Hint-Writing with Deferred AI Assistance: Fostering Critical Engagement in Data Science Education

Anjali Singh, Christopher Brooks, Warren Li +2

Generating hints for incorrect code is a cognitively demanding task that fosters learning and metacognitive development. This study investigates three designs for personalized, sca…