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11 Surprising Homework Statistics, Facts & Data

11 Surprising Homework Statistics, Facts & Data

Chris Drew (PhD)

Dr. Chris Drew is the founder of the Helpful Professor. He holds a PhD in education and has published over 20 articles in scholarly journals. He is the former editor of the Journal of Learning Development in Higher Education. [Image Descriptor: Photo of Chris]

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homework pros and cons

The age-old question of whether homework is good or bad for students is unanswerable because there are so many “ it depends ” factors.

For example, it depends on the age of the child, the type of homework being assigned, and even the child’s needs.

There are also many conflicting reports on whether homework is good or bad. This is a topic that largely relies on data interpretation for the researcher to come to their conclusions.

To cut through some of the fog, below I’ve outlined some great homework statistics that can help us understand the effects of homework on children.

Homework Statistics List

1. 45% of parents think homework is too easy for their children.

A study by the Center for American Progress found that parents are almost twice as likely to believe their children’s homework is too easy than to disagree with that statement.

Here are the figures for math homework:

  • 46% of parents think their child’s math homework is too easy.
  • 25% of parents think their child’s math homework is not too easy.
  • 29% of parents offered no opinion.

Here are the figures for language arts homework:

  • 44% of parents think their child’s language arts homework is too easy.
  • 28% of parents think their child’s language arts homework is not too easy.
  • 28% of parents offered no opinion.

These findings are based on online surveys of 372 parents of school-aged children conducted in 2018.

2. 93% of Fourth Grade Children Worldwide are Assigned Homework

The prestigious worldwide math assessment Trends in International Maths and Science Study (TIMSS) took a survey of worldwide homework trends in 2007. Their study concluded that 93% of fourth-grade children are regularly assigned homework, while just 7% never or rarely have homework assigned.

3. 17% of Teens Regularly Miss Homework due to Lack of High-Speed Internet Access

A 2018 Pew Research poll of 743 US teens found that 17%, or almost 2 in every 5 students, regularly struggled to complete homework because they didn’t have reliable access to the internet.

This figure rose to 25% of Black American teens and 24% of teens whose families have an income of less than $30,000 per year.

4. Parents Spend 6.7 Hours Per Week on their Children’s Homework

A 2018 study of 27,500 parents around the world found that the average amount of time parents spend on homework with their child is 6.7 hours per week. Furthermore, 25% of parents spend more than 7 hours per week on their child’s homework.

American parents spend slightly below average at 6.2 hours per week, while Indian parents spend 12 hours per week and Japanese parents spend 2.6 hours per week.

5. Students in High-Performing High Schools Spend on Average 3.1 Hours per night Doing Homework

A study by Galloway, Conner & Pope (2013) conducted a sample of 4,317 students from 10 high-performing high schools in upper-middle-class California. 

Across these high-performing schools, students self-reported that they did 3.1 hours per night of homework.

Graduates from those schools also ended up going on to college 93% of the time.

6. One to Two Hours is the Optimal Duration for Homework

A 2012 peer-reviewed study in the High School Journal found that students who conducted between one and two hours achieved higher results in tests than any other group.

However, the authors were quick to highlight that this “t is an oversimplification of a much more complex problem.” I’m inclined to agree. The greater variable is likely the quality of the homework than time spent on it.

Nevertheless, one result was unequivocal: that some homework is better than none at all : “students who complete any amount of homework earn higher test scores than their peers who do not complete homework.”

7. 74% of Teens cite Homework as a Source of Stress

A study by the Better Sleep Council found that homework is a source of stress for 74% of students. Only school grades, at 75%, rated higher in the study.

That figure rises for girls, with 80% of girls citing homework as a source of stress.

Similarly, the study by Galloway, Conner & Pope (2013) found that 56% of students cite homework as a “primary stressor” in their lives.

8. US Teens Spend more than 15 Hours per Week on Homework

The same study by the Better Sleep Council also found that US teens spend over 2 hours per school night on homework, and overall this added up to over 15 hours per week.

Surprisingly, 4% of US teens say they do more than 6 hours of homework per night. That’s almost as much homework as there are hours in the school day.

The only activity that teens self-reported as doing more than homework was engaging in electronics, which included using phones, playing video games, and watching TV.

9. The 10-Minute Rule

The National Education Association (USA) endorses the concept of doing 10 minutes of homework per night per grade.

For example, if you are in 3rd grade, you should do 30 minutes of homework per night. If you are in 4th grade, you should do 40 minutes of homework per night.

However, this ‘rule’ appears not to be based in sound research. Nevertheless, it is true that homework benefits (no matter the quality of the homework) will likely wane after 2 hours (120 minutes) per night, which would be the NEA guidelines’ peak in grade 12.

10. 21.9% of Parents are Too Busy for their Children’s Homework

An online poll of nearly 300 parents found that 21.9% are too busy to review their children’s homework. On top of this, 31.6% of parents do not look at their children’s homework because their children do not want their help. For these parents, their children’s unwillingness to accept their support is a key source of frustration.

11. 46.5% of Parents find Homework too Hard

The same online poll of parents of children from grades 1 to 12 also found that many parents struggle to help their children with homework because parents find it confusing themselves. Unfortunately, the study did not ask the age of the students so more data is required here to get a full picture of the issue.

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Interpreting the Data

Unfortunately, homework is one of those topics that can be interpreted by different people pursuing differing agendas. All studies of homework have a wide range of variables, such as:

  • What age were the children in the study?
  • What was the homework they were assigned?
  • What tools were available to them?
  • What were the cultural attitudes to homework and how did they impact the study?
  • Is the study replicable?

The more questions we ask about the data, the more we realize that it’s hard to come to firm conclusions about the pros and cons of homework .

Furthermore, questions about the opportunity cost of homework remain. Even if homework is good for children’s test scores, is it worthwhile if the children consequently do less exercise or experience more stress?

Thus, this ends up becoming a largely qualitative exercise. If parents and teachers zoom in on an individual child’s needs, they’ll be able to more effectively understand how much homework a child needs as well as the type of homework they should be assigned.

Related: Funny Homework Excuses

The debate over whether homework should be banned will not be resolved with these homework statistics. But, these facts and figures can help you to pursue a position in a school debate on the topic – and with that, I hope your debate goes well and you develop some great debating skills!

Chris

  • Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 25 Number Games for Kids (Free and Easy)
  • Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 25 Word Games for Kids (Free and Easy)
  • Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 25 Outdoor Games for Kids
  • Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 50 Incentives to Give to Students

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Denise Pope

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]

Does homework really work?

by: Leslie Crawford | Updated: December 12, 2023

Print article

Does homework help

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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A daughter sits at a desk doing homework while her mom stands beside her helping

Credit: August de Richelieu

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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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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What we know about online learning and the homework gap amid the pandemic

A sixth grader completes his homework online in his family's living room in Boston on March 31, 2020.

America’s K-12 students are returning to classrooms this fall after 18 months of virtual learning at home during the COVID-19 pandemic. Some students who lacked the home internet connectivity needed to finish schoolwork during this time – an experience often called the “ homework gap ” – may continue to feel the effects this school year.

Here is what Pew Research Center surveys found about the students most likely to be affected by the homework gap and their experiences learning from home.

Children across the United States are returning to physical classrooms this fall after 18 months at home, raising questions about how digital disparities at home will affect the existing homework gap between certain groups of students.

Methodology for each Pew Research Center poll can be found at the links in the post.

With the exception of the 2018 survey, everyone who took part in the surveys is a member of the Center’s American Trends Panel (ATP), an online survey panel that is recruited through national, random sampling of residential addresses. This way nearly all U.S. adults have a chance of selection. The survey is weighted to be representative of the U.S. adult population by gender, race, ethnicity, partisan affiliation, education and other categories. Read more about the  ATP’s methodology .

The 2018 data on U.S. teens comes from a Center poll of 743 U.S. teens ages 13 to 17 conducted March 7 to April 10, 2018, using the NORC AmeriSpeak panel. AmeriSpeak is a nationally representative, probability-based panel of the U.S. household population. Randomly selected U.S. households are sampled with a known, nonzero probability of selection from the NORC National Frame, and then contacted by U.S. mail, telephone or face-to-face interviewers. Read more details about the NORC AmeriSpeak panel methodology .

Around nine-in-ten U.S. parents with K-12 children at home (93%) said their children have had some online instruction since the coronavirus outbreak began in February 2020, and 30% of these parents said it has been very or somewhat difficult for them to help their children use technology or the internet as an educational tool, according to an April 2021 Pew Research Center survey .

A bar chart showing that mothers and parents with lower incomes are more likely than fathers and those with higher incomes to have trouble helping their children with tech for online learning

Gaps existed for certain groups of parents. For example, parents with lower and middle incomes (36% and 29%, respectively) were more likely to report that this was very or somewhat difficult, compared with just 18% of parents with higher incomes.

This challenge was also prevalent for parents in certain types of communities – 39% of rural residents and 33% of urban residents said they have had at least some difficulty, compared with 23% of suburban residents.

Around a third of parents with children whose schools were closed during the pandemic (34%) said that their child encountered at least one technology-related obstacle to completing their schoolwork during that time. In the April 2021 survey, the Center asked parents of K-12 children whose schools had closed at some point about whether their children had faced three technology-related obstacles. Around a quarter of parents (27%) said their children had to do schoolwork on a cellphone, 16% said their child was unable to complete schoolwork because of a lack of computer access at home, and another 14% said their child had to use public Wi-Fi to finish schoolwork because there was no reliable connection at home.

Parents with lower incomes whose children’s schools closed amid COVID-19 were more likely to say their children faced technology-related obstacles while learning from home. Nearly half of these parents (46%) said their child faced at least one of the three obstacles to learning asked about in the survey, compared with 31% of parents with midrange incomes and 18% of parents with higher incomes.

A chart showing that parents with lower incomes are more likely than parents with higher incomes to say their children have faced tech-related schoolwork challenges in the pandemic

Of the three obstacles asked about in the survey, parents with lower incomes were most likely to say that their child had to do their schoolwork on a cellphone (37%). About a quarter said their child was unable to complete their schoolwork because they did not have computer access at home (25%), or that they had to use public Wi-Fi because they did not have a reliable internet connection at home (23%).

A Center survey conducted in April 2020 found that, at that time, 59% of parents with lower incomes who had children engaged in remote learning said their children would likely face at least one of the obstacles asked about in the 2021 survey.

A year into the outbreak, an increasing share of U.S. adults said that K-12 schools have a responsibility to provide all students with laptop or tablet computers in order to help them complete their schoolwork at home during the pandemic. About half of all adults (49%) said this in the spring 2021 survey, up 12 percentage points from a year earlier. An additional 37% of adults said that schools should provide these resources only to students whose families cannot afford them, and just 13% said schools do not have this responsibility.

