Exploring the Use of a Large Language Model in Simulation Debriefing: An Observational Simulation-Based Pilot Study

This study highlights LLM integration in aiding debriefing by organizing complex information. Though facilitators reported a considerable task load, findings suggest that LLM can enhance simulation-based debrief quality, while there remains a continuous need for human oversight.

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Publication Details

Journal
Simulation in Healthcare The Journal of the Society for Simulation in Healthcare
Published
2025-05-06
DOI
https://doi.org/10.1097/sih.0000000000000861
Citations
3
Primary Topic
Simulation-Based Education in Healthcare
Type
article
Field-Weighted Citation Impact
3.49
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article

Exploring the Use of a Large Language Model in Simulation Debriefing: An Observational Simulation-Based Pilot Study

Marc A Auerbach, Lindsay Johnston, Travis Whitfill, Sophia Athanasopoulou et al.
3 citations
Simulation in Healthcare The Journal of the Society for Simulation in Healthcare
Simulation-Based Education in Healthcare
3.49
article

Exploring the Use of a Large Language Model in Simulation Debriefing: An Observational Simulation-Based Pilot Study

Marc A Auerbach, Lindsay Johnston, Travis Whitfill, Sophia Athanasopoulou, Isabel T. Gross, Marianne J. Rosati, Annika Rosén, Eury Hong, Traci A Wolbrink, Sundes Kazmir, Benjamin Dylik, Russell Himmelstein
article en
3 citations

Abstract

This study highlights LLM integration in aiding debriefing by organizing complex information. Though facilitators reported a considerable task load, findings suggest that LLM can enhance simulation-based debrief quality, while there remains a continuous need for human oversight.

Simulation in Healthcare The Journal of the Society for Simulation in HealthcareVol. 20(6)
Yale University (US)
Quality Education
Openalex Percentile: Top 8%
Simulation-Based Education in Healthcare
3.49
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