Jill Barshay, Author at The Hechinger Report https://hechingerreport.org/author/jill-barshay/ Covering Innovation & Inequality in Education Tue, 29 Oct 2024 14:13:11 +0000 en-US hourly 1 https://hechingerreport.org/wp-content/uploads/2018/06/cropped-favicon-32x32.jpg Jill Barshay, Author at The Hechinger Report https://hechingerreport.org/author/jill-barshay/ 32 32 138677242 Dual enrollment has exploded. But it’s hard to tell if it’s helping more kids get a college degree https://hechingerreport.org/proof-points-dual-enrollment-national-analysis/ Mon, 28 Oct 2024 10:00:00 +0000 https://hechingerreport.org/?p=104605

Dual enrollment is exploding. During the 2022-23 school year, nearly 2.5 million high school students took college classes, simultaneously earning high school and college credits. That’s up from 1.5 million students in the fall of 2021 and roughly 300,000 students in the early 2000s. Figures released last week show that dual enrollment grew another 7 […]

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Share of new college students in the fall of 2015 who were still in high school and taking a dual enrollment class. Map reprinted from The Postsecondary Outcomes of High School Dual Enrollment Students A National and State-by-State Analysis (October 2024) Community College Research Center.

Dual enrollment is exploding. During the 2022-23 school year, nearly 2.5 million high school students took college classes, simultaneously earning high school and college credits. That’s up from 1.5 million students in the fall of 2021 and roughly 300,000 students in the early 2000s. Figures released last week show that dual enrollment grew another 7 percent in the fall of 2024 from a year earlier, even as the number of traditional college freshmen fell. 

Exactly how much all of this is costing the nation isn’t known. But the state of Texas, which accounts for 10 percent of high schoolers who are taking these college classes, was investing $120 million annually as recently as 2017, according to one estimate. It wouldn’t be far-fetched to extrapolate that over $1 billion a year in public funds is being spent on dual enrollment across the nation. 

Alongside this meteoric rise of students and resources, researchers are trying to understand who is taking advantage of these early college classes, whether they’re expanding the pool of college-educated Americans, and if these extra credits help students earn college degrees faster and save money.

A new analysis released in October 2024 by the Community College Research Center (CCRC), at Teachers College, Columbia University, and the National Student Clearinghouse Research Center tracked what happened to every high school student who started taking dual enrollment classes in 2015. Of these 400,000 high schoolers, more than 80 percent enrolled in college straight after high school. That compares favorably with the general population, of whom only 70 percent of high school graduates went straight to college. Almost 30 percent of the 400,000 dual enrollees, roughly 117,000 students, earned a bachelor’s degree in four years. But a majority (58 percent) had not earned any college degree, either a four-year bachelor’s or a two-year associate, or any post-secondary credential, such as a short-term certificate, within this four-year period. (The Hechinger Report is an independent unit of Teachers College.)

This is the most detailed and extensive analysis of dual enrollment that I’ve seen, covering all students in the nation, and tracking them for years after high school. But the analysis does not answer the fundamental question of whether dual enrollment  is a worthwhile public policy. 

It’s not clear that  an early taste of higher education encourages  more students to go to college who wouldn’t have otherwise. And it’s hard to tell from this report if the credits are helping students get through college any faster. 

The fact that students with dual enrollment credits are faring better than students without dual enrollment credits isn’t terribly persuasive. In order to qualify for the classes, students usually need to have done well on a test, earned high grades or be on an advanced or honors track in school. These high-achieving students would likely have graduated from college in much higher numbers without any dual enrollment courses.

“Are we subsidizing students who were always going to go to college anyway?” asked Kristen Hengtgen, a policy analyst at EdTrust, a nonprofit research and advocacy organization that lobbies for racial and economic equity in education. “Could we have spent the time and energy and effort differently on higher quality teachers or something else? I think that’s a really important question.”

Related: High schoolers account for nearly 1 out of every 5 community college students

Hengtgen was not involved in this latest analysis, but she is concerned about the severe underrepresentation of Black and Hispanic students that the report highlights. A data dashboard accompanying the new report documents that only 9 percent of the high schoolers in dual enrollment classes were Black, while Black students made up 16 percent of high school students. Only 17 percent of dual enrollment students were Hispanic at a time when Hispanic students made up almost a quarter of the high school population. White students, by contrast, took 65 percent of the dual enrollment seats but represented only half of the high school population. Asian students were the only group whose participation in dual enrollment matched their share of the student population: 5 percent of each. 

Advocates of dual enrollment have made the argument that an early taste of college can motivate students to go to college, and the fact that so few Black and Hispanic students are enrolling is perhaps is the most troubling sign that the giant public-and-private investment in education isn’t fulfilling one of its main objectives: to expand the college-educated workforce.

Hengtgen of EdTrust argues that Black, Hispanic and low-income students of all races need better high school advising to help them sign up for the classes. Sometimes, she said, students don’t know they have to take a prerequisite class in 10th grade in order to be eligible for a dual enrollment class in 11th grade, and by the time they find out, it’s too late. Cost is another barrier. Depending upon the state and county, a family may have to pay fees to take the classes. Though these fees are generally much cheaper than what college students pay per course, low-income families may still not be able to afford them. 

Tatiana Velasco, an economist at CCRC and lead author of the October 2024 dual enrollment report, makes the argument that dual enrollment may be most beneficial to Black and Hispanic students and low-income students of all races and ethnicities. In her data analysis, she noted that dual enrollment credits were only providing a modest boost to students overall, but very large boosts to some demographic groups. 

Among all high school students who enrolled in college straight after high school, 36 percent of those with dual enrollment credits earned a bachelor’s degree within four years compared with 34 percent without any dual enrollment credits. Arguably, dual enrollment credits are not making a huge difference in time to completion, on average.

However, Velasco found much larger benefits from dual enrollment when she sliced the data by race and income. Among only Black students who enrolled in college straight away, 29 percent of those who had earned dual enrollment credits completed a bachelor’s degree within four years, compared to only 18 percent of those without dual enrollment credits. That’s more than a 50 percent increase in college attainment. “The difference is massive,” said Velasco.

Among Hispanic students who went straight to college, 25 percent of those with dual enrollment credits earned a bachelor’s degree within four years. Only 19 percent of Hispanic college students without dual enrollment credits did. Dual enrollment also seemed particularly helpful for college students from low-income neighborhoods; 28 percent of them earned a bachelor’s degree within four years compared with only 20 percent without dual enrollment. 

Again, it’s still unclear if dual enrollment is driving these differences. It could be that Black students who opt to take dual enrollment classes were already more motivated and higher achieving and still would have graduated from college in much higher numbers. (Notably, Black students with dual enrollment credits were more likely to attend selective four-year institutions.) 

There is a wide variation across the nation in how dual enrollment operates in high schools. In most cases, high schoolers never step foot on a college campus. Often the class is taught in a high school classroom by a high school teacher. Sometimes community colleges supply the instructors. English composition and college algebra are popular offerings. The courses are generally designed and the credits awarded by a local community college, though 30 percent of dual enrollment credits are awarded by four-year institutions. 

A few other takeaways from the CCRC and National Student Clearinghouse report:

  • States with very high rates of college completion from their dual enrollment programs, such as Delaware, Georgia, Mississippi and New Jersey, tend to serve fewer Black, Hispanic and low-income students. Florida stood out as an exception. CCRC’s Velasco noted it had both strong college completion rates while serving a somewhat higher proportion of Hispanic students.
  • In Iowa, Texas and Washington, half of all dual enrollment students ended up going to the college that awarded their dual enrollment credits. 
  • In Montana, New Hampshire, Ohio, and Wisconsin, dual enrollment students have become a huge source of future students for community colleges. (A separate cost study shows that some community colleges are providing dual enrollment courses to a nearby high school at a loss, but if these students subsequently matriculate, their future tuition dollars can offset those losses.)

And that perhaps is the most worrisome unintended consequence of the explosion of dual enrollment credits. Many bright high school students are racking up credits from three, four or even five college classes and they’re feeling pressure to take advantage of these credits by enrolling in the community college that partners with their high school. That might seem like a sensible decision. It’s iffy whether these dual enrollment credits can be transferred to another school, or, more importantly, count toward a student’s requirements in a major, which is what really matters and holds students back from graduating on time. 

