Harvard Medical School (HMS and HSDM)
The goal of this study is to learn whether simulation training with an ambient artificial-intelligence (AI) coach improves how physicians lead trauma resuscitations. The main question it aims to answer is: \- After coach-assisted training, do participants lead simulated trauma resuscitations without the coach better than they did before training? Researchers will compare each participant's performance on cases led without the coach before and after training. Participants will: * Lead simulated trauma resuscitations by voice in a trauma-bay simulator * Lead cases without the coach, then training cases with the coach, then further cases without the coach * Complete short surveys Blinded attending physicians score each case from a recording.
Participants lead simulated trauma resuscitations by voice as the trauma team leader. A computer simulation plays the patient and the trauma-bay team. The ambient AI coach listens to the simulated bay and shows decision-support cards on a dashboard; it does not speak or change the simulation. Performance on cases led without the coach is scored by blinded attending physicians.
Inclusion Criteria: * Resident physician in postgraduate year 1 or 2 * Has never led a trauma resuscitation as team leader * Provides electronic informed consent Exclusion Criteria: \- Has previously led a trauma resuscitation as team leader
Simulated trauma resuscitations led by voice with an ambient AI coach that shows real-time decision-support cards on a dashboard.
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