The Evolving Role of AI in Simulation-Based Medical Education: A Narrative Review

Purpose: A growing body of literature has emerged on the topic of Artificial Intelligence (AI) use in Simulation-Based Medical Education (SBME) in recent years, but most studies have focused on isolated applications of AI to components of simulation, making it difficult for educators and decision makers to make informed decisions on the use of AI. Therefore, this narrative review aims to condense the current literature on the use of AI in the SBME, its influence on experiential learning, explore challenges, and future directions in this rapidly evolving field. Methods: A targeted literature search was conducted for this review on PubMed and Google Scholar, with combinations of keywords. Articles were selected from 2019 to 2025, based on their relevance to the use of AI in SBME, in areas of teaching, learning, and assessment. Studies without educational outcomes were excluded. Results: The search produced 2019 papers, out of which 45 were analyzed after applying the exclusion criteria. These showed that AI has been applied across multiple dimensions of the SBME, including scenario development, enhancing realism, personalized and collaborative learning, developing communication and psychomotor skills, and automated and AI augmented feedback. Several challenges have been raised, like ethical and privacy concerns, lack of AI literacy among users, lack of transparency, undesired outcomes, infrastructure cost, and environmental effects. Conclusion: Benefits of AI in SBME stem from AI-augmented human teaching rather than unsupervised usage of AI tools. Additionally, the potential for personalized and accessible learning warrants further research.

Authors

Institutions

Publication Details

Journal
Advances in Medical Education and Practice
Published
2026-04-01
DOI
https://doi.org/10.2147/amep.s581691
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Evolving Role of AI in Simulation-Based Medical Education: A Narrative Review

S H Hasan, Faisal Ismail
Advances in Medical Education and Practice
Artificial Intelligence in Healthcare and Education
article

The Evolving Role of AI in Simulation-Based Medical Education: A Narrative Review

S H Hasan, Faisal Ismail
article en

Abstract

Purpose: A growing body of literature has emerged on the topic of Artificial Intelligence (AI) use in Simulation-Based Medical Education (SBME) in recent years, but most studies have focused on isolated applications of AI to components of simulation, making it difficult for educators and decision makers to make informed decisions on the use of AI. Therefore, this narrative review aims to condense the current literature on the use of AI in the SBME, its influence on experiential learning, explore challenges, and future directions in this rapidly evolving field. Methods: A targeted literature search was conducted for this review on PubMed and Google Scholar, with combinations of keywords. Articles were selected from 2019 to 2025, based on their relevance to the use of AI in SBME, in areas of teaching, learning, and assessment. Studies without educational outcomes were excluded. Results: The search produced 2019 papers, out of which 45 were analyzed after applying the exclusion criteria. These showed that AI has been applied across multiple dimensions of the SBME, including scenario development, enhancing realism, personalized and collaborative learning, developing communication and psychomotor skills, and automated and AI augmented feedback. Several challenges have been raised, like ethical and privacy concerns, lack of AI literacy among users, lack of transparency, undesired outcomes, infrastructure cost, and environmental effects. Conclusion: Benefits of AI in SBME stem from AI-augmented human teaching rather than unsupervised usage of AI tools. Additionally, the potential for personalized and accessible learning warrants further research.

Advances in Medical Education and PracticeVol. Volume 17
Aga Khan University (PK)
Quality Education
Openalex Percentile: Top 19%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The Evolving Role of AI in Simulation-Based Medical Education: A Narrative Review — S H Hasan, Faisal Ismail · Advances in Medical Education and Practice (2026) | TGRS Research Map | TGRS