But a lot of these students could get into their state flagship or even a highly selective private college on scholarship. And they’d be better off. Dual enrollment students who started at a community college, the report found, were much less likely than those who enrolled at a four-year institution to complete a bachelor’s degree four years after high school.

Contact staff writer Jill Barshay at 212-678-3595 or barshay@hechingerreport.org.

This story about dual enrollment was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters. 

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What one state learned after a decade of free community college https://hechingerreport.org/proof-points-decade-free-community-college/ Mon, 14 Oct 2024 10:00:00 +0000 https://hechingerreport.org/?p=104254 Drone view of Tennessee State Capitol

The free community college movement effectively began in 2014 when Republican Gov. Bill Haslam of Tennessee signed the Tennessee Promise Scholarship Act, which offered the state’s high school graduates free tuition to attend any two-year public community college or technical college in Tennessee. Communities around the country had been experimenting with free college programs since […]

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Drone view of Tennessee State Capitol
Drone view of Tennessee State Capitol
View of the Tennessee State Capitol, where lawmakers were the first in the nation to pass a law in 2014 to make community college tuition free for future high school graduates. Credit: Joe Sohm/Visions of America/Universal Images Group via Getty Images

The free community college movement effectively began in 2014 when Republican Gov. Bill Haslam of Tennessee signed the Tennessee Promise Scholarship Act, which offered the state’s high school graduates free tuition to attend any two-year public community college or technical college in Tennessee.

Communities around the country had been experimenting with free college programs since 2005, usually with private funding, but Tennessee was the first to make it a statewide policy, and it inspired 36 states to follow suit. This year, Massachusetts was the most recent to make community college free. (Here is a search tool for all the free college programs, including more than 400 local ones.) 

But as free-tuition programs have multiplied, so have questions and doubts. Are low-income students benefiting? Is free tuition leading to more college graduates? 

Thirty-seven states operate statewide free college tuition programs. Some programs cover all tuition and fees; others don’t. Some just cover two-year community colleges while others include four-year institutions. Some only give assistance to low-income students; others give aid only to students who meet certain academic thresholds. Some states offer free tuition to a combination of those with need and merit.  Source: College Promise

Unfortunately we have to wait years to allow students time to get through college, but answers to these important questions are starting to emerge from Tennessee. College Promise, a nonprofit that advocates for making college free, along with tnAchieves, the nonprofit that helps administer the Tennessee program, released a 10-year anniversary report on Oct. 14. The report offers encouraging signs that the Tennessee Promise scholarship program, which now costs about $29 million a year in tuition subsidies and other services, has helped more students go to college and earn two-year associate degrees. In addition, Tennessee shared some of the lessons learned. 

First the numbers. The report highlights that more than 90 percent of all Tennessee high school seniors apply for the free college program. All students regardless of family income are eligible, and roughly 15,000 students a year ultimately use the program to enroll in college right after high school.  About half come from low-income families who qualify for the Federal Pell Grant

Thirty-seven percent of students who initially enrolled in college with the Promise scholarship program earned a two-year associate degree within three years, compared with only 11 percent of students who applied for the scholarship but never met its requirements, such as financial aid paperwork and service hours.* Tennessee projects that since its inception, the scholarship program will have produced a total of 50,000 college graduates by 2025, administrators told me in an interview.

Before the free tuition program went statewide, only 16 percent of Tennessee students who started community college in 2011 had earned an associate degree three years later. Graduation rates then rose to 22 percent for students who started community college in 2014. At this time, 27 Tennessee counties had launched their own free tuition programs, but the statewide policy had not yet gone into effect. 

By 2020, when free tuition statewide had been in effect for five years, 28 percent of Tennessee’s community college students had earned a degree in three years. Not all of these students participated in the free tuition program, but many did. 

It’s unclear if the free tuition program is the driving force behind the rising graduation rates. It could be that motivated students sign up for it and abide by the rules of the scholarship program and might have still graduated in higher numbers without it. It could also be that unrelated nationwide reforms, from increases in federal financial aid to academic advising, have helped more students make it to the finish line.

I talked with Celeste Carruthers, an economist at University of Tennessee Knoxville, who has been studying the free tuition program in her state. She is currently crunching the numbers to figure out whether the program is causing graduation rates to climb, but the signs she sees right now are giving her “cause for optimism.” Using U.S. Census data, she compared Tennessee’s college attainment rates with the rest of the United States. In the years immediately following the statewide scholarship program, beginning with the high school class of 2015, there is a striking jump in the share of young adults with associate degrees a few years later, while associate degree attainment elsewhere in the nation improved only mildly. Tennessee quickly went from being a laggard in young adult college attainment to a leader – at least until the pandemic hit. (See graph.)

Computations by Celeste Carruthers, University of Tennessee Knoxville. Data Source: American Community Survey, via IPUMS (https://usa.ipums.org/usa/index.shtml). Graph produced by Jill Barshay/The Hechinger Report.

While evaluation of the Tennessee program continues, researchers and program officers point to three lessons learned so far: 

  • The scholarship program hasn’t helped many low-income students financially. The Federal Pell Grant of $7,395 far exceeds annual tuition and fees at Tennessee’s community colleges, which hover around $4,500 for a full-time student. Community college was already free for low-income students, who represent roughly half of the students in Tennessee’s free college program. Like other free college programs around the country, Tennessee’s is structured as a “last dollar” program, which means that it only pays out after other forms of financial aid are exhausted. 

That means that tuition subsidies have primarily gone to students from higher income families that don’t qualify for the Pell Grant. In Tennessee, the funding source is the state lottery. Roughly $22 million of lottery proceeds were used to pay for community college tuition in the most recent year.

  • Free tuition alone isn’t enough help. In 2018, Tennessee added coaching for low-income students to give them extra support. (Low-income students hadn’t been receiving any tuition subsidies because other financial aid sources already covered their tuition.) Then, in 2022, Tennessee added emergency grants for books and other living expenses for needy students – up to $1,000 per student per semester.* The extra assistance for low-income students is financed through state budget allocations and private fundraising. For students who are the first generation in their families to attend college, current graduation rates have jumped to 34 percent with this extra support compared with 11 percent without it, the 10-year report said. 

“Pairing the financial support with the non-financial support – that mentoring support, the coaching support – is really the sweet spot,” said Graham Thomas, chief community and government relations officer at tnAchieves. “It’s the game changer, and that is often overlooked for the money part.” 

Coaching is best conducted in person on campus. During COVID, Tennessee launched an online mentoring platform, but students didn’t engage with it. “We learned our lesson that in-person is the most valuable way to go when building relationships,” said Ben Sterling, chief content officer at tnAchieves.

  • The worst case scenario didn’t happen. When free community college was first announced, critics fretted that the zero price tag would lure students away from four-year colleges, which aren’t free. That’s bad because the transfer process from community college back to a four-year school can be rocky with students losing credits and the time invested. Studies have shown that most students are more likely to complete a four-year degree if they start at a four-year institution. But the number of bachelor’s degrees did not fall. It seems possible that the free tuition policy lured students who wouldn’t have gone to college at all in the past, without cannibalizing four-year colleges. However, bachelor’s degree acquisition in Tennessee, though rising, remains far below the rest of the nation. (See graph.)
Computations by Celeste Carruthers, University of Tennessee Knoxville. Source: American Community Survey, via IPUMS (https://usa.ipums.org/usa/index.shtml). Graph produced by Jill Barshay/The Hechinger Report.

As an aside, students are also able to use their Tennessee Promise scholarship funds at a limited number of public four-year colleges that offer associate degrees. About 10 percent of the program’s students take advantage of this option.

Despite all the positive signs for educational attainment in Tennessee, recent years have not been kind. “Everything that’s happened to enrollment since COVID  kind of erased all of the gains from Tennessee Promise,” said the University of Tennessee’s Carruthers. The combination of pandemic disruptions, a strong job market and changing public sentiment about higher education hammered enrollment at community colleges nationwide. Students have started returning again in Tennessee, but community college enrollment is still below what it was in 2019.  

