Chikahiro Ohkubo

Assessment Design in the Era of Large Language Models: Evidence From Japanese Health Professions Licensing Examinations

Background The rapid development of large language models (LLMs) has raised questions about the continued educational value of conventional assessment formats in health professions education. This study evaluated how examination type, search access, image-based question characteristics, and item format influenced LLM a...