Farrukh Nadeem Jafri, Michelle Elsener, Kristelle Pulido, Anshul Kumar, Suzie Kardong-Edgren, Roger A Edwards
{"title":"Implementation of Artificial Intelligence-Powered Patient Simulation for Communication Training in a Telehealth Transitional Care Program.","authors":"Farrukh Nadeem Jafri, Michelle Elsener, Kristelle Pulido, Anshul Kumar, Suzie Kardong-Edgren, Roger A Edwards","doi":"10.1097/SIH.0000000000000971","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000971","url":null,"abstract":"<p><strong>Introduction: </strong>Effective communication during care transitions is essential for patient safety and quality outcomes. Telehealth-based transitional care programs decrease 30-day readmissions and improve patient satisfaction, yet staff frequently report the need for structured communication training. Artificial intelligence (AI)-supported simulation may offer a scalable training method for health care settings with limited simulation resources. This study evaluates whether AI-powered simulation training improves communication performance during real telehealth patient encounters.</p><p><strong>Methods: </strong>This quality improvement initiative was conducted within a hospital-based transitions of care program (June 2025-December 2025). Sequential implementation included rubric validation (Lawshe Content Validity Index), AI platform testing, online modules, and individualized AI simulation across 3 patient pathways (inpatient, postoperative, and emergency department). Pathway-specific rubrics demonstrated excellent interrater reliability (Intraclass Correlation Coefficient = 0.91 to 0.97). Weekly communication performance was tracked using run charts and statistical process control; balancing measures included call duration and calls per hour.</p><p><strong>Results: </strong>Fifteen of 17 eligible staff completed role-specific simulation. Communication performance was assessed across 468 recorded patient calls. Total rubric scores improved: inpatient by 24% (P < 0.001), postoperative by 19% (P < 0.001), and emergency department by 37% (P < 0.001). Statistical process control analysis demonstrated special cause variation with sustained median shifts across all pathways.</p><p><strong>Conclusions: </strong>AI-powered simulation training was associated with meaningful and sustained improvements in patient-provider communication during real-world telehealth encounters. Findings support AI simulation as a scalable, practical training method for telehealth programs.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148978505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anders Nøhr, Peter Trier Mikkelsen, Mads Sølvsten Sørensen, Steven Arild Wuyts Andersen
{"title":"Gamification With Progress Bars Improves Performance and Retention in Virtual Reality Simulation: A Randomized, Controlled Trial.","authors":"Anders Nøhr, Peter Trier Mikkelsen, Mads Sølvsten Sørensen, Steven Arild Wuyts Andersen","doi":"10.1097/SIH.0000000000000966","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000966","url":null,"abstract":"<p><strong>Introduction: </strong>Simulation training is established as efficient for developing clinical and surgical skills, yet sustaining learner motivation during repeated practice remains challenging. Gamification has been proposed to enhance engagement, but evidence for specific, transferable gamification features in technical skills simulation is limited. This study investigates a gamification element, progress bars, on skill acquisition and retention in simulation-based surgical training.</p><p><strong>Methods: </strong>A prospective, randomized controlled trial involving 24 medical students with no prior experience in temporal bone surgery. Participants were stratified by gaming experience and randomized to virtual reality simulation training with or without progress bars in the visible ear simulator. Trainees completed 15 mastoidectomy procedures in a distributed training program, followed by retention testing after 2.5 months. Performance was assessed using a validated, simulator-integrated final-product score. Learning and retention outcomes were analyzed using linear mixed-effects models.</p><p><strong>Results: </strong>Training with progress bars resulted in significantly higher performance on a 26-point scale compared with training with standard learning supports (mean difference: 1.5 points; P < 0.002). Participants with gaming experience outperformed non-gamers overall (mean difference: 1.4 points; P < 0.002), particularly in early training. Among non-gamers, the intervention significantly improved performance both during training (mean difference: 2.1 points; P < 0.002) and at retention testing (mean difference: 2.5 points; P < 0.035), offsetting their non-gaming disadvantage.