* Correction and clarifications: Because of incorrect information supplied to The Hechinger Report, an earlier version of this story mischaracterized the two groups of students that succeeded in earning a college degree within three years. This story was also modified to clarify that only coaching was introduced in 2018. A separate mentoring service already existed. In addition, the $1,000 emergency grants, which began in 2022, are not one-time grants but can be issued multiple times.

Contact staff writer Jill Barshay at 212-678-3595 or barshay@hechingerreport.org.

This story about free community college was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters. 

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Why an end-of-the alphabet last name could skew your grades https://hechingerreport.org/proof-points-last-name-skew-grades/ Mon, 07 Oct 2024 10:00:00 +0000 https://hechingerreport.org/?p=104043

If your last name starts with an A, that could mean that you’re also more likely to score an A on a test. But if you’re a Wilson or a Ziegler, you may be suffering from a new slight of the modern age: lower college grades. Grading processes have profoundly changed at colleges and universities […]

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A dashboard from the Canvas learning management system is displayed to students in this college lecture hall. A University of Michigan study finds that students with last names at the end of the alphabet are penalized when instructors grade in alphabetical order, a default setting in Canvas and other widely used learning management systems (LMS). Credit: Brandon Bell/Getty Images

If your last name starts with an A, that could mean that you’re also more likely to score an A on a test. But if you’re a Wilson or a Ziegler, you may be suffering from a new slight of the modern age: lower college grades.

Grading processes have profoundly changed at colleges and universities in the past decade. Instead of placing assignments on a table in the front of the classroom, students today upload their work to a website, called a Learning Management System or LMS, where course documents, assignments and communications are all housed. Students can even take their exams directly within the LMS. 

Course instructors mark assignments, papers and exams within the LMS, which also functions as a computerized grade book. The default setting is to sort student submissions in alphabetical order by surname. The computer system automatically guides the instructor to grade Adams before Baker all the way down to Zimmerman.

A trio of researchers at the University of Michigan, including one whose surname begins with W, documented an unintended consequence of grading in alphabetical order. “There is such a tendency of graders to give lower grades as they grade more,” said Helen Wang, lead author of the study and a doctoral student at the University of Michigan’s business school.

Wang and her two co-authors analyzed over 30 million grades at a large university that uses the most popular LMS, which is called Canvas. They calculated that surnames starting with U to Z were docked a little more than half a point (0.6 points) on a 100-point scale compared with A-to-E surnames. That’s a rather small penalty. But cumulatively, these small dings can add up and eventually translate into the difference between an A-minus and a B-plus on a final grade. 

The study is described in a 2024 draft paper posted on the website of SSRN, formerly known as the Social Science Research Network. It is currently undergoing revisions with the academic journal Management Science.

The researchers detected grading bias against the end of the alphabet in a wide range of subjects. However, the grading penalty was more pronounced in the social sciences and the humanities compared to engineering, science and medicine. 

In addition to lower grades, the researchers also found that students at the bottom of the alphabet received more negative and impolite comments. For example, “why no answers to Q 2 and 3? You are setting yourself up for a failing grade,” and “NEVER DO THAT AGAIN.” Top-of-the-alphabet students were more likely to receive, “Much better work on this draft, [Student First Name]! Thank you!” 

The researchers cannot prove precisely why extra points are deducted for the Wilsons of the world, but they suspect it’s because instructors – mostly graduate students at the unnamed university in this study – have heavy grading loads and they get tired and cranky, especially after grading the 50th student in a row. Even before the era of electronic grading, it’s quite likely the instructors were not as fair to students at the bottom of the paper pile. But in the paper world, a student’s position in the stack was always changing, depending on when the papers were turned in and how the instructors picked them up. No student was likely to be in the bottom of the pile every time. In the LMS world, the U’s, V’s, W’s, X’s, Y’s and Z’s almost always are.

Another theory mentioned by the authors in the paper is that instructors may feel the need to be stricter if they’ve already given out a string of A’s, so as not to be too generous with high marks. Students at the bottom of the alphabet may be the victims of a well-intentioned effort to restrain grade inflation. It’s also possible that instructors are too generous with students at the top of the alphabet, but grade more accurately as they proceed. Either way, students at the bottom are being graded differently. 

Some college instructors seem to be aware of their human frailty. In 2018, one posted on a message board at Canvas, asking the company to randomize the grade book. “For me, bias starts to creep in with fatigue,” the instructor wrote. “I grade a few, go away from it, grade a few more, take a break. Or that’s the goal when I’m not up against a deadline.” 

If you’ve read this far, perhaps you are wondering how the researchers know that the grades for the U-to-Z students were unfair. Maybe they’re comparatively worse students? But the researchers matched the grades in Canvas with the student records in the registrar’s office and they were able to control for a host of student characteristics, from high school grades and college GPA to race, ethnicity, gender, family background and income. End-of-the alphabet surnames consistently received lower marks even among similar students who were graded by the same instructor.

The researchers also found that a tiny fraction of instructors tinkered with the default settings and graded in reverse alphabetical order, from Z to A. That led to the exact opposite results; students with end-of-the alphabet names earned higher grades, while the grades for A, B and C surnames were lower.

The bias against end-of-alphabet surnames is probably not unique to students who use the Canvas LMS. All four major LMS companies, which collectively control 90 percent of the U.S. and Canadian market with more than 48 million students, order submissions alphabetically for grading, according to the researchers. Even Coursera, a separate online learning platform, does it this way.   

Wang’s solution is to shake things up and have the LMS present student work for grading in random order. Indeed, Canvas added a randomize option for instructors in May 2024, after the company saw a draft of this University of Michigan study.  “It was something that we had on our radar and that we’d heard from some users, but had not completed it yet,” a company spokesman said. “The report from the University of Michigan definitely pushed that work to top priority.” 

However, the default remains alphabetical order and instructors need to navigate to the settings to change it. (Changing this default setting, according to the study authors, has “low visibility” within system settings on the site.) I hope this story helps to get the word out. 

Contact staff writer Jill Barshay at (212) 678-3595 or barshay@hechingerreport.org.

This story about learning management systems was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters. 

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The habits of 7 highly effective schools https://hechingerreport.org/proof-points-tntp-effective-schools/ Mon, 30 Sep 2024 10:00:00 +0000 https://hechingerreport.org/?p=103935 Teacher and three boys working on tablets

Everybody is trying to find ways to help students catch up after the pandemic. One new data analysis suggests some promising ideas.  TNTP, a nonprofit based in New York that advocates for improving K-12 education, wanted to identify schools that are the most effective at helping kids recover academically and understand what those schools are […]

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Teacher and three boys working on tablets

Everybody is trying to find ways to help students catch up after the pandemic. One new data analysis suggests some promising ideas. 

TNTP, a nonprofit based in New York that advocates for improving K-12 education, wanted to identify schools that are the most effective at helping kids recover academically and understand what those schools are doing differently. These are not schools where students post the highest test scores, but schools where kids learn more each school year than students typically do. 

TNTP researchers plunged into a giant pool of data housed at Stanford University that tracked hundreds of millions of students’ scores on state tests at more than half the elementary and middle schools in the nation from 2009 to 2018. The researchers found that at 28,000 of the 51,000 elementary and middle schools in the database, students entered third grade or middle school below grade level. TNTP calculated that the top 5 percent of these start-behind schools – 1,345 of them – were helping students learn at least 1.3 year’s worth of material every year, based on how test scores improved as students progressed from grade to grade. In other words, the students at the top 5 percent of the start-behind schools learned the equivalent of an extra full year or more of math and reading every three years. 

“Growing at this rate allows most students to catch up to grade level during their time in school,” concluded the report, which was released in September 2024.

Previous researchers conducted a similar analysis in 2017 with whole school districts instead of individual schools. In that study, Chicago emerged as the nation’s most effective school district. Like the schools in the 2024 analysis, Chicago didn’t post the highest test scores, but its students were progressing the most each year. 

“There are many schools that are effective at helping students learn, even in high-poverty communities,” said Sean Reardon, a Stanford sociologist who was part of the team that developed the Stanford Education Data Archive. “The TNTP report uses our data to identify some of them and then digs in to understand what makes them particularly effective. This is exactly what we hoped people would do with the data.” 

TNTP did not name all 1,345 schools that beat the odds. But they did describe their overall characteristics (see table). 

