Capturing medical student encounters in the clinical learning environment for precision medical education

The dissemination of individualized student dashboards enables insights into clinical experiences and identifies student contributions to patient care. By sharing rich data, students can pinpoint learning opportunities and faculty can better support curricular goals, advancing precision medical education strategies. This approach can serve as a model for empirical studies on how clinical learning environments shape student development and marks a necessary step toward personalized learning systems in UME.