A bar chart showing that roughly half of adults say schools have responsibility to provide technology to all students during pandemic

While larger shares of both political parties in April 2021 said K-12 schools have a responsibility to provide computers to all students in order to help them complete schoolwork at home, there was a 15-point change among Republicans: 43% of Republicans and those who lean to the Republican Party said K-12 schools have this responsibility, compared with 28% last April. In the 2021 survey, 22% of Republicans also said schools do not have this responsibility at all, compared with 6% of Democrats and Democratic leaners.

Even before the pandemic, Black teens and those living in lower-income households were more likely than other groups to report trouble completing homework assignments because they did not have reliable technology access. Nearly one-in-five teens ages 13 to 17 (17%) said they are often or sometimes unable to complete homework assignments because they do not have reliable access to a computer or internet connection, a 2018 Center survey of U.S. teens found.

A bar chart showing that in 2018, Black teens and those from lower-income households were especially likely to be impacted by the digital 'homework gap'

One-quarter of Black teens said they were at least sometimes unable to complete their homework due to a lack of digital access, including 13% who said this happened to them often. Just 4% of White teens and 6% of Hispanic teens said this often happened to them. (There were not enough Asian respondents in the survey sample to be broken out into a separate analysis.)

A wide gap also existed by income level: 24% of teens whose annual family income was less than $30,000 said the lack of a dependable computer or internet connection often or sometimes prohibited them from finishing their homework, but that share dropped to 9% among teens who lived in households earning $75,000 or more a year.

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Homework in America

  • 2014 Brown Center Report on American Education

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Tom loveless tom loveless former brookings expert.

March 18, 2014

  • 18 min read

Part II of the 2014 Brown Center Report on American Education

part two cover

Homework!  The topic, no, just the word itself, sparks controversy.  It has for a long time. In 1900, Edward Bok, editor of the Ladies Home Journal , published an impassioned article, “A National Crime at the Feet of Parents,” accusing homework of destroying American youth.  Drawing on the theories of his fellow educational progressive, psychologist G. Stanley Hall (who has since been largely discredited), Bok argued that study at home interfered with children’s natural inclination towards play and free movement, threatened children’s physical and mental health, and usurped the right of parents to decide activities in the home.

The Journal was an influential magazine, especially with parents.  An anti-homework campaign burst forth that grew into a national crusade. [i]   School districts across the land passed restrictions on homework, culminating in a 1901 statewide prohibition of homework in California for any student under the age of 15.  The crusade would remain powerful through 1913, before a world war and other concerns bumped it from the spotlight.  Nevertheless, anti-homework sentiment would remain a touchstone of progressive education throughout the twentieth century.  As a political force, it would lie dormant for years before bubbling up to mobilize proponents of free play and “the whole child.” Advocates would, if educators did not comply, seek to impose homework restrictions through policy making.

Our own century dawned during a surge of anti-homework sentiment. From 1998 to 2003, Newsweek , TIME , and People , all major national publications at the time, ran cover stories on the evils of homework.  TIME ’s 1999 story had the most provocative title, “The Homework Ate My Family: Kids Are Dazed, Parents Are Stressed, Why Piling On Is Hurting Students.” People ’s 2003 article offered a call to arms: “Overbooked: Four Hours of Homework for a Third Grader? Exhausted Kids (and Parents) Fight Back.” Feature stories about students laboring under an onerous homework burden ran in newspapers from coast to coast. Photos of angst ridden children became a journalistic staple.

The 2003 Brown Center Report on American Education included a study investigating the homework controversy.  Examining the most reliable empirical evidence at the time, the study concluded that the dramatic claims about homework were unfounded.  An overwhelming majority of students, at least two-thirds, depending on age, had an hour or less of homework each night.  Surprisingly, even the homework burden of college-bound high school seniors was discovered to be rather light, less than an hour per night or six hours per week. Public opinion polls also contradicted the prevailing story.  Parents were not up in arms about homework.  Most said their children’s homework load was about right.  Parents wanting more homework out-numbered those who wanted less.

Now homework is in the news again.  Several popular anti-homework books fill store shelves (whether virtual or brick and mortar). [ii]   The documentary Race to Nowhere depicts homework as one aspect of an overwrought, pressure-cooker school system that constantly pushes students to perform and destroys their love of learning.  The film’s website claims over 6,000 screenings in more than 30 countries.  In 2011, the New York Times ran a front page article about the homework restrictions adopted by schools in Galloway, NJ, describing “a wave of districts across the nation trying to remake homework amid concerns that high stakes testing and competition for college have fueled a nightly grind that is stressing out children and depriving them of play and rest, yet doing little to raise achievement, especially in elementary grades.”   In the article, Vicki Abeles, the director of Race to Nowhere , invokes the indictment of homework lodged a century ago, declaring, “The presence of homework is negatively affecting the health of our young people and the quality of family time.” [iii] 

A petition for the National PTA to adopt “healthy homework guidelines” on change.org currently has 19,000 signatures.  In September 2013, Atlantic featured an article, “My Daughter’s Homework is Killing Me,” by a Manhattan writer who joined his middle school daughter in doing her homework for a week.  Most nights the homework took more than three hours to complete.

The Current Study

A decade has passed since the last Brown Center Report study of homework, and it’s time for an update.  How much homework do American students have today?  Has the homework burden increased, gone down, or remained about the same?  What do parents think about the homework load?

A word on why such a study is important.  It’s not because the popular press is creating a fiction.  The press accounts are built on the testimony of real students and real parents, people who are very unhappy with the amount of homework coming home from school.  These unhappy people are real—but they also may be atypical.  Their experiences, as dramatic as they are, may not represent the common experience of American households with school-age children.  In the analysis below, data are analyzed from surveys that are methodologically designed to produce reliable information about the experiences of all Americans.  Some of the surveys have existed long enough to illustrate meaningful trends.  The question is whether strong empirical evidence confirms the anecdotes about overworked kids and outraged parents.

Data from the National Assessment of Educational Progress (NAEP) provide a good look at trends in homework for nearly the past three decades.  Table 2-1 displays NAEP data from 1984-2012.  The data are from the long-term trend NAEP assessment’s student questionnaire, a survey of homework practices featuring both consistently-worded questions and stable response categories.  The question asks: “How much time did you spend on homework yesterday?”  Responses are shown for NAEP’s three age groups: 9, 13, and 17. [iv]

Table 21

Today’s youngest students seem to have more homework than in the past.  The first three rows of data for age 9 reveal a shift away from students having no homework, declining from 35% in 1984 to 22% in 2012.  A slight uptick occurred from the low of 18% in 2008, however, so the trend may be abating.  The decline of the “no homework” group is matched by growth in the percentage of students with less than an hour’s worth, from 41% in 1984 to 57% in 2012. The share of students with one to two hours of homework changed very little over the entire 28 years, comprising 12% of students in 2012.  The group with the heaviest load, more than two hours of homework, registered at 5% in 2012.  It was 6% in 1984.

The amount of homework for 13-year-olds appears to have lightened slightly. Students with one to two hours of homework declined from 29% to 23%.  The next category down (in terms of homework load), students with less than an hour, increased from 36% to 44%.  One can see, by combining the bottom two rows, that students with an hour or more of homework declined steadily from 1984 to 2008 (falling from 38% to 27%) and then ticked up to 30% in 2012.  The proportion of students with the heaviest load, more than two hours, slipped from 9% in 1984 to 7% in 2012 and ranged between 7-10% for the entire period.

For 17-year-olds, the homework burden has not varied much.  The percentage of students with no homework has increased from 22% to 27%.  Most of that gain occurred in the 1990s. Also note that the percentage of 17-year-olds who had homework but did not do it was 11% in 2012, the highest for the three NAEP age groups.  Adding that number in with the students who didn’t have homework in the first place means that more than one-third of seventeen year olds (38%) did no homework on the night in question in 2012.  That compares with 33% in 1984.  The segment of the 17-year-old population with more than two hours of homework, from which legitimate complaints of being overworked might arise, has been stuck in the 10%-13% range.

The NAEP data point to four main conclusions:

  • With one exception, the homework load has remained remarkably stable since 1984.
  • The exception is nine-year-olds.  They have experienced an increase in homework, primarily because many students who once did not have any now have some.  The percentage of nine-year-olds with no homework fell by 13 percentage points, and the percentage with less than an hour grew by 16 percentage points.
  • Of the three age groups, 17-year-olds have the most bifurcated distribution of the homework burden.   They have the largest percentage of kids with no homework (especially when the homework shirkers are added in) and the largest percentage with more than two hours.
  • NAEP data do not support the idea that a large and growing number of students have an onerous amount of homework.  For all three age groups, only a small percentage of students report more than two hours of homework.  For 1984-2012, the size of the two hours or more groups ranged from 5-6% for age 9, 6-10% for age 13, and 10-13% for age 17.

Note that the item asks students how much time they spent on homework “yesterday.”  That phrasing has the benefit of immediacy, asking for an estimate of precise, recent behavior rather than an estimate of general behavior for an extended, unspecified period.  But misleading responses could be generated if teachers lighten the homework of NAEP participants on the night before the NAEP test is given.  That’s possible. [v] Such skewing would not affect trends if it stayed about the same over time and in the same direction (teachers assigning less homework than usual on the day before NAEP).  Put another way, it would affect estimates of the amount of homework at any single point in time but not changes in the amount of homework between two points in time.

A check for possible skewing is to compare the responses above with those to another homework question on the NAEP questionnaire from 1986-2004 but no longer in use. [vi]   It asked students, “How much time do you usually spend on homework each day?” Most of the response categories have different boundaries from the “last night” question, making the data incomparable.  But the categories asking about no homework are comparable.  Responses indicating no homework on the “usual” question in 2004 were: 2% for age 9-year-olds, 5% for 13 year olds, and 12% for 17-year-olds.  These figures are much less than the ones reported in Table 2-1 above.  The “yesterday” data appear to overstate the proportion of students typically receiving no homework.

The story is different for the “heavy homework load” response categories.  The “usual” question reported similar percentages as the “yesterday” question.  The categories representing the most amount of homework were “more than one hour” for age 9 and “more than two hours” for ages 13 and 17.   In 2004, 12% of 9-year-olds said they had more than one hour of daily homework, while 8% of 13-year-olds and 12% of 17-year-olds said they had more than two hours.  For all three age groups, those figures declined from1986 to 2004. The decline for age 17 was quite large, falling from 17% in 1986 to 12% in 2004.  

The bottom line: regardless of how the question is posed, NAEP data do not support the view that the homework burden is growing, nor do they support the belief that the proportion of students with a lot of homework has increased in recent years.  The proportion of students with no homework is probably under-reported on the long-term trend NAEP.  But the upper bound of students with more than two hours of daily homework appears to be about 15%–and that is for students in their final years of high school.