There are significant differences between schools where children start at or above grade level and where children start below grade level
Schools where students enter at or above grade levelSchools where students enter below grade levelSchools where students enter below grade level, but students grow at least 1.3 grade levels per year
Number of schools23,28127,8141,345
Number of charter schools1,1412,050256
Percent white students72%38%41%
Percent Hispanic students13%32%38%
Percent Black students8%24%14%
Percent Asian American students6%3%5%
Percent Native American students1%3%2%
Percent English learners6%16%19%
Percent students with disabilities12%13%12%
Percent economically disadvantaged36%73%68%
Data source: “The Opportunity Makers” TNTP 2024.

TNTP did identify seven of the 1,345 highly effective schools that it selected to study in depth. Only one of the seven schools had a majority Black population, reflecting the fact that Black students are underrepresented at the most effective schools. 

The seven schools ranged widely. Some were large. Some were small. Some were city schools with many Hispanic students. Others were mostly white, rural schools. They used different instructional materials and did a lot of things differently, but TNTP teased out three traits that it thought these schools had in common.  

Seven of the 1,345 schools where students started behind but made large learning gains over a decade from 2009 to 2018

Red dots represent the seven schools that TNTP named and studied in depth. Green dots represent all 1,345 schools that TNTP identified as producing large annual gains in learning for students who entered school behind grade level. Source: TNTP Opportunity Makers report 2024.

“What we found was not a silver-bullet solution, a perfect curriculum, or a rockstar principal,” the report said. “Instead, these schools shared a commitment to doing three core things well: they create a culture of belonging, deliver consistent grade-level instruction, and build a coherent instructional program.

According to TNTP’s classroom observations, students received good or strong instruction in nine out of 10 classrooms. “Across all classrooms, the steady accumulation of good lessons—not unattainably perfect ones—sets trajectory-changing schools apart,” the report said, contrasting this consistent level of “good” with its earlier observation that most U.S. schools have some good teaching, but there is a lot of variation from one classroom to the next.

In addition to good instruction, TNTP said that students in these seven schools were receiving grade-level content in their English and math classes although most students were behind. Teachers in each school used the same shared curriculum. According to the TNTP report, only about a third of elementary school teachers nationwide say they “mostly use” the curriculum adopted by their school. At Trousdale County Elementary in Tennessee, one of the exemplar schools, 80 percent of teachers said they did. 

While many education advocates are pushing for the adoption of better curriculum as a lever to improve schools, “It’s possible to get trajectory-changing results without a perfect curriculum,” TNTP wrote in its report.

Teachers also had regular, scheduled sessions to collaborate, discuss their instruction, and note what did and did not work.  “Everyone holds the same high expectations and works together to improve,” the report said. 

The schools also gave students extra instruction to fill knowledge gaps and extra practice to solidify their skills. These extra support classes, called “intervention blocks,”  are now commonplace at many low-income schools, but TNTP noted one major difference at the seven schools they studied. The intervention blocks were connected to what students were learning in their main classrooms. That requires school leaders to make sure that interventionists, classroom aides and the main classroom teachers have time to talk and collaborate during the school day. 

These seven schools all had strong principals. Although many of the principals came and left during the decade that TNTP studied, the schools maintained strong results. 

The seven schools also emphasized student-teacher relationships and built a caring community. At Brightwood, a small charter school in Washington, D.C., that serves an immigrant population, staff members try to learn the names of every student and to be collectively responsible for both their academics and well-being. During one staff meeting, teachers wrote more than 250 student names on giant pads of paper. Teachers put check marks by each child they felt like they had a genuine relationship with and then brainstormed ways to reach the students without checks. 

At New Heights Academy Charter School in New York City, each teacher contacts 10 parents a week—by text, email, or phone—and logs the calls in a journal. Teachers don’t just call when something goes wrong. They also reach out to parents to talk about an “A” on a test, academic improvement, or good attendance, the report said. 

It’s always risky to highlight what successful schools are doing because other educators might be tempted to just copy ideas. But TNTP warns that every school is different. What works in one place might not in another. The organization’s advice for schools is to change one practice at a time, perhaps starting with a category that the school is already pretty good at, and improve it. TNTP warns against trying to change too many things at once. 

TNTP’s view is that any school can become a highly effective school, and that there aren’t particular educational philosophies or materials that a school must use to accomplish this rare feat. A lot of it is simply about increasing communication among teachers, between teachers and students, and with families. It’s a bit like weight-loss diets that don’t dictate which foods you can and cannot eat, as long as you eat less and exercise more. It’s the basic principles that matter most.

Contact staff writer Jill Barshay at (212) 678-3595 or barshay@hechingerreport.org.

This story about how to catch up at school was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters. 

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A decade of data in one state shows an unexpected result when colleges drop remedial courses https://hechingerreport.org/proof-points-tenn-study-corequisite-courses/ Mon, 23 Sep 2024 10:00:00 +0000 https://hechingerreport.org/?p=103789

Fifteen years ago, the Obama administration and philanthropic foundations encouraged more Americans to get a college degree. Remedial classes were a big barrier. Two-thirds of community college students and 40 percent of four-year college students weren’t academically prepared for college-level work and were forced to take prerequisite “developmental” courses that didn’t earn them college credits. […]

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Fifteen years ago, the Obama administration and philanthropic foundations encouraged more Americans to get a college degree. Remedial classes were a big barrier. Two-thirds of community college students and 40 percent of four-year college students weren’t academically prepared for college-level work and were forced to take prerequisite “developmental” courses that didn’t earn them college credits. Many of these college students never progressed to college-level courses. They racked up student loan debts and dropped out. Press reports, including my own, called it a “remedial ed trap.”

One controversial but popular solution was to eliminate these prerequisite classes and let weaker students proceed straight to college-level courses, called “corequisite courses,” because they include some remedial support at the same time. In recent years, more than 20 states, from California to Florida, have either replaced remedial classes at their public colleges with corequisites or given students a choice between the two. 

In 2015, Tennessee’s public colleges were some of the first higher education institutions to eliminate stand-alone remedial courses. A 10-year analysis of how almost 100,000 students fared before and after the new policy was conducted by researchers at the University of Delaware, and their draft paper was made public earlier this year. It has not yet been published in a peer-reviewed journal and may still be revised, but it is the first longer term study to look at college degree completion for tens of thousands of students who have taken corequisites, and it found that the new supports haven’t worked as well as many hoped, especially for lower achieving students .

First the good news. Like earlier research, this study of Tennessee’s two-year community colleges found that after the elimination of remedial classes, students passed more college courses, both introductory courses in English and math, and also more advanced courses in those subjects.

However, the extra credit accumulation effect quickly faded. Researchers tracked each student for three years, and by the end of their third year, students had racked up about the same number of total credits as earlier students had under the old remedial education regime. The proportion of students earning either two-year associate degrees or four-year bachelor’s degrees did not increase after the corequisite reform. Lower achieving college students, defined as those with very low ACT exam scores in high school, were more likely to drop out of college and less likely to earn a short-term certificate degree after the switch to corequisites.

“The evidence is showing that these reforms are not increasing graduation rates,” said Alex Goudas, a higher education researcher and a community college professor at Delta College in Michigan, who was not involved in this study. “Some students are benefiting a little bit – only temporarily – and other students are harmed permanently.”

It seems like a paradox. Students are initially passing more courses, but are also more likely to drop out and less likely to earn credentials. Florence Xiaotao Ran, an assistant professor at the University of Delaware and the lead researcher on the Tennessee study, explained to me that the dropouts appear to be different types of students than the ones earning more credits. Students with somewhat higher ACT test scores in high school, who were close to the old remedial ed cutoff of 19 points (out of 36) and scoring near the 50th percentile nationally, were more likely to succeed in passing the new corequisite courses straight away. Some students who were far below this threshold also passed the corequisite courses, but many more failed. Students below the 10th percentile (13 and below on the ACT) dropped out in greater numbers and were less likely to earn a short-term certificate. 

Data from other states shows a similar pattern. In California, which largely eliminated remedial education in 2019, failure rates in introductory college-level math courses soared, even as more students also succeeded in passing these courses, according to a study of an Hispanic-serving two-year college in southern California

Ran’s Tennessee analysis has two important implications. The new corequisite courses – as they currently operate – aren’t working well for the lowest achieving students. And the change isn’t even helping students who are now able to earn more college credits during the first year or two of college. They’re still struggling to graduate and are not earning a college degree any faster.

