and 0.87 for samples 1 and 2, respectively. Those reliability coefficients were acceptable for research purpose ( Clark and Watson, 1995 ; Peterson and Kim, 2013 ).

Williams’ creativity assessment packet

The WCAP including a total of 40 items is a revised version to measure general disposition of creativity (for example, “I like to ask some questions out of other’s expectation” or “I like to imagine something novel, even if it looks useless”) ( Williams, 1979 ; Wang and Lin, 1986 ; Liu et al., 2016 ). The WCAP uses a 3-point Likert scales, in which 1 = disagree, 2 = uncertain, and 3 = agree. The higher WCAP score, the higher is the general creativity level. All items of WCAP can be scattered into four dimensions: adventure, curiosity, imagination, and challenge ( Williams, 1979 ; Wang and Lin, 1986 ; Liu et al., 2016 ). In this study, the Cronbach’s α coefficients of adventure, curiosity, imagination, challenge, and total scale are 0.62, 0.71, 0.78, 0.64, and 0.90, respectively. The ω coefficients were in sequence 0.61, 0.70, 0.77, 0.63, and 0.90 for adventure, curiosity, imagination, challenge, and the total score of WCAP. The correlations between the four dimensions of WCAP are between 0.47 and 0.65. The patterns of reliability coefficients and correlations between dimensions are similar to those results reported by the previous studies ( Williams, 1979 ; Wang and Lin, 1986 ; Liu et al., 2016 ) which stand acceptable reliability and validity ( Clark and Watson, 1995 ; Peterson and Kim, 2013 ).

Homework indicators

Homework time.

The participants were asked to report the time spent on homework in the past week. This technique has been employed widely in many international survey programs, such as PISA from OECD (e.g., Trautwein and Lüdtke, 2007 ). The items are as follows: (1) “Every day, from Monday to Friday, in last week, how many minutes you spent on homework?” The options are as follows: (A) 0–30 min; (B) 31–60 min (C) 61–90 min (D) 91–120 min; (E) 121–180 min; (F) 181 min or more. (2) “In last weekend, how many hours you spent on homework?” The options are as follows: (A) 0–1 h; (B) 1.1–3 h; (C) 3.1–5 h; (D) 5.1–7 h; (E) 7.1 h or more.

Homework completion

The homework completion is a useful indicator demonstrated in the previous studies ( Welch et al., 1986 ; Austin, 1988 ; Swank, 1999 ; Pelletier, 2005 ; Wilson, 2010 ), and had large correlation with achievement, as a meta-analytic results suggested ( Fan et al., 2017 ). In the survey of this study, the participants were also asked to estimate a percent of the completion of homework in the past week and fill in the given blank space. It includes three items which are as follows: “What is the percentage of Chinese/Maths/English homework assignment you completed in the last week?” “Please estimate and write a number from 0 to 100 in the blank space.”

Academic achievement

To record the academic achievement, an item required participants to make a choice based on their real scores of tests, not estimate their tests scores. The item is, “In the last examination, what is the rank of your score in your grade?” (A) The first 2%; (B) The first 3–13%; (C) The first 14–50%; (D) The first 51–84%; (E) The last 16%. The options here correspond to the percentage in the normal distribution, it is convenient to compute a Z -score for each student.

The method employed here is effective to retrieve participants’ test scores. First, the self-report method is more effective than other method under the condition of anonymous investigation. To our knowledge, participants do not have the will to provide their real information in the real name format. Second, this method transforms test scores from different sources into the same space of norm distribution which benefits the comparisons. Third, the validity of this method has been supported by empirical data. Using another sample ( N = 234), we got the academic achievement they reported and real test scores their teacher recorded. The correlation between ranks self-reported and the real scores from Chinese test were r = 0.81, p < 0.001; and the correlation coefficient for mathematics was also large, i.e., r = 0.79, p < 0.001.

Data collection procedure

There are three phases in data collection. The first one is the design stage. At this stage, the corresponding author of this study designed the study content, prepared the survey tools, and got the ethical approve of this project authorized from research ethic committee of school the corresponding author belongs to.

The second stage is to releasing questionnaire prepared. The questionnaire was distributed and retrieved by the head master of those classes involved. Neither the teachers nor the students knew the purpose of this research. During this stage, students can stop answering at any time, or simply withdraw from the survey. None of the teachers and students in this study received payment.

The third stage is the data entry stage. At this stage, the corresponding author of this study recruited five volunteers majored in psychology and education, and explained to them the coding rules, missing value processing methods, identification of invalid questionnaires, and illustrated how to deal with these issues. The volunteers used the same data template for data entry. The corresponding author of this study controlled the data entry quality by selective check randomly.

Data analysis strategies

R packages employed.

The “psych” package in R environment ( R Core Team, 2019 ) was employed to do descriptive statistics, correlation analysis, mean difference comparisons, exploratory factor analysis (EFA), reliability Analysis ( Revelle, 2022 ); and the “lavaan” package was used in confirmatory factor analysis (CFA) and measurement invariance test ( Rosseel, 2012 ); and the “semPlot” package was employed to draw the picture of CFA’s outputs ( Epskamp et al., 2022 ).

Analysis strategies of exploratory factor analysis and reliability

Sample 1 was used for item analysis, EFA, reliability analysis. In EFA, factors were extracted using maximum likelihood, and the promax method served as the rotation method. The number of factors were determined according to the combination of the results from screen plot, and the rule of Eigenvalues exceeding 1.0, and parallel analysis ( Luo et al., 2019 ).

The Cronbach’s α and MacDonald’s ω test were employed to test the reliability of the scale. The rigorous criteria that α ≥ 0.70 ( Nunnally and Bernstein, 1994 ) and ω ≥ 0.7 ( Green and Yang, 2015 ) were taken as acceptable level of the reliability of HCBS.

Analysis strategies of confirmatory factor analysis

As suggested by Hu and Bentler (1999) , two absolute goodness-of-fit indices, namely, the root mean square error of approximation (RMSEA) and the standardized root mean square residual (SRMR), and two relative goodness-of-fit indices, namely, comparative fit index (CFI) and Tucker–Lewis Index (TLI) were recruited as fitting indicators. The absolute goodness-of-fit indices are less than 0.08, and the relative goodness-of-fit indices greater than 0.90 are considered as a good fit. The CFA was conducted using the second sample.

Strategies for measurement invariance

Measurement invariance testing included four models, they are Configural invariance (Model 1), which is to test whether the composition of latent variables between different groups is the same; Weak invariance (Factor loading invariance, Model 2), which is to test whether the factor loading is equal among the groups; Intercept invariance (Model 3), that is, whether the intercepts of the observed variables are equal; Strict equivalent (Residual Variance invariance, Model 4), that is, to test whether the error variances between different groups are equal ( Chen, 2007 ; Putnick and Bornstein, 2016 ).

Since the χ 2 test will be affected easily by the sample size, even small differences will result in significant differences as the sample size will increase. Therefore, this study used the changes of model fitting index CFI, RMSEA, and SRMR (ΔCFI, ΔRMSEA, and ΔSRMR) to evaluate the invariance of the measurement. When ΔCFI ≤ 0.010, ΔRMSEA ≤ 0.015, and ΔSRMR ≤ 0.030 (for metric invariance) or 0.015 (for scalar or residual invariance), the invariance model is considered acceptable ( Cheung and Rensvold, 2002 ; Chen, 2007 ; Putnick and Bornstein, 2016 ).

Strategies of controlling common methods biases

The strategy of controlling common methods biases is mainly hided in the directions. Each part of the printed questionnaire had a sub-direction which invites participants answer the printed questions honestly. The answer formats between any two neighboring parts were different from each other which requested participants change their mind in time. For example, on some part, the answering continuum varied from “1 = totally disagreed” to “5 = total agreed,” while the answering continuum on the neighboring part is the from “5 = totally disagreed” to “1 = total agreed.” Additionally, according to the suggestion of the previous studies, the one factor CFA model and the bi-factor model can be used to detect the common methods biases (e.g., Podsakoff et al., 2012 ).

Detection of common method biases

The fitting results of the one-common-factor model using CFA technique were as follows: χ 2 = 15,073, df = 3320, p < 0.001; χ 2 / df = 4.54, CFI = 0.323, TLI = 0.306, RMSEA = 0.071, 90% CI: 0.070–0.072, and SRMR = 0.101. The results of the bi-factor model under CFA framework were presented as follows: χ 2 = 2,225.826, df = 117, p < 0.001; χ 2 / df = 19.024, CFI = 0.650, TLI = 0.543, RMSEA = 0.159, 90% CI: 0.154–0.164, and SRMR = 0.127. These poor indices of the two models suggested that the one-common-factor model failed to fit the data well and that the biases of common method be ignored ( Podsakoff et al., 2012 ).

Reliability and validity of the homework creativity behavior scale

Item analysis.

Based on the sample 1, the correlation coefficients between the items of the HCBS were between 0.34 and 0.64, p -values were below 0.01. The correlations between the items and the total score of HCBS vary from 0.54 to 0.75 ( p -values are below 0.01). On the condition of sample 2, the correlations between the items fluctuate between 0.31 and 0.58, the correlation coefficients between the items and the total score of the HCBS change from 0.63 to 0.75 ( p -values were below 0.01). All correlation coefficients between items and total score are larger than those between items and reached the criterion suggested ( Ferketich, 1991 ; see Table 2 for details).

Results of exploratory factor analysis

The EFA results (based on sample 1) showed that the KMO was 0.89, and the χ 2 of Bartlett’s test = 1,666.07, p < 0.01. The rules combining eigenvalue larger than 1 and the results of parallel analysis (see Figure 1 for details) suggested that one factor should be extracted. The eigenvalue of the factor extracted was 3.63. The average variance extracted was 0.40. This factor accounts 40% variance with factor loadings fluctuating from 0.40 to 0.76 (see Table 2 ).

Results of confirmatory factor analysis

In the CFA situation (based on sample 2) the fitting indices of the nine-item model of the HCBS are acceptable marginally, they are χ 2 = 266.141; df = 27; χ 2 / df = 9.857; CFI = 0.904; TLI = 0.872; RMSEA = 0.112; 90% CI: 0.100–0.124; SRMR = 0.053.

The modification indices of item 7 were too big (MI value = 74.339, p < 0.01), so it is necessary to consider to delete item 7. Considering its content of “I designed a neat, clean and clear homework format by myself,” item 7 is an indicator of strictness which is weakly linked with creativity. Therefore, the item 7 should be deleted.

After removing item 7, the fitting results were, χ 2 = 106.111; df = 20; χ 2 / df = 5.306; CFI = 0.957; TLI = 0.939; RMSEA = 0.078; 90% CI: 0.064–0.093; SRMR = 0.038). The changes of the fitting indices of the two nested models (eight-item vs. nine-item models) are presented as follows: Δχ 2 = 160.03, Δ df = 7, χ 2 (α = 0.01, df = 7) = 18.48, p < 0.05. After deleting item 7, both CFI and TLI indices increased to above 0.93, and RMSEAs decreased below 0.08 which suggested that the factor model on which eight items loaded fitted the data well. The average variance extracted was 0.50 which is adequate according to the criteria suggested by Fornell and Larcker (1981) . The standardized solution for the eight-item model of the HCBS was shown in Figure 2 .

Correlations between the homework creativity behavior scale and similar concepts

The results showed that the score of the HCBS was significantly correlated with the total score and four dimensions of WCAP and their correlation coefficients ranged from 0.20 to 0.29, p -values were below 0.01. Similarly, the correlations between the score of the HCBS and the scores of arranging environment, managing time, motivation management, and controlling emotion, and total score of the HMS ranged from 0.08 to 0.22, p -values were 0.01; at the meanwhile, the correlation between the score of HCBS and the distraction dimension of the HMS was r = –0.14, p -values were 0.01. The HCBS score was also significantly related to homework completion ( r = 0.18, p < 0.01), but insignificantly related to homework time (see Table 3 for details).

Correlation matrix between variables included and the corresponding descriptive statistics.

About correlation between variables, the results of sample 1 and sample 2 were presented in the lower, upper triangle, respectively.

a In analyses, grades 7, 8, 10, and 11 were valued 1, 2, 3, and 4, respectively.

b TWk, the time spent on homework in the weekend; TWw, the time spent on homework from Monday to Friday; HCp, homework completion; HMSt, total score of homework management scale; AE, arrange environment; MT, manage time; MM, monitor motivation; CE, control emotion; FA, focus attention; WCAPt, WCAP total score; AD, adventure; CU, curiosity; IM, imagination; CH, challenging; HCb, homework creativity behavior; AA, academic achievement.

c Since sample 1 did not answer the WCAP, so the corresponding cells in the lower triangle are blank. *p < 0.05, two side-tailed, the same for below.

d Since there is only one item from variable 1 to 4, the α and ω coefficients cannot be computed.

Correlations between the homework creativity behavior scale and distinct concepts

The correlation analysis results demonstrated that both the correlation coefficients between the score of HCBS and the time spent on homework in week days, and time spent on in weekend days were insignificant ( r -values = 0.02, p -values were above 0.05), which indicated a non-overlap between two distinct constructs of homework creativity and time spent on homework.

Reliability analyses

The results revealed that both the Cronbach’s α coefficients of sample 1 and sample 2 were 0.86, which were greater than a 0.70 criteria the previous studies suggest ( Nunnally and Bernstein, 1994 ; Green and Yang, 2015 ).

Effect of homework creativity on academic achievement

The results (see Table 4 ) of hierarchical regression analyses demonstrated that (1) gender and grade explained 0.8% variation of the score of academic achievement. This number means closing to zero because the regression equation failed to pass the significance test; (2) homework time and completion explained 5.4% variation of academic achievement; considering the β coefficients of the time spent on homework is insignificant, this contribution should be attributed to homework completion totally, and (3) the score of the HCBS explained 3.7% variation of the academic achievement independently.

Effect of homework creativity on general creativity

The results showed the following (see Table 4 for details):

(1) Gender and grade explained 1.3% variation of the total score of general creativity (i.e., the total score of WACP); homework time and completion explained 1.3% variation of the total score of general creativity disposition; and the score of the HCBS independently explained 7.0% variation of the total score of general creativity.

(2) Gender and grade explained 1.7% variation of the adventure score, and homework time and completion explained 1.6% variation of the adventure score, and the score of the HCBS independently explained 6.4% variation of the adventure score.

(3) Gender and grade explained 2.4% variation of the curiosity score, and homework time and completion explained 1.1% variation of the curiosity score, and the score of the HCBS independently explained 5.1% variation of the curiosity score.

(4) Gender and grade explained 0.3% variation of the imagination score, homework time completion explained 0.3% variation of the imagination score. The real values of the two “0.3%” are zeros because both the regression equations and coefficients failed to pass the significance tests. Then the score of the HCBS independently explained 4.4% variation of the imagination score.

(5) Gender and grade explained 0.3% variation of the score of the challenge dimension, homework time and completion explained 2.3% variation of the challenge score, and the score of the HCBS independently explained 4.9% variation of the challenge score.

Grade differences of the homework creativity behavior scale

Test of measurement invariance.

The results of measurement invariance test across four grades indicated the following:

(1) The fitting states of the four models (Configural invariance, Factor loading invariance, Intercept invariance, and Residual variance invariance) were marginally acceptable, because values of CFIs (ranged from 0.89 to 0.93), TLIs (varied from 0.91 to 0.93), RMSEAs (fluctuated from 0.084 to 0.095), and SRMRs (changed from 0.043 to 0.074) located the cutoff intervals suggested by methodologists ( Cheung and Rensvold, 2002 ; Chen, 2007 ; Putnick and Bornstein, 2016 ; see Table 5 for fitting indices, and refer to Supplementary Table S2 for the estimation of parameters).

Fitting results of invariance tests across grades.

(2) When setting factor loadings equal across four grades (i.e., grades 7, 8, 10, and 11), the ΔCFA was –0.006, ΔRMSEA was –0.007, and ΔSRMR was 0.016 which indicated that it passed the test of factor loading invariance. After adding the limit of intercepts equal across four groups, the ΔCFA was –0.008, ΔRMSEA was –0.004, and the ΔSRMR was 0.005 which supported that it passed the test of intercept invariance. At the last step, the error variances were also added as equal, the ΔCFA was –0.027, ΔRMSEA was 0.005, and the ΔSRMR was 0.019 which failed to pass the test of residual variance invariance (see Table 5 for changes of fitting indices). Taking into these fitting indices into account, the subsequent comparisons between the means of factors can be conducted because the residuals are not part of the latent factor ( Cheung and Rensvold, 2002 ; Chen, 2007 ; Putnick and Bornstein, 2016 ).

Grade differences in homework creativity and general creativity

The results of ANOVA showed that there were significant differences in the HCBS among the four grades [ F (3,1345) = 27.49, p < 0.001, η 2 = 0.058, see Table 6 for details]. Further post-test tests returned that the scores of middle school students were significantly higher than those of high school students (Cohen’s d values ranged from 0.46 to 0.54; the averaged Cohen’s d = 0.494), and no significant difference occurs between grades 7 and 8, or between grades 10 and 11. See Figure 3 for details.

Grade differences in HCBS.

***p < 0.001.

The mean differences of the HCBS between the groups of grades.

To address the gap in the previous research on homework creativity, this study examined the psychometric proprieties of the HCBS and its relationship with academic achievement and general creativity. The main findings were (1) Hypotheses H1a and H1b were supported that the reliability and validity of the HCBS were acceptable; (2) Hypothesis H2 was supported that the correlation between the score of the HCBS and academic achievement was significant ( r -values = 0.23–0.26 for two samples); (3) Hypothesis H3 received support that the correlation between the scores of HCBS and WCAP was significant ( r -values = 0.20–0.29 for two samples); and (4) the H4 was supported from the current data that the score of high school students’ was lower than that of the middle school students’ (Cohen’s d = 0.49).