College Freshmen Look Back  

There is another good source of information on high school students’ homework over several decades.  The Higher Education Research Institute at UCLA conducts an annual survey of college freshmen that began in 1966.  In 1986, the survey started asking a series of questions regarding how students spent time in the final year of high school.  Figure 2-1 shows the 2012 percentages for the dominant activities.  More than half of college freshmen say they spent at least six hours per week socializing with friends (66.2%) and exercising/sports (53.0%).  About 40% devoted that much weekly time to paid employment.

Figure 21

Homework comes in fourth pace. Only 38.4% of students said they spent at least six hours per week studying or doing homework. When these students were high school seniors, it was not an activity central to their out of school lives.  That is quite surprising.  Think about it.  The survey is confined to the nation’s best students, those attending college.  Gone are high school dropouts.  Also not included are students who go into the military or attain full time employment immediately after high school.  And yet only a little more than one-third of the sampled students, devoted more than six hours per week to homework and studying when they were on the verge of attending college.

Another notable finding from the UCLA survey is how the statistic is trending (see Figure 2-2).  In 1986, 49.5% reported spending six or more hours per week studying and doing homework.  By 2002, the proportion had dropped to 33.4%.  In 2012, as noted in Figure 2-1, the statistic had bounced off the historical lows to reach 38.4%.  It is slowly rising but still sits sharply below where it was in 1987.

Figure 22

What Do Parents Think?

Met Life has published an annual survey of teachers since 1984.  In 1987 and 2007, the survey included questions focusing on homework and expanded to sample both parents and students on the topic. Data are broken out for secondary and elementary parents and for students in grades 3-6 and grades 7-12 (the latter not being an exact match with secondary parents because of K-8 schools).

Table 2-2 shows estimates of homework from the 2007 survey.  Respondents were asked to estimate the amount of homework on a typical school day (Monday-Friday).  The median estimate of each group of respondents is shaded.  As displayed in the first column, the median estimate for parents of an elementary student is that their child devotes about 30 minutes to homework on the typical weekday.  Slightly more than half (52%) estimate 30 minutes or less; 48% estimate 45 minutes or more.  Students in grades 3-6 (third column) give a median estimate that is a bit higher than their parents’ (45 minutes), with almost two-thirds (63%) saying 45 minutes or less is the typical weekday homework load.

Table 22

One hour of homework is the median estimate for both secondary parents and students in grade 7-12, with 55% of parents reporting an hour or less and about two-thirds (67%) of students reporting the same.  As for the prevalence of the heaviest homework loads, 11% of secondary parents say their children spend more than two hours on weekday homework, and 12% is the corresponding figure for students in grades 7-12.

The Met Life surveys in 1987 and 2007 asked parents to evaluate the amount and quality of homework.  Table 2-3 displays the results.  There was little change over the two decades separating the two surveys.  More than 60% of parents rate the amount of homework as good or excellent, and about two-thirds give such high ratings to the quality of the homework their children are receiving.  The proportion giving poor ratings to either the quantity or quality of homework did not exceed 10% on either survey.

Table23

Parental dissatisfaction with homework comes in two forms: those who feel schools give too much homework and those who feel schools do not give enough.  The current wave of journalism about unhappy parents is dominated by those who feel schools give too much homework.  How big is this group?  Not very big (see Figure 2-3). On the Met Life survey, 60% of parents felt schools were giving the right amount of homework, 25% wanted more homework, and only 15% wanted less.

Figure 23

National surveys on homework are infrequent, but the 2006-2007 period had more than one.  A poll conducted by Public Agenda in 2006 reported similar numbers as the Met Life survey: 68% of parents describing the homework load as “about right,” 20% saying there is “too little homework,” and 11% saying there is “too much homework.”  A 2006 AP-AOL poll found the highest percentage of parents reporting too much homework, 19%.  But even in that poll, they were outnumbered by parents believing there is too little homework (23%), and a clear majority (57%) described the load as “about right.”  A 2010 local survey of Chicago parents conducted by the Chicago Tribune reported figures similar to those reported above: approximately two-thirds of parents saying their children’s homework load is “about right,” 21% saying it’s not enough, and 12% responding that the homework load is too much.

Summary and Discussion

In recent years, the press has been filled with reports of kids over-burdened with homework and parents rebelling against their children’s oppressive workload. The data assembled above call into question whether that portrait is accurate for the typical American family.  Homework typically takes an hour per night.  The homework burden of students rarely exceeds two hours a night.  The upper limit of students with two or more hours per night is about 15% nationally—and that is for juniors or seniors in high school.  For younger children, the upper boundary is about 10% who have such a heavy load.  Polls show that parents who want less homework range from 10%-20%, and that they are outnumbered—in every national poll on the homework question—by parents who want more homework, not less.  The majority of parents describe their children’s homework burden as about right.

So what’s going on?  Where are the homework horror stories coming from?

The Met Life survey of parents is able to give a few hints, mainly because of several questions that extend beyond homework to other aspects of schooling.  The belief that homework is burdensome is more likely held by parents with a larger set of complaints and concerns.  They are alienated from their child’s school.  About two in five parents (19%) don’t believe homework is important.  Compared to other parents, these parents are more likely to say too much homework is assigned (39% vs. 9%), that what is assigned is just busywork (57% vs. 36%), and that homework gets in the way of their family spending time together (51% vs. 15%).  They are less likely to rate the quality of homework as excellent (3% vs. 23%) or to rate the availability and responsiveness of teachers as excellent (18% vs. 38%). [vii]

They can also convince themselves that their numbers are larger than they really are.  Karl Taro Greenfeld, the author of the Atlantic article mentioned above, seems to fit that description.  “Every parent I know in New York City comments on how much homework their children have,” Mr. Greenfeld writes.  As for those parents who do not share this view? “There is always a clique of parents who are happy with the amount of homework. In fact, they would prefer more .  I tend not to get along with that type of parent.” [viii] 

Mr. Greenfeld’s daughter attends a selective exam school in Manhattan, known for its rigorous expectations and, yes, heavy homework load.  He had also complained about homework in his daughter’s previous school in Brentwood, CA.  That school was a charter school.  After Mr. Greenfeld emailed several parents expressing his complaints about homework in that school, the school’s vice-principal accused Mr. Greenfeld of cyberbullying.  The lesson here is that even schools of choice are not immune from complaints about homework.

The homework horror stories need to be read in a proper perspective.  They seem to originate from the very personal discontents of a small group of parents.  They do not reflect the experience of the average family with a school-age child.  That does not diminish these stories’ power to command the attention of school officials or even the public at large. But it also suggests a limited role for policy making in settling such disputes.  Policy is a blunt instrument.  Educators, parents, and kids are in the best position to resolve complaints about homework on a case by case basis.  Complaints about homework have existed for more than a century, and they show no signs of going away.

Part II Notes:

[i]Brian Gill and Steven Schlossman, “A Sin Against Childhood: Progressive Education and the Crusade to Abolish Homework, 1897-1941,” American Journal of Education , vol. 105, no. 1 (Nov., 1996), 27-66.  Also see Brian P. Gill and Steven L. Schlossman, “Villain or Savior? The American Discourse on Homework, 1850-2003,” Theory into Practice , 43, 3 (Summer 2004), pp. 174-181.

[ii] Bennett, Sara, and Nancy Kalish.  The Case Against Homework:  How Homework Is Hurting Our Children and What We Can Do About It   (New York:  Crown, 2006).  Buell, John.  Closing the Book on Homework: Enhancing Public Education and Freeing Family Time . (Philadelphia: Temple University Press, 2004). Kohn, Alfie.    The Homework Myth:  Why Our Kids Get Too Much of a Bad Thing  (Cambridge, MA: Da Capo Press, 2006).  Kralovec, Etta, and John Buell.  The End of Homework: How Homework Disrupts Families, Overburdens Children, and Limits Learning  (Boston: Beacon Press, 2000).

[iii] Hu, Winnie, “ New Recruit in Homework Revolt: The Principal ,” New York Times , June 15, 2011, page a1.

[iv] Data for other years are available on the NAEP Data Explorer.  For Table 1, the starting point of 1984 was chosen because it is the first year all three ages were asked the homework question.  The two most recent dates (2012 and 2008) were chosen to show recent changes, and the two years in the 1990s to show developments during that decade.

[v] NAEP’s sampling design lessens the probability of skewing the homework figure.  Students are randomly drawn from a school population, meaning that an entire class is not tested.  Teachers would have to either single out NAEP students for special homework treatment or change their established homework routine for the whole class just to shelter NAEP participants from homework.  Sampling designs that draw entact classrooms for testing (such as TIMSS) would be more vulnerable to this effect.  Moreover, students in middle and high school usually have several different teachers during the day, meaning that prior knowledge of a particular student’s participation in NAEP would probably be limited to one or two teachers.

[vi] NAEP Question B003801 for 9 year olds and B003901 for 13- and 17-year olds.

[vii] Met Life, Met Life Survey of the American Teacher: The Homework Experience , November 13, 2007, pp. 21-22.

[viii] Greenfeld, Karl Taro, “ My Daughter’s Homework Is Killing Me ,” The Atlantic , September 18, 2013.

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39 Homework Statistics to Know

Fact checked July, 2024 | 👨‍🎓Cite this article.

Hey there, fellow knowledge seekers and homework enthusiasts! As we dive into the homework scene of 2023, it’s time to unleash some mind-boggling, eyebrow-raising, and, dare I say, jaw-dropping statistics.

Homework, that age-old companion of every student, has its quirks, surprises, and even a few eyebrow-raising moments that might make you go, “Wait, what?”

So, grab your favorite study snack, cozy up in your comfiest spot, and get ready to discover 39 Homework Statistics To Know in 2023 that is about to turn your life.

Homework Difficulty Statistics

This section will delve into the overarching theme of parental perceptions regarding homework difficulty.

It’s crucial to highlight that many parents believe their children’s homework is too easy. This sets the tone for the entire article, showcasing the prevalent sentiment among parents.

Math Homework: A Cakewalk for Many

This subsection focuses on the specific findings related to math homework. Nearly half of parents feel that math assignments are not challenging enough for their kids. By highlighting the 46% statistic, you’re emphasizing just how common this perception is.

Additionally, the 25% figure reveals that a quarter of parents do find math homework suitable in terms of difficulty, adding some balance to the discussion.

Lastly, the 29% neutral stance indicates that a significant portion of parents might not be entirely sure about the difficulty level, which could be explored further.

homework stats

Fact checked 2024 | 👨‍🎓Cite this stat. This image is copyright free.

Language Arts: Another “Too Easy” Contender

Similarly, this subsection addresses parental perceptions of language arts homework. Here, you reiterate the overall trend of parents thinking that their children’s assignments in this subject are also too easy, with 44% holding this view.

