Analysis of 1,425 students' logs shows they coast through 60% of class time on math seatwork, mostly by stopping early, with extra practice effort correlating to higher standardized test performance.
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2026 2representative citing papers
A self-regulated GenAI contract changed thinking for 58% of 217 students but did not produce sustained behavior change because maintaining personal guidelines required ongoing self-control that many could not sustain under pressure.
citing papers explorer
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Coasting Through Class: Learning Opportunity Loss from Practice Avoidance During Individual Seatwork
Analysis of 1,425 students' logs shows they coast through 60% of class time on math seatwork, mostly by stopping early, with extra practice effort correlating to higher standardized test performance.
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Self-Regulated Personal Contracts as a Harm Reduction Approach to Generative AI in Undergraduate Programming Education
A self-regulated GenAI contract changed thinking for 58% of 217 students but did not produce sustained behavior change because maintaining personal guidelines required ongoing self-control that many could not sustain under pressure.