The computer-supported writing assessment (CSWA) has been widely used to reduce instructor workload and provide real-time feedback. Interpretability of CSWA draws extensive attention because it can benefit the validity, transparency, and knowledge-aware feedback of academic writing assessments. This study proposes a novel assessment tool,…

Five computerized role-playing scenarios accepting unrestricted natural language input were administered to 72 freshman medical students. The scenarios measured and automatically scored responses on five psychological dimensions: social skills, level of frustration, submissiveness, combativeness, and negotiative ability. Tests identified…