Again, you introduce a counterpoint with the 28% figure, showing that some parents feel the homework strikes the right balance. The 28% of parents offering no strong opinion reflects a significant portion that may be uncertain or indifferent about the difficulty level, which could be discussed in more depth.

homework stats

Homework Perception over Time

This section takes a broader look at the data by considering the surveys conducted in 2018, which serve as the foundation for these findings. It’s essential to provide context and historical perspective.

Discuss how these perceptions have remained consistent over time, indicating that parental views on homework difficulty have not shifted significantly between 2018 and 2023. This part of the article reinforces the idea that this is an ongoing concern among parents.

homework stats

Global Homework Assignments Statistics

In this section, we’ll explore the global perspective on homework assignments for fourth-grade students, as unveiled by the Trends in International Maths and Science Study (TIMSS).

The Worldwide Scope: TIMSS Homework Survey

In this subsection, we introduce the source of the statistics, the TIMSS survey, and emphasize its international significance in assessing homework trends. Highlight that this survey provides a snapshot of homework practices on a global scale.

homework stats

A Whopping 93%: Regular Homework Assignments

Here, we delve into the standout statistic: 93% of fourth-grade children worldwide regularly receive homework. Explain the significance of this high percentage and how it underscores the global prevalence of assigning homework as part of elementary education.

homework stats

The Minority: Students without Homework

This subsection focuses on the 7% of fourth-grade students who reported never or rarely receiving homework assignments.

Discuss the implications of this minority and how their educational experiences might differ from the majority. Highlight the importance of understanding these differences in the context of global education.

homework stats

Homework Digital Challenges Statistics

Now, let’s address a critical aspect of homework challenges in the digital age, particularly concerning internet access. A Pew Research poll, which surveyed 743 U.S. teenagers, unveils some eye-opening statistics about how internet access, or the lack thereof, impacts their ability to complete homework.

The Digital Homework Landscape: Insights from Pew Research

In this subsection, introduce the Pew Research poll as a reputable source of data, emphasizing its relevance in understanding the homework landscape for American teenagers.

Highlight that this survey sheds light on the digital disparities affecting homework completion.

homework stats

17% Struggle Due to Internet Access

This part zooms in on the standout statistic: 17% of U.S. teens regularly face difficulties in completing their homework because they lack reliable access to the internet.

Discuss the significance of this percentage and how it reflects the digital divide that affects a considerable portion of American students.

homework stats

Disparities across Demographics: A Closer Look

Here, you dive into the disparities among specific demographic groups. Mention that the digital divide isn’t uniform and affects some communities more than others.

Highlight the 25% figure, which represents Black American teens, and the 24% figure, which pertains to teens from families with an annual income below $30,000.

Discuss the implications of these disparities and how they compound the challenges already marginalized groups face.

homework stats

Parent’s Participation in Homework Statistics

Now, let’s explore parents’ pivotal role in their children’s homework. A study conducted with 27,500 parents from around the world uncovers some intriguing statistics regarding the time and effort parents invest in their children’s homework.

A Global Snapshot: Examining Parental Involvement

This subsection introduces the study as a comprehensive look at parental involvement in homework and its worldwide significance. Emphasize that this study offers a global snapshot of how parents are engaging with their children’s academic work.

homework stats

The Average: 6.7 Hours per Week

Here, focus on the central statistic: parents spend an average of 6.7 hours per week assisting their children with homework. Explain how this figure reflects parents’ substantial commitment to support their child’s education.

homework stats

Going the Extra Mile: 25% Dedicate Over 7 Hours

Highlight the 25% of parents who go above and beyond, dedicating more than 7 hours per week to their child’s homework. Discuss the potential reasons for this higher level of involvement and the impact it may have on a child’s academic performance.

homework stats

International Contrasts: A Closer Look

This subsection delves into the international disparities in parental involvement. Compare the 6.2 hours spent by American parents to the 12 hours committed by Indian parents and the 2.6 hours invested by Japanese parents.

Explore the cultural and educational factors that might contribute to these variations in parental engagement.

homework stats

Homework Time Statistics

Now, let’s delve into the correlation between homework hours and academic performance, focusing on high-performing high schools.

A study conducted by Galloway, Conner & Pope provides valuable insights into this relationship, drawing from a sample of 4,317 students across ten high-performing high schools in upper-middle-class California.

Investigating High-Performing Schools: The Study

In this subsection, introduce the study by Galloway, Conner & Pope as a significant research endeavor. Highlight the sample size and the specific context of the high-performing schools in California.

homework stats

The Homework Load: 3.1 Hours per Night

Students in these high-performing schools reported spending an average of 3.1 hours per night on homework. Discuss the implications of this workload and how it might contribute to the academic success of these students.

homework stats

A Path to Higher Education: 93% College Enrollment

Shift the focus to the long-term outcomes. Mention that 93% of graduates from these high-performing schools went on to enroll in college.

Explore the potential link between the rigorous homework expectations in these schools and the high college enrollment rate, emphasizing the importance of effective homework practices in preparing students for higher education.

homework stats

Homework Stress among Teens Statistics

In this section, we’ll uncover the less-discussed aspect of homework—the stress it can generate among teenagers. Two studies shed light on the prevalence of homework-related stress, highlighting its significant impact on the well-being of students.

Homework Stress in Focus: Insights from the Better Sleep Council

Introduce the source of the statistics, the Better Sleep Council’s study, as a valuable contributor to understanding the stress levels associated with homework. Emphasize that this study reveals a concerning trend among students.

homework stats

The Overwhelming Majority: 74% Stress Over Homework

74% of students consider homework a source of stress. Discuss how this percentage ranks second only to school grades, underlining the profound influence of homework on students’ emotional well-being.

homework stats

Gender Disparities: Girls Bear the Brunt

Highlight the gender-based differences in stress levels, with 80% of girls citing homework as a source of stress. Discuss potential reasons for this gender disparity and its implications for girls’ mental health.

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Homework as a Primary Stressor: Findings from Galloway, Conner & Pope (2013)

Incorporate findings from the 2013 study by Galloway, Conner & Pope, which also delves into the stress factor associated with homework.

homework stats

The Burden on Teens: 56% Cite Homework as a Primary Stressor

Discuss the study’s conclusion that 56% of students consider homework a “primary stressor” in their lives. Elaborate on the implications of homework-related stress on overall student well-being and academic performance.

homework stats

U.S. Homework Overload Statistic

In this section, we’ll delve into the staggering amount of time that U.S. teenagers dedicate to homework and its implications on their daily lives.

Homework Hours in the U.S.: Insights from the Better Sleep Council

Introduce the Better Sleep Council’s study as a source of critical data on the homework habits of American teenagers, emphasizing the study’s relevance in understanding the extent of homework hours.

homework stats

The Average Load: Over 2 Hours per School Night

U.S. teenagers spend more than 2 hours per school night on homework, which accumulates to a whopping 15 hours or more per week. Discuss how this level of homework commitment impacts their daily routines and activities.

homework stats

Beyond the Norm: The 4% Homework Marathon

Delve into the surprising revelation that 4% of U.S. teenagers report doing more than 6 hours of homework per night, nearly equaling the number of hours in a school day. Explore the potential reasons for this extreme workload and its consequences on their well-being.

homework stats

The Electronics Dilemma: A Shift in Focus

Highlight the study’s finding that the only activity U.S. teens reported spending more time on than homework is electronics-related activities, including using phones, playing video games, and watching TV.

Discuss how this shift in focus towards screen time might impact their overall productivity and well-being.

homework stats

Homework Guidelines Statistics

In this section, we’ll explore the widely endorsed but somewhat controversial “10-Minute Rule” for homework, as well as its implications and limitations.

The NEA’s Homework Guidelines: A General Rule of Thumb

Introduce the National Education Association’s (NEA) endorsement of the “10-Minute Rule” as a commonly cited guideline for homework. Explain how this rule suggests that students should spend 10 minutes per night per grade level on homework.

homework stats

The Grade-to-Minutes Ratio: An Example

Provide a clear example to illustrate the rule: for each grade, students are expected to do an additional 10 minutes of homework. For instance, a 3rd grader should do 30 minutes of homework per night, while a 4th grader should dedicate 40 minutes.

homework stats

Examining the Basis: Lack of Concrete Research

Acknowledge the controversy surrounding this rule by pointing out that it lacks a strong foundation in research. Discuss how educators and researchers have questioned the validity of this guideline and its applicability to all students.

homework stats

Homework’s Diminishing Returns: The Two-Hour Limit

While the “10-Minute Rule” may not have solid research support, there’s consensus that homework benefits are likely to diminish after 2 hours (120 minutes) per night.

Discuss the practical implications of this limit, particularly for high school students who may be following NEA guidelines.

homework stats

Parents’ Involvement Challenges in Homework Statistics

In this section, let’s shed light on parents’ challenges when it comes to involvement in their children’s homework, as revealed by an online poll of nearly 300 parents.

The Poll: Insights into Parental Involvement

Introduce the online poll as a valuable source of insights into parental attitudes and challenges related to their children’s homework. Emphasize its relevance in understanding the dynamics between parents and homework.

homework stats

The Time Crunch: 21.9% Too Busy for Homework

21.9% of parents report being too busy to review their children’s homework. Discuss the implications of this time constraint and how it affects their ability to support their child’s education.

homework stats

A Different Challenge: 31.6% Due to Children’s Independence

31.6% of parents do not review their children’s homework because their children prefer to handle it independently. Explore the complexities of this situation, where children’s self-sufficiency can be a double-edged sword, leading to parental frustration.

homework stats

The Parent-Child Dynamic: Frustration and Support

Highlight the emotional dimension of this issue, emphasizing that for some parents, their children’s unwillingness to accept their help with homework is a source of frustration. Discuss the potential impact of this dynamic on parent-child relationships and the learning process.

homework stats

Parental Challenges with Homework Difficulty Statistics

This section focuses on parents’ difficulties when assisting their children with homework, as revealed by the same online poll.

The Confusion Factor: Parents Find Homework Challenging

Introduce the poll’s findings regarding parental struggles with homework. Emphasize that a significant 46.5% of parents find homework too hard, highlighting the challenge they face in understanding and helping their children with assignments.

homework stats

Age Ambiguity: Missing Data and the Need for Clarity

Discuss a limitation of the study: the absence of information about the age of the students. Explain that this missing data makes it challenging to fully grasp the extent of the issue, as homework difficulty can vary significantly depending on the grade level and subject matter.

homework stats

A Complex Challenge: Parental Support and Learning Barriers

Highlight the complexity of the situation, where parents’ own difficulties with homework can hinder their ability to support their children’s learning.

homework stats

And there you have it, folks – 39 Homework Statistics to Know in 2023 that have given us a peek into the ever-evolving world of academia and late-night study sessions.

From parents’ perceptions to students’ stress levels, from the ideal homework duration to the global homework landscape, we’ve covered it all, sprinkled with a dash of curiosity and a pinch of amazement.