The positive correlations among homework creativity, homework completion, and general creativity

The first key finding should be noted is that the positive correlations with between pairs of homework creativity, homework completion, and general creativity. This result is inconsistent with prediction of an argument that homework diminishes creativity ( Cooper et al., 2012 ; Zheng, 2013 ). Specifically, the correlation between homework completion and curiosity was insignificant ( r = 0.08, p > 0.05) which did not support the argument that homework hurts curiosity of creativity ( Zheng, 2013 ). The possible reason may be homework can provide opportunities to foster some components of creativity by independently finding and developing new ways of understanding what students have learned in class, as Kaiipob (1951) argued. It may be the homework creativity that served as the way to practice the components of general creativity. In fact, the content of items of the HCBS are highly related with creative thinking (refer to Table 2 for details).

Possible reasons of the grade effect of the score of the homework creativity behavior scale

The second key finding should be noted is that the score of the HCBS decreased as the level of grades increased from 7 to 11. This is consistent with the basic trend recorded in the previous meta-analyses ( Kim, 2011 ; Said-Metwaly et al., 2021 ). There are three possible explanations leading to this grade effect. The first one is the repetitive exercises in homework. As Zheng (2013) observed, to get higher scores in the highly competitive entrance examination of high school and college, those Chinese students chose to practice a lot of repetitive exercises. The results of some behavior experiments suggested that repetitive activity could reduce the diverse thinking of subjects’ (e.g., Main et al., 2020 ). Furthermore, the repetitive exercises would lead to fast habituation (can be observed by skin conductance records) which hurts the creative thinking of participants ( Martindale et al., 1996 ). The second explanation is that the stress level in Chinese high schools is higher than in middle school because of the college entrance examination. The previous studies (e.g., Beversdorf, 2018 ) indicated that the high level of stress will trigger the increase activity of the noradrenergic system and the hypothalamic–pituitary–adrenal (HPA) axis which could debase the individual’s performance of creativity. Another likely explanation is the degree of the certainty of the college entrance examination. The level of certainty highly increases (success or failure) when time comes closer to the deadline of the entrance examination. The increase of degree of certainty will lead to the decrease of activity of the brain areas related to curiosity (e.g., Jepma et al., 2012 ).

The theoretical implications

From the theoretical perspective, there are two points deserving to be emphasized. First, the findings of this study extended the previous work ( Beghetto and Kaufman, 2007 ; Kaufman and Beghetto, 2009 ). This study revealed that homework creativity had two typical characteristics, including the personal meaning of students (as represented by the content of items of the HCBS) and the small size of “creativity” and limited in the scope of exercises (small correlations with general creativity). These characteristics are in line with what Mini-C described by the previous studies ( Beghetto and Kaufman, 2007 ; Kaufman and Beghetto, 2009 ). Second, this study deepened our understanding of the relationship between learning (homework is a part of learning) and creativity which has been discussed more than half a century. One of the main viewpoints is learning and creativity share some fundamental similarities, but no one explained what is the content of these “fundamental similarities” (e.g., Gajda et al., 2017 ). This study identified one similarity between learning and creativity in the context of homework, that is homework creativity. Homework creativity has the characteristics of homework and creativity at the same time which served as an inner factor in which homework promote creativity.

The practical implications

The findings in this study also have several potential practical implications. First, homework creativity should be a valuable goal of learning, because homework creativity may make contributions to academic achievement and general creativity simultaneously. They accounted for a total of 10.7% variance of academic achievement and general creativity which are the main goals of learning. Therefore, it is valuable to imbed homework creativity as a goal of learning, especially in the Chinese society ( Zheng, 2013 ).

Second, the items of the HCBS can be used as a vehicle to help students how to develop about homework creativity. Some studies indicated that the creative performance of students will improve just only under the simple requirement of “to be creative please” ( Niu and Sternberg, 2003 ). Similarly, some simple requirements, like “to do your homework in an innovative way,” “don’t stick to what you learned in class,” “to use a simpler method to do your homework,” “to use your imagination when you do homework,” “to design new problems on the basis what learnt,” “to find your own unique insights into your homework,” and “to find multiple solutions to the problem,” which rewritten from the items of the HCBS, can be used in the process of directing homework of students. In fact, these directions are typical behaviors of creative teaching (e.g., Soh, 2000 ); therefore, they are highly possible to be effective.

Third, the HCBS can be used to measure the degree of homework creativity in ordinary teaching or experimental situations. As demonstrated in the previous sections, the reliability and validity of the HCBS were good enough to play such a role. Based on this tool, the educators can collect the data of homework creativity, and make scientific decisions to improve the performance of people’s teaching or learning.

Strengths, limitations, and issues for further investigation

The main contribution is that this study accumulated some empirical knowledge about the relationship among homework creativity, homework completion, academic achievement, and general creativity, as well as the psychometric quality of the HCBS. However, the findings of this study should be treated with cautions because of the following limitations. First, our study did not collect the test–retest reliability of the HCBS. This makes it difficult for us to judge the HCBS’s stability over time. Second, the academic achievement data in our study were recorded by self-reported methods, and the objectivity may be more accurate. Third, the lower reliability coefficients existed in two dimensions employed, i.e., the arrange environment of the HMS (the α coefficient was 0.63), and the adventure of the WCAP (the α coefficient was 0.61). Fourth, the samples included here was not representative enough if we plan to generalize the finding to the population of middle and high school students in main land of China.

In addition to those questions listed as laminations, there are a number of issues deserve further examinations. (1) Can these findings from this study be generalized into other samples, especially into those from other cultures? For instances, can the reliability and validity of the HCBS be supported by the data from other samples? Or can the grade effect of the score of the HCBS be observed in other societies? Or can the correlation pattern among homework creativity, homework completion, and academic achievement be reproduced in other samples? (2) What is the role of homework creativity in the development of general creativity? Through longitudinal study, we can systematically observe the effect of homework creativity on individual’s general creativity, including creative skills, knowledge, and motivation. The micro-generating method ( Kupers et al., 2018 ) may be used to reveal how the homework creativity occurs in the learning process. (3) What factors affect homework creativity? Specifically, what effects do the individual factors (e.g., gender) and environmental factors (such as teaching styles of teachers) play in the development of homework creativity? (4) What training programs can be designed to improve homework creativity? What should these programs content? How about their effect on the development of homework creativity? What should the teachers do, if they want to promote creativity in their work situation? All those questions call for further explorations.

Homework is a complex thing which might have many aspects. Among them, homework creativity was the latest one being named ( Guo and Fan, 2018 ). Based on the testing of its reliability and validity, this study explored the relationships between homework creativity and academic achievement and general creativity, and its variation among different grade levels. The main findings of this study were (1) the eight-item version of the HCBS has good validity and reliability which can be employed in the further studies; (2) homework creativity had positive correlations with academic achievement and general creativity; (3) compared with homework completion, homework creativity made greater contribution to general creativity, but less to academic achievement; and (4) the score of homework creativity of high school students was lower than that of middle school students. Given that this is the first investigation, to our knowledge, that has systematically tapped into homework creativity, there is a critical need to pursue this line of investigation further.

Data availability statement

Ethics statement.

The studies involving human participants were reviewed and approved by the research ethic committee, School of Educational Science, Bohai University. Written informed consent to participate in this study was provided by the participants’ legal guardian/next of kin.

Author contributions

HF designed the research, collected the data, and interpreted the results. YM and SG analyzed the data and wrote the manuscript. HF, JX, and YM revised the manuscript. YC and HF prepared the HCBS. All authors read and approved the final manuscript.

Acknowledgments

We thank Dr. Liwei Zhang for his supports in collecting data, and Lu Qiao, Dounan Lu, Xiao Zhang for their helps in the process of inputting data.

This work was supported by the LiaoNing Revitalization Talents Program (grant no. XLYC2007134) and the Funding for Teaching Leader of Bohai University.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpsyg.2022.923882/full#supplementary-material