</p><p><strong>Conclusions: </strong>Progress bars were an effective gamified feedback mechanism that enhanced skill acquisition and supported retention, particularly for learners with limited gaming experience. This generalizable feature may improve the accessibility and effectiveness of technology-enhanced simulation-based surgical education.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148921529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Medical Mystery: A Novel Student-led Immersive Roleplay for Medical Education at Scale.","authors":"Raelynn R Tong, Enoch Fan, Rachel Ruiqi Luo, Gurbani Minhas, Wonie Uahwatanasakul","doi":"10.1097/SIH.0000000000000968","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000968","url":null,"abstract":"<p><strong>Introduction: </strong>Roleplays are used in medical education to provide trainees with a safe environment for developing and improving their skills. Roleplays have traditionally been designed and facilitated by clinicians and educators. This study investigates the feasibility and scalability of a novel, student-led immersive roleplay (IR).</p><p><strong>Materials and methods: </strong>Two IRs were created by a team of medical students, focusing on patient-doctor partnership in managing ethically complex clinical cases. The roleplays were available to medical students from all year levels in an Australian medical school as part of its annual student conference. Each roleplay ran for 1 hour, and students were tasked with achieving their roles' agenda. Students' self-reported confidence in clinical skills and medical knowledge was surveyed on a 5-point Likert Scale before and after the roleplays, which were compared using the Wilcoxon ranked-sum test. Qualitative feedback was also collected in the post-roleplay survey.</p><p><strong>Results: </strong>A total of 421 medical students took part in 4 roleplay sessions, each with 5 facilitators. The roleplays ran smoothly with a participant-to-facilitator ratio of 20:1. Of the attendees, 267 completed the pre-roleplay survey, and 193 completed the post-roleplay survey. Both roleplays demonstrated improvement in students' self-reported medical knowledge. Themes that emerged from student feedback included realistic simulation of patient-doctor partnership, interaction and collaboration, exploration of medical knowledge, and the desire for longer roleplay duration.</p><p><strong>Conclusion: </strong>The IR proved to be a feasible and scalable way to facilitate peer-assisted experiential learning of patient-doctor partnerships amidst ethical complexity.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148907751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Leanne K Elliott, Nick Wattie, Jonathan Pirie, Kathy Boutis, Adam Dubrowski, Paul Yielder, Natasha Collia
{"title":"Comparing the Video-guided Intubation Skills of Competency and Mastery-trained Staff Physicians.","authors":"Leanne K Elliott, Nick Wattie, Jonathan Pirie, Kathy Boutis, Adam Dubrowski, Paul Yielder, Natasha Collia","doi":"10.1097/SIH.0000000000000962","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000962","url":null,"abstract":"<p><strong>Introduction: </strong>Identifying the most effective simulation training approach for maintaining critical skills among staff physicians is essential, as this can affect patient safety and healthcare costs. While competency-based and mastery-based interventions have been studied independently, their effects on skill retention and transfer have not been directly compared. This prospective cohort study compared mastery-based and competency-based training for video laryngoscopy (VL) skill maintenance among staff physicians.</p><p><strong>Methods: </strong>Each intervention included a presimulation online module and a simulation-based training session differing only in performance standards. The competency group (n=8) followed an instructor-determined standard, while the mastery group (n=8) adhered to a higher Mastery Angoff-established standard. VL skills were assessed pre-, post-, and 6 months later (follow-up) in the mastery group; the competency group was assessed only at follow-up. Follow-up included a retention test (pediatric mannequin) and a transfer test (neonatal task trainer). Performance was evaluated using an 18-item checklist (max score: 36) and procedural time (seconds).