Here’s to the quest for knowledge, the pursuit of excellence, and the occasional “Eureka!” moment amidst the sea of assignments. So, until next time, keep those pencils sharpened, those laptops charged, and those curious minds always engaged. Happy studying!

Frequently Asked Questions

1. what is the optimal amount of time for students to spend on homework.

Research suggests that an ideal range is one to two hours per night for students. However, the quality of homework matters more than quantity, and spending over two hours may lead to diminishing returns.

2. Are parents often stressed about their children’s homework?

Yes, homework can be a significant source of stress for both students and parents. According to surveys, around 74% of teenagers find homework stressful, and this can also impact parents, especially if they struggle to assist their children with their assignments.

3. How do parents balance their busy schedules with helping their children with homework?

It’s a challenge. Around 21.9% of parents report being too busy to review their children’s homework. Additionally, 31.6% of parents don’t look at their children’s homework because their kids prefer to handle it independently, which can be a source of frustration.

4. What’s the recommended guideline for homework duration for students?

The National Education Association (NEA) suggests the “10-Minute Rule,” where students should spend 10 minutes per night per grade level on homework. For instance, a 3rd grader would have 30 minutes of homework. However, this rule lacks robust research support.

5. How much time do U.S. teenagers typically spend on homework?

U.S. teenagers, on average, dedicate over 15 hours per week to homework, with over 2 hours per school night. Some even report doing more than 6 hours of homework per night. This extensive workload can significantly impact their daily routines and activities.

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More than two hours of homework may be counterproductive, research suggests.

Education scholar Denise Pope has found that too much homework has negative impacts on student well-being and behavioral engagement (Shutterstock)

A Stanford education 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," said Pope, who is also a co-founder of Challenge Success , a nonprofit organization affiliated with the GSE that conducts research and works with schools and parents to improve students' educational experiences..   Pope 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.

Clifton B. Parker is a writer at the Stanford News Service .

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Albaraa Basfar, a Stanford postdoc in a pilot fellowship program led by the GSE and the School of Medicine, presents research in progress at a meeting in March.

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1.1 Definitions of Statistics, Probability, and Key Terms

For each of the following eight exercises, identify: a. the population, b. the sample, c. the parameter, d. the statistic, e. the variable, and f. the data. Give examples where appropriate.

A fitness center is interested in the mean amount of time a client exercises in the center each week.

Ski resorts are interested in the mean age that children take their first ski and snowboard lessons. They need this information to plan their ski classes optimally.

A cardiologist is interested in the mean recovery period of her patients who have had heart attacks.

Insurance companies are interested in the mean health costs each year of their clients, so that they can determine the costs of health insurance.

A politician is interested in the proportion of voters in his district who think he is doing a good job.

A marriage counselor is interested in the proportion of clients she counsels who stay married.

Political pollsters may be interested in the proportion of people who will vote for a particular cause.

A marketing company is interested in the proportion of people who will buy a particular product.

Use the following information to answer the next three exercises: A Lake Tahoe Community College instructor is interested in the mean number of days Lake Tahoe Community College math students are absent from class during a quarter.

What is the population she is interested in?

  • all Lake Tahoe Community College students
  • all Lake Tahoe Community College English students
  • all Lake Tahoe Community College students in her classes
  • all Lake Tahoe Community College math students

Consider the following:

X X = number of days a Lake Tahoe Community College math student is absent

In this case, X is an example of a:

  • population.

The instructor’s sample produces a mean number of days absent of 3.5 days. This value is an example of a:

1.2 Data, Sampling, and Variation in Data and Sampling

For the following exercises, identify the type of data that would be used to describe a response (quantitative discrete, quantitative continuous, or qualitative), and give an example of the data.

number of tickets sold to a concert

percent of body fat

favorite baseball team

time in line to buy groceries

number of students enrolled at Evergreen Valley College

most-watched television show

brand of toothpaste

distance to the closest movie theatre

age of executives in Fortune 500 companies

number of competing computer spreadsheet software packages

Use the following information to answer the next two exercises: A study was done to determine the age, number of times per week, and the duration (amount of time) of resident use of a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every 8th house in the neighborhood around the park was interviewed.

“Number of times per week” is what type of data?

  • qualitative
  • quantitative discrete
  • quantitative continuous

“Duration (amount of time)” is what type of data?

Airline companies are interested in the consistency of the number of babies on each flight, so that they have adequate safety equipment. Suppose an airline conducts a survey. Over Thanksgiving weekend, it surveys six flights from Boston to Salt Lake City to determine the number of babies on the flights. It determines the amount of safety equipment needed by the result of that study.

  • Using complete sentences, list three things wrong with the way the survey was conducted.
  • Using complete sentences, list three ways that you would improve the survey if it were to be repeated.

Suppose you want to determine the mean number of students per statistics class in your state. Describe a possible sampling method in three to five complete sentences. Make the description detailed.

Suppose you want to determine the mean number of cans of soda drunk each month by students in their twenties at your school. Describe a possible sampling method in three to five complete sentences. Make the description detailed.

List some practical difficulties involved in getting accurate results from a telephone survey.

List some practical difficulties involved in getting accurate results from a mailed survey.

With your classmates, brainstorm some ways you could overcome these problems if you needed to conduct a phone or mail survey.

The instructor takes her sample by gathering data on five randomly selected students from each Lake Tahoe Community College math class. The type of sampling she used is

  • cluster sampling
  • stratified sampling
  • simple random sampling
  • convenience sampling

A study was done to determine the age, number of times per week, and the duration (amount of time) of residents using a local park in San Jose. The first house in the neighborhood around the park was selected randomly and then every eighth house in the neighborhood around the park was interviewed. The sampling method was:

  • simple random

Name the sampling method used in each of the following situations:

  • A woman in the airport is handing out questionnaires to travelers asking them to evaluate the airport’s service. She does not ask travelers who are hurrying through the airport with their hands full of luggage, but instead asks all travelers who are sitting near gates and not taking naps while they wait.
  • A teacher wants to know if her students are doing homework, so she randomly selects rows two and five and then calls on all students in row two and all students in row five to present the solutions to homework problems to the class.
  • The marketing manager for an electronics chain store wants information about the ages of its customers. Over the next two weeks, at each store location, 100 randomly selected customers are given questionnaires to fill out asking for information about age, as well as about other variables of interest.
  • The librarian at a public library wants to determine what proportion of the library users are children. The librarian has a tally sheet on which she marks whether books are checked out by an adult or a child. She records this data for every fourth patron who checks out books.
  • A political party wants to know the reaction of voters to a debate between the candidates. The day after the debate, the party’s polling staff calls 1,200 randomly selected phone numbers. If a registered voter answers the phone or is available to come to the phone, that registered voter is asked whom he or she intends to vote for and whether the debate changed his or her opinion of the candidates.

A “random survey” was conducted of 3,274 people of the “microprocessor generation” (people born since 1971, the year the microprocessor was invented). It was reported that 48% of those individuals surveyed stated that if they had $2,000 to spend, they would use it for computer equipment. Also, 66% of those surveyed considered themselves relatively savvy computer users.

  • Do you consider the sample size large enough for a study of this type? Why or why not?
  • Based on your “gut feeling,” do you believe the percents accurately reflect the U.S. population for those individuals born since 1971? If not, do you think the percents of the population are actually higher or lower than the sample statistics? Why? Additional information: The survey, reported by Intel Corporation, was filled out by individuals who visited the Los Angeles Convention Center to see the Smithsonian Institute's road show called “America’s Smithsonian.”
  • With this additional information, do you feel that all demographic and ethnic groups were equally represented at the event? Why or why not?
  • With the additional information, comment on how accurately you think the sample statistics reflect the population parameters.

The Well-Being Index is a survey that follows trends of U.S. residents on a regular basis. There are six areas of health and wellness covered in the survey: Life Evaluation, Emotional Health, Physical Health, Healthy Behavior, Work Environment, and Basic Access. Some of the questions used to measure the Index are listed below.

Identify the type of data obtained from each question used in this survey: qualitative, quantitative discrete, or quantitative continuous.

  • Do you have any health problems that prevent you from doing any of the things people your age can normally do?
  • During the past 30 days, for about how many days did poor health keep you from doing your usual activities?
  • In the last seven days, on how many days did you exercise for 30 minutes or more?
  • Do you have health insurance coverage?

In advance of the 1936 Presidential Election, a magazine titled Literary Digest released the results of an opinion poll predicting that the republican candidate Alf Landon would win by a large margin. The magazine sent post cards to approximately 10,000,000 prospective voters. These prospective voters were selected from the subscription list of the magazine, from automobile registration lists, from phone lists, and from club membership lists. Approximately 2,300,000 people returned the postcards.

  • Think about the state of the United States in 1936. Explain why a sample chosen from magazine subscription lists, automobile registration lists, phone books, and club membership lists was not representative of the population of the United States at that time.
  • What effect does the low response rate have on the reliability of the sample?
  • Are these problems examples of sampling error or nonsampling error?
  • During the same year, George Gallup conducted his own poll of 30,000 prospective voters. These researchers used a method they called "quota sampling" to obtain survey answers from specific subsets of the population. Quota sampling is an example of which sampling method described in this module?

Crime-related and demographic statistics for 47 US states in 1960 were collected from government agencies, including the FBI's Uniform Crime Report . One analysis of this data found a strong connection between education and crime indicating that higher levels of education in a community correspond to higher crime rates.

Which of the potential problems with samples discussed in 1.2 Data, Sampling, and Variation in Data and Sampling could explain this connection?

YouPolls is a website that allows anyone to create and respond to polls. One question posted April 15 asks:

“Do you feel happy paying your taxes when members of the Obama administration are allowed to ignore their tax liabilities?” (lastbaldeagle. 2013. On Tax Day, House to Call for Firing Federal Workers Who Owe Back Taxes. Opinion poll posted online at: http://www.youpolls.com/details.aspx?id=12328 (accessed May 1, 2013).)

As of April 25, 11 people responded to this question. Each participant answered “NO!”

Which of the potential problems with samples discussed in this module could explain this connection?

A scholarly article about response rates begins with the following quote:

“Declining contact and cooperation rates in random digit dial (RDD) national telephone surveys raise serious concerns about the validity of estimates drawn from such research.”(Scott Keeter et al., “Gauging the Impact of Growing Nonresponse on Estimates from a National RDD Telephone Survey,” Public Opinion Quarterly 70 no. 5 (2006), http://poq.oxfordjournals.org/content/70/5/759.full (accessed May 1, 2013).)

The Pew Research Center for People and the Press admits:

“The percentage of people we interview – out of all we try to interview – has been declining over the past decade or more.” (Frequently Asked Questions, Pew Research Center for the People & the Press, http://www.people-press.org/methodology/frequently-asked-questions/#dont-you-have-trouble-getting-people-to-answer-your-polls (accessed May 1, 2013).)