• Anesko K. M., Schoiock G., Ramirez R., Levine F. M. (1987). The homework problem checklist: Assessing children’s homework difficulties. Behav. Assess. 9 179–185. 10.1155/2020/1250801 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Austin C. A. (1988). Homework as a parental involvement strategy to improve the achievement of first grade children: Dissertation abstracts international, 50/03, 622. Doctoral dissertation. Memphis, TN: Memphis State University. [ Google Scholar ]
• Beghetto R. A., Kaufman J. C. (2007). Toward a broader conception of creativity: A case for mini-c creativity. Psycho. Aesthetics Creat. Arts 1 73–79. [ Google Scholar ]
• Beversdorf D. Q. (2018). “ Stress, pharmacology, and creativity ,” in The cambridge handbook of the neuroscience of creativity , eds Jung R. E., Vartanian O. V. (Cambridge: Cambridge University Press.), 73–91. 10.1017/9781316556238.006 [ CrossRef ] [ Google Scholar ]
• Chang Y. (2019). An investigation on relationship between homework and creativity of elementary and middle school students. Master thesis. Liaoning Jinzhou: Bohai University. [ Google Scholar ]
• Chen F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Struct. Equ. Modeling 14 464–504. 10.1080/10705510701301834 [ CrossRef ] [ Google Scholar ]
• Cheung G. W., Rensvold R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Struct. Equ. Modeling 9 233–255. [ Google Scholar ]
• Clark L. A., Watson D. (1995). Constructing validity: Basic issues in objective scale development. Psychological Assessment 7 309–319. 10.1037/1040-3590.7.3.309 [ CrossRef ] [ Google Scholar ]
• Cooper H., Lindsay J. J., Nye B., Greathouse S. (1998). Relationships among attitudes about homework, amount of homework assigned and completed, and student achievement. J. Educ. Psychol. 90 70–83. 10.1037//0022-0663.90.1.70 [ CrossRef ] [ Google Scholar ]
• Cooper H., Robinson J. C., Patall E. A. (2006). Does homework improve academic achievement? A synthesis of research, 1987–2003. Rev. Educ. Res. 76 1–62. [ Google Scholar ]
• Cooper H., Steenbergen-Hu S., Dent A. L. (2012). “ Homework ,” in APA educational psychology handbook, Vol.3. Application to learning and teaching , eds Harris K. R., Graham S., Urdan T. (Washington DC: American Psychological Association; ), 475–495. [ Google Scholar ]
• De Jong R., Westerhof K. J., Creemers B. P. M. (2000). Homework and student math achievement in junior high schools. Educ. Res. Eval. 6 130–157. [ Google Scholar ]
• Dettmers S., Trautwein U., Lüdtke O. (2009). The relationship between homework time and achievement is not universal: Evidence from multilevel analyses in 40 countries. Sch. Effect. Sch. Improv. 20 375–405. 10.1080/09243450902904601 [ CrossRef ] [ Google Scholar ]
• Dolean D. D., Lervag A. (2022). Variations of homework amount assigned in elementary school can impact academic achievement. J. Exp. Educ. 90 280–296. 10.1080/00220973.2020.1861422 [ CrossRef ] [ Google Scholar ]
• Epskamp S., Stuber S., Nak J., Veenman M., Jorgensen T. D. (2022). semPlot: Path diagrams and visual analysis of various sem packages’ output. R package Version 1.1.5. Availabl eonline at: https://cran.r-project.org/web/packages/semPlot/index.html (accessed July 18, 2022). [ Google Scholar ]
• Fan H., Xu J., Cai Z., He J., Fan X. (2017). Homework and students’ achievement in math and science: A 30-year meta-analysis, 1986–2015. Educ. Res. Rev. 20 35–54. 10.1016/j.edurev.2016.11.003 [ CrossRef ] [ Google Scholar ]
• Ferketich S. (1991). Focus on psychometrics. Aspects of item analysis. Res. Nurs. Health 14 165–168. 10.1002/nur.4770140211 [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Fernández-Alonso R., Álvarez-Díaz M., Suárez-Álvarez J., Muñiz J. (2017). Students’ achievement and homework assignment strategies. Front. Psychol. 8 : 286 . 10.3389/fpsyg.2017.00286 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Fernández-Alonso R., Suárez-álvarez J., Javier M. (2015). Adolescents’ homework performance in mathematics and science: Personal factors and teaching practices. J. Educ. Psychol. 107 1075–1085. 10.1037/edu0000032 [ CrossRef ] [ Google Scholar ]
• Fernández-Alonso R., Woitschach P., Álvarez-Díaz M., González-López A. M., Cuesta M., Muñiz J. (2019). Homework and academic achievement in latin america: A multilevel approach. Front. Psychol. 10 : 95 . 10.3389/fpsyg.2019.00095 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Fornell C., Larcker D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. J. Mark. Res. 18 39–50. 10.1177/002224378101800104 [ CrossRef ] [ Google Scholar ]
• Gajda A., Karwowski M., Beghetto R. A. (2017). Creativity and academic achievement: A meta-analysis. J. Educ. Psychol. 109 269–299. 10.1037/edu0000133 [ CrossRef ] [ Google Scholar ]
• Green S. B., Yang Y. (2015). Evaluation of dimensionality in the assessment of internal consistency reliability: Coefficient alpha and omega coefficients. Educ. Meas. Issues Pract. 34 14–20. 10.1111/emip.12100 [ CrossRef ] [ Google Scholar ]
• Guilford J. P. (1950). Creativity. Am. Psychol. 5 444–454. 10.1037/h0063487 [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Guo L. (2018). The compilation of homework behavior questionnaire for junior middle school students. Master thesis. Liaoning Jinzhou: Bohai University. [ Google Scholar ]
• Guo L., Fan H. (2018). Analysis and prospect of homework instruments in primary and middle schools. Educ. Sci. Res. 3 48–53. [ Google Scholar ]
• Hattie J. (2009). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. London: Routledge. [ Google Scholar ]
• Hu L. T., Bentler P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Struct. Equ. Modeling 6 1–55. 10.1080/10705519909540118 [ CrossRef ] [ Google Scholar ]
• Jepma M., Verdonschot R. G., van Steenbergen H., Rombouts S. A. R. B., Nieuwenhuis S. (2012). Neural mechanisms underlying the induction and relief of perceptual curiosity. Front. Behav. Neurosci. 6 : 2012 . 10.3389/fnbeh.2012.00005 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Kaiipob I. A. (1951). Pedagogy (Shen yingnan, Nan zhishan et al, translated into chinese). Beijing: People’s Education Press, 150–155. [ Google Scholar ]
• Kalenkoski C. M., Pabilonia S. W. (2017). Does high school homework increase academic achievement? Educ. Econ. 25 45–59. 10.1080/09645292.2016.1178213 [ CrossRef ] [ Google Scholar ]
• Kaufman J. C., Beghetto R. A. (2009). Beyond big and little: The Four-C model of creativity. Rev. Gen. Psychol. 13 1–12. 10.1037/a0013688 [ CrossRef ] [ Google Scholar ]
• Kaufman J. C., Glăveanu V. P. (2019). “ A review of creativity theories: What questions are we trying to answer? ,” in Cambridge handbook of creativity , 2nd Edn, eds Kaufman J. C., Sternberg R. J. (New York, NY: Cambridge University Press; ), 27–43. [ Google Scholar ]
• Kaufman J. C., Plucker J. A., Baer J. (2008). Essentials of creativity assessment. Hoboken, NJ: John Wiley & Sons. [ Google Scholar ]
• Karwowski M., Jankowska D. M., Brzeski A., Czerwonka M., Gajda A., Lebuda I., et al. (2020). Delving into creativity and learning. Creat. Res. J. 32 4–16. 10.1080/10400419.2020.1712165 [ CrossRef ] [ Google Scholar ]
• Kim K. H. (2011). The creativity crisis: The decrease in creative thinking scores on the torrance tests of creative thinking. Creat. Res. J. 23 285–295. 10.1080/10400419.2011.627805 [ CrossRef ] [ Google Scholar ]
• Kozbelt A., Beghetto R. A., Runco M. A. (2011). “ Theories of creativity ,” in The cambridge handbook of creativity , eds Kaufman J. C., Sternberg R. J. (New York, NY: Cambridge University Press; ), 20–47. [ Google Scholar ]
• Kupers E., van Dijk M., Lehmann-Wermser A. (2018). Creativity in the here and now: A generic, micro-developmental measure of creativity. Front. Psychol. 9 : e2095 . 10.3389/fpsyg.2018.02095 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Liu X.-L., Liu L., Qiu Y.-X., Jin Y., Zhou J. (2016). Reliability and validity of williams creativity assessment packet. J. Sch. Stud. 13 51–58. 10.3969/j.issn.1005-2232.2016.03.007 [ CrossRef ] [ Google Scholar ]
• Liu Y., Gong S., Cai X. (2013). Junior-high school students’ homework effort and its influencing factors. Adv. Psychol. Sci. 21 1422–1429. 10.3724/SP.J.1042.2013.01422 [ CrossRef ] [ Google Scholar ]
• Long H., Kerr B. A., Emler T. E., Birdnow M. (2022). A critical review of assessments of creativity in education. Rev. Res. Educ. 46 288–323. 10.3102/0091732X221084326 [ CrossRef ] [ Google Scholar ]
• Luo L., Arizmendi C., Gates K. M. (2019). Exploratory factor analysis (EFA) programs in R. Struct. Equ. Modeling 26 819–826. 10.1080/10705511 [ CrossRef ] [ Google Scholar ]
• Main K. J., Aghakhani H., Labroo A. A., Greidanus N. S. (2020). Change it up: Inactivity and repetitive activity reduce creative thinking. J. Creat. Behav. 54 395–406. 10.1002/jocb.373 [ CrossRef ] [ Google Scholar ]
• Martindale C., Anderson K., Moor K., West A. (1996). Creativity, oversensitivity and rate of habituation. Pers. Individ. Diff. 20 423–427. 10.1016/0191-8869(95)00193-X [ CrossRef ] [ Google Scholar ]
• Nie Y., Zheng X. (2005). A study on the developmental characteristics of children’s and adolescent’s creative personality. Psychol. Sci. 28 356–361. 10.16719/j.cnki.1671-6981.2005.02.024 [ CrossRef ] [ Google Scholar ]
• Niu W., Sternberg R. J. (2003). Societal and school influences on student creativity: The case of China. Psychol. Sch. 40 103–114. 10.1002/pits.10072 [ CrossRef ] [ Google Scholar ]
• Núñez J. C., Suárez N., Cerezo R., González-Pienda J., Valle A. (2013). Homework and academic achievement across Spanish Compulsory Education. Educ. Psychol. 35 1–21. 10.1080/01443410 [ CrossRef ] [ Google Scholar ]
• Nunnally J. C., Bernstein I. H. (1994). Psychometric theory , 3rd Edn. New York, NY: McGraw-Hill. [ Google Scholar ]
• OECD (2014). Does homework perpetuate inequities in education? Pisa in Focus, No. 46. Paris: OECD Publishing, 10.1787/5jxrhqhtx2xt-en [ CrossRef ] [ Google Scholar ]
• Pang W., Plucker J. A. (2012). Recent transformations in China’s economic, social, and education policies for promoting innovation and creativity. J. Creat. Behav. 46 247–273. 10.1002/jocb.17 [ CrossRef ] [ Google Scholar ]
• Pendergast L. L., Watkins M. W., Canivez G. L. (2014). Structural and convergent validity of the homework performance questionnaire. Educ. Psychol. 34 291–304. 10.1080/01443410.2013.785058 [ CrossRef ] [ Google Scholar ]
• Pelletier R. (2005). The predictive power of homework assignments on student achievement in grade three (Order No. 3169466). Available from proquest dissertations & theses global. (305350863). Available online at: http://search.proquest.com/docview/305350863?accountid¼12206 [ Google Scholar ]
• Peterson R., Kim Y. (2013). On the relationship between coefficient alpha and composite reliability. J. Appl. Psychol. 98 194–198. 10.1037/a0030767 [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Plucker J. A., Makel M. C., Qian M. (2019). “ Chapter3: assessment of creativity ,” in The cambridge handbook of creativity , 2nd Edn, eds Kaufman J. C., Sternberg R. J. (Cambridge University Press: New York, NY; ), 44–68. [ Google Scholar ]
• Podsakoff P. M., Mac Kenzie S. B., Podsakoff N. P. (2012). Sources of method bias in social science research and recommendations on how to control it. Annu. Rev. Psychol. 63 539–569. 10.1146/annurev-psych-120710-100452 [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Power T. J., Dombrowski S. C., Watkins M. W., Mautone J. A., Eagle J. W. (2007). Assessing children’s homework performance: Development of multi-dimensional, multi-informant rating scales. J. Sch. Psychol. 45 333–348. 10.1016/j.jsp.2007.02.002 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Putnick D. L., Bornstein M. H. (2016). Measurement invariance conventions and reporting: The state of the art and future directions for psychological research. Dev. Rev. 41 71–90. 10.1016/j.dr.2016.06.004 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Qian A. (2006). Research on the creative thought ability training in the language teaching material work system. Ph.D. thesis. Jiangsu Nanjing: Nanjing Normal University. [ Google Scholar ]
• R Core Team (2019). R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing. [ Google Scholar ]
• Revelle W. (2022). Psych: Procedures for psychological, psychometric, and personality research. Evanston, IL: Northwestern University. [ Google Scholar ]
• Rosário P., Núñez J., Vallejo G., Cunha J., Nunes T., Mourão R., et al. (2015). Does homework design matter? The role of homework’s purpose in student mathematics achievement. Contemp. Educ. Psychol. 43 10–24. 10.1016/j.cedpsych.2015.08.001 [ CrossRef ] [ Google Scholar ]
• Rosseel Y. (2012). Lavaan: An R package for structural equation modeling. J. Stat. Softw. 48 : 97589 . 10.3389/fpsyg.2014.01521 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Said-Metwaly S., Fernández-Castilla B., Kyndt E., Van den Noortgate W., Barbot B. (2021). Does the fourth-grade slump in creativity actually exist? A meta-analysis of the development of divergent thinking in school-age children and adolescents. Educ. Psychol. Rev. 33 275–298. 10.1007/s10648-020-09547-9 [ CrossRef ] [ Google Scholar ]
• Smith J. K., Smith L. F. (2010). “ Educational creativity ,” in The cambridge handbook of creativity , eds Kaufman J. C., Sternberg R. J. (New York, NY: Cambridge University Press; ), 250–264. [ Google Scholar ]
• Soh K.-C. (2000). Indexing creativity fostering teacher behavior: A preliminary validation study. J. Creat. Behav. 34 118–134. 10.1002/j.2162-6057.2000.tb01205.x [ CrossRef ] [ Google Scholar ]
• Sternberg R. J. (2019). Measuring creativity: A 40+ year retrospective. J. Creat. Behav. 53 600–604. 10.1002/jocb.218 [ CrossRef ] [ Google Scholar ]
• Sternberg R. J., Karami S. (2022). An 8P theoretical framework for understanding creativity and theories of creativity. J. Creat. Behav. 56 55–78. 10.1002/jocb.516 [ CrossRef ] [ Google Scholar ]
• Sun M., Du J., Xu J. (2021). Are homework purposes and student achievement reciprocally related? A longitudinal study. Curr. Psychol. 40 4945–4956. 10.1007/s12144-019-00447-y [ CrossRef ] [ Google Scholar ]
• Sun L., Shafiq M. N., McClure M., Guo S. (2020). Are there educational and psychological benefits from private supplementary tutoring in Mainland China? Evidence from the China Education Panel Survey, 2013–15. Int. J. Educ. Dev. 72 : 102144 . [ Google Scholar ]
• Swank A. L. G. (1999). The effect of weekly math homework on fourth grade student math performance. Master of arts action research project. Knoxville, TN: Johnson Bible College. [ Google Scholar ]
• Tas Y., Sungur S., Oztekin C. (2016). Development and validation of science homework scale for middle-school students. Int. J. Sci. Math. Educ. 14 417–444. 10.1007/s10763-014-9582-5 [ CrossRef ] [ Google Scholar ]
• Trautwein U., Lüdtke O. (2007). Students’ self-reported effort and time on homework in six school subjects: Between-student differences and within-student variation. J. Educ. Psychol. 99 432–444. 10.1037/0022-0663.99.2.432 [ CrossRef ] [ Google Scholar ]
• Trautwein U., Lüdtke O. (2009). Predicting homework motivation and homework effort in six school subjects: The role of person and family characteristics, classroom factors, and school track. Learn. Instr. 19 243–258. 10.1016/j.learninstruc.2008.05.001 [ CrossRef ] [ Google Scholar ]
• Valle A., Piñeiro I., Rodríguez S., Regueiro B., Freire C., Rosário P. (2019). Time spent and time management in homework in elementary school students: A person-centered approach. Psicothema 31 422–428. 10.7334/psicothema2019.191 [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Wang M., Lin X. (1986). Research on the revised williams creative aptitude test. Bull. Spec. Educ. 2 231–250. [ Google Scholar ]
• Welch W. W., Walberg H. J., Fraser B. J. (1986). Predicting elementary science learning using national assessment data. J. Res. Sci. Teach. 23 699–706. 10.1002/tea.3660230805 [ CrossRef ] [ Google Scholar ]
• Williams F. E. (1979). Assessing creativity across Williams “CUBE” model. Gifted Child Q. 23 748–756. 10.1177/001698627902300406 [ CrossRef ] [ Google Scholar ]
• Wilson J. L. (2010). The impact of teacher assigned but not graded compared to teacher assigned and graded chemistry homework on the formative and summative chemistry assessment scores of 11th-grade students with varying chemistry potential (Order No. 3423989). Available from proquest dissertations & theses global. (759967221). Available online at: https://www.proquest.com/docview/759967221 (accessed July 18, 2022). [ Google Scholar ]
• Xu J. (2006). Gender and homework management reported by high school students. Educ. Psychol. 26 73–91. 10.1080/01443410500341023 [ CrossRef ] [ Google Scholar ]
• Xu J. (2008). Validation of scores on the homework management scale for high school students. Educ. psychol. Meas. 68 304–324. 10.1177/0013164407301531 [ CrossRef ] [ Google Scholar ]
• Xu J. (2010). Homework purpose scale for high school students: A validation study. Educ. Psychol. Meas. 70 459–476. 10.1177/0013164409344517 [ CrossRef ] [ Google Scholar ]
• Xu J. (2017). Homework expectancy value scale for high school students: Measurement invariance and latent mean differences across gender and grade level. Learn. Individ. Diff. 60 10–17. 10.1016/j.lindif.2017.10.003 [ CrossRef ] [ Google Scholar ]
• Xu J. (2018). Reciprocal effects of homework self-concept, interest, effort, and math achievement. Contemp. Educ. Psychol. 55 42–52. 10.1016/j.cedpsych.2018.09.002 [ CrossRef ] [ Google Scholar ]
• Xu J. (2020). Longitudinal effects of homework expectancy, value, effort, and achievement: An empirical investigation. Int. J. Educ. Res. 99 : 101507 . 10.1016/j.ijer.2019.101507 [ CrossRef ] [ Google Scholar ]
• Xu J. (2021). Math homework purpose scale: Confirming the factor structure with high school students. Psychology in the Schools 58 1518–1530. 10.1002/pits.22507 [ CrossRef ] [ Google Scholar ]
• Xu J., Corno L. (2003). Family help and homework management reported by middle school students. Elem. Sch. J. 103 503–518. 10.1086/499737 [ CrossRef ] [ Google Scholar ]
• Xu J., Du J., Cunha J., Rosrio P. (2021). Student perceptions of homework quality, autonomy support, effort, and math achievement: Testing models of reciprocal effects. Teach. Teach. Educ. 108 : 103508 . 10.1016/j.tate.2021.103508 [ CrossRef ] [ Google Scholar ]
• Xu J., Du J., Liu F., Huang B. (2019). Emotion regulation, homework completion, and math achievement: Testing models of reciprocal effects. Contemp. Educ. Psychol. 59 : 101810 . 10.1016/j.cedpsych.2019.101810 [ CrossRef ] [ Google Scholar ]
• Xu J., Núñez J., Cunha J., Rosário P. (2020). Validation of the online homework distraction scale. Psicothema 32 469–475. 10.7334/psicothema2020.60 [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Xu J., Yuan R., Xu B., Xu M. (2014). Modeling students’ managing time in math homework. Learn. Individ. Differences 34 33–42. 10.1016/j.lindif.2014.05.011 [ CrossRef ] [ Google Scholar ]
• Yang F., Tu M. (2020). Self-regulation of homework behavior: Relating grade, gender, and achievement to homework management. Educ. Psychol. 40 392–408. 10.1080/01443410.2019.1674784 [ CrossRef ] [ Google Scholar ]
• Yang F., Xu J. (2017). Homework expectancy value scale: Measurement invariance and latent mean differences across gender. J. Psychoeduc. Assess. 36 863–868. 10.1177/0734282917714905 [ CrossRef ] [ Google Scholar ]
• Zhai J., Fan H. (2021). “ The changes in primary and middle school students’ homework time in china: A cross-temporal meta-analysis ,” in Paper presented at the meeting of the 23rd national academic conference of psychology , Huhhot. [ Google Scholar ]
• Zheng Y. (2013). Problems and causes of China’s education. Beijing: China CITIC Press, 125. [ Google Scholar ]

The Cult of Homework

America’s devotion to the practice stems in part from the fact that it’s what today’s parents and teachers grew up with themselves.

America has long had a fickle relationship with homework. A century or so ago, progressive reformers argued that it made kids unduly stressed , which later led in some cases to district-level bans on it for all grades under seventh. This anti-homework sentiment faded, though, amid mid-century fears that the U.S. was falling behind the Soviet Union (which led to more homework), only to resurface in the 1960s and ’70s, when a more open culture came to see homework as stifling play and creativity (which led to less). But this didn’t last either: In the ’80s, government researchers blamed America’s schools for its economic troubles and recommended ramping homework up once more.

The 21st century has so far been a homework-heavy era, with American teenagers now averaging about twice as much time spent on homework each day as their predecessors did in the 1990s . Even little kids are asked to bring school home with them. A 2015 study , for instance, found that kindergarteners, who researchers tend to agree shouldn’t have any take-home work, were spending about 25 minutes a night on it.

But not without pushback. As many children, not to mention their parents and teachers, are drained by their daily workload, some schools and districts are rethinking how homework should work—and some teachers are doing away with it entirely. They’re reviewing the research on homework (which, it should be noted, is contested) and concluding that it’s time to revisit the subject.

Read: My daughter’s homework is killing me

Hillsborough, California, an affluent suburb of San Francisco, is one district that has changed its ways. The district, which includes three elementary schools and a middle school, worked with teachers and convened panels of parents in order to come up with a homework policy that would allow students more unscheduled time to spend with their families or to play. In August 2017, it rolled out an updated policy, which emphasized that homework should be “meaningful” and banned due dates that fell on the day after a weekend or a break.

“The first year was a bit bumpy,” says Louann Carlomagno, the district’s superintendent. She says the adjustment was at times hard for the teachers, some of whom had been doing their job in a similar fashion for a quarter of a century. Parents’ expectations were also an issue. Carlomagno says they took some time to “realize that it was okay not to have an hour of homework for a second grader—that was new.”

Most of the way through year two, though, the policy appears to be working more smoothly. “The students do seem to be less stressed based on conversations I’ve had with parents,” Carlomagno says. It also helps that the students performed just as well on the state standardized test last year as they have in the past.

Earlier this year, the district of Somerville, Massachusetts, also rewrote its homework policy, reducing the amount of homework its elementary and middle schoolers may receive. In grades six through eight, for example, homework is capped at an hour a night and can only be assigned two to three nights a week.

Jack Schneider, an education professor at the University of Massachusetts at Lowell whose daughter attends school in Somerville, is generally pleased with the new policy. But, he says, it’s part of a bigger, worrisome pattern. “The origin for this was general parental dissatisfaction, which not surprisingly was coming from a particular demographic,” Schneider says. “Middle-class white parents tend to be more vocal about concerns about homework … They feel entitled enough to voice their opinions.”

Schneider is all for revisiting taken-for-granted practices like homework, but thinks districts need to take care to be inclusive in that process. “I hear approximately zero middle-class white parents talking about how homework done best in grades K through two actually strengthens the connection between home and school for young people and their families,” he says. Because many of these parents already feel connected to their school community, this benefit of homework can seem redundant. “They don’t need it,” Schneider says, “so they’re not advocating for it.”

That doesn’t mean, necessarily, that homework is more vital in low-income districts. In fact, there are different, but just as compelling, reasons it can be burdensome in these communities as well. Allison Wienhold, who teaches high-school Spanish in the small town of Dunkerton, Iowa, has phased out homework assignments over the past three years. Her thinking: Some of her students, she says, have little time for homework because they’re working 30 hours a week or responsible for looking after younger siblings.

As educators reduce or eliminate the homework they assign, it’s worth asking what amount and what kind of homework is best for students. It turns out that there’s some disagreement about this among researchers, who tend to fall in one of two camps.

In the first camp is Harris Cooper, a professor of psychology and neuroscience at Duke University. Cooper conducted a review of the existing research on homework in the mid-2000s , and found that, up to a point, the amount of homework students reported doing correlates with their performance on in-class tests. This correlation, the review found, was stronger for older students than for younger ones.

This conclusion is generally accepted among educators, in part because it’s compatible with “the 10-minute rule,” a rule of thumb popular among teachers suggesting that the proper amount of homework is approximately 10 minutes per night, per grade level—that is, 10 minutes a night for first graders, 20 minutes a night for second graders, and so on, up to two hours a night for high schoolers.

In Cooper’s eyes, homework isn’t overly burdensome for the typical American kid. He points to a 2014 Brookings Institution report that found “little evidence that the homework load has increased for the average student”; onerous amounts of homework, it determined, are indeed out there, but relatively rare. Moreover, the report noted that most parents think their children get the right amount of homework, and that parents who are worried about under-assigning outnumber those who are worried about over-assigning. Cooper says that those latter worries tend to come from a small number of communities with “concerns about being competitive for the most selective colleges and universities.”

According to Alfie Kohn, squarely in camp two, most of the conclusions listed in the previous three paragraphs are questionable. Kohn, the author of The Homework Myth: Why Our Kids Get Too Much of a Bad Thing , considers homework to be a “reliable extinguisher of curiosity,” and has several complaints with the evidence that Cooper and others cite in favor of it. Kohn notes, among other things, that Cooper’s 2006 meta-analysis doesn’t establish causation, and that its central correlation is based on children’s (potentially unreliable) self-reporting of how much time they spend doing homework. (Kohn’s prolific writing on the subject alleges numerous other methodological faults.)

In fact, other correlations make a compelling case that homework doesn’t help. Some countries whose students regularly outperform American kids on standardized tests, such as Japan and Denmark, send their kids home with less schoolwork , while students from some countries with higher homework loads than the U.S., such as Thailand and Greece, fare worse on tests. (Of course, international comparisons can be fraught because so many factors, in education systems and in societies at large, might shape students’ success.)

Kohn also takes issue with the way achievement is commonly assessed. “If all you want is to cram kids’ heads with facts for tomorrow’s tests that they’re going to forget by next week, yeah, if you give them more time and make them do the cramming at night, that could raise the scores,” he says. “But if you’re interested in kids who know how to think or enjoy learning, then homework isn’t merely ineffective, but counterproductive.”

His concern is, in a way, a philosophical one. “The practice of homework assumes that only academic growth matters, to the point that having kids work on that most of the school day isn’t enough,” Kohn says. What about homework’s effect on quality time spent with family? On long-term information retention? On critical-thinking skills? On social development? On success later in life? On happiness? The research is quiet on these questions.

Another problem is that research tends to focus on homework’s quantity rather than its quality, because the former is much easier to measure than the latter. While experts generally agree that the substance of an assignment matters greatly (and that a lot of homework is uninspiring busywork), there isn’t a catchall rule for what’s best—the answer is often specific to a certain curriculum or even an individual student.

Given that homework’s benefits are so narrowly defined (and even then, contested), it’s a bit surprising that assigning so much of it is often a classroom default, and that more isn’t done to make the homework that is assigned more enriching. A number of things are preserving this state of affairs—things that have little to do with whether homework helps students learn.

Jack Schneider, the Massachusetts parent and professor, thinks it’s important to consider the generational inertia of the practice. “The vast majority of parents of public-school students themselves are graduates of the public education system,” he says. “Therefore, their views of what is legitimate have been shaped already by the system that they would ostensibly be critiquing.” In other words, many parents’ own history with homework might lead them to expect the same for their children, and anything less is often taken as an indicator that a school or a teacher isn’t rigorous enough. (This dovetails with—and complicates—the finding that most parents think their children have the right amount of homework.)