</p><p><strong>Results: </strong>The mastery group significantly increased mean VL scores and decreased mean VL time from pretest (score=22.13; time=162.00 s) to post-test (34.38; 71.50 s) [(P<0.001, 95% CI: -17.44, -7.06);(P<0.001, 95% CI: 61.73, 119.27)]. All mastery-trained staff maintained skill mastery (≥32) at follow-up and outperformed the competency group at retention [(score=33.00 vs. 27.00; P<0.001, 95% CI: 3.40, 8.60);(time=60.63 s vs. 91.25s; P>0.05, 95% CI: -70.02,8.78)] and transfer [(score=34.38 vs. 26.13; P<0.001, 95% CI: 6.05, 10.45) (time=30.63s vs. 55.00 s; P>0.05,95% CI: -53.50, 4.75)].</p><p><strong>Conclusions: </strong>Simulation-based mastery learning may enhance staff physicians' maintenance of VL skills and procedural efficiency. However, given the absence of baseline data for the competency group, definitive conclusions regarding superiority cannot be drawn.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148819835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jaime C Smal, Nigel M Turner, Rob M Moonen, Marije Hogeveen, Olle Ten Cate
{"title":"What Do Life-Support Trainers Mean When They Say They Use the Learning Conversation Debriefing Method? A Phenomenographic Study.","authors":"Jaime C Smal, Nigel M Turner, Rob M Moonen, Marije Hogeveen, Olle Ten Cate","doi":"10.1097/SIH.0000000000000961","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000961","url":null,"abstract":"<p><strong>Introduction: </strong>Simulation-based medical education (SBME) can help health care professionals to perform effectively in high-stakes situations. Debriefing is a cornerstone of SBME, typically facilitated by trainers using structured frameworks. The post-simulation learning conversation (PSLC) has been described as a 7-step flexible debriefing model. Despite faculty training, PSLC is not always applied consistently. This study aimed to explore variation in how life-support trainers perceive and apply PSLC in simulation debriefing, to identify deviations from the original format, and to improve understanding of this variation.</p><p><strong>Methods: </strong>This qualitative study involved semi-structured interviews with 15 life-support trainers. Transcripts of the audio recordings were analyzed using a phenomenographic approach.</p><p><strong>Results: </strong>The analysis yielded 3 descriptive categories: (1) perception of PSLC, (2) use of PSLC in practice, and (3) reasons for deviation from PSLC. PSLC was generally considered valuable but also challenging. Common reasons to deviate from the standard strategy are related to trainer and learner factors and time constraints.</p><p><strong>Conclusions: </strong>The PSLC is perceived as a flexible yet complex debriefing framework, with considerable variation in how it is understood and applied. Key principles of the PSLC, as originally described, are not always utilized, which may negatively impact learning outcomes. To enhance consistency in applying these principles and to improve effectiveness, further faculty development to improve understanding of PSLC is recommended.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148819934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anders Schram, Kasper G Lauridsen, Kristian Krogh, Rasmus P Nielsen, Lise Brogaard, Lone Hvidman, Signe Thim, Morten S Lindhard
{"title":"Simulation-based Team Training Effects on Clinical Performance and Patient Outcomes: Systematic Review of Controlled Studies.","authors":"Anders Schram, Kasper G Lauridsen, Kristian Krogh, Rasmus P Nielsen, Lise Brogaard, Lone Hvidman, Signe Thim, Morten S Lindhard","doi":"10.1097/SIH.0000000000000965","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000965","url":null,"abstract":"<p><p>Simulation-based team training is widely implemented across health care systems, yet its contribution to clinical performance and patient outcomes remains variably documented. This review synthesizes controlled studies of postgraduate simulation-based team training in acute care settings, focusing on how interventions and effects vary across contexts. Eighteen controlled studies were included, reporting outcomes related to clinical performance, morbidity, or survival. While many studies demonstrated improvements in at least one outcome domain, findings were inconsistent and varied across intervention format and baseline conditions. Reported benefits were more commonly observed in lower-resource or district hospital settings, whereas brief training interventions showed fewer effects. Overall certainty of evidence was low. Rather than supporting a binary interpretation of whether simulation-based team training \"works,\" the findings indicate that effects depend on how training is designed, implemented, and integrated within clinical systems, requiring interpretation at the level of individual studies.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148800003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Samuel J A Robinson, Angus Ritchie, Lamour Hansell, Maurizio Pacilli, Debra Nestel, Elizabeth McLeod, Ramesh Mark Nataraja
