Related Experiment Video
Updated: Sep 9, 2025

Setting Up a Stroke Team Algorithm and Conducting Simulation-based Training in the Emergency Department - A Practical Guide
Published on: January 15, 2017
An adaptive simulation intervention decreases emergency physician physiologic stress while caring for patients during
Leigh V Evans1, James W Bonz1, Samuel Buck1
1Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, United States of America.
Background:
Stressful work environments and burnout in emergency medicine (EM) physicians adversely impact patient care quality. The future EM workforce will need to prioritize clinician well-being to ensure optimal patient care.
Methods:
This prospective, randomized, controlled study aimed to determine whether an adaptive simulation intervention, COVID-19 Responsive Intervention: Systems Improvement Simulations (CRI:SIS), decreased physiologic stress as measured by heart rate variability (HRV) in front-line EM physicians during the COVID-19 pandemic. HRV was measured with smart shirts and self-reported State-Trait Anxiety Inventory (STAI) were collected at baseline and during four 8-hour clinical shifts for all participants. The intervention group (n = 40) received a 3-hour virtual educational simulation intervention consisting of four simulation scenarios (CRI:SIS). The control group (n = 41) received no simulation intervention.
Results:
There were no significant differences in demographics between groups. HRV data collected from 81 physicians across a total of 324 clinical shifts showed an increase in HRV (decrease in physiologic stress) in shifts immediately following CRI:SIS in the intervention group as measured by a root mean square standard deviation (RMSSD) difference of 11.55 ms (95% CI, -19.90 to -3.20; P = 0.007) compared to the control group. Post-intervention STAI did not significantly differ between intervention and control.
Conclusion:
An adaptive simulation-based educational intervention led to decreased physiologic stress (increased HRV) among emergency physicians who received a simulation education intervention. Reduced physiologic stress generated by adaptive simulation interventions may improve both patient safety and clinician well-being.
More Related Videos
08:25Polar Histogram Visualization of Acute Stress Disorder Scale Scores for Comprehensive Clinical Assessment
Published on: December 6, 2024
10:45A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings
Published on: January 22, 2018
Related Concept Videos
Acute Coronary Syndrome IV: Interprofessional Care
Stress Prevention and Stress Management Techniques IV
Cardiopulmonary Resuscitation III: AED Use