Research Project
Operationalizing, Validating, and Scaling Health Systems Citizenship Assessment in Undergraduate Medical Education
Developing NLP and AI-based tools to support assessment of health systems citizenship and to characterize medical students' mental models of health systems.
NBME Stemmler Award$136,2962023-2025Active StudyOpen for Students
Research Question
Design and validate NLP/AI pipelines to analyze assessment artifacts
Approach
- Design and validate NLP/AI pipelines to analyze assessment artifacts
- Quantify and visualize students' mental models of health systems
- Translate insights into actionable feedback for learners and programs