Operationalizing, Validating, and Scaling Health Systems Citizenship Assessment in Undergraduate Medical Education

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NBME Stemmler Award$136,2962023-2025Active StudyOpen for Students

Developing NLP and AI-based tools to support assessment of health systems citizenship and to characterize medical students' mental models of health systems.

Objectives

  • 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