Wednesday, May 6, 2026

How are teachers reckoning with AI in schools?


Artificial intelligence has swept into American schools, and more is sure to come. This year, both Google and Microsoft — the two biggest companies at the forefront of the AI boom — announced major investments in AI training for teachers. 

But what do teachers think of this transformation of their work?

Katie Davis, a University of Washington professor in the Information School and co-director of the Center for Digital Youth, studies how technology affects young people’s learning and development. Davis has also been teaching for over two decades — first as an elementary school teacher and now as a professor — so she’s acutely aware of how earlier technological revolutions in teaching have not always played out as hoped.

Davis and a UW-led team of researchers interviewed 22 teachers in Aurora Public Schools in Colorado — a district that’s investing heavily in AI through systems like Google’s Gemini and MagicSchool, an AI tool that helps teachers plan. Overall, teachers were ambivalent about the technology. They liked that it could reduce workload, especially for rote tasks, but worried that it could erode the social aspects of teaching.

The team presented its research April 15 at the Association for Computing Machinery Conference on Human Factors in Computing Systems in Barcelona.

UW News talked with Davis about the study and how ostensibly democratizing technologies can widen disparities in schools. 

Why did you want to study AI adoption by schools?

Katie Davis: At least since the introduction of the radio, every new technological invention has been hyped for how it will change teaching and learning. Computers are the prototypical example. They were pushed into schools only to start collecting dust, because they didn’t really change anything. We saw it with massive open online courses, too. Ten or 15 years ago, these courses were supposed to transform education and put colleges and universities out of business. But that hasn’t happened.

Often the hype centers on closing educational inequities. But these new technologies actually tend to aggravate existing inequities. The schools serving the most affluent students have the resources to think carefully about how to incorporate technologies into their curriculum so that they’re supporting student learning goals and outcomes, whereas more under-resourced schools don’t have the resources or the time to do that kind of work. So they end up incorporating technologies in ways that don’t necessarily help students learn; instead, they make things more efficient or keep track of students.

When AI started being intensely pushed into schools, I thought here we go again. AI is here and it’s not going anywhere, so I would love for us to understand how it’s being taken up in schools and, ideally, to prevent this recurring pattern.

What did you hear from teachers about AI?

KD: Teachers expressed a deep ambivalence toward AI. It wasn’t as if any one teacher said it’s all great or it’s all terrible. I think the single strongest driver for teachers to use AI was to prevent burnout. Teachers are being asked to do more and more — not just teach, but care for students’ entire emotional, cognitive and academic lives. It really weighs on them. So a lot of them talked about turning to AI to be a thought partner, to help them brainstorm lesson ideas, create assessments and differentiate lessons for different learners.

Another really big benefit for this particular school district was multilingual support. The district serves students who speak more than 160 languages. One teacher we spoke with said she had four main languages represented in her classroom but she only spoke English, so she was turning to AI to help her translate materials for her students and for their families so that she could communicate with them. 

I think it’s really important to note that this district is going all in on AI. They’re encouraging teachers to use it and providing professional development, and teachers are talking among themselves and sharing ideas. This kind of institutional support and more informal teacher conversations are also encouraging teachers to use AI and explore how they might incorporate it into their teaching practice.

AI is often presented as a democratizing technology, but a Financial Times story recently showed that higher wage earners are using AI more than lower wage earners in the same industry — possibly increasing disparities. Are you seeing anything like that playing out in education?

KD: The way that manifests in education is in the kinds of support that students have access to. It’s more likely that better-resourced schools are also going to provide some form of AI literacy instruction — to really engage students in thoughtful reflection about what AI is, how it may or may not be useful for their learning, and to actually get them to think about these issues in a deep way. Whereas in under-resourced schools, the easiest thing to do is to just block AI. That’s not going to prevent students from using it, but they will end up using it in a communication vacuum, without any adult guidance. You can see how that would create disparities in how well students can use it.

I was really interested in the finding that teachers are concerned that students will know they’re using AI.

KD: That is one of the most interesting findings for me. Teachers are definitely aware that if their students think they’ve used AI, students and their parents will feel that their teachers are cheating them out of a proper education. Teachers are very worried about both students and their more AI-resistant colleagues seeing them that way. I don’t think this is unique to teachers — I feel it in university jobs, too. Many people have this perception that using AI is cheating or taking the easy way out. 

