An adaptive simulation intervention decreases emergency physician physiologic stress while caring for patients during COVID-19: A randomized clinical trial

L Leigh V. Evans J James W. Bonz S Samuel Buck J Jeffrey N. Gerwin S Shacelles Bonner S Suzette Ikejiani T Tatiana Moylan M Melissa Joseph G Gustavo de Oliveira Almeida J Jessica M. Ray J James D. Dziura A Arjun K. Venkatesh A Ambrose H. Wong

Abstract

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.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 20, Issue 9
Published September 03, 2025
Pages e0331488
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (13)

L

Leigh V. Evans

J

James W. Bonz

S

Samuel Buck

J

Jeffrey N. Gerwin

S

Shacelles Bonner

S

Suzette Ikejiani

T

Tatiana Moylan

M

Melissa Joseph

G

Gustavo de Oliveira Almeida

J

Jessica M. Ray

J

James D. Dziura

A

Arjun K. Venkatesh

A

Ambrose H. Wong