Researcher

Why Hasn’t Tutoring Been More Effective?

The most recent of these, from researchers at Stanford University’s SCALE Initiative, examined math and reading tutoring programs in a large, urban district during the 2022-23 and 2023-24 school years. Neither led to overall gains in academic achievement.

But when researchers dug deeper into the data, they identified implementation problems that could be driving these null effects.

The findings add to a growing body of evidence around tutoring in a post-COVID landscape that suggests the effectiveness of a program hinges on the nitty-gritty details of how it is run—how often students meet with their tutors, for instance, or whether lessons are tailored to their specific needs.

Studying these implementation details could help school systems build more effective tutoring initiatives in the long run, said Elizabeth Huffaker, an assistant professor of educational leadership and policy at the University of Florida, and the lead author on the SCALE paper.

Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

Generative AI, particularly Large Language Models (LLMs), can expand access to expert guidance in domains like education, where such support is often limited. We introduce Tutor CoPilot, a Human-AI system that models expert thinking to assist tutors in real time. In a randomized controlled trial involving more than 700 tutors and 1,000 students from underserved communities, students with tutors using Tutor CoPilot were 4 percentage points more likely to master math topics (p0.01). Gains were highest for students of lower-rated tutors (+9 p.p.), and the tool is low-cost (about $20/tutor/year). Analysis of over 350,000 messages shows Tutor CoPilot promotes effective pedagogy, increasing the use of probing questions and reducing generic praise. In this work we show the potential for human-AI systems to scale expertise in a real-world domain, bridge gaps in skills, and create a future where high-quality education is accessible to all students.

The Post-Pandemic Promise of High-Impact Tutoring

As U.S. public schools emerged from the COVID-19 pandemic, longtime education policy wonk Liz Cohen saw that in many places, educators were finally taking tutoring seriously. 

For a year and a half in 2023 and 2024, Cohen traversed the country, interviewing educators, researchers and policymakers and observing tutoring sessions in seven states and the District of Columbia

Now the vice president of policy for the education group 50CAN, Cohen shares her findings in a new book, out today from Harvard Education Press: The Future of Tutoring: Lessons from 10,000 School District Tutoring Initiatives.

Why tutoring is a logistics problem worth solving

As education researchers, we hear directly from district leaders about the realities they and their teams face every day. Leading a school district means weighing competing priorities and managing resources, while finding space for new ideas that promise to strengthen teaching and learning.

Each of these efforts has value and reflects a commitment to improvement. Yet amid the churn of initiatives, it’s worth remembering the strategies that have been proven to work time and again.

Tutoring is one of those strategies. Far from a passing trend that fades after a year, high-impact tutoring is a unicorn in the oft-changing tides of education reform: it is both a centuries-old, pedagogically sound and educator-approved way to teach children, and it’s an approach proven by hundreds of rigorous studies over decades.

Parents, LAUSD settle suit; 100,000 students get 45 tutoring hours for three years

While various stakeholders are celebrating the settlement’s outcome, there is still work to be done to ensure students receive adequate academic support. 

When done properly, high-impact tutoring is one of the most researched and effective learning interventions, according to Kathy Bendheim, the strategic advising director for the Stanford Graduate School of Education’s National Student Support Accelerator. And there is research indicating that it can help boost attendance. 

“It will go a really long way to helping those students who fell behind during Covid,” Bendheim said. “But even before Covid, not all students were on grade level, far from it. And so, we believe that this type of tutoring should be incorporated into schools for the long run … for the students who need it.”

How is ChatGPT impacting schools, really? Stanford researchers aim to find out

A new collaboration between Stanford’s SCALE and OpenAI, the creator of ChatGPT, strives to better understand how students and teachers use the popular AI platform and how it impacts learning

Education is one of the fastest-growing use cases of AI products. Students log on for writing assistance, brainstorming, image creation, and more. Teachers tap into tools like attendance trackers, get curriculum support to design learning materials, and much more.

Yet despite the rapid growth – and potential – a substantial gap remains in knowledge about the efficacy of these tools to support learning. 

A new research project from the Generative AI for Education Hub at SCALE, an initiative of the Stanford Accelerator for Learning, aims to help fill that gap by studying how ChatGPT is used in K-12 education. In particular, the research will examine how secondary level teachers and students use ChatGPT. 

What’s in a Contract? How Outcomes-Based Contracting Reshapes School District–Vendor Relationships

In this study, we analyze the contracts between districts and vendors of instructional services and products to understand how relationships between these parties are structured. We compare three types of contracts: those developed with the support of SEF’s Outcomes-Based Contracting (OBC) Cohort program, those between the same districts and other vendors without SEF support, and those involving the same vendors but with other districts that did not receive SEF assistance. During the cohort experience, participating districts received guidance from SEF’s Center for Outcomes-Based Contracting. The total cost of hosting each district in the cohort was $30,000, of which districts contributed $15,000, with the remaining expenses covered by SEF through philanthropic funding. We use the emerging OBC framework as a baseline to understand the extent to which traditional district–vendor contracts already incorporate elements of the OBC approach and other information pertinent to vendor quality and alignment.

How Portland Public Schools can afford to offer high-impact tutoring

“We have a lot of work to do,” Hudson said, which is why the 43,500-student district has zeroed in on providing high-impact tutoring.

Joined by Stanford University’s Nancy Waymack, Soto and Hudson shared what Portland has learned from its efforts during a July 12 session at UNITED, the National Conference on School Leadership.

High-impact tutoring is a data-driven service that is embedded into the school day and uses consistent, well-supported tutors, said Waymack, director of research, partnerships and policy for Stanford University’s National Student Support Accelerator. The tutors use high-quality instructional materials and hold sessions at least three times a week in small groups of no more than four students, she said. 

The Impact of High-Impact Tutoring on Student Attendance: Evidence from a State Initiative

This study provides compelling evidence that tutoring can do more than boost test scores; it can actually get students back in the classroom. On average, students were 1.2 percentage points less likely to be absent on days when they were scheduled to receive tutoring, suggesting that they are motivated to participate in tutoring. This impact was even greater for middle schoolers and students who’d missed more than 30% of school days the prior year. The study also found that the design matters: tutoring only improved attendance when it combined at least two evidence-based features like small groups, frequent sessions, and in-school delivery.