  • What are some reasons for the decline in response rate over the past decade?
  • Explain why researchers are concerned with the impact of the declining response rate on public opinion polls.

1.3 Frequency, Frequency Tables, and Levels of Measurement

Fifty part-time students were asked how many courses they were taking this term. The (incomplete) results are shown below:

# of Courses Frequency Relative Frequency Cumulative Relative Frequency
1 30 0.6
2 15
3
  • Fill in the blanks in Table 1.33 .
  • What percent of students take exactly two courses?
  • What percent of students take one or two courses?

Sixty adults with gum disease were asked the number of times per week they used to floss before their diagnosis. The (incomplete) results are shown in Table 1.34 .

# Flossing per Week Frequency Relative Frequency Cumulative Relative Freq.
0 27 0.4500
1 18
3 0.9333
6 3 0.0500
7 1 0.0167
  • Fill in the blanks in Table 1.34 .
  • What percent of adults flossed six times per week?
  • What percent flossed at most three times per week?

Nineteen immigrants to the U.S were asked how many years, to the nearest year, they have lived in the U.S. The data are as follows: 2 ; 5 ; 7 ; 2 ; 2 ; 10 ; 20 ; 15 ; 0 ; 7 ; 0 ; 20 ; 5 ; 12 ; 15 ; 12 ; 4 ; 5 ; 10 .

Table 1.35 was produced.

Data Frequency Relative Frequency Cumulative Relative Frequency
0 2 0.1053
2 3 0.2632
4 1 0.3158
5 3 0.4737
7 2 0.5789
10 2 0.6842
12 2 0.7895
15 1 0.8421
20 1 1.0000
  • Fix the errors in Table 1.35 . Also, explain how someone might have arrived at the incorrect number(s).
  • Explain what is wrong with this statement: “47 percent of the people surveyed have lived in the U.S. for 5 years.”
  • Fix the statement in b to make it correct.
  • What fraction of the people surveyed have lived in the U.S. five or seven years?
  • What fraction of the people surveyed have lived in the U.S. at most 12 years?
  • What fraction of the people surveyed have lived in the U.S. fewer than 12 years?
  • What fraction of the people surveyed have lived in the U.S. from five to 20 years, inclusive?

How much time does it take to travel to work? Table 1.36 shows the mean commute time by state for workers at least 16 years old who are not working at home. Find the mean travel time, and round off the answer properly.

24.0 24.3 25.9 18.9 27.5 17.9 21.8 20.9 16.7 27.3
18.2 24.7 20.0 22.6 23.9 18.0 31.4 22.3 24.0 25.5
24.7 24.6 28.1 24.9 22.6 23.6 23.4 25.7 24.8 25.5
21.2 25.7 23.1 23.0 23.9 26.0 16.3 23.1 21.4 21.5
27.0 27.0 18.6 31.7 23.3 30.1 22.9 23.3 21.7 18.6

Forbes magazine published data on the best small firms in 2012. These were firms which had been publicly traded for at least a year, have a stock price of at least $5 per share, and have reported annual revenue between $5 million and $1 billion. Table 1.37 shows the ages of the chief executive officers for the first 60 ranked firms.

Age Frequency Relative Frequency Cumulative Relative Frequency
40–44 3
45–49 11
50–54 13
55–59 16
60–64 10
65–69 6
70–74 1
  • What is the frequency for CEO ages between 54 and 65?
  • What percentage of CEOs are 65 years or older?
  • What is the relative frequency of ages under 50?
  • What is the cumulative relative frequency for CEOs younger than 55?
  • Which graph shows the relative frequency and which shows the cumulative relative frequency?

Use the following information to answer the next two exercises: Table 1.38 contains data on hurricanes that have made direct hits on the U.S. Between 1851 and 2004. A hurricane is given a strength category rating based on the minimum wind speed generated by the storm.

Category Number of Direct Hits Relative Frequency Cumulative Frequency
1 109 0.3993 0.3993
2 72 0.2637 0.6630
3 71 0.2601
4 18 0.9890
5 3 0.0110 1.0000
Total = 273

What is the relative frequency of direct hits that were category 4 hurricanes?

  • Not enough information to calculate

What is the relative frequency of direct hits that were AT MOST a category 3 storm?

1.4 Experimental Design and Ethics

How does sleep deprivation affect your ability to drive? A recent study measured the effects on 19 professional drivers. Each driver participated in two experimental sessions: one after normal sleep and one after 27 hours of total sleep deprivation. The treatments were assigned in random order. In each session, performance was measured on a variety of tasks including a driving simulation.

Use key terms from this module to describe the design of this experiment.

An advertisement for Acme Investments displays the two graphs in Figure 1.14 to show the value of Acme’s product in comparison with the Other Guy’s product. Describe the potentially misleading visual effect of these comparison graphs. How can this be corrected?

The graph in Figure 1.15 shows the number of complaints for six different airlines as reported to the US Department of Transportation in February 2013. Alaska, Pinnacle, and Airtran Airlines have far fewer complaints reported than American, Delta, and United. Can we conclude that American, Delta, and United are the worst airline carriers since they have the most complaints?

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  • Authors: Barbara Illowsky, Susan Dean
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  • Book title: Introductory Statistics
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  • Location: Houston, Texas
  • Book URL: https://openstax.org/books/introductory-statistics/pages/1-introduction
  • Section URL: https://openstax.org/books/introductory-statistics/pages/1-homework

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Homework – Top 3 Pros and Cons

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Pro/Con Arguments | Discussion Questions | Take Action | Sources | More Debates

homework stats

From dioramas to book reports, from algebraic word problems to research projects, whether students should be given homework, as well as the type and amount of homework, has been debated for over a century. [ 1 ]

While we are unsure who invented homework, we do know that the word “homework” dates back to ancient Rome. Pliny the Younger asked his followers to practice their speeches at home. Memorization exercises as homework continued through the Middle Ages and Enlightenment by monks and other scholars. [ 45 ]

In the 19th century, German students of the Volksschulen or “People’s Schools” were given assignments to complete outside of the school day. This concept of homework quickly spread across Europe and was brought to the United States by Horace Mann , who encountered the idea in Prussia. [ 45 ]

In the early 1900s, progressive education theorists, championed by the magazine Ladies’ Home Journal , decried homework’s negative impact on children’s physical and mental health, leading California to ban homework for students under 15 from 1901 until 1917. In the 1930s, homework was portrayed as child labor, which was newly illegal, but the prevailing argument was that kids needed time to do household chores. [ 1 ] [ 2 ] [ 45 ] [ 46 ]

Public opinion swayed again in favor of homework in the 1950s due to concerns about keeping up with the Soviet Union’s technological advances during the Cold War . And, in 1986, the US government included homework as an educational quality boosting tool. [ 3 ] [ 45 ]

A 2014 study found kindergarteners to fifth graders averaged 2.9 hours of homework per week, sixth to eighth graders 3.2 hours per teacher, and ninth to twelfth graders 3.5 hours per teacher. A 2014-2019 study found that teens spent about an hour a day on homework. [ 4 ] [ 44 ]

Beginning in 2020, the COVID-19 pandemic complicated the very idea of homework as students were schooling remotely and many were doing all school work from home. Washington Post journalist Valerie Strauss asked, “Does homework work when kids are learning all day at home?” While students were mostly back in school buildings in fall 2021, the question remains of how effective homework is as an educational tool. [ 47 ]

Is Homework Beneficial?

Pro 1 Homework improves student achievement. Studies have shown that homework improved student achievement in terms of improved grades, test results, and the likelihood to attend college. Research published in the High School Journal indicated 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.” [ 6 ] Students in classes that were assigned homework outperformed 69% of students who didn’t have homework on both standardized tests and grades. 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. [ 7 ] [ 8 ] 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. [ 10 ] Read More
Pro 2 Homework helps to reinforce classroom learning, while developing good study habits and life skills. Students typically retain only 50% of the information teachers provide in class, and they need to apply that information in order to truly learn it. Abby Freireich and Brian Platzer, co-founders of Teachers Who Tutor NYC, explained, “at-home assignments help students learn the material taught in class. Students require independent practice to internalize new concepts… [And] these assignments can provide valuable data for teachers about how well students understand the curriculum.” [ 11 ] [ 49 ] Elementary school students who were taught “strategies to organize and complete homework,” such as prioritizing homework activities, collecting study materials, note-taking, and following directions, showed increased grades and more positive comments on report cards. [ 17 ] Research by the City University of New York noted that “students who engage in self-regulatory processes while completing homework,” such as goal-setting, time management, and remaining focused, “are generally more motivated and are higher achievers than those who do not use these processes.” [ 18 ] Homework also helps students develop key skills that they’ll use throughout their lives: accountability, autonomy, discipline, time management, self-direction, critical thinking, and independent problem-solving. Freireich and Platzer noted that “homework helps students acquire the skills needed to plan, organize, and complete their work.” [ 12 ] [ 13 ] [ 14 ] [ 15 ] [ 49 ] Read More
Pro 3 Homework allows parents to be involved with children’s learning. Thanks to take-home assignments, parents are able to track what their children are learning at school as well as their academic strengths and weaknesses. [ 12 ] Data from a nationwide sample of elementary school students show that parental involvement in homework can improve class performance, especially among economically disadvantaged African-American and Hispanic students. [ 20 ] Research from Johns Hopkins University found that an interactive homework process known as TIPS (Teachers Involve Parents in Schoolwork) improves student achievement: “Students in the TIPS group earned significantly higher report card grades after 18 weeks (1 TIPS assignment per week) than did non-TIPS students.” [ 21 ] Homework can also help clue parents in to the existence of any learning disabilities their children may have, allowing them to get help and adjust learning strategies as needed. Duke University Professor Harris Cooper noted, “Two parents once told me they refused to believe their child had a learning disability until homework revealed it to them.” [ 12 ] Read More
Con 1 Too much homework can be harmful. A poll of California high school students found that 59% thought they had too much homework. 82% of respondents said that they were “often or always stressed by schoolwork.” High-achieving high school students said too much homework leads to sleep deprivation and other health problems such as headaches, exhaustion, weight loss, and stomach problems. [ 24 ] [ 28 ] [ 29 ] Alfie Kohn, an education and parenting expert, said, “Kids should have a chance to just be kids… it’s absurd to insist that children must be engaged in constructive activities right up until their heads hit the pillow.” [ 27 ] Emmy Kang, a mental health counselor, explained, “More than half of students say that homework is their primary source of stress, and we know what stress can do on our bodies.” [ 48 ] Excessive homework can also lead to cheating: 90% of middle school students and 67% of high school students admit to copying someone else’s homework, and 43% of college students engaged in “unauthorized collaboration” on out-of-class assignments. Even parents take shortcuts on homework: 43% of those surveyed admitted to having completed a child’s assignment for them. [ 30 ] [ 31 ] [ 32 ] Read More
Con 2 Homework exacerbates the digital divide or homework gap. Kiara Taylor, financial expert, defined the digital divide as “the gap between demographics and regions that have access to modern information and communications technology and those that don’t. Though the term now encompasses the technical and financial ability to utilize available technology—along with access (or a lack of access) to the Internet—the gap it refers to is constantly shifting with the development of technology.” For students, this is often called the homework gap. [ 50 ] [ 51 ] 30% (about 15 to 16 million) public school students either did not have an adequate internet connection or an appropriate device, or both, for distance learning. Completing homework for these students is more complicated (having to find a safe place with an internet connection, or borrowing a laptop, for example) or impossible. [ 51 ] A Hispanic Heritage Foundation study found that 96.5% of students across the country needed to use the internet for homework, and nearly half reported they were sometimes unable to complete their homework due to lack of access to the internet or a computer, which often resulted in lower grades. [ 37 ] [ 38 ] One study concluded that homework increases social inequality because it “potentially serves as a mechanism to further advantage those students who already experience some privilege in the school system while further disadvantaging those who may already be in a marginalized position.” [ 39 ] Read More
Con 3 Homework does not help younger students, and may not help high school students. We’ve known for a while that homework does not help elementary students. A 2006 study found that “homework had no association with achievement gains” when measured by standardized tests results or grades. [ 7 ] Fourth grade students who did no homework got roughly the same score on the National Assessment of Educational Progress (NAEP) math exam as those who did 30 minutes of homework a night. Students who did 45 minutes or more of homework a night actually did worse. [ 41 ] Temple University professor Kathryn Hirsh-Pasek said that homework is not the most effective tool for young learners to apply new information: “They’re learning way more important skills when they’re not doing their homework.” [ 42 ] In fact, homework may not be helpful at the high school level either. Alfie Kohn, author of The Homework Myth, stated, “I interviewed high school teachers who completely stopped giving homework and there was no downside, it was all upside.” He explains, “just because the same kids who get more homework do a little better on tests, doesn’t mean the homework made that happen.” [ 52 ] Read More