Some critics of corequisite reforms, such as Delta College’s Goudas, argue that some form of remedial education needs to be reintroduced for students who lack basic math, reading and writing skills. 

Meanwhile, supporters of the reforms believe that corequisite courses need to be improved. Thomas Brock, director of the Community College Research Center (CCRC) at Teachers College, Columbia University, described the higher dropout rates and falling number of credentials in the Tennessee study as “troubling.” But he says that the old remedial ed system failed too many students. (The Hechinger Report is an independent unit of Teachers College.)

“The answer is not to go back,” said Brock, “but to double down on corequisites and offer students more support,” acknowledging that some students need more time to build the skills they lack. Brock believes this skill-building can happen simultaneously as students earn college credits and not as a preliminary stepping stone. “No student comes to college to take remedial courses,” he added.

One confounding issue is that corequisite classes come in so many different forms. In some cases, students get a double dose of math or English with three credit hours of a remedial class taken concurrently with three credit hours of a college-level course. A more common approach is to tack on an extra hour or so to the college class. In her analysis, Ran discovered that instructional time was cut in half for the weakest students, who received many more hours of math or writing instruction under the old remedial system.

“In the new scenario, everyone gets the same amount of instruction or developmental material, regardless if you are just one point below the cutoff or 10 points below the cutoff,” said Ran.

There are also big differences in what takes place during the extra support time that’s built into a corequisite course. Some colleges offer tutoring centers to help students fill in their knowledge gaps. Others schedule computer lab time where students practice math problems on educational software. Another option is extended class time, where the main professor teaches the same material that’s in the college level course only more slowly, spread across four hours a week instead of the usual three.  

Overcoming weak foundational skills is not the only obstacle that community college students face. The researchers I interviewed emphasized that these students are struggling to juggle work and family responsibilities along with their classes, and they need more support – academic advising, career counseling and sometimes therapy and financial help.  Without additional support, students get derailed.  This may explain why the benefits of early credit accumulation fade out and are not yet translating into higher graduation rates. 

Even before the pandemic, the vast majority of community college students arrived on campus without a strong enough foundation for regular college-credit bearing classes and were steered to either remedial or new corequisite classes. High school achievement levels have deteriorated further since 2020, when the data in Ran’s study ended. “It’s not their fault,” said Ran. “It’s the K-12 system that failed them.”

That’s why it’s more important now than ever to figure out how to help under-prepared college students if we want to improve post-secondary education. 

Contact staff writer Jill Barshay at (212) 678-3595 or barshay@hechingerreport.org.

This story about corequisite courses was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters. 

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An AI tutor helped Harvard students learn more physics in less time https://hechingerreport.org/proof-points-ai-tutor-harvard-physics/ Mon, 16 Sep 2024 10:00:00 +0000 https://hechingerreport.org/?p=103689

We are still in the early days of understanding the promise and peril of using generative AI in education. Very few researchers have evaluated whether students are benefiting, and one well-designed study showed that using ChatGPT for math actually harmed student achievement.  The first scientific proof I’ve seen that ChatGPT can actually help students learn […]

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A student’s view of PS2 Pal, the AI tutor used in a learning experiment inside Harvard’s physics department. (Screenshot courtesy of Gregory Kestin)

We are still in the early days of understanding the promise and peril of using generative AI in education. Very few researchers have evaluated whether students are benefiting, and one well-designed study showed that using ChatGPT for math actually harmed student achievement

The first scientific proof I’ve seen that ChatGPT can actually help students learn more was posted online earlier this year. It’s a small experiment, involving fewer than 200 undergraduates.  All were Harvard students taking an introductory physics class in the fall of 2023, so the findings may not be widely applicable. But students learned more than twice as much in less time when they used an AI tutor in their dorm compared with attending their usual physics class in person. Students also reported that they felt more engaged and motivated. They learned more and they liked it. 

A paper about the experiment has not yet been published in a peer-reviewed journal, but other physicists at Harvard University praised it as a well-designed experiment. Students were randomly assigned to learn a topic as usual in class, or stay “home” in their dorm and learn it through an AI tutor powered by ChatGPT. Students took brief tests at the beginning and the end of class, or their AI sessions, to measure how much they learned. The following week, the in-class students learned the next topic through the AI tutor in their dorms, and the AI-tutored students went back to class. Each student learned both ways, and for both lessons – one on surface tension and one on fluid flow –  the AI-tutored students learned a lot more. 

To avoid AI “hallucinations,” the tendency of chatbots to make up stuff that isn’t true, the AI tutor was given all the correct solutions. But other developers of AI tutors have also supplied their bots with answer keys. Gregory Kestin, a physics lecturer at Harvard and developer of the AI tutor used in this study, argues that his effort succeeded while others have failed because he and his colleagues fine-tuned it with pedagogical best practices. For example, the Harvard scientists instructed this AI tutor to be brief, using no more than a few sentences, to avoid cognitive overload. Otherwise, he explained, ChatGPT has a tendency to be “long-winded.”

The tutor, which Kestin calls “PS2 Pal,” after the Physical Sciences 2 class he teaches, was told to only give away one step at a time and not to divulge the full solution in a single message. PS2 Pal was also instructed to encourage students to think and give it a try themselves before revealing the answer. 

Unguided use of ChatGPT, the Harvard scientists argue, lets students complete assignments without engaging in critical thinking. 

Kestin doesn’t deliver traditional lectures. Like many physicists at Harvard, he teaches through a method called “active learning,” where students first work with peers on in-class problem sets as the lecturer gives feedback. Direct explanations or mini-lectures come after a bit of trial, error and struggle. Kestin sought to reproduce aspects of this teaching style with the AI tutor. Students toiled on the same set of activities and Kestin fed the AI tutor the same feedback notes that he planned to deliver in class.

Kestin provocatively titled his paper about the experiment, “AI Tutoring Outperforms Active Learning,” but in an interview he told me that he doesn’t mean to suggest that AI should replace professors or traditional in-person classes. 

“I don’t think that this is an argument for replacing any human interaction,” said Kestin. “This allows for the human interaction to be much richer.”

Kestin says he intends to continue teaching through in-person classes, and he remains convinced that students learn a lot from each other by discussing how to solve problems in groups. He believes the best use of this AI tutor would be to introduce a new topic ahead of class – much like professors assign reading in advance. That way students with less background knowledge won’t be as behind and can participate more fully in class activities. Kestin hopes his AI tutor will allow him to spend less time on vocabulary and basics and devote more time to creative activities and advanced problems during class.

Of course, the benefits of an AI tutor depend on students actually using it. In other efforts, students often didn’t want to use earlier versions of education technology and computerized tutors. In this experiment, the “at-home” sessions with PS2 Pal were scheduled and proctored over Zoom. It’s not clear that even highly motivated Harvard students will find it engaging enough to use regularly on their own initiative. Cute emojis – another element that the Harvard scientists prompted their AI tutor to use – may not be enough to sustain long-term interest. 

Kestin’s next step is to test the tutor bot for an entire semester. He’s also been testing PS2 Pal as a study assistant with homework. Kestin said he’s seeing promising signs that it’s helpful for basic but not advanced problems. 

The irony is that AI tutors may not be that effective at what we generally think of as tutoring. Kestin doesn’t think that current AI technology is good at anything that requires knowing a lot about a person, such as what the student already learned in class or what kind of explanatory metaphor might work.

“Humans have a lot of context that you can use along with your judgment in order to guide a student better than an AI can,” he said. In contrast, AI is good at introducing students to new material because you only need “limited context” about someone and “minimal judgment” for how best to teach it. 

Contact staff writer Jill Barshay at (212) 678-3595 or barshay@hechingerreport.org.

This story about an AI tutor was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters.