Barbara Stengel, an education professor at Vanderbilt University’s Peabody College, brought up two developments in the educational system that might be keeping homework rote and unexciting. The first is the importance placed in the past few decades on standardized testing, which looms over many public-school classroom decisions and frequently discourages teachers from trying out more creative homework assignments. “They could do it, but they’re afraid to do it, because they’re getting pressure every day about test scores,” Stengel says.

Second, she notes that the profession of teaching, with its relatively low wages and lack of autonomy, struggles to attract and support some of the people who might reimagine homework, as well as other aspects of education. “Part of why we get less interesting homework is because some of the people who would really have pushed the limits of that are no longer in teaching,” she says.

“In general, we have no imagination when it comes to homework,” Stengel says. She wishes teachers had the time and resources to remake homework into something that actually engages students. “If we had kids reading—anything, the sports page, anything that they’re able to read—that’s the best single thing. If we had kids going to the zoo, if we had kids going to parks after school, if we had them doing all of those things, their test scores would improve. But they’re not. They’re going home and doing homework that is not expanding what they think about.”

“Exploratory” is one word Mike Simpson used when describing the types of homework he’d like his students to undertake. Simpson is the head of the Stone Independent School, a tiny private high school in Lancaster, Pennsylvania, that opened in 2017. “We were lucky to start a school a year and a half ago,” Simpson says, “so it’s been easy to say we aren’t going to assign worksheets, we aren’t going assign regurgitative problem sets.” For instance, a half-dozen students recently built a 25-foot trebuchet on campus.

Simpson says he thinks it’s a shame that the things students have to do at home are often the least fulfilling parts of schooling: “When our students can’t make the connection between the work they’re doing at 11 o’clock at night on a Tuesday to the way they want their lives to be, I think we begin to lose the plot.”

When I talked with other teachers who did homework makeovers in their classrooms, I heard few regrets. Brandy Young, a second-grade teacher in Joshua, Texas, stopped assigning take-home packets of worksheets three years ago, and instead started asking her students to do 20 minutes of pleasure reading a night. She says she’s pleased with the results, but she’s noticed something funny. “Some kids,” she says, “really do like homework.” She’s started putting out a bucket of it for students to draw from voluntarily—whether because they want an additional challenge or something to pass the time at home.

Chris Bronke, a high-school English teacher in the Chicago suburb of Downers Grove, told me something similar. This school year, he eliminated homework for his class of freshmen, and now mostly lets students study on their own or in small groups during class time. It’s usually up to them what they work on each day, and Bronke has been impressed by how they’ve managed their time.

In fact, some of them willingly spend time on assignments at home, whether because they’re particularly engaged, because they prefer to do some deeper thinking outside school, or because they needed to spend time in class that day preparing for, say, a biology test the following period. “They’re making meaningful decisions about their time that I don’t think education really ever gives students the experience, nor the practice, of doing,” Bronke said.

The typical prescription offered by those overwhelmed with homework is to assign less of it—to subtract. But perhaps a more useful approach, for many classrooms, would be to create homework only when teachers and students believe it’s actually needed to further the learning that takes place in class—to start with nothing, and add as necessary.

Does homework really work?

by: Leslie Crawford | Updated: December 12, 2023

Print article

You know the drill. It’s 10:15 p.m., and the cardboard-and-toothpick Golden Gate Bridge is collapsing. The pages of polynomials have been abandoned. The paper on the Battle of Waterloo seems to have frozen in time with Napoleon lingering eternally over his breakfast at Le Caillou. Then come the tears and tantrums — while we parents wonder, Does the gain merit all this pain? Is this just too much homework?

However the drama unfolds night after night, year after year, most parents hold on to the hope that homework (after soccer games, dinner, flute practice, and, oh yes, that childhood pastime of yore known as playing) advances their children academically.

But what does homework really do for kids? Is the forest’s worth of book reports and math and spelling sheets the average American student completes in their 12 years of primary schooling making a difference? Or is it just busywork?

Homework haterz

Whether or not homework helps, or even hurts, depends on who you ask. If you ask my 12-year-old son, Sam, he’ll say, “Homework doesn’t help anything. It makes kids stressed-out and tired and makes them hate school more.”

Nothing more than common kid bellyaching?

Maybe, but in the fractious field of homework studies, it’s worth noting that Sam’s sentiments nicely synopsize one side of the ivory tower debate. Books like The End of Homework , The Homework Myth , and The Case Against Homework the film Race to Nowhere , and the anguished parent essay “ My Daughter’s Homework is Killing Me ” make the case that homework, by taking away precious family time and putting kids under unneeded pressure, is an ineffective way to help children become better learners and thinkers.

One Canadian couple took their homework apostasy all the way to the Supreme Court of Canada. After arguing that there was no evidence that it improved academic performance, they won a ruling that exempted their two children from all homework.

So what’s the real relationship between homework and academic achievement?

How much is too much?

To answer this question, researchers have been doing their homework on homework, conducting and examining hundreds of studies. Chris Drew Ph.D., founder and editor at The Helpful Professor recently compiled multiple statistics revealing the folly of today’s after-school busy work. Does any of the data he listed below ring true for you?

• 45 percent of parents think homework is too easy for their child, primarily because it is geared to the lowest standard under the Common Core State Standards .

• 74 percent of students say homework is a source of stress , defined as headaches, exhaustion, sleep deprivation, weight loss, and stomach problems.

• Students in high-performing high schools spend an average of 3.1 hours a night on homework , even though 1 to 2 hours is the optimal duration, according to a peer-reviewed study .

Not included in the list above is the fact many kids have to abandon activities they love — like sports and clubs — because homework deprives them of the needed time to enjoy themselves with other pursuits.

Conversely, The Helpful Professor does list a few pros of homework, noting it teaches discipline and time management, and helps parents know what’s being taught in the class.

The oft-bandied rule on homework quantity — 10 minutes a night per grade (starting from between 10 to 20 minutes in first grade) — is listed on the National Education Association’s website and the National Parent Teacher Association’s website , but few schools follow this rule.

Do you think your child is doing excessive homework? Harris Cooper Ph.D., author of a meta-study on homework , recommends talking with the teacher. “Often there is a miscommunication about the goals of homework assignments,” he says. “What appears to be problematic for kids, why they are doing an assignment, can be cleared up with a conversation.” Also, Cooper suggests taking a careful look at how your child is doing the assignments. It may seem like they’re taking two hours, but maybe your child is wandering off frequently to get a snack or getting distracted.

Less is often more

If your child is dutifully doing their work but still burning the midnight oil, it’s worth intervening to make sure your child gets enough sleep. A 2012 study of 535 high school students found that proper sleep may be far more essential to brain and body development.

For elementary school-age children, Cooper’s research at Duke University shows there is no measurable academic advantage to homework. For middle-schoolers, Cooper found there is a direct correlation between homework and achievement if assignments last between one to two hours per night. After two hours, however, achievement doesn’t improve. For high schoolers, Cooper’s research suggests that two hours per night is optimal. If teens have more than two hours of homework a night, their academic success flatlines. But less is not better. The average high school student doing homework outperformed 69 percent of the students in a class with no homework.

Many schools are starting to act on this research. A Florida superintendent abolished homework in her 42,000 student district, replacing it with 20 minutes of nightly reading. She attributed her decision to “ solid research about what works best in improving academic achievement in students .”

More family time

A 2020 survey by Crayola Experience reports 82 percent of children complain they don’t have enough quality time with their parents. Homework deserves much of the blame. “Kids should have a chance to just be kids and do things they enjoy, particularly after spending six hours a day in school,” says Alfie Kohn, author of The Homework Myth . “It’s absurd to insist that children must be engaged in constructive activities right up until their heads hit the pillow.”

By far, the best replacement for homework — for both parents and children — is bonding, relaxing time together.

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Are You Down With or Done With Homework?

• Posted January 17, 2012
• By Lory Hough

The debate over how much schoolwork students should be doing at home has flared again, with one side saying it's too much, the other side saying in our competitive world, it's just not enough.

It was a move that doesn't happen very often in American public schools: The principal got rid of homework.

This past September, Stephanie Brant, principal of Gaithersburg Elementary School in Gaithersburg, Md., decided that instead of teachers sending kids home with math worksheets and spelling flash cards, students would instead go home and read. Every day for 30 minutes, more if they had time or the inclination, with parents or on their own.

"I knew this would be a big shift for my community," she says. But she also strongly believed it was a necessary one. Twenty-first-century learners, especially those in elementary school, need to think critically and understand their own learning — not spend night after night doing rote homework drills.

Brant's move may not be common, but she isn't alone in her questioning. The value of doing schoolwork at home has gone in and out of fashion in the United States among educators, policymakers, the media, and, more recently, parents. As far back as the late 1800s, with the rise of the Progressive Era, doctors such as Joseph Mayer Rice began pushing for a limit on what he called "mechanical homework," saying it caused childhood nervous conditions and eyestrain. Around that time, the then-influential Ladies Home Journal began publishing a series of anti-homework articles, stating that five hours of brain work a day was "the most we should ask of our children," and that homework was an intrusion on family life. In response, states like California passed laws abolishing homework for students under a certain age.

But, as is often the case with education, the tide eventually turned. After the Russians launched the Sputnik satellite in 1957, a space race emerged, and, writes Brian Gill in the journal Theory Into Practice, "The homework problem was reconceived as part of a national crisis; the U.S. was losing the Cold War because Russian children were smarter." Many earlier laws limiting homework were abolished, and the longterm trend toward less homework came to an end.

The debate re-emerged a decade later when parents of the late '60s and '70s argued that children should be free to play and explore — similar anti-homework wellness arguments echoed nearly a century earlier. By the early-1980s, however, the pendulum swung again with the publication of A Nation at Risk , which blamed poor education for a "rising tide of mediocrity." Students needed to work harder, the report said, and one way to do this was more homework.

For the most part, this pro-homework sentiment is still going strong today, in part because of mandatory testing and continued economic concerns about the nation's competitiveness. Many believe that today's students are falling behind their peers in places like Korea and Finland and are paying more attention to Angry Birds than to ancient Babylonia.

But there are also a growing number of Stephanie Brants out there, educators and parents who believe that students are stressed and missing out on valuable family time. Students, they say, particularly younger students who have seen a rise in the amount of take-home work and already put in a six- to nine-hour "work" day, need less, not more homework.

Who is right? Are students not working hard enough or is homework not working for them? Here's where the story gets a little tricky: It depends on whom you ask and what research you're looking at. As Cathy Vatterott, the author of Rethinking Homework , points out, "Homework has generated enough research so that a study can be found to support almost any position, as long as conflicting studies are ignored." Alfie Kohn, author of The Homework Myth and a strong believer in eliminating all homework, writes that, "The fact that there isn't anything close to unanimity among experts belies the widespread assumption that homework helps." At best, he says, homework shows only an association, not a causal relationship, with academic achievement. In other words, it's hard to tease out how homework is really affecting test scores and grades. Did one teacher give better homework than another? Was one teacher more effective in the classroom? Do certain students test better or just try harder?

"It is difficult to separate where the effect of classroom teaching ends," Vatterott writes, "and the effect of homework begins."

Putting research aside, however, much of the current debate over homework is focused less on how homework affects academic achievement and more on time. Parents in particular have been saying that the amount of time children spend in school, especially with afterschool programs, combined with the amount of homework given — as early as kindergarten — is leaving students with little time to run around, eat dinner with their families, or even get enough sleep.

Certainly, for some parents, homework is a way to stay connected to their children's learning. But for others, homework creates a tug-of-war between parents and children, says Liz Goodenough, M.A.T.'71, creator of a documentary called Where Do the Children Play?

"Ideally homework should be about taking something home, spending a few curious and interesting moments in which children might engage with parents, and then getting that project back to school — an organizational triumph," she says. "A nag-free activity could engage family time: Ask a parent about his or her own childhood. Interview siblings."

Instead, as the authors of The Case Against Homework write, "Homework overload is turning many of us into the types of parents we never wanted to be: nags, bribers, and taskmasters."

Leslie Butchko saw it happen a few years ago when her son started sixth grade in the Santa Monica-Malibu (Calif.) United School District. She remembers him getting two to four hours of homework a night, plus weekend and vacation projects. He was overwhelmed and struggled to finish assignments, especially on nights when he also had an extracurricular activity.

"Ultimately, we felt compelled to have Bobby quit karate — he's a black belt — to allow more time for homework," she says. And then, with all of their attention focused on Bobby's homework, she and her husband started sending their youngest to his room so that Bobby could focus. "One day, my younger son gave us 15-minute coupons as a present for us to use to send him to play in the back room. … It was then that we realized there had to be something wrong with the amount of homework we were facing."

Butchko joined forces with another mother who was having similar struggles and ultimately helped get the homework policy in her district changed, limiting homework on weekends and holidays, setting time guidelines for daily homework, and broadening the definition of homework to include projects and studying for tests. As she told the school board at one meeting when the policy was first being discussed, "In closing, I just want to say that I had more free time at Harvard Law School than my son has in middle school, and that is not in the best interests of our children."

One barrier that Butchko had to overcome initially was convincing many teachers and parents that more homework doesn't necessarily equal rigor.

"Most of the parents that were against the homework policy felt that students need a large quantity of homework to prepare them for the rigorous AP classes in high school and to get them into Harvard," she says.

Stephanie Conklin, Ed.M.'06, sees this at Another Course to College, the Boston pilot school where she teaches math. "When a student is not completing [his or her] homework, parents usually are frustrated by this and agree with me that homework is an important part of their child's learning," she says.

As Timothy Jarman, Ed.M.'10, a ninth-grade English teacher at Eugene Ashley High School in Wilmington, N.C., says, "Parents think it is strange when their children are not assigned a substantial amount of homework."

That's because, writes Vatterott, in her chapter, "The Cult(ure) of Homework," the concept of homework "has become so engrained in U.S. culture that the word homework is part of the common vernacular."

These days, nightly homework is a given in American schools, writes Kohn.

"Homework isn't limited to those occasions when it seems appropriate and important. Most teachers and administrators aren't saying, 'It may be useful to do this particular project at home,'" he writes. "Rather, the point of departure seems to be, 'We've decided ahead of time that children will have to do something every night (or several times a week). … This commitment to the idea of homework in the abstract is accepted by the overwhelming majority of schools — public and private, elementary and secondary."

Brant had to confront this when she cut homework at Gaithersburg Elementary.

"A lot of my parents have this idea that homework is part of life. This is what I had to do when I was young," she says, and so, too, will our kids. "So I had to shift their thinking." She did this slowly, first by asking her teachers last year to really think about what they were sending home. And this year, in addition to forming a parent advisory group around the issue, she also holds events to answer questions.

Still, not everyone is convinced that homework as a given is a bad thing. "Any pursuit of excellence, be it in sports, the arts, or academics, requires hard work. That our culture finds it okay for kids to spend hours a day in a sport but not equal time on academics is part of the problem," wrote one pro-homework parent on the blog for the documentary Race to Nowhere , which looks at the stress American students are under. "Homework has always been an issue for parents and children. It is now and it was 20 years ago. I think when people decide to have children that it is their responsibility to educate them," wrote another.

And part of educating them, some believe, is helping them develop skills they will eventually need in adulthood. "Homework can help students develop study skills that will be of value even after they leave school," reads a publication on the U.S. Department of Education website called Homework Tips for Parents. "It can teach them that learning takes place anywhere, not just in the classroom. … It can foster positive character traits such as independence and responsibility. Homework can teach children how to manage time."

Annie Brown, Ed.M.'01, feels this is particularly critical at less affluent schools like the ones she has worked at in Boston, Cambridge, Mass., and Los Angeles as a literacy coach.

"It feels important that my students do homework because they will ultimately be competing for college placement and jobs with students who have done homework and have developed a work ethic," she says. "Also it will get them ready for independently taking responsibility for their learning, which will need to happen for them to go to college."

The problem with this thinking, writes Vatterott, is that homework becomes a way to practice being a worker.

"Which begs the question," she writes. "Is our job as educators to produce learners or workers?"

Slate magazine editor Emily Bazelon, in a piece about homework, says this makes no sense for younger kids.

"Why should we think that practicing homework in first grade will make you better at doing it in middle school?" she writes. "Doesn't the opposite seem equally plausible: that it's counterproductive to ask children to sit down and work at night before they're developmentally ready because you'll just make them tired and cross?"

Kohn writes in the American School Board Journal that this "premature exposure" to practices like homework (and sit-and-listen lessons and tests) "are clearly a bad match for younger children and of questionable value at any age." He calls it BGUTI: Better Get Used to It. "The logic here is that we have to prepare you for the bad things that are going to be done to you later … by doing them to you now."

According to a recent University of Michigan study, daily homework for six- to eight-year-olds increased on average from about 8 minutes in 1981 to 22 minutes in 2003. A review of research by Duke University Professor Harris Cooper found that for elementary school students, "the average correlation between time spent on homework and achievement … hovered around zero."

So should homework be eliminated? Of course not, say many Ed School graduates who are teaching. Not only would students not have time for essays and long projects, but also teachers would not be able to get all students to grade level or to cover critical material, says Brett Pangburn, Ed.M.'06, a sixth-grade English teacher at Excel Academy Charter School in Boston. Still, he says, homework has to be relevant.

"Kids need to practice the skills being taught in class, especially where, like the kids I teach at Excel, they are behind and need to catch up," he says. "Our results at Excel have demonstrated that kids can catch up and view themselves as in control of their academic futures, but this requires hard work, and homework is a part of it."

Ed School Professor Howard Gardner basically agrees.

"America and Americans lurch between too little homework in many of our schools to an excess of homework in our most competitive environments — Li'l Abner vs. Tiger Mother," he says. "Neither approach makes sense. Homework should build on what happens in class, consolidating skills and helping students to answer new questions."

So how can schools come to a happy medium, a way that allows teachers to cover everything they need while not overwhelming students? Conklin says she often gives online math assignments that act as labs and students have two or three days to complete them, including some in-class time. Students at Pangburn's school have a 50-minute silent period during regular school hours where homework can be started, and where teachers pull individual or small groups of students aside for tutoring, often on that night's homework. Afterschool homework clubs can help.