But there’s another layer: Teachers are personally worried about their own authentic voice and professional identity. They’re asking, “If I am using AI, at what point am I no longer a teacher? Where’s that line between using AI as a thought partner to augment my professional practice versus it now replacing my professional practice?” 

What are ways schools might amplify the positive parts of using AI while mitigating some of these negative effects?

KD: One of the first things is to bring AI out of the shadows and talk about it. Since we published this piece, I’ve been engaging with groups of teachers around the country in professional development experiences around AI, and they really enjoy having a community of practice. They feel that those spaces don’t necessarily exist in their schools. It’s like there’s this vacuum of communication — students don’t talk about it because they’re implicitly getting the message that it’s not OK to use it, and it’s the same with teachers.

Professional development is also very important. But a lot of professional development for teachers is just one-off PowerPoint presentations. It doesn’t really connect to whatever is going on in the classroom. Professional development needs to be done in a sustained way that meaningfully connects AI to teachers’ immediate classroom experiences.

School leaders need to be able to communicate AI policies, so that teachers are aware of them and understand how they apply in their specific schools. If you take Washington state as an example, the Office of Superintendent of Public Instruction has a really great blueprint and guidance for using AI. But my sense is that not many teachers are aware of it, or even if they are, there hasn’t been any concerted effort to say, “OK, this is what that means in our school.” We need to be working at many levels to make sure that AI is integrated into education well. 

Is there anything you want to add?

KD: Something I hold very dear as a teacher is that teaching is relational. Kids don’t learn in isolation. The CEO of Khan Academy gave a TED Talk saying the ideal vision is for every kid on the planet to have their own personal AI tutor and for every teacher to have their own personal AI teaching assistant. Maybe that would be great, but I worry that this push toward AI will erode the relationships between teachers and students. Teaching and learning are social processes. It’s not just about putting information into a student’s brain. Students learn through dialog, through participation in cultural practices. To remove that element of learning really concerns me.


Schools must do more to help girls master AI

Schools must do more to help girls master AI. That’s the conclusion of a new study, which found that boys, more confident at working with AI, performed better in some classes compared to their female counterparts.

The researchers, who carried out the study in Qatar, recommend that AI to be taught in primary schools – and that teachers show students how to use AI tools, to help with their schoolwork.

“AI is rapidly making its mark in almost every sector of the economy and will continue to increase its influence, making it vital that young people are equipped with the skills to thrive in an AI-driven future,” says researcher Dr. Zubair Ahmad, of Qatar University Young Scientists Center (QUYSC).

“However, previous research has shown that students often struggle to master the fundamentals of AI concepts. We wanted to know why.

“We found that students who believe in their ability to learn and use AI tend to do better in the subject. This link between confidence and results is much stronger in boys than in girls.

“Good teaching and access to resources are also important, although their impact was stronger for boys than for girls.

“By building girls’ belief in their ability to master AI, schools can help ensure that both genders do well in the subject and help prepare the next generation for life in a world that is being rapidly transformed by AI.”

For the study, published today in peer-reviewed journal Cogent Education, Dr Ahmad and colleagues developed a 35-question survey that explored the relationship between students’ confidence and belief in their ability to learn and use AI (AI efficacy), how much they had learnt (AI learning outcomes) and how much support they got from their teacher and school (institutional support).

The questionnaire was completed by 743, 15- to 18-year-olds who were studying computing and IT at high school in Qatar. Participants comprise both Qatari nationals and students from diverse Asian and African backgrounds.

Analysis of their answers showed that students who were more confident at AI did better in the subject, particularly if they were boys.

Students who received higher levels of institutional support – including teacher guidance, hands-on learning experiences, and access to educational resources – demonstrated better AI learning outcomes, with this effect being significant for male students but not for female students.

It is thought that students who are more confident at AI are more likely to persevere when the topic gets difficult, while those with a belief in their abilities may shy away from tricky areas or give up.

Good teaching, meanwhile, can inspire and motivate and so help turn confidence into results.

Dr Ahmad says there are several possible reasons why the links between confidence, institutional support, and learning outcomes were stronger in boys than in girls.

