Investigating Learner-Aware Design of LLM-Generated Educational Feedback

Researchers tested six types of feedback—Normal, Coverage, Actionability, Novelty, Keyword, and Positivity—on 321 high school students to see which improved answer revision and subjective evaluation. Results showed 'Normal' and 'Keywords' were best for performance. Preferences varied by personality traits like Social or Reserved learners.

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