Some schools and districts have adapted time limits rather than nix homework completely, with the 10-minute per grade rule being the standard — 10 minutes a night for first-graders, 30 minutes for third-graders, and so on. (This remedy, however, is often met with mixed results since not all students work at the same pace.) Other schools offer an extended day that allows teachers to cover more material in school, in turn requiring fewer take-home assignments. And for others, like Stephanie Brant's elementary school in Maryland, more reading with a few targeted project assignments has been the answer.

"The routine of reading is so much more important than the routine of homework," she says. "Let's have kids reflect. You can still have the routine and you can still have your workspace, but now it's for reading. I often say to parents, if we can put a man on the moon, we can put a man or woman on Mars and that person is now a second-grader. We don't know what skills that person will need. At the end of the day, we have to feel confident that we're giving them something they can use on Mars."

Read a January 2014 update.

Homework Policy Still Going Strong

Ed. Magazine

The magazine of the Harvard Graduate School of Education

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Is Homework Good for Kids?

Research suggests that homework may be most beneficial when it is minimal..

Updated October 3, 2023 | Reviewed by Devon Frye

• Why Education Is Important
• Find a Child Therapist
• Research finds that homework can academically benefit middle and high schoolers, but not elementary students.
• There are non-academic benefits to homework, but too much work may interfere with other areas of development.
• Research suggests students should be given about 10 minutes of homework per grade level.
• Parents can help with homework by encouraging a growth mindset and supporting their child's autonomy.

In recent years, homework has become a very hot topic. Many parents and educators have raised concerns about homework and questioned how effective it is in enhancing students’ learning. There are also concerns that students may simply be getting too much homework, which ultimately interferes with quality family time and opportunities for physical activity and play.

Research suggests that these concerns may be valid. For example, one study reported that elementary school students, on average, are assigned three times the recommended amount of homework.

What does the research say? What are the potential risks and benefits of homework, and how much is “too much”?

Academic vs. Non-Academic Benefits

First, research finds that homework is associated with higher scores on academic standardized tests for middle and high school students, but not elementary school students . A recent experimental study in Romania found some benefits for a small amount of writing homework in elementary students but not math homework. Yet, interestingly, this positive impact only occurred when students were given a moderate amount of homework (about 20 minutes on average).

Yet the goal of homework is not simply to improve academic skills. Research finds that homework may have some non-academic benefits, such as building responsibility , time management skills, and task persistence . Homework may also increase parents’ involvement in their children’s schooling.

Yet too much homework may also have some negative impacts on non-academic skills by reducing opportunities for free play , which is essential for the development of language, cognitive, self-regulation , and social-emotional skills. Homework may also interfere with physical activity ; indeed, too much homework is associated with an increased risk of being overweight . As with the research on academic benefits, this research also suggests that homework may be beneficial when it is minimal.

What is the “Right” Amount of Homework?

Research suggests that homework should not exceed 1.5 to 2.5 hours per night for high school students and no more than 1 hour per night for middle school students. Homework for elementary school students should be minimal and assigned with the aim of building self-regulation and independent work skills. Any more than this and homework may no longer have a positive impact.

The National Education Association recommends 10 minutes of homework per grade and there is also some experimental evidence that backs this up.

What Can Parents Do?

Research finds that parental help with homework is beneficial but that it matters more how the parent is helping rather than how often the parent is helping.

So how should parents help with homework (according to the research)?

• Focus on providing general monitoring, guidance, and encouragement, but allow children to complete their homework as independently as possible. Research shows that allowing children more autonomy in completing homework may benefit their academic skills.
• Only provide help when your child asks for it and step away whenever possible. Research finds that too much parental involvement or intrusive and controlling involvement with homework is associated with worse academic performance .
• Help your children to create structure and develop some routines that help your child to independently complete their homework. Research finds that providing this type of structure and responsiveness is related to improved academic skills.
• Set specific rules around homework. Research finds an association between parents setting rules around homework and academic performance.
• Help your child to view homework as an opportunity to learn and improve skills. Parents who view homework as a learning opportunity (that is, a “mastery orientation”) rather than something that they must get “right” or complete successfully to obtain a higher grade (that is, a “performance orientation”) are more likely to have children with the same attitudes.
• Encourage your child to persist in challenging assignments and emphasize difficult assignments as opportunities to grow. Research finds that this attitude is associated with student success. Research also indicates that more challenging homework is associated with enhanced academic performance.
• Stay calm and positive during homework. Research shows that mothers’ showing positive emotions while helping with homework may improve children’s motivation in homework.
• Praise your child’s hard work and effort during homework. This type of praise is likely to increase motivation. In addition, research finds that putting more effort into homework may be associated with enhanced development of conscientiousness in children.
• Communicate with your child and the teacher about any problems your child has with homework and the teacher’s learning goals. Research finds that open communication about homework is associated with increased academic performance.

Cara Goodwin, Ph.D., is a licensed clinical psychologist who specializes in translating scientific research into information that is useful, accurate, and relevant for parents.

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At any moment, someone’s aggravating behavior or our own bad luck can set us off on an emotional spiral that threatens to derail our entire day. Here’s how we can face our triggers with less reactivity so that we can get on with our lives.

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• Vol. 19, No. 1

The Case for (Quality) Homework

Janine Bempechat

Any parent who has battled with a child over homework night after night has to wonder: Do those math worksheets and book reports really make a difference to a student’s long-term success? Or is homework just a headache—another distraction from family time and downtime, already diminished by the likes of music and dance lessons, sports practices, and part-time jobs?

Allison, a mother of two middle-school girls from an affluent Boston suburb, describes a frenetic afterschool scenario: “My girls do gymnastics a few days a week, so homework happens for my 6th grader after gymnastics, at 6:30 p.m. She doesn’t get to bed until 9. My 8th grader does her homework immediately after school, up until gymnastics. She eats dinner at 9:15 and then goes to bed, unless there is more homework to do, in which case she’ll get to bed around 10.” The girls miss out on sleep, and weeknight family dinners are tough to swing.

Parental concerns about their children’s homework loads are nothing new. Debates over the merits of homework—tasks that teachers ask students to complete during non-instructional time—have ebbed and flowed since the late 19th century, and today its value is again being scrutinized and weighed against possible negative impacts on family life and children’s well-being.

Are American students overburdened with homework? In some middle-class and affluent communities, where pressure on students to achieve can be fierce, yes. But in families of limited means, it’s often another story. Many low-income parents value homework as an important connection to the school and the curriculum—even as their children report receiving little homework. Overall, high-school students relate that they spend less than one hour per day on homework, on average, and only 42 percent say they do it five days per week. In one recent survey by the National Assessment of Educational Progress (NAEP), a minimal 13 percent of 17-year-olds said they had devoted more than two hours to homework the previous evening (see Figure 1).

Recent years have seen an increase in the amount of homework assigned to students in grades K–2, and critics point to research findings that, at the elementary-school level, homework does not appear to enhance children’s learning. Why, then, should we burden young children and their families with homework if there is no academic benefit to doing it? Indeed, perhaps it would be best, as some propose, to eliminate homework altogether, particularly in these early grades.

On the contrary, developmentally appropriate homework plays a critical role in the formation of positive learning beliefs and behaviors, including a belief in one’s academic ability, a deliberative and effortful approach to mastery, and higher expectations and aspirations for one’s future. It can prepare children to confront ever-more-complex tasks, develop resilience in the face of difficulty, and learn to embrace rather than shy away from challenge. In short, homework is a key vehicle through which we can help shape children into mature learners.

The Homework-Achievement Connection

A narrow focus on whether or not homework boosts grades and test scores in the short run thus ignores a broader purpose in education, the development of lifelong, confident learners. Still, the question looms: does homework enhance academic success? As the educational psychologist Lyn Corno wrote more than two decades ago, “homework is a complicated thing.” Most research on the homework-achievement connection is correlational, which precludes a definitive judgment on its academic benefits. Researchers rely on correlational research in this area of study given the difficulties of randomly assigning students to homework/no-homework conditions. While correlation does not imply causality, extensive research has established that at the middle- and high-school levels, homework completion is strongly and positively associated with high achievement. Very few studies have reported a negative correlation.

As noted above, findings on the homework-achievement connection at the elementary level are mixed. A small number of experimental studies have demonstrated that elementary-school students who receive homework achieve at higher levels than those who do not. These findings suggest a causal relationship, but they are limited in scope. Within the body of correlational research, some studies report a positive homework-achievement connection, some a negative relationship, and yet others show no relationship at all. Why the mixed findings? Researchers point to a number of possible factors, such as developmental issues related to how young children learn, different goals that teachers have for younger as compared to older students, and how researchers define homework.

Certainly, young children are still developing skills that enable them to focus on the material at hand and study efficiently. Teachers’ goals for their students are also quite different in elementary school as compared to secondary school. While teachers at both levels note the value of homework for reinforcing classroom content, those in the earlier grades are more likely to assign homework mainly to foster skills such as responsibility, perseverance, and the ability to manage distractions.

Most research examines homework generally. Might a focus on homework in a specific subject shed more light on the homework-achievement connection? A recent meta-analysis did just this by examining the relationship between math/science homework and achievement. Contrary to previous findings, researchers reported a stronger relationship between homework and achievement in the elementary grades than in middle school. As the study authors note, one explanation for this finding could be that in elementary school, teachers tend to assign more homework in math than in other subjects, while at the same time assigning shorter math tasks more frequently. In addition, the authors point out that parents tend to be more involved in younger children’s math homework and more skilled in elementary-level than middle-school math.

In sum, the relationship between homework and academic achievement in the elementary-school years is not yet established, but eliminating homework at this level would do children and their families a huge disservice: we know that children’s learning beliefs have a powerful impact on their academic outcomes, and that through homework, parents and teachers can have a profound influence on the development of positive beliefs.

How Much Is Appropriate?

Harris M. Cooper of Duke University, the leading researcher on homework, has examined decades of study on what we know about the relationship between homework and scholastic achievement. He has proposed the “10-minute rule,” suggesting that daily homework be limited to 10 minutes per grade level. Thus, a 1st grader would do 10 minutes each day and a 4th grader, 40 minutes. The National Parent Teacher Association and the National Education Association both endorse this guideline, but it is not clear whether the recommended allotments include time for reading, which most teachers want children to do daily.

For middle-school students, Cooper and colleagues report that 90 minutes per day of homework is optimal for enhancing academic achievement, and for high schoolers, the ideal range is 90 minutes to two and a half hours per day. Beyond this threshold, more homework does not contribute to learning. For students enrolled in demanding Advanced Placement or honors courses, however, homework is likely to require significantly more time, leading to concerns over students’ health and well-being.

Notwithstanding media reports of parents revolting against the practice of homework, the vast majority of parents say they are highly satisfied with their children’s homework loads. The National Household Education Surveys Program recently found that between 70 and 83 percent of parents believed that the amount of homework their children had was “about right,” a result that held true regardless of social class, race/ethnicity, community size, level of education, and whether English was spoken at home.

Learning Beliefs Are Consequential

As noted above, developmentally appropriate homework can help children cultivate positive beliefs about learning. Decades of research have established that these beliefs predict the types of tasks students choose to pursue, their persistence in the face of challenge, and their academic achievement. Broadly, learning beliefs fall under the banner of achievement motivation, which is a constellation of cognitive, behavioral, and affective factors, including: the way a person perceives his or her abilities, goal-setting skills, expectation of success, the value the individual places on learning, and self-regulating behavior such as time-management skills. Positive or adaptive beliefs about learning serve as emotional and psychological protective factors for children, especially when they encounter difficulties or failure.

Motivation researcher Carol Dweck of Stanford University posits that children with a “growth mindset”—those who believe that ability is malleable—approach learning very differently than those with a “fixed mindset”—kids who believe ability cannot change. Those with a growth mindset view effort as the key to mastery. They see mistakes as helpful, persist even in the face of failure, prefer challenging over easy tasks, and do better in school than their peers who have a fixed mindset. In contrast, children with a fixed mindset view effort and mistakes as implicit condemnations of their abilities. Such children succumb easily to learned helplessness in the face of difficulty, and they gravitate toward tasks they know they can handle rather than more challenging ones.

Of course, learning beliefs do not develop in a vacuum. Studies have demonstrated that parents and teachers play a significant role in the development of positive beliefs and behaviors, and that homework is a key tool they can use to foster motivation and academic achievement.

Parents’ Beliefs and Actions Matter

It is well established that parental involvement in their children’s education promotes achievement motivation and success in school. Parents are their children’s first teachers, and their achievement-related beliefs have a profound influence on children’s developing perceptions of their own abilities, as well as their views on the value of learning and education.

Parents affect their children’s learning through the messages they send about education, whether by expressing interest in school activities and experiences, attending school events, helping with homework when they can, or exposing children to intellectually enriching experiences. Most parents view such engagement as part and parcel of their role. They also believe that doing homework fosters responsibility and organizational skills, and that doing well on homework tasks contributes to learning, even if children experience frustration from time to time.

Many parents provide support by establishing homework routines, eliminating distractions, communicating expectations, helping children manage their time, providing reassuring messages, and encouraging kids to be aware of the conditions under which they do their best work. These supports help foster the development of self-regulation, which is critical to school success.

Self-regulation involves a number of skills, such as the ability to monitor one’s performance and adjust strategies as a result of feedback; to evaluate one’s interests and realistically perceive one’s aptitude; and to work on a task autonomously. It also means learning how to structure one’s environment so that it’s conducive to learning, by, for example, minimizing distractions. As children move into higher grades, these skills and strategies help them organize, plan, and learn independently. This is precisely where parents make a demonstrable difference in students’ attitudes and approaches to homework.

Especially in the early grades, homework gives parents the opportunity to cultivate beliefs and behaviors that foster efficient study skills and academic resilience. Indeed, across age groups, there is a strong and positive relationship between homework completion and a variety of self-regulatory processes. However, the quality of parental help matters. Sometimes, well-intentioned parents can unwittingly undermine the development of children’s positive learning beliefs and their achievement. Parents who maintain a positive outlook on homework and allow their children room to learn and struggle on their own, stepping in judiciously with informational feedback and hints, do their children a much better service than those who seek to control the learning process.

A recent study of 5th and 6th graders’ perceptions of their parents’ involvement with homework distinguished between supportive and intrusive help. The former included the belief that parents encouraged the children to try to find the right answer on their own before providing them with assistance, and when the child struggled, attempted to understand the source of the confusion. In contrast, the latter included the perception that parents provided unsolicited help, interfered when the children did their homework, and told them how to complete their assignments. Supportive help predicted higher achievement, while intrusive help was associated with lower achievement.

Parents’ attitudes and emotions during homework time can support the development of positive attitudes and approaches in their children, which in turn are predictive of higher achievement. Children are more likely to focus on self-improvement during homework time and do better in school when their parents are oriented toward mastery. In contrast, if parents focus on how well children are doing relative to peers, kids tend to adopt learning goals that allow them to avoid challenge.

Homework and Social Class

Social class is another important element in the homework dynamic. What is the homework experience like for families with limited time and resources? And what of affluent families, where resources are plenty but the pressures to succeed are great?

Etta Kralovec and John Buell, authors of The End of Homework, maintain that homework “punishes the poor,” because lower-income parents may not be as well educated as their affluent counterparts and thus not as well equipped to help with homework. Poorer families also have fewer financial resources to devote to home computers, tutoring, and academic enrichment. The stresses of poverty—and work schedules—may impinge, and immigrant parents may face language barriers and an unfamiliarity with the school system and teachers’ expectations.

Yet research shows that low-income parents who are unable to assist with homework are far from passive in their children’s learning, and they do help foster scholastic performance. In fact, parental help with homework is not a necessary component for school success.

Brown University’s Jin Li queried low-income Chinese American 9th graders’ perceptions of their parents’ engagement with their education. Students said their immigrant parents rarely engaged in activities that are known to foster academic achievement, such as monitoring homework, checking it for accuracy, or attending school meetings or events. Instead, parents of higher achievers built three social networks to support their children’s learning. They designated “anchor” helpers both inside and outside the family who provided assistance; identified peer models for their children to emulate; and enlisted the assistance of extended kin to guide their children’s educational socialization. In a related vein, a recent analysis of survey data showed that Asian and Latino 5th graders, relative to native-born peers, were more likely to turn to siblings than parents for homework help.

Further, research demonstrates that low-income parents, recognizing that they lack the time to be in the classroom or participate in school governance, view homework as a critical connection to their children’s experiences in school. One study found that mothers enjoyed the routine and predictability of homework and used it as a way to demonstrate to children how to plan their time. Mothers organized homework as a family activity, with siblings doing homework together and older children reading to younger ones. In this way, homework was perceived as a collective practice wherein siblings could model effective habits and learn from one another.

In another recent study, researchers examined mathematics achievement in low-income 8th-grade Asian and Latino students. Help with homework was an advantage their mothers could not provide. They could, however, furnish structure (for example, by setting aside quiet time for homework completion), and it was this structure that most predicted high achievement. As the authors note, “It is . . . important to help [low-income] parents realize that they can still help their children get good grades in mathematics and succeed in school even if they do not know how to provide direct assistance with their child’s mathematics homework.”

The homework narrative at the other end of the socioeconomic continuum is altogether different. Media reports abound with examples of students, mostly in high school, carrying three or more hours of homework per night, a burden that can impair learning, motivation, and well-being. In affluent communities, students often experience intense pressure to cultivate a high-achieving profile that will be attractive to elite colleges. Heavy homework loads have been linked to unhealthy symptoms such as heightened stress, anxiety, physical complaints, and sleep disturbances. Like Allison’s 6th grader mentioned earlier, many students can only tackle their homework after they do extracurricular activities, which are also seen as essential for the college résumé. Not surprisingly, many students in these communities are not deeply engaged in learning; rather, they speak of “doing school,” as Stanford researcher Denise Pope has described, going through the motions necessary to excel, and undermining their physical and mental health in the process.

Fortunately, some national intervention initiatives, such as Challenge Success (co-founded by Pope), are heightening awareness of these problems. Interventions aimed at restoring balance in students’ lives (in part, by reducing homework demands) have resulted in students reporting an increased sense of well-being, decreased stress and anxiety, and perceptions of greater support from teachers, with no decrease in achievement outcomes.