“Technology and AI are often perceived as a male-dominated domain which can influence students’ belief in their abilities and their engagement in the subject,” he explains.

“And, as a result female students may have lower confidence in their abilities or be less likely to experiment with AI tools.

“The teaching style may matter, too. We know, for example, that some students prefer very structured lessons, others thrive on the combination of gentle guidance and the freedom to explore.”

The study’s findings can be used to amend curricula, to boost students’ AI self-efficacy and their AI skills, say the authors.

They suggest that:

  • Students should be taught the basics of AI from early stages of school education. More complex concepts can be introduced progressively across higher grade levels.
  • Lessons should be interactive, with students asking questions, doing hands-on work, and solving real-world problems, rather than passively listening.
  • Teachers should give students feedback soon after they complete a task, while it is still fresh in the students’ minds.
  • Educators should also teach students about how to use AI ethically. This could include showing them how to use AI tools to help with their schoolwork without cheating or being dishonest.

“Schools should also do more to support girls specifically,” says Dr Ahmad. “This could be done by providing them with more female role models in AI, creating a classroom environment in which all students feel comfortable, so that girls perceive that they are equally supported, which will boost their belief in their abilities to engage with AI.

“One way of doing this is through what we call guided practice. An example would be a teacher demonstrating how to use an AI tool, then allowing students to practise, while giving them guidance when needed. The teacher then gradually reduces the level of support as the students become more proficient. Such approaches will ensure that students, particularly girls, feel supported throughout the learning process.

“This builds skills, while also boosting confidence.”

A limitation of the study, includes that it has “conceptualized institutional support with a broader coverage of the AI learning aspect”.

The authors recommend future research may investigate the influence of various aspects of AI learning individually.

10.1080/2331186X.2026.2625448  

Tuesday, May 5, 2026

Benefits in being older college student while working

 

Being older than 25, working, commuting, having dependents sound like challenges, but often predicted key academic successes

 The number of students in higher education who don’t come straight from high school is rapidly increasing across the country. Yet little research has addressed how the characteristics of post-traditional students affect key academic outcomes. New findings from the University of Kansas show there are some advantages to students who are older and working while studying.

Researchers analyzed characteristics of post-traditional students, often referred to as nontraditional students, in a highly competitive engineering program at a Hispanic-serving Research 1 institution in the southeastern United States. Authors wanted to better understand how factors like being older than 25, working full-time while attending school, having a GED, having dependents or commuting influenced factors like cumulative grade-point average, enrollment the following semester and if students graduated in six years.

Key findings included one variable, being a part-time student, negatively predicted cumulative GPA, enrollment the next semester and six-year graduation rates. However, being older than 25, a commuter and working full time positively predicted six-year graduation rates, while being older and commuting negatively predicted retention.

The sample included more than 7,000 students in undergraduate and computing programs. Haiying Long, professor of educational psychology at KU and one of the study’s authors, said the research team wanted to focus on the program as it has traditionally served underrepresented populations.

“This institution has a large number of post-traditional students. We use data to understand the needs of this unique group of students,” Long said. “If we include the characteristics of post-traditional students, the amount who fit in that classification is more than 90%. The factors we are looking at are key measures not only in engineering, but throughout higher education.”

The findings that being an older student and working full time was not a disadvantage for student success was something Long described as “exciting news.” It shows older students can bring advantages like self-discipline and life experience to their academic work and that they can also often financially support themselves. The fact that being a part-time student negatively predicted three measures of student success shows that more attention needs to be paid to supporting those students, the researchers said.

Factors such as race and gender also play a role, but the researchers controlled for those variables to focus on the influence of age, enrollment status, having dependents and working on success in an engineering program.

Researchers examined an engineering program as the discipline has long had underrepresentation of post-traditional students and populations like women and underrepresented communities reaching the higher levels of education and representation in the professional field as well. 

The field is also understood to be in high demand, and when more graduates are needed to fill positions in the workforce — while more students are simultaneously post-traditional — further research is necessary to help ensure those students’ success, Long said.

The findings are key to both policymakers and institutional leaders, given demographic changes in society.

“Especially right now, every university is talking about an enrollment cliff,” Long said of declining numbers of high school graduates. “That means we need to have strategies to support the unique needs of post-traditional students. Whoever can figure out how to support them will be in good position for the future.”