Discussion Questions

1. Is homework beneficial? Consider the study data, your personal experience, and other types of information. Explain your answer(s).

2. If homework were banned, what other educational strategies would help students learn classroom material? Explain your answer(s).

3. How has homework been helpful to you personally? How has homework been unhelpful to you personally? Make carefully considered lists for both sides.

Take Action

1. Examine an argument in favor of quality homework assignments from Janine Bempechat.

2. Explore Oxford Learning’s infographic on the effects of homework on students.

3. Consider Joseph Lathan’s argument that homework promotes inequality .

4. Consider how you felt about the issue before reading this article. After reading the pros and cons on this topic, has your thinking changed? If so, how? List two to three ways. If your thoughts have not changed, list two to three ways your better understanding of the “other side of the issue” now helps you better argue your position.

5. Push for the position and policies you support by writing US national senators and representatives .

1.Tom Loveless, “Homework in America: Part II of the 2014 Brown Center Report of American Education,” brookings.edu, Mar. 18, 2014
2.Edward Bok, “A National Crime at the Feet of American Parents,”  , Jan. 1900
3.Tim Walker, “The Great Homework Debate: What’s Getting Lost in the Hype,” neatoday.org, Sep. 23, 2015
4.University of Phoenix College of Education, “Homework Anxiety: Survey Reveals How Much Homework K-12 Students Are Assigned and Why Teachers Deem It Beneficial,” phoenix.edu, Feb. 24, 2014
5.Organization for Economic Cooperation and Development (OECD), “PISA in Focus No. 46: Does Homework Perpetuate Inequities in Education?,” oecd.org, Dec. 2014
6.Adam V. Maltese, Robert H. Tai, and Xitao Fan, “When is Homework Worth the Time?: Evaluating the Association between Homework and Achievement in High School Science and Math,”  , 2012
7.Harris Cooper, Jorgianne Civey Robinson, and Erika A. Patall, “Does Homework Improve Academic Achievement? A Synthesis of Researcher, 1987-2003,”  , 2006
8.Gökhan Bas, Cihad Sentürk, and Fatih Mehmet Cigerci, “Homework and Academic Achievement: A Meta-Analytic Review of Research,”  , 2017
9.Huiyong Fan, Jianzhong Xu, Zhihui Cai, Jinbo He, and Xitao Fan, “Homework and Students’ Achievement in Math and Science: A 30-Year Meta-Analysis, 1986-2015,”  , 2017
10.Charlene Marie Kalenkoski and Sabrina Wulff Pabilonia, “Does High School Homework Increase Academic Achievement?,” iza.og, Apr. 2014
11.Ron Kurtus, “Purpose of Homework,” school-for-champions.com, July 8, 2012
12.Harris Cooper, “Yes, Teachers Should Give Homework – The Benefits Are Many,” newsobserver.com, Sep. 2, 2016
13.Tammi A. Minke, “Types of Homework and Their Effect on Student Achievement,” repository.stcloudstate.edu, 2017
14.LakkshyaEducation.com, “How Does Homework Help Students: Suggestions From Experts,” LakkshyaEducation.com (accessed Aug. 29, 2018)
15.University of Montreal, “Do Kids Benefit from Homework?,” teaching.monster.com (accessed Aug. 30, 2018)
16.Glenda Faye Pryor-Johnson, “Why Homework Is Actually Good for Kids,” memphisparent.com, Feb. 1, 2012
17.Joan M. Shepard, “Developing Responsibility for Completing and Handing in Daily Homework Assignments for Students in Grades Three, Four, and Five,” eric.ed.gov, 1999
18.Darshanand Ramdass and Barry J. Zimmerman, “Developing Self-Regulation Skills: The Important Role of Homework,”  , 2011
19.US Department of Education, “Let’s Do Homework!,” ed.gov (accessed Aug. 29, 2018)
20.Loretta Waldman, “Sociologist Upends Notions about Parental Help with Homework,” phys.org, Apr. 12, 2014
21.Frances L. Van Voorhis, “Reflecting on the Homework Ritual: Assignments and Designs,”  , June 2010
22.Roel J. F. J. Aries and Sofie J. Cabus, “Parental Homework Involvement Improves Test Scores? A Review of the Literature,”  , June 2015
23.Jamie Ballard, “40% of People Say Elementary School Students Have Too Much Homework,” yougov.com, July 31, 2018
24.Stanford University, “Stanford Survey of Adolescent School Experiences Report: Mira Costa High School, Winter 2017,” stanford.edu, 2017
25.Cathy Vatterott, “Rethinking Homework: Best Practices That Support Diverse Needs,” ascd.org, 2009
26.End the Race, “Homework: You Can Make a Difference,” racetonowhere.com (accessed Aug. 24, 2018)
27.Elissa Strauss, “Opinion: Your Kid Is Right, Homework Is Pointless. Here’s What You Should Do Instead.,” cnn.com, Jan. 28, 2020
28.Jeanne Fratello, “Survey: Homework Is Biggest Source of Stress for Mira Costa Students,” digmb.com, Dec. 15, 2017
29.Clifton B. Parker, “Stanford Research Shows Pitfalls of Homework,” stanford.edu, Mar. 10, 2014
30.AdCouncil, “Cheating Is a Personal Foul: Academic Cheating Background,” glass-castle.com (accessed Aug. 16, 2018)
31.Jeffrey R. Young, “High-Tech Cheating Abounds, and Professors Bear Some Blame,” chronicle.com, Mar. 28, 2010
32.Robin McClure, “Do You Do Your Child’s Homework?,” verywellfamily.com, Mar. 14, 2018
33.Robert M. Pressman, David B. Sugarman, Melissa L. Nemon, Jennifer, Desjarlais, Judith A. Owens, and Allison Schettini-Evans, “Homework and Family Stress: With Consideration of Parents’ Self Confidence, Educational Level, and Cultural Background,”  , 2015
34.Heather Koball and Yang Jiang, “Basic Facts about Low-Income Children,” nccp.org, Jan. 2018
35.Meagan McGovern, “Homework Is for Rich Kids,” huffingtonpost.com, Sep. 2, 2016
36.H. Richard Milner IV, “Not All Students Have Access to Homework Help,” nytimes.com, Nov. 13, 2014
37.Claire McLaughlin, “The Homework Gap: The ‘Cruelest Part of the Digital Divide’,” neatoday.org, Apr. 20, 2016
38.Doug Levin, “This Evening’s Homework Requires the Use of the Internet,” edtechstrategies.com, May 1, 2015
39.Amy Lutz and Lakshmi Jayaram, “Getting the Homework Done: Social Class and Parents’ Relationship to Homework,”  , June 2015
40.Sandra L. Hofferth and John F. Sandberg, “How American Children Spend Their Time,” psc.isr.umich.edu, Apr. 17, 2000
41.Alfie Kohn, “Does Homework Improve Learning?,” alfiekohn.org, 2006
42.Patrick A. Coleman, “Elementary School Homework Probably Isn’t Good for Kids,” fatherly.com, Feb. 8, 2018
43.Valerie Strauss, “Why This Superintendent Is Banning Homework – and Asking Kids to Read Instead,” washingtonpost.com, July 17, 2017
44.Pew Research Center, “The Way U.S. Teens Spend Their Time Is Changing, but Differences between Boys and Girls Persist,” pewresearch.org, Feb. 20, 2019
45.ThroughEducation, “The History of Homework: Why Was It Invented and Who Was behind It?,” , Feb. 14, 2020
46.History, “Why Homework Was Banned,” (accessed Feb. 24, 2022)
47.Valerie Strauss, “Does Homework Work When Kids Are Learning All Day at Home?,” , Sep. 2, 2020
48.Sara M Moniuszko, “Is It Time to Get Rid of Homework? Mental Health Experts Weigh In,” , Aug. 17, 2021
49.Abby Freireich and Brian Platzer, “The Worsening Homework Problem,” , Apr. 13, 2021
50.Kiara Taylor, “Digital Divide,” , Feb. 12, 2022
51.Marguerite Reardon, “The Digital Divide Has Left Millions of School Kids Behind,” , May 5, 2021
52.Rachel Paula Abrahamson, “Why More and More Teachers Are Joining the Anti-Homework Movement,” , Sep. 10, 2021

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Should Corporal Punishment Be Used in K-12 Schools? – Proponents say corporal punishment is an appropriate discipline. Opponents say it inflicts long-lasting physical and mental harm on students.