What is good for this small segment of students, however, is not necessarily good for the majority. As Jessica Lahey wrote in Motherlode, a New York Times parenting blog, “homework is a red herring” in the national conversation on education. “Some otherwise privileged children may have too much, but the real issue lies in places where there is too little. . . . We shouldn’t forget that.”

My colleagues and I analyzed interviews conducted with lower-income 9th graders (African American, Mexican American, and European American) from two Northern California high schools that at the time were among the lowest-achieving schools in the state. We found that these students consistently described receiving minimal homework—perhaps one or two worksheets or textbook pages, the occasional project, and 30 minutes of reading per night. Math was the only class in which they reported having homework each night. These students noted few consequences for not completing their homework.

Indeed, greatly reducing or eliminating homework would likely increase, not diminish, the achievement gap. As Harris M. Cooper has commented, those choosing to opt their children out of homework are operating from a place of advantage. Children in higher-income families benefit from many privileges, including exposure to a larger range of language at home that may align with the language of school, access to learning and cultural experiences, and many other forms of enrichment, such as tutoring and academic summer camps, all of which may be cost-prohibitive for lower-income families. But for the 21 percent of the school-age population who live in poverty—nearly 11 million students ages 5–17—homework is one tool that can help narrow the achievement gap.

Community and School Support

Often, community organizations and afterschool programs can step up to provide structure and services that students’ need to succeed at homework. For example, Boys and Girls and 4-H clubs offer volunteer tutors as well as access to computer technology that students may not have at home. Many schools provide homework clubs or integrate homework into the afterschool program.

Home-school partnerships have succeeded in engaging parents with homework and significantly improving their children’s academic achievement. For example, Joyce Epstein of Johns Hopkins University has developed the TIPS model (Teachers Involve Parents in Schoolwork), which embraces homework as an integral part of family time. TIPS is a teacher-designed interactive program in which children and a parent or family member each have a specific role in the homework scenario. For example, children might show the parent how to do a mathematics task on fractions, explaining their reasoning along the way and reviewing their thinking aloud if they are unsure.

Evaluations show that elementary and middle-school students in classrooms that have adopted TIPS complete more of their homework than do students in other classrooms. Both students and parent participants show more positive beliefs about learning mathematics, and TIPS students show significant gains in writing skills and report-card science grades, as well as higher mathematics scores on standardized tests.

Another study found that asking teachers to send text messages to parents about their children’s missing homework resulted in increased parental monitoring of homework, consequences for missed assignments, and greater participation in parent-child conferences. Teachers reported fewer missed assignments and greater student effort in coursework, and math grades and GPA significantly improved.

Homework Quality Matters

Teachers favor homework for a number of reasons. They believe it fosters a sense of responsibility and promotes academic achievement. They note that homework provides valuable review and practice for students while giving teachers feedback on areas where students may need more support. Finally, teachers value homework as a way to keep parents connected to the school and their children’s educational experiences.

While students, to say the least, may not always relish the idea of doing homework, by high school most come to believe there is a positive relationship between doing homework and doing well in school. Both higher and lower achievers lament “busywork” that doesn’t promote learning. They crave high-quality, challenging assignments—and it is this kind of homework that has been associated with higher achievement.

What constitutes high-quality homework? Assignments that are developmentally appropriate and meaningful and that promote self-efficacy and self-regulation. Meaningful homework is authentic, allowing students to engage in solving problems with real-world relevance. More specifically, homework tasks should make efficient use of student time and have a clear purpose connected to what they are learning. An artistic rendition of a period in history that would take hours to complete can become instead a diary entry in the voice of an individual from that era. By allowing a measure of choice and autonomy in homework, teachers foster in their students a sense of ownership, which bolsters their investment in the work.

High-quality homework also fosters students’ perceptions of their own competence by 1) focusing them on tasks they can accomplish without help; 2) differentiating tasks so as to allow struggling students to experience success; 3) providing suggested time frames rather than a fixed period of time in which a task should be completed; 4) delivering clearly and carefully explained directions; and 5) carefully modeling methods for attacking lengthy or complex tasks. Students whose teachers have trained them to adopt strategies such as goal setting, self-monitoring, and planning develop a number of personal assets—improved time management, increased self-efficacy, greater effort and interest, a desire for mastery, and a decrease in helplessness.

Excellence with Equity

Currently, the United States has the second-highest disparity between time spent on homework by students of low socioeconomic status and time spent by their more-affluent peers out of the 34 OECD-member nations participating in the 2012 Program for International Student Assessment (PISA) (see Figure 2). Noting that PISA studies have consistently found that spending more time on math homework strongly correlates with higher academic achievement, the report’s authors suggest that the homework disparity may reflect lower teacher expectations for low-income students. If so, this is truly unfortunate. In and of itself, low socioeconomic status is not an impediment to academic achievement when appropriate parental, school, and community supports are deployed. As research makes clear, low-income parents support their children’s learning in varied ways, not all of which involve direct assistance with schoolwork. Teachers can orient students and parents toward beliefs that foster positive attitudes toward learning. Indeed, where homework is concerned, a commitment to excellence with equity is both worthwhile and attainable.

In affluent communities, parents, teachers, and school districts might consider reexamining the meaning of academic excellence and placing more emphasis on leading a balanced and well-rounded life. The homework debate in the United States has been dominated by concerns over the health and well-being of such advantaged students. As legitimate as these worries are, it’s important to avoid generalizing these children’s experiences to those with fewer family resources. Reducing or eliminating homework, though it may be desirable in some advantaged communities, would deprive poorer children of a crucial and empowering learning experience. It would also eradicate a fertile opportunity to help close the achievement gap.

Janine Bempechat is clinical professor of human development at the Boston University Wheelock College of Education and Human Development.

An unabridged version of this article is available here .

For more, please see “ The Top 20 Education Next Articles of 2023 .”

This article appeared in the Winter 2019 issue of Education Next . Suggested citation format:

Bempechat, J. (2019). The Case for (Quality) Homework: Why it improves learning, and how parents can help . Education Next, 19 (1), 36-43.

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In the News: What’s the Right Amount of Homework? Many Students Get Too Little, Brief Argues

by Education Next

In the News: Down With Homework, Say U.S. School Districts

In the News: Does Homework Really Help Students Learn?

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How important is homework, and how much should parents help?

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A version of this post was  originally published  by Parenting Translator. Sign up for  the newsletter  and follow Parenting Translator  on Instagram .

In recent years, homework has become a very hot topic . Many parents and educators have raised concerns about homework and questioned how effective it is in enhancing students’ learning. There are also concerns that students may be getting too much homework, which ultimately interferes with quality family time and opportunities for physical activity and play . Research suggests that these concerns may be valid. For example, one study reported that elementary school students, on average, are assigned three times  the recommended amount of homework.

So what does the research say? What are the potential risks and benefits of homework, and how much is too much?

Academic benefits

First, research finds that homework is associated with higher scores on academic standardized tests for middle and high school students, but not elementary school students . A recent experimental study in Romania found some benefit for a small amount of writing homework in elementary students but not math homework. Yet, interestingly, this positive impact only occurred when students were given a moderate amount of homework (about 20 minutes on average).

Non-academic benefits

The goal of homework is not simply to improve academic skills. Research finds that homework may have some non-academic benefits, such as building responsibility , time management skills, and task persistence . Homework may also increase parents’ involvement in their children’s schooling. Yet, too much homework may also have some negative impacts on non-academic skills by reducing opportunities for free play , which is essential for the development of language, cognitive, self-regulation and social-emotional skills. Homework may also interfere with physical activity and too much homework is associated with an increased risk for being overweight . As with the research on academic benefits, this research also suggests that homework may be beneficial when it is minimal.

What is the “right” amount of homework?

Research suggests that homework should not exceed 1.5 to 2.5 hours per night for high school students and no more than one hour per night for middle school students. Homework for elementary school students should be minimal and assigned with the aim of building self-regulation and independent work skills. Any more than this and homework may no longer have a positive impact. 

The National Education Association recommends 10 minutes of homework per grade and there is also some experimental evidence that backs this up.

Overall translation

Research finds that homework provides some academic benefit for middle and high school students but is less beneficial for elementary school students. Research suggests that homework should be none or minimal for elementary students, less than one hour per night for middle school students, and less than 1.5 to 2.5 hours for high school students. 

What can parents do?

Research finds that parental help with homework is beneficial but that it matters more how the parent is helping rather than  how often  the parent is helping.

So how should parents help with homework, according to the research? 

• Focus on providing general monitoring, guidance and encouragement, but allow children to generate answers on their own and complete their homework as independently as possible . Specifically, be present while they are completing homework to help them to understand the directions, be available to answer simple questions, or praise and acknowledge their effort and hard work. Research shows that allowing children more autonomy in completing homework may benefit their academic skills.
• Only provide help when your child asks for it and step away whenever possible. Research finds that too much parental involvement or intrusive and controlling involvement with homework is associated with worse academic performance . 
• Help your children to create structure and develop some routines that help your child to independently complete their homework . Have a regular time and place for homework that is free from distractions and has all of the materials they need within arm’s reach. Help your child to create a checklist for homework tasks. Create rules for homework with your child. Help children to develop strategies for increasing their own self-motivation. For example, developing their own reward system or creating a homework schedule with breaks for fun activities. Research finds that providing this type of structure and responsiveness is related to improved academic skills.
• Set specific rules around homework. Research finds an association between parents setting rules around homework and academic performance. 
• Help your child to view homework as an opportunity to learn and improve skills. Parents who view homework as a learning opportunity (that is, a “mastery orientation”) rather than something that they must get “right” or complete successfully to obtain a higher grade (that is, a “performance orientation”) are more likely to have children with the same attitudes. 
• Encourage your child to persist in challenging assignments and emphasize difficult assignments as opportunities to grow . Research finds that this attitude is associated with student success. Research also indicates that more challenging homework is associated with enhanced academic performance.
• Stay calm and positive during homework. Research shows that mothers showing positive emotions while helping with homework may improve children’s motivation in homework.
• Praise your child’s hard work and effort during homework.   This type of praise is likely to increase motivation. In addition, research finds that putting more effort into homework may be associated with enhanced development of conscientiousness in children.
• Communicate with your child and the teacher about any problems your child has with homework and the teacher’s learning goals. Research finds that open communication about homework is associated with increased academic performance.

Cara Goodwin, PhD, is a licensed psychologist, a mother of three and the founder of  Parenting Translator , a nonprofit newsletter that turns scientific research into information that is accurate, relevant and useful for parents.

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Education scholar Denise Pope has found that too much homework has negative effects on student well-being and behavioral engagement. (Image credit: L.A. Cicero)

A Stanford researcher found that too much homework can negatively affect kids, especially their lives away from school, where family, friends and activities matter.

“Our findings on the effects of homework challenge the traditional assumption that homework is inherently good,” wrote Denise Pope , a senior lecturer at the Stanford Graduate School of Education and a co-author of a study published in the Journal of Experimental Education .

The researchers used survey data to examine perceptions about homework, student well-being and behavioral engagement in a sample of 4,317 students from 10 high-performing high schools in upper-middle-class California communities. Along with the survey data, Pope and her colleagues used open-ended answers to explore the students’ views on homework.

Median household income exceeded $90,000 in these communities, and 93 percent of the students went on to college, either two-year or four-year.

Students in these schools average about 3.1 hours of homework each night.

“The findings address how current homework practices in privileged, high-performing schools sustain students’ advantage in competitive climates yet hinder learning, full engagement and well-being,” Pope wrote.

Pope and her colleagues found that too much homework can diminish its effectiveness and even be counterproductive. They cite prior research indicating that homework benefits plateau at about two hours per night, and that 90 minutes to two and a half hours is optimal for high school.

Their study found that too much homework is associated with:

* Greater stress: 56 percent of the students considered homework a primary source of stress, according to the survey data. Forty-three percent viewed tests as a primary stressor, while 33 percent put the pressure to get good grades in that category. Less than 1 percent of the students said homework was not a stressor.

* Reductions in health: In their open-ended answers, many students said their homework load led to sleep deprivation and other health problems. The researchers asked students whether they experienced health issues such as headaches, exhaustion, sleep deprivation, weight loss and stomach problems.

* Less time for friends, family and extracurricular pursuits: Both the survey data and student responses indicate that spending too much time on homework meant that students were “not meeting their developmental needs or cultivating other critical life skills,” according to the researchers. Students were more likely to drop activities, not see friends or family, and not pursue hobbies they enjoy.

A balancing act

The results offer empirical evidence that many students struggle to find balance between homework, extracurricular activities and social time, the researchers said. Many students felt forced or obligated to choose homework over developing other talents or skills.

Also, there was no relationship between the time spent on homework and how much the student enjoyed it. The research quoted students as saying they often do homework they see as “pointless” or “mindless” in order to keep their grades up.

“This kind of busy work, by its very nature, discourages learning and instead promotes doing homework simply to get points,” Pope said.

She said the research calls into question the value of assigning large amounts of homework in high-performing schools. Homework should not be simply assigned as a routine practice, she said.

“Rather, any homework assigned should have a purpose and benefit, and it should be designed to cultivate learning and development,” wrote Pope.

High-performing paradox

In places where students attend high-performing schools, too much homework can reduce their time to foster skills in the area of personal responsibility, the researchers concluded. “Young people are spending more time alone,” they wrote, “which means less time for family and fewer opportunities to engage in their communities.”

Student perspectives

The researchers say that while their open-ended or “self-reporting” methodology to gauge student concerns about homework may have limitations – some might regard it as an opportunity for “typical adolescent complaining” – it was important to learn firsthand what the students believe.

The paper was co-authored by Mollie Galloway from Lewis and Clark College and Jerusha Conner from Villanova University.

Media Contacts

Denise Pope, Stanford Graduate School of Education: (650) 725-7412, [email protected] Clifton B. Parker, Stanford News Service: (650) 725-0224, [email protected]

Research into the Importance of Homework

Author: Bethany Spencer

Posted: 15 May 2017

Estimated time to read: 10 mins

Homework as a concept has been around for hundreds of years, and today is considered the norm for modern schools. At secondary level, schools set regular homework via a whole-school homework policy. This can take many forms and is sometimes given a different name like 'home learning' or 'Independent study', but the concept of completing work outside of the classroom remains the same.

The setting of homework is regarded highly by many with Epstein‭ ‬&‭ ‬Van Voorhis stating that it not only reflects on the success of the student‭, ‬but also the success of the school‭ (‬2001‭). ‬In spite of this‭, ‬attitudes towards homework are constantly changing‭, ‬culminating in‭ ‬the age old homework debate. ‬

The Homework Debate

Attitudes towards the value and purpose of homework are usually reflective of the current societal stance and general sentiment towards education‭. ‬For example‭,‬‭ ‬in the 20th century the mind was seen as a muscle that would benefit from memorisation‭, and since this could be done at home‭, ‬homework was perceived as valuable‭. ‬However‭, ‬come the 1940s‭ ‬where emphasis shifted from drills to problem solving‭, ‬people started to view homework negatively‭ (‬Cooper‭, ‬1989‭).

Yet, fast forward to 1957, the year Russia launched Sputnik‭, and ‬society became concerned that students were not ready for the advanced technologies that were creeping into modern life, leading many to start favouring homework again‭.

‬Although,‭ ‬reflective of the attitudes in the 1960s, homework fell out of favour with the belief that it put too much pressure on students‭ (‬Cooper‭, ‬1989‭). ‬This is why we find ourselves encased in a spiral of ever changing attitudes towards homework which looks set to continue.

We believe that homework plays an important role in both a student’s education and the performance of the school‭. ‬Here we look at academic research‭, ‬but also take into account the opinion of leading educators who give weight to the stance that homework serves a purpose that penetrates far deeper than improving a student’s general understanding of a subject‭.‬

The Wider Purpose of Homework 

The purpose of homework can be grouped into ten strands as stated by Epstein‭ ‬&‭ ‬Van Voorhis‭ (‬1988‭, ‬2001‭, ‬p.181‭) ‬‘practice‭, ‬participation‭, ‬preparation‭, ‬personal development‭, ‬parent-child relations‭, ‬parent-teacher communication‭, ‬peer interactions‭, ‬policy‭, ‬public relations and punishment‭.‬’‭ ‬ This suggests that homework affects more areas than just a student’s academic ability‭. ‬

However‭, ‬when we look at the research that focuses on the link between homework and academic achievement we see that homework does in fact have a positive impact on students’‭ ‬ grades‭ . ‬Sharp‭ (‬2002‭) ‬states there is a direct link between students spending time on homework and their achievement in secondary school‭.

‬‬Cooper similarly found that students who completed homework had better report cards and test results than‭ ‬those who didn't (‬1989‭ ‬cited by Epstein‭ ‬&‭ ‬Van Voorhis 2001‭). ‬In a report conducted by the EEF‭, ‬they also found that the completion of homework at secondary level can add on an additional 5‭ ‬months‭ ‬progress onto a child’s learning‭ with minimal cost incurred by the school‭ (‬EEF‭, ‬2016‭). ‬

In addition to the academic findings‭, ‬teachers themselves have commented on the purpose they believe homework provides to students and schools‭. ‬Epstein‭ (‬1988‭, ‬2001‭, ‬p.181‭) ‬found that teachers recognised‭ ‬‘practice‭, ‬preparation and personal development’‭ ‬to contribute to the overall purpose of homework‭. ‬

Homework helps to " develop learners' knowledge and allow them more choice in how they express their work"

Tom Sherrington‭, ‬a Headteacher at a UK secondary school and influential education blogger‭, ‬has expressed his personal views on the value of homework‭: ‬‘Students who are successful at A Level and at GCSE are those who have highly developed independent learning skills‭, ‬have the capacity to lead the learning process through their questions and ideas’‭ (‬Sherrington 2012a‭). ‬

This suggests that even those who do not see an immediate impact from homework‭, ‬believe that it will help students’‭ ‬personal development but also prepare them for the next stages of education and beyond‭. ‬This is further supported by Sharp‭ (‬2002‭) ‬who recognised that‭, ‬despite homework not having a direct link to achievement in younger children‭, ‬it did promote independent‭ ‬learning and prepare them for secondary school‭.‬

A second UK teacher and education blogger‭, ‬Rachel Jones‭, ‬commented on what she believes to be the purpose of homework and found‭ ‬that it had a positive impact on both retention of knowledge and hand-in rates when the homework set‭ ‬was assigned with the intention to‭ ‬‘develop learners knowledge and allow them more choice in how they express their work’‭ (‬Jones 2013‭).