Co-written by Bruk Berhane, Jingjing Liu and Julian Sosa Molano of Florida International University and Su Gao of the University of Central Florida, it was published in The Journal of Continuing Higher Education.

The findings indicate the importance of not only supporting post-traditional students but doing so from an assets-based approach, the researchers said. Focusing on the positive attributes such students bring and offering supports based on what they do well, such as offering alternate office hours or virtual support for those who can’t make it to campus during traditional times due to job obligations would be a start, they write.

Research often focuses on GPA when studying student retention. But the study’s results indicate that focusing more on six-year graduation rates could be more effective for measuring success of post-traditional students, because along with next semester enrollment, the outcome was significantly predicted by post-traditional characteristics.

Engineering traditionally encourages full-time enrollment to both keep students engaged and promote on-time graduation. However, the struggles of part-time students show that more support for the population, such as hybrid in-person and virtual courses could lead to better outcomes for part-time, post-traditional students, according to the authors.

Long is conducting further research comparing the success rates of older students to part-time students to further understand what factors lead to their retention and success. She is also conducting research with colleagues to analyze longitudinal data from post-traditional students in similar settings to understand their cumulative GPA, retention and graduation rates over a longer period, as well as to better understand their on-campus experiences.

“We want to help get this understudied population in the spotlight and tell policymakers how important this group is and about their unique needs,” Long said. “It’s not always the case that older students take longer to graduate or that they are less likely to finish. There are advantages to being an older student.”

Monday, May 4, 2026

Failure of Social Media Ban for Youth

 In December 2025, Australia became the first country to ban youth under 16 years old from holding accounts on major social media platforms, a policy now under consideration in more than a dozen countries and in numerous states. Because social media use is inherently social, the effectiveness of a ban that is easy to circumvent may depend on whether compliance reaches a tipping point: a share of compliant peers high enough to make it optimal for individuals to comply themselves. 

For this report researchers surveyed 835 Australian teenagers four months after the ban took effect and find that only about one in four 14–15-year-olds comply. The social environment around use has barely moved: most banned teens believe that their peers are still using banned platforms and cite social reasons for continuing use. 

Sustaining high compliance requires two ingredients: the share of compliers must be high enough and those who comply must find it preferable to continue complying. The current ban achieves neither. Teenagers report that they require roughly two-thirds of peers to stop using social media to stop themselves, far above the share currently complying. They also perceive compliers as less popular than non-compliers, so the more influential teens disproportionately stay on the platforms. Together, these patterns suggest that compliance is more likely to diminish than to rise. Sustaining higher compliance will likely require pairing the ban with instruments that act on social norms and individual incentives directly.

The Role of Schools in Developing Social and Emotional Skills

 This report examines how schools cultivate socio-emotional skills that influence both individual success and broader social cohesion. Education plays a crucial role in fostering traits that promote cooperation, trust, and long-term societal well-being. 

Drawing on insights from neuroscience, psychology, and economics, the report explores how schools shape not only academic and labor market outcomes but also intergenerational beliefs, attitudes, and the formation of social capital. 

The report highlights how school-based interventions can instill perseverance, enhance social learning, and create environments that curb anti-social tendencies, promote prosocial behavior—ultimately influencing the cultural fabric of society. This perspective reframes education as a mechanism for building more equitable and cohesive communities.

The Effects of School Phone Bans

 Schools across the U.S. have sharply restricted student use of phones during the school day. This study evaluates one type of restriction—lockable phone pouches—using nationwide data combining large-scale surveys, GPS pings, standardized test scores, and school administrative records, along with sales records from the largest pouch provider. 

The researchers find that pouch adoption substantially reduces phone use as measured by GPS pings and teacher reports. In the first year after adoption, disciplinary incidents increase and student subjective well-being falls, consistent with short-term disruption. However, effects on well-being become positive in later years and disciplinary effects fade. 

For academic achievement, average effects on test scores are consistently close to zero. High schools see modest positive effects, particularly in math, while middle schools see small negative effects. 

There is little evidence of effects on school attendance, self-reported classroom attention, or perceived online bullying.

Friday, May 1, 2026

Social media promotion, ease of access increase risk of adolescent inhalant misuse

 

Two new studies offer insight into the factors that coincide with adolescent inhalant use in the U.S., a dangerous pastime that can have lifelong — or life-ending — consequences.