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Students aren’t benefiting much from tutoring, one new study shows https://hechingerreport.org/proof-points-tutoring-research-nashville/ https://hechingerreport.org/proof-points-tutoring-research-nashville/#comments Mon, 09 Sep 2024 10:00:00 +0000 https://hechingerreport.org/?p=103555

Matthew Kraft, an associate professor of education and economics at Brown University, was an early proponent of giving tutors — ordinarily a luxury for the rich — to the masses after the pandemic. The research evidence was strong; more than a hundred studies had shown remarkable academic gains for students who were frequently tutored every […]

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Matthew Kraft, an associate professor of education and economics at Brown University, was an early proponent of giving tutors — ordinarily a luxury for the rich — to the masses after the pandemic. The research evidence was strong; more than a hundred studies had shown remarkable academic gains for students who were frequently tutored every week at school. Sometimes, they caught up two grade levels in a single year. 

After Covid shuttered schools in the spring of 2020, Kraft along with a small group of academics lobbied the Biden administration to urge schools to invest in this kind of intensive tutoring across the nation to help students catch up from pandemic learning losses. Many schools did — or tried to do so. Now, in a moment of scholarly honesty and reflection, Kraft has produced a study showing that tutoring the masses isn’t so easy — even with billions of dollars from Uncle Sam. 

The study, which was posted online in late August 2024, tracked almost 7,000 students who were tutored in Nashville, Tennessee, and calculated how much of their academic progress could be attributed to the sessions of tutoring they received at school between 2021 and 2023. Kraft and his research team found that tutoring produced only a small boost to reading test scores, on average, and no improvement in math. Tutoring failed to lift course grades in either subject.

“These results are not as large as many in the education sector had hoped,” said Kraft in an interview. That’s something of an academic understatement. The one and only positive result for students was a tiny fraction of what earlier tutoring studies had found.

“I was and continue to be incredibly impressed with the rigorous and wide body of evidence that exists for tutoring and the large average effects that those studies produced,” said Kraft. “I don’t think I paid as much attention to whether those tutoring programs were as applicable to post-Covid era tutoring at scale.”

Going forward, Kraft said he and other researchers need to “recalibrate” or adjust expectations around the “eye-popping” or very large impacts that previous small-scale tutoring programs have achieved.

Kraft described the Nashville program as “multiple orders of magnitude” larger than the pre-Covid tutoring studies. Those were often less than 50 students, while some involved a few hundred. Only a handful included over 1,000 students. Nashville’s tutoring program reached almost 7,000 students, roughly 10 percent of the district’s student population. 

Tennessee was a trailblazer in tutoring after the pandemic. State lawmakers appropriated extra funding to schools to launch large tutoring programs, even before the Biden administration urged schools around the nation to do the same with their federal Covid recovery funds. Nashville partnered with researchers, including Kraft, to study its ramp up and outcomes for students to help advise on improvements along the way. 

As with the launching of any big new program, Nashville hit a series of snags. Early administrators were overwhelmed with “14 bazillion emails,” as educators described them to researchers in the study, before they hired enough staff to coordinate the tutoring program. They first tried online tutoring. But too much time and effort was wasted setting kids up on computers, coping with software problems, and searching for missing headphones. Some children had to sit in the hallway with their tablets and headphones; it was hard to concentrate. 

Meanwhile, remote tutors were frustrated by not being able to talk with teachers regularly. Often there was redundancy with tutors being told to teach topics identical to what the students were learning in class. 

The content of the tutoring lessons was in turmoil, too. The city scrapped its math curriculum midway. Different grades required different reading curricula. For each of them, Nashville educators needed to create tutor guides and student workbooks from scratch.

Eventually the city switched course and replaced its remote tutors, who were college student volunteers, with teachers at the school who could tutor in-person. That eliminated the headaches of troublesome technology. Also, teachers could adjust the tutoring lessons to avoid repeating exactly what they had taught in class. 

But school teachers were fewer in number and couldn’t serve as many students as an army of remote volunteers. Instead of one tutor for each student, teachers worked with three or four students at a time. Even after tripling and quadrupling up, there weren’t enough teachers to tutor everyone during school hours. Half the students had their tutoring sessions scheduled immediately before or right after school.

In interviews, teachers said they enjoyed the stronger relationships they were building with their students. But there were tradeoffs. The extra tutoring work raised concerns about teacher burnout.

Despite the flux, some things improved as the tutoring program evolved. The average number of tutoring sessions that students attended increased from 16 sessions in the earlier semesters to 24 sessions per semester by spring of 2023. 

Why the academic gains for students weren’t stronger is unclear. One of Kraft’s theories is that Nashville asked tutors to teach grade-level skills and topics, similar to what the children were also learning in their classrooms and what the state tests would assess. But many students were months, even years behind grade level, and may have needed to learn rudimentary skills before being able to grasp more advanced topics. (This problem surprised me because I thought the whole purpose of tutoring was to fill in missing skills and knowledge!) In the data, average students in the middle of the achievement distribution showed the greatest gains from Nashville’s tutoring program. Students at the bottom and top didn’t progress much, or at all. (See the graph below.)

“What’s most important is that we figure out what tutoring programs and design features work best for which students,” Kraft said. 

Average students in the middle of the achievement distribution gained the most from Nashville’s tutoring program, while students who were the most behind did not catch up much

Source: Kraft, Matthew A., Danielle Sanderson Edwards, and Marisa Cannata. (2024). The Scaling Dynamics and Causal Effects of a District-Operated Tutoring Program.

Another reason for the disappointing academic gains from tutoring may be related to the individualized attention that many students were also receiving at Nashville’s schools. Tutoring often took place during frequently scheduled periods of “Personalized Learning Time” for students, and even students not selected for tutoring received other instruction during this period, such as small-group work with a teacher or individual services for children with special needs. Another set of students was assigned independent practice work using advanced educational software that adapts to a student’s level. To demonstrate positive results in this study, tutoring would have had to outperform all these other interventions. It’s possible that these other interventions are as powerful as tutoring. Earlier pre-Covid studies of tutoring generally compared the gains against those of students who had nothing more than traditional whole class instruction. That’s a starker comparison. (To be sure, one would still have hoped to see stronger results for tutoring as the Nashville program migrated outside of school hours; students who received both tutoring and personalized learning time should have meaningfully outperformed students who had only the personalized learning time.)

Other post-pandemic tutoring research has been rosier. A smaller study of frequent in-school tutoring in Chicago and Atlanta, released in March 2024, found giant gains for students in math, enough to totally undo learning losses for the average student. However, those results were achieved by only three-quarters of the roughly 800 students who had been assigned to receive tutoring and actually attended sessions.*

Kraft argued that schools should not abandon tutoring just because it’s not a silver bullet for academic recovery after Covid. “I worry,” he said, “that we may excuse ourselves from the hard work of iterative experimentation and continuous improvement by saying that we didn’t get the eye-popping results that we had hoped for right out of the gate, and therefore it’s not the solution that we should continue to invest in.”

Iteratively is how the business world innovates too. I’m a former business reporter, and this rocky effort to bring tutoring to schools reminds me of how Levi’s introduced custom-made jeans for the masses in the 1990s. These “personal pairs” didn’t cost much more than traditional mass-produced jeans, but it was time consuming for clerks to take measurements, often the jeans didn’t fit and reorders were a hassle. Levi’s pulled the plug in 2003. Eventually it brought back custom jeans — truly bespoke ones made by a master tailor at $750 or more a pop. For the masses? Maybe not. 

I wonder if customized instruction can be accomplished at scale at an affordable price. To really help students who are behind, tutors will need to diagnose each student’s learning gaps, and then develop a customized learning plan for each student. That’s pricey, and maybe impossible to do for millions of students all over the country. 

*Correction: An earlier version of this story incorrectly stated how many students were assigned to receive tutoring in the Chicago and Atlanta experiment. Only 784 students were to be tutored out of 1,540 students in the study. About three-quarters of those 784 students received tutoring. The sentence was also revised to clarify which students’ math outcomes drove the results.

This story about tutoring research was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters.

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Kids who use ChatGPT as a study assistant do worse on tests https://hechingerreport.org/kids-chatgpt-worse-on-tests/ https://hechingerreport.org/kids-chatgpt-worse-on-tests/#comments Mon, 02 Sep 2024 10:00:00 +0000 https://hechingerreport.org/?p=103317

Does AI actually help students learn? A recent experiment in a high school provides a cautionary tale.  Researchers at the University of Pennsylvania found that Turkish high school students who had access to ChatGPT while doing practice math problems did worse on a math test compared with students who didn’t have access to ChatGPT. Those […]

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Does AI actually help students learn? A recent experiment in a high school provides a cautionary tale. 

