Lisa Dierker

Author directory

2026

Retrieval practice supports learning but requires educators to build large item banks. We compared LLM-generated and human-written retrieval practice items in an introductory psychology course to test whether LLM items match instructor-written ones in quality. LLM items exhibited overall weaker psychometric properties, suggesting that human supervision may remain necessary during item generation for retrieval practice.