Parental Involvement 

In addition to the correlation between completing homework and improved achievement‭, ‬homework plays a fundamental role in both home-school involvement and students’‭ ‬relationships with their parents‭. ‬A key purpose of homework outside of‭ ‬‘enhancing instruction’‭ ‬is to‭ ‬‘establish communication between parent and child’‭ (‬Acock‭ ‬&‭ ‬Demo‭, ‬1994‭ ‬cited by Cooper et al‭, ‬20016‭, ‬p.2‭). ‬

Homework acts as a bridge between school and home‭, ‬and the ability to engage parents in school life has a positive impact on teachers‭ - ‬when teachers feel as though there is more parental involvement in school they feel more positive about teaching‭ (‬Epstein‭ ‬&‭ ‬Dauber‭, ‬1991‭, ‬Hoover-Dempsey et al‭, ‬1987‭ ‬cited by Epstein‭ ‬&‭ ‬Van Voorhis‭, ‬2001‭).

‬Acock and Demo‭ (‬1994‭, ‬cited by Epstein‭ ‬&‭ ‬Van‭ ‬Voorhis 2001‭, ‬p.182‭) ‬have even stated that homework can help to improve relationships between parents and students, ‬bringing them‭ ‬‘closer together to enjoy learning and exchange ideas’‭, ‬cementing the idea that homework has greater repercussions than just raising academic achievements within school‭.‬

In addition to this‭, ‬a purpose of homework valued by both parents and teachers‭ ‬is the idea that homework completed regularly by‭ ‬students helps to promote‭ ‬‘a sense of‭ ‬responsibility’‭ (‬Warton 1997‭, ‬p.213‭). Moreover‭, ‬Sherrington‭ (‬2012b‭) ‬comments on his stance as both an educator and a parent‭ ‬saying that he firmly believes that homework has a fundamental part to play in the learning process‭ ‬‘and paving the way to students becoming independent learners’‭. ‬

Quality Homework 

Although ‬in order for homework to really show the benefits expressed in this article it must be purposeful‭ . ‬Students have expressed their‭ ‬opinion on the value of homework‭, ‬deeming it to be an important part of the learning experience‭ (‬Sharp 2002‭). ‬

Yet‭, ‬they do express concerns regarding how homework is set relating to‭ ‬‘conflicting‭ ‬deadlines‭, ‬and tasks that make little contribution to learning’‭ (‬Sharp 2002‭, ‬p.3‭). ‬In order to combat these concerns‭, ‬schools should be vetting the quality of homework set‭, ‬and teachers should be communicating with one another in reference to deadlines‭.‬

The idea of setting purposeful homework is further supported by Epstein‭ ‬&‭ ‬Van Voorhis‭ (‬2001‭, ‬p.19‭) ‬who report that those who set homework‭ ‬‘to meet specific purposes and goals‭, ‬more students complete their homework and benefit from the results’‭. ‬Additionally‭, ‬the idea of setting homework with a clear purpose further encourages parental involvement within the child’s education‭. ‬

"Quality homework types to include‭ ‬‘fluency practice‭, application‭, ‬spiral review and extension"

Purposeful homework is intrinsically linked to quality homework ‭, ‬and when teachers are setting homework the emphasis should be on this as opposed to the quantity‭. ‬In order for homework to be regarded as high quality‭, ‬the instruction provided must be clear‭ ‬and detailed‭ (‬Frey‭ ‬&‭ ‬Fisher‭, ‬2011‭), ‬and the tasks that are being set are‭ ‬‘authentic and engaging’‭ (‬Darling-Hammond‭ ‬&‭ ‬Ifill-Lynch 2006‭, ‬p.1‭) ‬providing students with a real reason to complete them‭. ‬

This is further supported by Dettmers et al‭ (‬2010‭) ‬who found that when students identified homework as being well thought out and relevant‭, ‬they were more motivated to complete it‭. ‬Frey‭ ‬&‭ ‬Fisher‭ (‬2011‭) ‬identified quality homework types to include‭ ‬‘fluency practice‭, ‬application‭, ‬spiral review and extension’‭ ‬and denounced the value of homework that asks students to complete work that was not covered in class as not valuable as they have no peer or teacher support and are unfamiliar with the topic‭. ‬

It is also important to consider the implications of focusing on the amount of homework set ‭ - ‬setting too much homework can have‭ ‬detrimental effects on students‭, ‬such as stress‭, ‬fatigue and loss of interest in studies‭ (‬Cooper‭, ‬2010‭). ‬

From this we can gather that fewer pieces of well thought out homework will have more of a positive impact on students’‭ ‬learning‭. ‬It is important for schools to monitor the amount of homework that is set‭, ‬what is being set and the frequency ‬so as to avoid‭ ‬over-working students‭ - having a homework policy which teachers adhere to will help to enforce this. 

The Overall Importance of Homework

Homework encourages self-development and self-discipline. Students who complete regular homework don't just perform better at school and during exams, they learn broader life skills and associate hard work with long term rewards. Homework has also been found to improve parental relationships.

Conclusion 

From this we can conclude‭ ‬that homework does indeed serve a purpose‭ as studies provide a link between homework and higher‭ ‬secondary school attainment‭. ‬Yet despite a lack of research to suggest these effects in primary school and younger years‭, ‬homework will help to prepare students younger than 11 for secondary school and encourages them to become independent learners‭. ‬

The setting and completion of homework also has benefits outside of academic attainment with parent-child relationship and home-school involvement both improving within schools as a result of successful homework practice.

However, it must be taken into consideration that in order to experience the benefits of homework, the work being set should have a clear goal, as well as being worthwhile and purposeful to encourage students to complete it.

References:

Cooper, H., 1989. Synthesis of Research on Homework. Effective Schools Research Abstracts [online], 4 (1), 85-91

Cooper, H., 2010. Homework’s Diminishing Returns. The New York Times [online], 12 December 2010. Available from: http://www.nytimes.com/roomfordebate/2010/12/12/stress-and-the-high-school-student/homeworks-diminishing-returns [Accessed 1 July 2016]

Cooper, H. and Robinson, J.C. and Patall, E.A., 2006. Does Homework Improve Academic Achievement? A synthesis of Research, 1987-2003. Review of Education Research [online], 76 (1), 1-62

Darling-Hammond, L. and Ifill-Lynch, O., 2006. If They’d Only Do Their Work! Educational Leadership [online] 63(5), 8-13, Available from: http://www.ascd.org/publications/educational-leadership/feb06/vol63/num05/If-They%27d-Only-Do-Their-Work!.aspx [Accessed 1 July 2016]

Dettmers, S at al., 2010. Journal of Educational Psychology. Homework works if homework quality is high: Using multilevel modeling to predict development of achievement in mathematics. [online], 102(2), 467-482. Available from: http://psycnet.apa.org/journals/edu/102/2/467/ [Accessed 1 July 2016]

EEF, 2016. Teaching and Learning Toolkit [online] London. Available from: https://educationendowmentfoundation.org.uk/evidence/teaching-learning-toolkit [Accessed 1 July 2016]

Epstein, L.J. and Van Voorhis, F.L, 2001. More than Minutes: Teachers’ Roles in Designing Homework. Educational Psychologist [online], 36 (3), 181-193

Frey, N. and Fisher, D., 2011. High-Quality Homework [online] USA: Principal Leadership. Available from: http://fisherandfrey.com/uploads/posts/Homework_NASSP.pdf [Accessed 1 July 2016]

GOV.UK, 2015. School Inspection Handbook from 2015 [online]. England: The National Archives. Available from: https://www.gov.uk/government/publications/school-inspection-handbook-from-september-2015 [Accessed May 2016)

Jones, R., 2013. DESTROY Homework. Create Innovate Explore [online] 12 August 2013. Available from: http://createinnovateexplore.com/destroy-homework/ [Accessed May 2016]

Sharp, C., 2002. Should Schools set Homework? National Foundation for Educational Research [online], 27 (1), 1-4

Sherrington, T., 2012. Homework Matters: Great teachers set great homework. Headguruteacher [online]. 2 September 2012. Available from: https://headguruteacher.com/2012/09/02/homework-matters-great-teachers-set-great-homework/ [Accessed May 2016]

Sherrington, T., 2012. Homework: What does the Hattie research actually say? Headguruteacher [online] 21 October 2012. Available from: https://headguruteacher.com/2012/10/21/homework-what-does-the-hattie-research-actually-say/ [Accessed May 2016]

Warton, P.M. 1997. Learning about responsibility: Lessons from homework. British Journal of Educational  Psychology [online], 67(2), pp. 213–221

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10 Homework Benefits (Purpose & Facts)

Homework isn’t just additional learning content but an effective strategy to test students’ comprehension of taught concepts. Since its introduction in the 16th century, homework has elicited various reactions with some advocating for it while others condemning it. Here, I will be highlighting the top 10 benefits of homework to convince you that homework has its place in education.

The top 10 benefits of homework:

• Students learn about time management
• Homework provides a measurement of students’ learning for teachers
• Trains students to solve problems
• Gives students another opportunity to review class material
• Parents get to see the content being taught in school
• Students learn to take responsibility for their part in the educational process
• Students learn to do things even if they don’t want to
• Trains students to work independently
• Students learn to stay organized, act and plan
• Deepens students’ understanding of a subject matter

Download, print & share this Edugage designed “ 10 Homework Benefits (Purpose & Facts) “. Add a little inspiration to your study room or classroom.

Below, I have broken down each benefit of homework. Hopefully, they will provide you the insight of homework’s importance and relevance in education. So, the next time you see your child doing their homework, remember that they are undergoing a learning transformation part of the education process.

1) Students learn about time management

Homework is an effective tool when teaching your child about time management. This means that time management should extend beyond the classroom and into your home. Whether your child needs to play or complete some light chores, it’s in your best interest to provide your child with ample time to complete their homework. Homework demands a fresh mind and complete concentration. So, you should make it your mission to ensure that your child is well fed and refreshed before beginning any assignment.

When you supervise your child to complete their homework, you subconsciously instill a sense of responsibility and prioritization in them. Your child should be in a unique position to prioritize on tasks with your guidance. This strategy makes it much easier to complete multiple tasks within a specific duration with ease.

2) Homework provides a measurement of students’ learning for teachers

Have you ever wondered whether your students have understood your content? Then consider giving them homework. Based on the responses obtained from the assignment, you will be able to tell how well your students learned the content. If the responses are unsatisfactory, then be prepared to revisit the chapter and break it down to simpler subtopics that can be understood with relative ease.

Chances are your students might not have understood complex terminologies that proved frustrating to recall when completing their homework. More importantly, encourage your students to follow up with questions on concepts that are ambiguous to understand and explain.

Also, feel free to introduce various types of learning styles to ensure that the specific content is understood. For instance, musical lessons are best taught with the aid of musical instruments. On the other hand, visual lessons are best taught with the aid of sample objects.

3) Trains students to solve problems

Problem solving is a critical aspect of the learning process and it evaluates your child’s capacity to reason and make informed decisions. When in a classroom setting, your child is given the unique advantage of problem-solving various questions with the assistance of their teacher. But when at home, they must rely on recalled information to execute ideal solutions to the problems at hand.

Implementing this strategy is no easy task. It demands concentration and the ability to seek immediate clarification on solutions that are difficult to understand. If your child can successfully learn how to solve questions in class, they are in ideal position to replicate this strategy at home with the proficiency it deserves.

As a parent, it’s imperative to instill confidence in your child from an early age. Confidence is crucial in building up self-esteem and helping them raise questions without experiencing doubt and scrutiny from their classmates.

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4) Gives students another opportunity to review class material

If you thought that learning ends in school, then you are sadly mistaken. Learning extends to the home environment for any serious students. When your child completes homework regularly, they are given a unique opportunity to review class material. This constant revision not only builds on their knowledge but also expounds on their ability to recall information fast and identify alternative solutions to the same problem.

When your child does their homework, the learnt information is ingrained in their mind based on multiple revision exercises. The more exercises that they complete, the easier it is to approach such questions in future.

5) Parents get to see the content being taught in school

Homework isn’t just beneficial to the student. It is equally useful to the parent, especially when they are interested in their child’s progress and performance in various subjects. A brief 10- or 20-minutes skim of your child’s homework brings you up to speed on the specific content taught in school.

From your evaluation, you can assist your child in identifying alternative solutions to specific sets of questions. However, it’s advisable to encourage your child to identify solutions by themselves in preparation for examinations that are tested on individual comprehension.

6) Students learn to take responsibility for their part in the educational process

Homework is widely considered to be an ideal way to instill responsibility in students. By enforcing homework regularly, students are subconsciously informed on the need to take education seriously. Each assignment completed brings your child a step closer to achieving their educational goals and taking responsibility for their life decisions.

In short, homework prepares your child to take responsibility for much bigger tasks later in life that are more challenging and demanding than school content. This perspective equips your child with a growth mindset that is crucial in overcoming setbacks and realizing their set goals and objectives.

7) Students learn to do things even if they don’t want to

It’s a fact that most students don’t like homework especially when they must forego their favorite hobbies at home. But enforcing homework on your child is advantageous in teaching them that they must do things even when they don’t want to. Your child should be prepared to do such things that will become prevalent in adulthood.

It revolves around embracing sacrifice and foregoing instant gratification for delayed gratification. Being prepared to make sacrifices that will yield remarkable results isn’t reserved only for parents but for their children as well.

By embracing sacrifices, your child is in an elevated position to weed out distractions and focus on the task at hand. It isn’t easy but turning off the TV and cellphone is a great way to test their concentration and threshold for sacrifice.

8) Trains students to work independently

If you’ve ever wondered how you can test your child’s independence to complete assignments, then setting homework questions is a great strategy to begin with. As a parent, it’s imperative to give your child ample time to do their homework before rushing in to assist them. This allocated time is crucial in recalling learnt information and identifying effective alternatives to various questions.

Providing your child with ample time to do their homework speaks volumes about your level of trust in them. This level of independence and trust assist your child in making informed decisions on what makes sense in their future career aspirations.

9) Students learn to stay organized, act and plan

Completing homework effectively is a systematic process that entails following the assignment’s instructions, doing research from various sources and taking notes from various publications. Such guidelines can only be completed when your child practices organization, takes notes and plans their work. It is important early enough to ensure that the task is completed within the set time.

Failing to plan accordingly puts the quality of the assignment at risk by affecting its relevance and length. Such issues can be avoided by taking the time to organize, research and complete their assignment to ensure that relevant information is obtained.

10) Deepens students’ understanding of a subject matter

Understanding concepts from a classroom setting is admirable but taking the time to complete assignments speaks volumes about your capacity to go the extra mile in deepening your understanding. Often, homework breaks down complex terminologies and concepts to make the learning process effective. Based on proven research, students that cherished doing homework exhibited advanced understanding of various topics compared to those that shunned assignments.

Regardless of what naysayers might say, homework has transformed the learning process in multiple ways. Apart from simplifying the learning process, school assignments have also improved students’ problem-solving skills beyond the arithmetic requirements. Thus, homework has its place in the education process.

Related Questions

Is homework only beneficial to students? Homework does not only benefit students. It helps teachers and parents to nurture trust and cooperation with the students. This will help to develop successful students.

Is homework mandatory? Most schools have taken the initiative to make homework mandatory in their curriculum. Its implementation came in the reforms and modernization policies designed to yield optimal benefits to students.

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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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• 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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Avoid common mistakes on your manuscript.

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 .

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.

Educational levels in the reviewed studies

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.

The reviewed studies conducted in single or multiple countries

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.

Research methodologies in the reviewed studies

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.

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

AlAfnan MA, Dishari S, Jovic M, Lomidze K. ChatGPT as an educational tool: opportunities, challenges, and recommendations for communication, business writing, and composition courses. J Artif Intell Technol. 2023. https://doi.org/10.37965/jait.2023.0184 .

Article   Google Scholar  

Ali JKM, Shamsan MAA, Hezam TA, Mohammed AAQ. Impact of ChatGPT on learning motivation. J Engl Stud Arabia Felix. 2023;2(1):41–9. https://doi.org/10.56540/jesaf.v2i1.51 .

Alkaissi H, McFarlane SI. Artificial hallucinations in ChatGPT: implications in scientific writing. Cureus. 2023. https://doi.org/10.7759/cureus.35179 .

Anderson N, Belavý DL, Perle SM, Hendricks S, Hespanhol L, Verhagen E, Memon AR. AI did not write this manuscript, or did it? Can we trick the AI text detector into generated texts? The potential future of ChatGPT and AI in sports & exercise medicine manuscript generation. BMJ Open Sport Exerc Med. 2023;9(1): e001568. https://doi.org/10.1136/bmjsem-2023-001568 .

Ausat AMA, Massang B, Efendi M, Nofirman N, Riady Y. Can chat GPT replace the role of the teacher in the classroom: a fundamental analysis. J Educ. 2023;5(4):16100–6.

Google Scholar  

Baidoo-Anu D, Ansah L. Education in the Era of generative artificial intelligence (AI): understanding the potential benefits of ChatGPT in promoting teaching and learning. Soc Sci Res Netw. 2023. https://doi.org/10.2139/ssrn.4337484 .

Basic Z, Banovac A, Kruzic I, Jerkovic I. Better by you, better than me, chatgpt3 as writing assistance in students essays. 2023. arXiv preprint arXiv:2302.04536 .‏

Baskara FR. The promises and pitfalls of using chat GPT for self-determined learning in higher education: an argumentative review. Prosiding Seminar Nasional Fakultas Tarbiyah dan Ilmu Keguruan IAIM Sinjai. 2023;2:95–101. https://doi.org/10.47435/sentikjar.v2i0.1825 .

Behera RK, Bala PK, Dhir A. The emerging role of cognitive computing in healthcare: a systematic literature review. Int J Med Inform. 2019;129:154–66. https://doi.org/10.1016/j.ijmedinf.2019.04.024 .