Researchers at the University of Pennsylvania found that Turkish high school students who had access to ChatGPT while doing practice math problems did worse on a math test compared with students who didn’t have access to ChatGPT. Those with ChatGPT solved 48 percent more of the practice problems correctly, but they ultimately scored 17 percent worse on a test of the topic that the students were learning. 

A third group of students had access to a revised version of ChatGPT that functioned more like a tutor. This chatbot was programmed to provide hints without directly divulging the answer. The students who used it did spectacularly better on the practice problems, solving 127 percent more of them correctly compared with students who did their practice work without any high-tech aids. But on a test afterwards, these AI-tutored students did no better. Students who just did their practice problems the old fashioned way — on their own — matched their test scores.

The researchers titled their paper, “Generative AI Can Harm Learning,” to make clear to parents and educators that the current crop of freely available AI chatbots can “substantially inhibit learning.” Even a fine-tuned version of ChatGPT designed to mimic a tutor doesn’t necessarily help.

The researchers believe the problem is that students are using the chatbot as a “crutch.” When they analyzed the questions that students typed into ChatGPT, students often simply asked for the answer. Students were not building the skills that come from solving the problems themselves. 

ChatGPT’s errors also may have been a contributing factor. The chatbot only answered the math problems correctly half of the time. Its arithmetic computations were wrong 8 percent of the time, but the bigger problem was that its step-by-step approach for how to solve a problem was wrong 42 percent of the time. The tutoring version of ChatGPT was directly fed the correct solutions and these errors were minimized.

A draft paper about the experiment was posted on the website of SSRN, formerly known as the Social Science Research Network, in July 2024. The paper has not yet been published in a peer-reviewed journal and could still be revised. 

This is just one experiment in another country, and more studies will be needed to confirm its findings. But this experiment was a large one, involving nearly a thousand students in grades nine through 11 during the fall of 2023. Teachers first reviewed a previously taught lesson with the whole classroom, and then their classrooms were randomly assigned to practice the math in one of three ways: with access to ChatGPT, with access to an AI tutor powered by ChatGPT or with no high-tech aids at all. Students in each grade were assigned the same practice problems with or without AI. Afterwards, they took a test to see how well they learned the concept. Researchers conducted four cycles of this, giving students four 90-minute sessions of practice time in four different math topics to understand whether AI tends to help, harm or do nothing.

ChatGPT also seems to produce overconfidence. In surveys that accompanied the experiment, students said they did not think that ChatGPT caused them to learn less even though they had. Students with the AI tutor thought they had done significantly better on the test even though they did not. (It’s also another good reminder to all of us that our perceptions of how much we’ve learned are often wrong.)

The authors likened the problem of learning with ChatGPT to autopilot. They recounted how an overreliance on autopilot led the Federal Aviation Administration to recommend that pilots minimize their use of this technology. Regulators wanted to make sure that pilots still know how to fly when autopilot fails to function correctly. 

ChatGPT is not the first technology to present a tradeoff in education. Typewriters and computers reduce the need for handwriting. Calculators reduce the need for arithmetic. When students have access to ChatGPT, they might answer more problems correctly, but learn less. Getting the right result to one problem won’t help them with the next one.

This story about using ChatGPT to practice math was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters.

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Researchers combat AI hallucinations in math https://hechingerreport.org/proof-points-combat-ai-hallucinations-math/ Mon, 26 Aug 2024 10:00:00 +0000 https://hechingerreport.org/?p=103071

One of the biggest problems with using AI in education is that the technology hallucinates. That’s the word the artificial intelligence community uses to describe how its newest large language models make up stuff that doesn’t exist or isn’t true. Math is a particular land of make-believe for AI chatbots. Several months ago, I tested […]

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Two University of California, Berkeley, researchers documented how they tamed AI hallucinations in math by asking ChatGPT to solve the same problem 10 times. Credit: Eugene Mymrin/ Moment via Getty Images

One of the biggest problems with using AI in education is that the technology hallucinates. That’s the word the artificial intelligence community uses to describe how its newest large language models make up stuff that doesn’t exist or isn’t true. Math is a particular land of make-believe for AI chatbots. Several months ago, I tested Khan Academy’s chatbot, which is powered by ChatGPT. The bot, called Khanmigo, told me I had answered a basic high school Algebra 2 problem involving negative exponents wrong. I knew my answer was right. After typing in the same correct answer three times, Khanmigo finally agreed with me. It was frustrating.

Errors matter. Kids could memorize incorrect solutions that are hard to unlearn, or become more confused about a topic. I also worry about teachers using ChatGPT and other generative AI models to write quizzes or lesson plans. At least a teacher has the opportunity to vet what AI spits out before giving or teaching it to students. It’s riskier when you’re asking students to learn directly from AI. 

Computer scientists are attempting to combat these errors in a process they call “mitigating AI hallucinations.” Two researchers from University of California, Berkeley, recently documented how they successfully reduced ChatGPT’s instructional errors to near zero in algebra. They were not as successful with statistics, where their techniques still left errors 13 percent of the time. Their paper was published in May 2024 in the peer-reviewed journal PLOS One.

In the experiment, Zachary Pardos, a computer scientist at the Berkeley School of Education, and one of his students, Shreya Bhandari, first asked ChatGPT to show how it would solve an algebra or statistics problem. They discovered that ChatGPT was “naturally verbose” and they did not have to prompt the large language model to explain its steps. But all those words didn’t help with accuracy. On average, ChatGPT’s methods and answers were wrong a third of the time. In other words, ChatGPT would earn a grade of a D if it were a student. 

Current AI models are bad at math because they’re programmed to figure out probabilities, not follow rules. Math calculations are all about rules. It’s ironic because earlier versions of AI were able to follow rules, but unable to write or summarize. Now we have the opposite.

The Berkeley researchers took advantage of the fact that ChatGPT, like humans, is erratic. They asked ChatGPT to answer the same math problem 10 times in a row. I was surprised that a machine might answer the same question differently, but that is what these large language models do.  Often the step-by-step process and the answer were the same, but the exact wording differed. Sometimes the methods were bizarre and the results were dead wrong. (See an example in the illustration below.)

Researchers grouped similar answers together. When they assessed the accuracy of the most common answer among the 10 solutions, ChatGPT was astonishingly good. For basic high-school algebra, AI’s error rate fell from 25 percent to zero. For intermediate algebra, the error rate fell from 47 percent to 2 percent. For college algebra, it fell from 27 percent to 2 percent. 

ChatGPT answered the same algebra question three different ways, but it landed on the right response seven out of 10 times in this example

Source: Pardos and Bhandari, “ChatGPT-generated help produces learning gains equivalent to human tutor-authored help on mathematics skills,” PLOS ONE, May 2024

However, when the scientists applied this method, which they call “self-consistency,” to statistics, it did not work as well. ChatGPT’s error rate fell from 29 percent to 13 percent, but still more than one out of 10 answers was wrong. I think that’s too many errors for students who are learning math. 

The big question, of course, is whether these ChatGPT’s solutions help students learn math better than traditional teaching. In a second part of this study, researchers recruited 274 adults online to solve math problems and randomly assigned a third of them to see these ChatGPT’s solutions as a “hint” if they needed one. (ChatGPT’s wrong answers were removed first.) On a short test afterwards, these adults improved 17 percent, compared to less than 12 percent learning gains for the adults who could see a different group of hints written by undergraduate math tutors. Those who weren’t offered any hints scored about the same on a post-test as they did on a pre-test.

Those impressive learning results for ChatGPT prompted the study authors to boldly predict that “completely autonomous generation” of an effective computerized tutoring system is “around the corner.” In theory, ChatGPT could instantly digest a book chapter or a video lecture and then immediately turn around and tutor a student on it.

Before I embrace that optimism, I’d like to see how much real students – not just adults recruited online – use these automated tutoring systems. Even in this study, where adults were paid to do math problems, 120 of the roughly 400 participants didn’t complete the work and so their results had to be thrown out. For many kids, and especially students who are struggling in a subject, learning from a computer just isn’t engaging

This story about AI hallucinations was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters.

