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COVER page of Student Research Into How Students and Faculty Use AI- Insights for Teaching and Learning with title and photo and every learner everywhere logo.

January 2026

This report offers a student-centered examination of generative AI in higher education—not a guide or endorsement, but a record of genuine student inquiry into AI’s potential and limitations. Students are already using AI, regardless of institutional policies. This student research helps faculty understand not just what tools students are using, but how they’re thinking about AI’s role in their education.

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Materials are freely available on our website and licensed under a Creative Commons Attribution-No Derivatives 4.0 International License, unless otherwise noted. Accessible versions of publications produced before 2025, are available upon request. Please complete this form and Every Learner staff will be in touch. Response times may vary, especially for longer or more complex documents.

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integrating adaptive tools case study cover page

January 2022

A case study on integrating adaptive tools into course redesign provides instructional design support and integrated adaptive technology. 

October 2021

The study suggests that adaptive learning technology helped students who need support with prerequisite concepts, provided tools to help guide students through complex, multistep processes, gave faculty insights into concepts students were struggling with, and reduced the cost of course materials.

A Discipline Brief for Equity in Chemistry Cover

June 2021

This brief shares how asset-based instruction, fostering student belonging, active learning, and flexible and differentiated coursework can reduce equity gaps in chemistry.

Adaptive Courseware in Chemistry Cover

July 2019

This brief provides an overview of the current research on the effectiveness of adaptive courseware broadly and in the discipline of Chemistry.