The first report, described in the Journal of Studies on Alcohol and Drugs, found that millions of Americans were exposed to content about recreational nitrous oxide use from just 30 videos posted on social media in early 2025. Some of the videos included demonstrations of how to use inhalants.

The second study, detailed in the journal Preventive Medicine, found that younger teens are more likely than older adolescents to engage in inhalant misuse and that adolescent girls, in particular, are more likely than boys to develop inhalant use disorder, a condition defined as a “problematic pattern of use of a hydrocarbon-based inhalant substance leading to clinically significant impairment or distress.”

American Indian/Native Alaskan adolescents also were at higher risk of inhalant use disorder, and youth with other behavioral warning signs, particularly those who had engaged in fighting, stealing or cannabis use, were also found to be at higher risk.

Recreational inhalant use can include inhaling fumes from nitrous oxide cannisters, spray paints, glues or other sources of volatile hydrocarbons. Users report experiencing brief but intense highs when they engage in this activity.

“Inhalant use can cause serious harm, including neurologic damage, hearing loss, liver and kidney dysfunction, cardiac arrhythmias, psychological dependence and even sudden death after a single episode of use,” said University of Illinois Urbana-Champaign health and kinesiology professor Rachel Hoopsick, who led the two studies with University of Mississippi public health professor Andrew Yockey, the corresponding author of both papers. Yockey will join the U. of I. health and kinesiology faculty in August 2026.

For the social media study, the researchers reviewed 30 videos related to nitrous oxide use that were posted in English on YouTube and/or TikTok between January and March 2025. They coded the videos for messenger/influencer characteristics, thematic content and engagement metrics.

The analysis revealed that even single videos about inhalant use had broad reach.

“Videos averaged 23 million views, 64,753 likes, and 9,500 shares. Half depicted personal experiences, 16.7% demonstrated use, and 10% promoted free trials,” the researchers wrote. “Most messengers were perceived as male (70%) and Black/African American (73.3%).”

None of the videos included age restrictions or health warnings, and content “frequently framed use as socially acceptable or entertaining.”

The “free trial” videos provided links or addresses offering free nitrous oxide products.

“The legal ambiguity surrounding the use of nitrous oxide for recreational purposes, its accessibility and affordability make it an attractive option for youth seeking a quick high, while online videos on sites like Instagram or TikTok often downplay or fail to mention potential risks,” Yockey said.

The Preventive Medicine study analyzed data from the 2021 and 2023 National Survey on Drug Use and Health, a nationally representative survey conducted in the U.S. The study found that 0.7% of adolescents 12-17 years of age reported having used inhalants in the month prior to being surveyed, 2.2% had used inhalants in the year prior and 0.2% met the criteria for inhalant use disorder. While the prevalence was low, these percentages suggest that well over half a million adolescents in the U.S. used inhalants in those years.

“Younger adolescents reported higher use — perhaps because these are some of the first drugs they try,” Yockey said. “We also know, from this study and others, that youth who report inhalant use are significantly more likely to engage in other substance use, including alcohol, cannabis, nicotine and prescription drug misuse.”

Behavioral problems also coincided with inhalant use, including fighting and stealing, the team found.

The finding that adolescent girls and American Indian/Native Alaskans were more likely to meet the criteria for inhalant use disorder will require a closer look at the social and environmental factors driving those vulnerabilities, the researchers said.

“These studies reinforce the idea that inhalant use disorder should be understood less as an isolated substance-specific problem and more as a marker of underlying behavioral and psychosocial dysregulation in high-risk adolescents,” Yockey said.  

“Inhalants remain one of the least studied and least discussed substance-use categories, despite the seriousness of their health risks,” Hoopsick said. “Our work suggests that we still know too little about how social and digital environments shape perceptions of inhalants, especially nitrous oxide, and how that may influence normalization and use among youth.”

The paper “Social media portrayals of nitrous oxide normalize use and encourage youth exposure” is available online. DOI: 10.15288/jsad.25-00301

The paper “Adolescent inhalant misuse in the United States: Findings from the 2021–2023 national survey on drug use and health” is available online. DOI: 10.1016/j.ypmed.2026.108567