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PROOF POINTS: Why are kids still struggling in school four years after the pandemic? https://hechingerreport.org/proof-points-kids-struggling-four-years-after-the-pandemic/ https://hechingerreport.org/proof-points-kids-struggling-four-years-after-the-pandemic/#comments Mon, 19 Aug 2024 10:00:00 +0000 https://hechingerreport.org/?p=102942

Four years after the pandemic shuttered schools, we all want to be done with COVID. But the latest analyses from three assessment companies paint a grim picture of where U.S. children are academically and that merits coverage. While there are isolated bright spots, the general trend is stagnation.  One report documented that U.S. students did […]

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Four years after the pandemic shuttered schools, we all want to be done with COVID. But the latest analyses from three assessment companies paint a grim picture of where U.S. children are academically and that merits coverage. While there are isolated bright spots, the general trend is stagnation. 

One report documented that U.S. students did not make progress in catching up in the most recent 2023-24 school year and slid even further behind in math and reading, exacerbating pandemic learning losses.

“At the end of 2021-22, we optimistically concluded that the worst was behind us and that recovery had begun,” wrote Karyn Lewis, a researcher at NWEA, one of the assessment companies.  “Unfortunately, data from the past two school years no longer support this conclusion. Growth has slowed to lag pre-pandemic rates, resulting in achievement gaps that continue to widen, and in some cases, now surpass what we had previously deemed as the low point.” 

The starkest example is eighth grade students, who were in fourth grade when the pandemic first erupted in March of 2020. They now need nine months of additional school to catch up, according to NWEA’s analysis, released in July 2024.  “This is a crisis moment with middle schoolers,” said Lewis. “Where are we going to find an additional year to make up for these kiddos before they leave the education system?” 

All three analyses were produced by for-profit companies that sell assessments to schools. Teachers or parents may be familiar with them by the names of their tests:  MAP, i-Ready and Star. Unlike annual state tests, these interim assessments are administered at least twice a year to millions of students around the nation to help track progress, or learning, during the year. These companies may have a business motive in sounding an alarm to sell more of their products, but the reports are produced by well-regarded education statisticians.

Curriculum Associates did not detect as much deterioration as NWEA, but did find widespread stagnation in 2023-24, according to a report released on August 19, 2024. Their researcher Kristen Huff described the numerical differences as tiny ones that have to do with the fact that these are different tests, taken by different students and use different methods for crunching the numbers. The main takeaway from all the reports, she said, is the same. “As a nation, we are still seeing the lasting impact of the disruption to schooling and learning,” said Huff, vice president of assessment and research at Curriculum Associates. 

In short, children remain behind and haven’t recovered. That matters for these children’s future employment prospects and standard of living. Ultimately, a less productive labor force could hamper the U.S. economy, according to projections from economists and consulting firms. 

It’s important to emphasize that individual students haven’t regressed or don’t know less now than they used to. The average sixth grader knows more today in 2024 than he or she did in first grade in 2019. But the pace of learning, or rate of academic growth, has been rocky since 2020, with some students missing many months of instruction. Sixth graders in 2024, on average, know far less than sixth graders did back in 2019. 

Renaissance, a third company, found a mottled pattern of recovery, stagnation and deterioration depending upon the grade and the subject. (The company shared its preliminary mid-year results with me via email on Aug. 14, 2024.) Most concerning, it found that the math skills of older students in grades eight to 12 are progressing so slowly that they are even further behind than they were after the initial pandemic losses. These students were in grades four through eight when the pandemic first hit in March 2020.

On the bright side, the Renaissance analysis found that first grade students in 2023-24 had completely recovered and their performance matched what first graders used to be able to do before the pandemic. Elementary school students in grades two to six were making slow progress, and remained behind.

Curriculum Associates pointed to two unexpected bright spots in its assessment results. One is phonics. At the end of the 2023-24 school year, nearly as many kindergarteners were on grade level for phonics skills as kindergarteners in 2019. That’s four out of five kindergarteners. The company also found that schools where the majority of students are Black were showing relatively better catch-up progress. “It’s small, and disparities still exist, but it’s a sign of hope,” said Curriculum Associates’s Huff. 

Here are three charts and tables from the three different testing companies that provide different snapshots of where we are.

Months of additional school required to catch up to pre-pandemic achievement levels on NWEA’s MAP tests

The bars show the difference between MAP test scores before the pandemic and in the spring of 2024 for each grade. The green line translates those deficits into months of additional schooling, based on how much students typically learned in a school year before COVID hit.  For example, fifth graders would need an additional 3.9 months of math instruction over and above the usual school year to catch up to where fifth graders were before the virus. Source: Figure 3 “Recovery still elusive: 2023–24 student achievement highlights persistent achievement gaps and a long road ahead,” NWEA (July 2024). 

Percentage of students below grade level by grade and year according to Curriculum Associates’s i-Ready tests

Almost one out of every five third graders is below grade level in reading, a big increase from one out of every eight students before the pandemic. Source: Figure 2, “State of Student Learning in 2024” Curriculum Associates (August 19, 2024)
The number of students who are below grade level in math is higher than it used to be before the pandemic in grades one through eight. Source: Figure 11, “State of Student Learning in 2024” Curriculum Associates (Aug. 19, 2024)

Catch-up progress as of the winter of 2023-24, according to Renaissance, maker of the Star assessments

Renaissance analysis of Star tests taken between December 2023 and March 2024 (shared with The Hechinger Report in August 2024). Final spring scores were not yet analyzed.

Understanding why recovery is stagnating and sometimes worsening over the past year is difficult. These test score analyses don’t offer explanations, but researchers shared a range of theories. 

One is that once students have a lot of holes in their foundational skills, it’s really hard for them to learn new grade-level topics each year. 

 “I think this is a problem that’s growing and building on itself,” said NWEA’s Lewis. She cited the example of a sixth grader who is still struggling to read. “Does a sixth-grade teacher have the same skills and tools to teach reading that a second or third grade teacher does? I doubt that’s the case.” 

Curriculum Associates’s Huff speculated that the whole classroom changes when a high percentage of students are behind. A teacher may have been able to give more individual attention to a small group of students who are struggling, but it’s harder to attend to individual gaps when so many students have them. It’s also harder to keep up with the traditional pace of instruction when so many students are behind. 

One high school math teacher told me that she thinks learning failed to recover and continued to deteriorate because schools didn’t rush to fill the gaps right away. This teacher said that when in-person school resumed in her city in 2021, administrators discouraged her from reviewing old topics that students had missed and told her to move forward with grade-level material. 

“The word that was going around was ‘acceleration not remediation’,” the teacher said. “These kids just missed 18 months of school. Maybe you can do that in social studies. But math builds upon itself. If I miss sixth, seventh and eighth grade, how am I going to do quadratic equations? How am I going to factor? The worst thing they ever did was not provide that remediation as soon as they walked back in the door.” This educator quit her public school teaching job in 2022 and has since been tutoring students to help them catch up from pandemic learning losses.

Chronic absenteeism is another big factor. If you don’t show up to school, you’re not likely to catch up. More than one in four students in the 2022-23 school year were chronically absent, missing at least 10 percent of the school year. 

Deteriorating mental health is also a leading theory for school struggles. A study by researchers at the University of Southern California, released Aug. 15, 2024, documented widespread psychological distress among teenage girls and preteen boys since the pandemic. Preteen boys were likely to struggle with hyperactivity, inattentiveness and conduct, such as losing their temper and fighting. These mental health struggles correlated with absenteeism and low grades. 

It’s easy to jump to the conclusion that the $190 billion that the federal government gave to schools for pandemic recovery didn’t work. (The deadline for signing contracts to spend whatever is left of that money is September 2024.) But that doesn’t tell the whole story. Most of the spending was targeted at reopening schools and upgrading heating, cooling and air ventilation systems. A much smaller amount went to academic recovery, such as tutoring or summer school. Earlier this summer two separate groups of academic researchers concluded that this money led to modest academic gains for students. The problem is that so much more is still needed.

This story about academic recovery was written by Jill Barshay and produced by The Hechinger Report, a nonprofit, independent news organization focused on inequality and innovation in education. Sign up for Proof Points and other Hechinger newsletters.

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