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  • Ace Your Statistics Homework with Hypothesis Testing

How to Tackle Hypothesis Testing in Your Statistics Homework

Gregorio Coleman

Hypothesis testing is a fundamental aspect of statistical analysis, often encountered in statistics homework . Understanding how to formulate hypotheses, conduct tests, and interpret results is crucial for success. This guide will help you navigate through the process of hypothesis testing, providing you with the necessary steps and tips to tackle similar assignments effectively. The first step involves clearly stating the null hypothesis (H0) and the alternative hypothesis (H1), which form the basis of your test. Next, check that your data meet the assumptions required for the statistical test you plan to use, such as normality and equal variances. After ensuring the assumptions are met, choose the appropriate test based on the type of data and the research question, such as a t-test for comparing means between two groups. Conduct the test using statistical software like jamovi, SPSS, or R, and obtain the test statistic and p-value. Make a decision about the null hypothesis based on the p-value and your predetermined alpha level, typically 0.05. Finally, write up your results in APA format, including the test statistic, degrees of freedom, p-value, and a brief interpretation of the findings. By following these steps, you can systematically and confidently approach hypothesis testing homework and ensure your analysis is both accurate and comprehensive.

How to Tackle Hypothesis Testing in Your Statistics Homework

Understanding Hypothesis Testing

Hypothesis testing is a critical statistical method used to make inferences about a population based on sample data. It involves formulating two competing hypotheses: the null hypothesis (H0), which suggests no effect or difference, and the alternative hypothesis (H1), which indicates the presence of an effect or difference. By conducting a statistical test and analyzing the resulting p-value, researchers can determine whether to reject the null hypothesis. This process helps to ascertain the likelihood that the observed data could have occurred under the null hypothesis, providing a foundation for making informed decisions and drawing conclusions in scientific research.

What is Hypothesis Testing?

Hypothesis testing is a method used to make decisions about a population based on sample data. It involves formulating a null hypothesis (H0) and an alternative hypothesis (H1), then using statistical tests to determine which hypothesis is supported by the data.

Key Components of Hypothesis Testing

  • Null Hypothesis (H0): A statement suggesting no effect or no difference. It is the hypothesis that researchers typically aim to test against.
  • Alternative Hypothesis (H1): A statement that contradicts the null hypothesis, indicating the presence of an effect or a difference.
  • Alpha Level (α): The significance level, usually set at 0.05, representing the probability of rejecting the null hypothesis when it is actually true.
  • P-Value: The probability of obtaining the observed results, or more extreme, if the null hypothesis is true. A p-value less than α indicates that the null hypothesis should be rejected.

Steps to Tackle Hypothesis Testing in Your Statistics Homework

Step 1: formulating hypotheses.

Begin by clearly stating your null and alternative hypotheses. For example, if you are investigating whether room lighting affects memory recall, your hypotheses might be:

  • H0: There is no difference in memory recall between the bright lighting group and the dim lighting group.
  • H1: There is a difference in memory recall between the bright lighting group and the dim lighting group.

Step 2: Checking Assumptions

Before conducting the test, ensure that the data meet the assumptions of the chosen statistical test. Common assumptions include normality, independence, and homogeneity of variance. For example, if you are using a t-test, check that the data are approximately normally distributed and that the variances are equal across groups.

Step 3: Choosing the Appropriate Test

Select the statistical test based on your hypotheses and data characteristics. For comparing means between two independent groups, an independent-samples t-test is appropriate. For paired data, use a paired-samples t-test. For comparing proportions or categorical data, a chi-square test might be suitable.

Step 4: Conducting the Test

Using statistical software such as jamovi, SPSS, or R, perform the chosen test. Enter your data, run the analysis, and obtain the test statistics and p-value. For example, if you are analyzing memory recall data, input the scores for each group and run an independent-samples t-test.

Step 5: Making a Decision

Compare the p-value to your alpha level (typically 0.05). If the p-value is less than α, reject the null hypothesis. Otherwise, do not reject the null hypothesis. For instance, if your p-value is 0.03, you would reject the null hypothesis, suggesting that room lighting does have an effect on memory recall.

Step 6: Writing Up Results in APA Format

Present your findings clearly and concisely, following APA format. Include the test statistic, degrees of freedom, p-value, and a brief interpretation of the results. For example:

"An independent-samples t-test was conducted to compare memory recall in bright and dim lighting conditions. There was a significant difference in scores between the bright lighting group (M = 8.2, SD = 1.5) and the dim lighting group (M = 6.8, SD = 1.7); t(58) = 2.14, p = .03. These results suggest that room lighting significantly affects memory recall."

Example Application: Room Lighting and Memory Recall

Let's walk through an example similar to a typical homework question.

Formulating Hypotheses

  • H0: There is no difference in memory recall between participants in bright and dim lighting conditions.
  • H1: There is a difference in memory recall between participants in bright and dim lighting conditions.

Checking Assumptions

Using jamovi, check the data for normality and equal variances. If the data meet these assumptions, proceed with the t-test.

Conducting the Test

Input the recall scores into jamovi and perform an independent-samples t-test. Obtain the test statistic (t), degrees of freedom (df), and p-value.

Making a Decision

Compare the p-value to α = 0.05. If the p-value is below 0.05, reject the null hypothesis. If it is above, do not reject the null hypothesis.

Writing Up Results

"An independent-samples t-test was conducted to compare memory recall in bright and dim lighting conditions. The results indicated a significant difference between the bright lighting group (M = 15.3, SD = 4.2) and the dim lighting group (M = 12.1, SD = 3.8); t(58) = 2.73, p = .008. This suggests that lighting conditions significantly influence memory recall."

Tips for Success

  • Understand the Theory: Ensure you have a solid grasp of statistical concepts and hypothesis testing theory.
  • Use Software Efficiently: Familiarize yourself with statistical software like jamovi, SPSS, or R to streamline the analysis process.
  • Check Assumptions: Always verify that your data meet the necessary assumptions for the test you are conducting.
  • Practice APA Formatting: Learn the APA format for writing up results to ensure your assignments are professionally presented.

Hypothesis testing is an essential skill in statistics, helping to make informed decisions based on data. By following the steps outlined in this guide—formulating hypotheses, checking assumptions, choosing the appropriate test, conducting the test, making decisions, and writing up results—you can tackle hypothesis testing in your statistics homework with confidence. Practice these steps regularly, and you'll find that hypothesis testing becomes a manageable and even enjoyable part of your statistical analysis. Happy studying!

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  • Equity & Inclusion

This statistics class turns large lectures into chances for connection

In room 145 of Moffitt Library, about 100 students sit behind long rectangular desks, around round tables and on couches. It’s Wednesday, class has just started and the classmates are working in groups to solve and vote on the answer to a question projected on a screen.

“Okay, this one we’re totally divided on,” Silas Gifford , the instructor, says of the vote’s results. “Take two minutes. Find somebody that can disagree with you. Tell them why they're wrong. Convince them that they're wrong and you're right. Or, if you're wrong, be convinced of the right answer.”

Gifford and three assistants walk around the room, offering support. Minutes later, students vote again. Now, instead of the class’s relatively even split between four answers, 75 percent are behind just one. A student explains why it’s correct – and Gifford agrees. Next question.

silasgifford.stat20.kaylasim

Welcome to Stat 20 , an introductory probability and statistics course and one of the few “flipped” classes at UC Berkeley. Students are introduced to new concepts through their homework and tackle practice problems during “lecture” sections. The format aims to improve comprehension, connection and attendance.

A flipped classroom approach isn’t new, with decades’ worth of research proving its effectiveness. But classes like Stat 20 put a Berkeley spin on that model. As many educators work to reimagine the post-pandemic classroom, this structure offers one pathway to tackle large lectures differently and “re-humanize” these kinds of courses.

“I wanted to think through how we could re-purpose instructor energy and time and channel it towards an environment that students would find useful,” said Andrew Bray , an associate teaching professor in the Statistics Department. “The flipped classroom does that.”

Trying a flipped classroom model

Bray started teaching Stat 20, a class that’s been taught in the Statistics Departments for decades, in spring 2022. He would hold in-person large lectures for a roughly 650-person class. He’d also record them, so students could watch them from home.

Later in the semester, he saw his lecture attendance drop to 38 percent. But some of his teaching assistants’ attendance remained between 80 and 90 percent, he said. That and other indicators spurred him to consider whether there was another model for teaching the class.

“What students seemed to find the most valuable was a really well-taught smaller discussion section where they were actually problem solving,” Bray said.

AndrewBray.KaylaSim

Inspired in part by a Berkeley course taught by Political Science Associate Professor David Broockman , he initiated a new approach to teaching Stat 20. He sent students lecture notes to study at home and converted most lectures into time to practice the new concepts they had read about.

He split the course that sometimes included 800 to 900 students into 100-person sections. And he re-shaped the instruction team. Before he was the only Stat 20 instructor and he had support from 15 teaching assistants and a team of readers. Today, the course has five instructors – faculty members, lecturers and a teaching assistant who each lead at least one section. It still has readers and each section has three tutors or in-class assistants.

“It's creating an alternative that suits some students better,” said Deborah Nolan , associate dean for students at Berkeley’s College of Computing, Data Science, and Society, of the class structure. “The faculty have [also] enjoyed tremendously… having a community of instructors who share curriculum [and] teaching techniques.”

Alexander Smith, who completed Stat 20 last year, is one student who benefited. This format helped him make better use of class time, he said. He learned before class what concepts were confusing, which allowed him to ask the instructor about them during the time that would traditionally be used for lectures. It also enabled him to move more quickly onto new material.

“We were able to read through introductory material beforehand, so that during class time we could spend class working through higher-level examples and spend time actually implementing what we had read about,” said Smith, now a third-year economics major with a data science minor.

Improved relationships, accessibility and attendance

The impacts are bigger than one student. A larger share of students have the opportunity to receive support from and build relationships with their teachers, Nolan said. Instructors are able to provide more individualized attention to students who need additional accessibility support, like visually impaired students, Bray said.

Perhaps most notably, Bray said he’s seen the tone among the students become more positive. During the pandemic, he and other instructors saw students bullying one another, spreading false information and rage-posting in class forums. Those issues have pretty much disappeared.

“Culturally it's hard to keep a positive, mutually trusting environment when our classes start looking more like YouTube and the comment threads on YouTube, as opposed to a room where we're all kind of working on the same thing together and have shared goals,” said Bray.

"Culturally it's hard to keep a positive, mutually trusting environment when our classes start looking more like YouTube."

More students come to the lectures later in the semester, too, rather than solely attending their discussion sections, Bray said. Under the flipped classroom approach last year, he said Stat 20 had between 50 and 90 percent attendance at lectures depending on the section’s time of day.

Bray is still considering further tweaking the class moving forward, and the flipped classroom format has given him additional tools to do that. The instructors see where the pain and interest points in the curriculum are and get new ideas of how to better tailor the class to students.

But mostly Bray is focused on improving through each and every class the relationships between the instructors and students. He wants the educators to know their students’ needs and how to effectively teach them. He wants students to know their teachers care about them.

“My main goal is to humanize the classroom. In a large lecture, students can feel like they're anonymous; just a number,” Bray said. “These smaller in-person classes allow us to get to know one another and build the mutual trust that's so helpful in teaching and learning."

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