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Peninsula School District · Gig Harbor, WashingtonOpen source · free to run
Peninsula AI
Research PaperEd Working PapersFeb 25, 2025

Automated Feedback Improves Teachers’ Questioning Quality in Brick-and-Mortar Classrooms

Dorottya Demszky, Jing Liu, Heather C. Hill, Shyamoli Sanghi, Ariel Chung

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What follows is our summary, written for district staff. It is not the paper. If this is going to inform a decision, read the original.

Automated Feedback Improves Teachers’ Questioning Quality in Brick-and-Mortar Classrooms

Article Summary

Teachers used an AI tool that transcribed portions of their instruction, analyzed the transcript for question types, and then provided feedback to the teacher toward improving their use of “focusing questions.” While teachers using the tool did change their questioning techniques in statistically significant ways, other aspects of their instruction were unchanged. While research supports this use of focusing questions, this study did not examine student achievement.