Chaka C. Detecting AI content in responses generated by ChatGPT, YouChat, and Chatsonic: the case of five AI content detection tools. J Appl Learn Teach. 2023. https://doi.org/10.37074/jalt.2023.6.2.12 .

Chiu TKF, Xia Q, Zhou X, Chai CS, Cheng M. Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education. Comput Educ Artif Intell. 2023;4:100118. https://doi.org/10.1016/j.caeai.2022.100118 .

Choi EPH, Lee JJ, Ho M, Kwok JYY, Lok KYW. Chatting or cheating? The impacts of ChatGPT and other artificial intelligence language models on nurse education. Nurse Educ Today. 2023;125:105796. https://doi.org/10.1016/j.nedt.2023.105796 .

Cotton D, Cotton PA, Shipway JR. Chatting and cheating: ensuring academic integrity in the era of ChatGPT. Innov Educ Teach Int. 2023. https://doi.org/10.1080/14703297.2023.2190148 .

Crawford J, Cowling M, Allen K. Leadership is needed for ethical ChatGPT: Character, assessment, and learning using artificial intelligence (AI). J Univ Teach Learn Pract. 2023. https://doi.org/10.53761/1.20.3.02 .

Creswell JW. Educational research: planning, conducting, and evaluating quantitative and qualitative research [Ebook]. 4th ed. London: Pearson Education; 2015.

Curry D. ChatGPT Revenue and Usage Statistics (2023)—Business of Apps. 2023. https://www.businessofapps.com/data/chatgpt-statistics/

Day T. A preliminary investigation of fake peer-reviewed citations and references generated by ChatGPT. Prof Geogr. 2023. https://doi.org/10.1080/00330124.2023.2190373 .

De Castro CA. A Discussion about the Impact of ChatGPT in education: benefits and concerns. J Bus Theor Pract. 2023;11(2):p28. https://doi.org/10.22158/jbtp.v11n2p28 .

Deng X, Yu Z. A meta-analysis and systematic review of the effect of Chatbot technology use in sustainable education. Sustainability. 2023;15(4):2940. https://doi.org/10.3390/su15042940 .

Eke DO. ChatGPT and the rise of generative AI: threat to academic integrity? J Responsib Technol. 2023;13:100060. https://doi.org/10.1016/j.jrt.2023.100060 .

Elmoazen R, Saqr M, Tedre M, Hirsto L. A systematic literature review of empirical research on epistemic network analysis in education. IEEE Access. 2022;10:17330–48. https://doi.org/10.1109/access.2022.3149812 .

Farrokhnia M, Banihashem SK, Noroozi O, Wals AEJ. A SWOT analysis of ChatGPT: implications for educational practice and research. Innov Educ Teach Int. 2023. https://doi.org/10.1080/14703297.2023.2195846 .

Fergus S, Botha M, Ostovar M. Evaluating academic answers generated using ChatGPT. J Chem Educ. 2023;100(4):1672–5. https://doi.org/10.1021/acs.jchemed.3c00087 .

Fink A. Conducting research literature reviews: from the Internet to Paper. Incorporated: SAGE Publications; 2010.

Firaina R, Sulisworo D. Exploring the usage of ChatGPT in higher education: frequency and impact on productivity. Buletin Edukasi Indonesia (BEI). 2023;2(01):39–46. https://doi.org/10.56741/bei.v2i01.310 .

Firat, M. (2023). How chat GPT can transform autodidactic experiences and open education.  Department of Distance Education, Open Education Faculty, Anadolu Unive .‏ https://orcid.org/0000-0001-8707-5918

Firat M. What ChatGPT means for universities: perceptions of scholars and students. J Appl Learn Teach. 2023. https://doi.org/10.37074/jalt.2023.6.1.22 .

Fuchs K. Exploring the opportunities and challenges of NLP models in higher education: is Chat GPT a blessing or a curse? Front Educ. 2023. https://doi.org/10.3389/feduc.2023.1166682 .

García-Peñalvo FJ. La percepción de la inteligencia artificial en contextos educativos tras el lanzamiento de ChatGPT: disrupción o pánico. Educ Knowl Soc. 2023;24: e31279. https://doi.org/10.14201/eks.31279 .

Gilson A, Safranek CW, Huang T, Socrates V, Chi L, Taylor A, Chartash D. How does ChatGPT perform on the United States medical Licensing examination? The implications of large language models for medical education and knowledge assessment. JMIR Med Educ. 2023;9: e45312. https://doi.org/10.2196/45312 .

Hashana AJ, Brundha P, Ayoobkhan MUA, Fazila S. Deep Learning in ChatGPT—A Survey. In   2023 7th international conference on trends in electronics and informatics (ICOEI) . 2023. (pp. 1001–1005). IEEE. https://doi.org/10.1109/icoei56765.2023.10125852

Hirsto L, Saqr M, López-Pernas S, Valtonen T. (2022). A systematic narrative review of learning analytics research in K-12 and schools.  Proceedings . https://ceur-ws.org/Vol-3383/FLAIEC22_paper_9536.pdf

Hisan UK, Amri MM. ChatGPT and medical education: a double-edged sword. J Pedag Educ Sci. 2023;2(01):71–89. https://doi.org/10.13140/RG.2.2.31280.23043/1 .

Hopkins AM, Logan JM, Kichenadasse G, Sorich MJ. Artificial intelligence chatbots will revolutionize how cancer patients access information: ChatGPT represents a paradigm-shift. JNCI Cancer Spectr. 2023. https://doi.org/10.1093/jncics/pkad010 .

Househ M, AlSaad R, Alhuwail D, Ahmed A, Healy MG, Latifi S, Sheikh J. Large Language models in medical education: opportunities, challenges, and future directions. JMIR Med Educ. 2023;9: e48291. https://doi.org/10.2196/48291 .

Ilkka T. The impact of artificial intelligence on learning, teaching, and education. Minist de Educ. 2018. https://doi.org/10.2760/12297 .

Iqbal N, Ahmed H, Azhar KA. Exploring teachers’ attitudes towards using CHATGPT. Globa J Manag Adm Sci. 2022;3(4):97–111. https://doi.org/10.46568/gjmas.v3i4.163 .

Irfan M, Murray L, Ali S. Integration of Artificial intelligence in academia: a case study of critical teaching and learning in Higher education. Globa Soc Sci Rev. 2023;8(1):352–64. https://doi.org/10.31703/gssr.2023(viii-i).32 .

Jeon JH, Lee S. Large language models in education: a focus on the complementary relationship between human teachers and ChatGPT. Educ Inf Technol. 2023. https://doi.org/10.1007/s10639-023-11834-1 .

Khan RA, Jawaid M, Khan AR, Sajjad M. ChatGPT—Reshaping medical education and clinical management. Pak J Med Sci. 2023. https://doi.org/10.12669/pjms.39.2.7653 .

King MR. A conversation on artificial intelligence, Chatbots, and plagiarism in higher education. Cell Mol Bioeng. 2023;16(1):1–2. https://doi.org/10.1007/s12195-022-00754-8 .

Kooli C. Chatbots in education and research: a critical examination of ethical implications and solutions. Sustainability. 2023;15(7):5614. https://doi.org/10.3390/su15075614 .

Kuhail MA, Alturki N, Alramlawi S, Alhejori K. Interacting with educational chatbots: a systematic review. Educ Inf Technol. 2022;28(1):973–1018. https://doi.org/10.1007/s10639-022-11177-3 .

Lee H. The rise of ChatGPT: exploring its potential in medical education. Anat Sci Educ. 2023. https://doi.org/10.1002/ase.2270 .

Li L, Subbareddy R, Raghavendra CG. AI intelligence Chatbot to improve students learning in the higher education platform. J Interconnect Netw. 2022. https://doi.org/10.1142/s0219265921430325 .

Limna P. A Review of Artificial Intelligence (AI) in Education during the Digital Era. 2022. https://ssrn.com/abstract=4160798

Lo CK. What is the impact of ChatGPT on education? A rapid review of the literature. Educ Sci. 2023;13(4):410. https://doi.org/10.3390/educsci13040410 .

Luo W, He H, Liu J, Berson IR, Berson MJ, Zhou Y, Li H. Aladdin’s genie or pandora’s box For early childhood education? Experts chat on the roles, challenges, and developments of ChatGPT. Early Educ Dev. 2023. https://doi.org/10.1080/10409289.2023.2214181 .

Meyer JG, Urbanowicz RJ, Martin P, O’Connor K, Li R, Peng P, Moore JH. ChatGPT and large language models in academia: opportunities and challenges. Biodata Min. 2023. https://doi.org/10.1186/s13040-023-00339-9 .

Mhlanga D. Open AI in education, the responsible and ethical use of ChatGPT towards lifelong learning. Soc Sci Res Netw. 2023. https://doi.org/10.2139/ssrn.4354422 .

Neumann, M., Rauschenberger, M., & Schön, E. M. (2023). “We Need To Talk About ChatGPT”: The Future of AI and Higher Education.‏ https://doi.org/10.1109/seeng59157.2023.00010

Nolan B. Here are the schools and colleges that have banned the use of ChatGPT over plagiarism and misinformation fears. Business Insider . 2023. https://www.businessinsider.com

O’Leary DE. An analysis of three chatbots: BlenderBot, ChatGPT and LaMDA. Int J Intell Syst Account, Financ Manag. 2023;30(1):41–54. https://doi.org/10.1002/isaf.1531 .

Okoli C. A guide to conducting a standalone systematic literature review. Commun Assoc Inf Syst. 2015. https://doi.org/10.17705/1cais.03743 .

OpenAI. (2023). https://openai.com/blog/chatgpt

Perkins M. Academic integrity considerations of AI large language models in the post-pandemic era: ChatGPT and beyond. J Univ Teach Learn Pract. 2023. https://doi.org/10.53761/1.20.02.07 .

Plevris V, Papazafeiropoulos G, Rios AJ. Chatbots put to the test in math and logic problems: A preliminary comparison and assessment of ChatGPT-3.5, ChatGPT-4, and Google Bard. arXiv (Cornell University) . 2023. https://doi.org/10.48550/arxiv.2305.18618

Rahman MM, Watanobe Y (2023) ChatGPT for education and research: opportunities, threats, and strategies. Appl Sci 13(9):5783. https://doi.org/10.3390/app13095783

Ram B, Verma P. Artificial intelligence AI-based Chatbot study of ChatGPT, google AI bard and baidu AI. World J Adv Eng Technol Sci. 2023;8(1):258–61. https://doi.org/10.30574/wjaets.2023.8.1.0045 .

Rasul T, Nair S, Kalendra D, Robin M, de Oliveira Santini F, Ladeira WJ, Heathcote L. The role of ChatGPT in higher education: benefits, challenges, and future research directions. J Appl Learn Teach. 2023. https://doi.org/10.37074/jalt.2023.6.1.29 .

Ratnam M, Sharm B, Tomer A. ChatGPT: educational artificial intelligence. Int J Adv Trends Comput Sci Eng. 2023;12(2):84–91. https://doi.org/10.30534/ijatcse/2023/091222023 .

Ray PP. ChatGPT: a comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope. Internet Things Cyber-Phys Syst. 2023;3:121–54. https://doi.org/10.1016/j.iotcps.2023.04.003 .

Roumeliotis KI, Tselikas ND. ChatGPT and Open-AI models: a preliminary review. Future Internet. 2023;15(6):192. https://doi.org/10.3390/fi15060192 .

Rudolph J, Tan S, Tan S. War of the chatbots: Bard, Bing Chat, ChatGPT, Ernie and beyond. The new AI gold rush and its impact on higher education. J Appl Learn Teach. 2023. https://doi.org/10.37074/jalt.2023.6.1.23 .

Ruiz LMS, Moll-López S, Nuñez-Pérez A, Moraño J, Vega-Fleitas E. ChatGPT challenges blended learning methodologies in engineering education: a case study in mathematics. Appl Sci. 2023;13(10):6039. https://doi.org/10.3390/app13106039 .

Sallam M, Salim NA, Barakat M, Al-Tammemi AB. ChatGPT applications in medical, dental, pharmacy, and public health education: a descriptive study highlighting the advantages and limitations. Narra J. 2023;3(1): e103. https://doi.org/10.52225/narra.v3i1.103 .

Salvagno M, Taccone FS, Gerli AG. Can artificial intelligence help for scientific writing? Crit Care. 2023. https://doi.org/10.1186/s13054-023-04380-2 .

Saqr M, López-Pernas S, Helske S, Hrastinski S. The longitudinal association between engagement and achievement varies by time, students’ profiles, and achievement state: a full program study. Comput Educ. 2023;199:104787. https://doi.org/10.1016/j.compedu.2023.104787 .

Saqr M, Matcha W, Uzir N, Jovanović J, Gašević D, López-Pernas S. Transferring effective learning strategies across learning contexts matters: a study in problem-based learning. Australas J Educ Technol. 2023;39(3):9.

Schöbel S, Schmitt A, Benner D, Saqr M, Janson A, Leimeister JM. Charting the evolution and future of conversational agents: a research agenda along five waves and new frontiers. Inf Syst Front. 2023. https://doi.org/10.1007/s10796-023-10375-9 .

Shoufan A. Exploring students’ perceptions of CHATGPT: thematic analysis and follow-up survey. IEEE Access. 2023. https://doi.org/10.1109/access.2023.3268224 .

Sonderegger S, Seufert S. Chatbot-mediated learning: conceptual framework for the design of Chatbot use cases in education. Gallen: Institute for Educational Management and Technologies, University of St; 2022. https://doi.org/10.5220/0010999200003182 .

Book   Google Scholar  

Strzelecki A. To use or not to use ChatGPT in higher education? A study of students’ acceptance and use of technology. Interact Learn Environ. 2023. https://doi.org/10.1080/10494820.2023.2209881 .

Su J, Yang W. Unlocking the power of ChatGPT: a framework for applying generative AI in education. ECNU Rev Educ. 2023. https://doi.org/10.1177/20965311231168423 .

Sullivan M, Kelly A, McLaughlan P. ChatGPT in higher education: Considerations for academic integrity and student learning. J ApplLearn Teach. 2023;6(1):1–10. https://doi.org/10.37074/jalt.2023.6.1.17 .

Szabo A. ChatGPT is a breakthrough in science and education but fails a test in sports and exercise psychology. Balt J Sport Health Sci. 2023;1(128):25–40. https://doi.org/10.33607/bjshs.v127i4.1233 .

Taecharungroj V. “What can ChatGPT do?” analyzing early reactions to the innovative AI chatbot on Twitter. Big Data Cognit Comput. 2023;7(1):35. https://doi.org/10.3390/bdcc7010035 .

Tam S, Said RB. User preferences for ChatGPT-powered conversational interfaces versus traditional methods. Biomed Eng Soc. 2023. https://doi.org/10.58496/mjcsc/2023/004 .

Tedre M, Kahila J, Vartiainen H. (2023). Exploration on how co-designing with AI facilitates critical evaluation of ethics of AI in craft education. In: Langran E, Christensen P, Sanson J (Eds).  Proceedings of Society for Information Technology and Teacher Education International Conference . 2023. pp. 2289–2296.

Tlili A, Shehata B, Adarkwah MA, Bozkurt A, Hickey DT, Huang R, Agyemang B. What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education. Smart Learn Environ. 2023. https://doi.org/10.1186/s40561-023-00237-x .

Uddin SMJ, Albert A, Ovid A, Alsharef A. Leveraging CHATGPT to aid construction hazard recognition and support safety education and training. Sustainability. 2023;15(9):7121. https://doi.org/10.3390/su15097121 .

Valtonen T, López-Pernas S, Saqr M, Vartiainen H, Sointu E, Tedre M. The nature and building blocks of educational technology research. Comput Hum Behav. 2022;128:107123. https://doi.org/10.1016/j.chb.2021.107123 .

Vartiainen H, Tedre M. Using artificial intelligence in craft education: crafting with text-to-image generative models. Digit Creat. 2023;34(1):1–21. https://doi.org/10.1080/14626268.2023.2174557 .

Ventayen RJM. OpenAI ChatGPT generated results: similarity index of artificial intelligence-based contents. Soc Sci Res Netw. 2023. https://doi.org/10.2139/ssrn.4332664 .

Wagner MW, Ertl-Wagner BB. Accuracy of information and references using ChatGPT-3 for retrieval of clinical radiological information. Can Assoc Radiol J. 2023. https://doi.org/10.1177/08465371231171125 .

Wardat Y, Tashtoush MA, AlAli R, Jarrah AM. ChatGPT: a revolutionary tool for teaching and learning mathematics. Eurasia J Math, Sci Technol Educ. 2023;19(7):em2286. https://doi.org/10.29333/ejmste/13272 .

Webster J, Watson RT. Analyzing the past to prepare for the future: writing a literature review. Manag Inf Syst Quart. 2002;26(2):3.

Xiao Y, Watson ME. Guidance on conducting a systematic literature review. J Plan Educ Res. 2017;39(1):93–112. https://doi.org/10.1177/0739456x17723971 .

Yan D. Impact of ChatGPT on learners in a L2 writing practicum: an exploratory investigation. Educ Inf Technol. 2023. https://doi.org/10.1007/s10639-023-11742-4 .

Yu H. Reflection on whether Chat GPT should be banned by academia from the perspective of education and teaching. Front Psychol. 2023;14:1181712. https://doi.org/10.3389/fpsyg.2023.1181712 .

Zhu C, Sun M, Luo J, Li T, Wang M. How to harness the potential of ChatGPT in education? Knowl Manag ELearn. 2023;15(2):133–52. https://doi.org/10.34105/j.kmel.2023.15.008 .

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The paper is co-funded by the Academy of Finland (Suomen Akatemia) Research Council for Natural Sciences and Engineering for the project Towards precision education: Idiographic learning analytics (TOPEILA), Decision Number 350560.

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Yazid Albadarin, Mohammed Saqr, Nicolas Pope & Markku Tukiainen

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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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Received : 22 October 2023

Accepted : 10 May 2024

Published : 26 May 2024

DOI : https://doi.org/10.1007/s44217-024-00138-2

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