World Bank GPT-4 English Tutoring RCT — Two Academic Years of Learning in Six Weeks, Edo State, Nigeria
Nigeria
A six-week World Bank RCT in nine Edo State public schools showed GPT-4 tutoring (Microsoft Copilot) delivered English gains equivalent …
United States of America · Stanford · See the United States of America profile · See the Stanford profile
Top 40% 53/100 · Ask Evidence Copilot about this practice
Two RCTs with 355 students in grades 1-5 in two high-poverty US districts: average AI-tutor use was 2.2 and 5.2 minutes a week against 30 recommended. Human support raised use by 1-4.4 minutes; reading did not improve.
Researchers at Stanford (Carly Robinson, David Gormley, Ana Trindade Ribeiro and Susanna Loeb) ran two randomised controlled trials in 2024-2025 in two high-poverty US school districts, with 355 students in grades 1-5. An AI literacy tutoring platform (provider unnamed) was scheduled for two 30-minute sessions a week, in after-school homework time in one district and during class time in the other. Students used it either independently or with a human tutor focused on engagement rather than instruction, at a 2-5 to 1 ratio.
Uptake was low: just over 60% of students in one district and 53% in the other ever logged on, and average weekly use was 2.18 and 5.23 minutes against the provider's recommended 30. Human support increased weekly use by about 1 minute in one district and 4.4 minutes in the other (a 71-80% relative rise) but remained far below the recommended dose. The intervention did not improve reading achievement.
The authors stress that the tool never received an adequate dose, so the trials do not show that AI tutoring cannot work. Students who used it were less likely to receive special-education services and more likely to be higher achieving, a warning for equity. The practice is included as a cautionary case: provisioning AI tutors is not the same as getting students to use them.
Read the full analysis: https://nssa.stanford.edu/studies/access-not-enough-human-support-improves-engagement-ai-tutoring
Implementation detail (cost, timeline, staffing, conditions for success) is not yet available for this practice.
Do you run this practice? Claim it — verified implementers get a public contact pathway and can propose corrections.
Where this practice's information was retrieved from, and when.
Nigeria
A six-week World Bank RCT in nine Edo State public schools showed GPT-4 tutoring (Microsoft Copilot) delivered English gains equivalent …
Hungary
A 13-week controlled study at four Hungarian universities found a ChatGPT-based adaptive tutor using Bayesian Knowledge Tracing nearly doubled programming …
Chile
UC Chile's AyudantIA trains professors to build course-specific AI tutoring chatbots; by 2026, 194 agents across ~100 courses reached 4,600+ …
United Kingdom
A four-week, individually randomised trial of 929 English GCSE Biology, Chemistry and Physics students found those using the Medly AI …
Open full copilot Grounded in cited practices — always check the sources.