{"title":"Authorship Analysis of Studies on Simulation-based Education in Low and Middle-income Countries: Results From a Systematic Review.","authors":"Samuel J A Robinson, Angus Ritchie, Lamour Hansell, Maurizio Pacilli, Debra Nestel, Elizabeth McLeod, Ramesh Mark Nataraja","doi":"10.1097/SIH.0000000000000956","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000956","url":null,"abstract":"<p><p>Growing emphasis has been placed on the importance of local authorship in research from low and middle-income countries (LMICs). This study aimed to investigate local authorship of simulation-based education research conducted in LMICs through an in-depth authorship analysis of publications retrieved from a systematic review. After retrieving 27,738 records, 97 studies from 50 LMICs were included. The median number of authors was 8, ranging was from 2 to 18. Ninety-three studies (95%) included a local author, and local authors composed 145/291 (49%) of the total first, second, or final (FSF) authorship positions. Although there was a substantial increase in the number of published studies, there were no significant changes to the proportion of local FSF authors over time: 44% in 2002-2006; 63% in 2007-2011; 47% in 2012-2016; and 49% in 2017-2022 (P = 0.45). The representation of local FSF authors is lower compared with other fields, though this may be reflective of including only studies that conducted high-level evaluation, or the fact that simulation is a relatively new field. Simulation researchers should actively support and include local authors to ensure programs are appropriate, contextualized and impactful, while making concerted efforts to develop local research capacity in LMICs.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148799892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kriti Gupta, Megan Lavoie, Sabrina Guse, Khoon-Yen Tay, Michael Hrdy
{"title":"Artificial Intelligence in Simulation Design: The Effectiveness of a Customized Artificial Intelligence-based Scenario Development Tool.","authors":"Kriti Gupta, Megan Lavoie, Sabrina Guse, Khoon-Yen Tay, Michael Hrdy","doi":"10.1097/SIH.0000000000000953","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000953","url":null,"abstract":"<p><strong>Introduction: </strong>The creation of simulation scenarios is typically time-consuming and requires a high cognitive load. Artificial intelligence (AI) and large language models (LLMs) can generate text, including simulation scenarios, but the output quality can be very user-dependent. The goal of this study is to explore if a customized version of ChatGPT can create simulation scenarios that are comparable to those written by humans.</p><p><strong>Methods: </strong>In this observational cross-sectional study, simulation content experts scored 8 scenarios covering 4 pediatric emergency medicine (PEM) topics with one version written by health care educators and published on MedEdPORTAL, and another by a custom ChatGPT. Experts were blinded to the source of each case. The scenarios were assessed in 3 ways: an objective score from an established simulation scoring checklist, a subjective quality rating, and whether the experts would recommend the scenario for use.</p><p><strong>Results: </strong>Seven experts with an average of 11 years of PEM training and an average of 10 years of simulation work scored simulations. While all 4 AI-generated cases had lower average scores on both quantitative assessments than their human-written counterparts, these results were not statistically significant. The majority of experts recommended each case to colleagues, regardless of source. There was moderate to excellent intrarater reliability.</p><p><strong>Conclusion: </strong>Human-written cases received higher scores than the AI-written cases. While these scores were not statistically significant, these differences highlight the importance of keeping a human-expert influence when using AI to produce simulation cases. This ChatGPT tool can therefore be useful in assisting in the timely creation of scenarios, allowing facilitators, regardless of their technical skill with AI, to decrease cognitive load. Next steps should move beyond evaluating the scenario text to include evaluation of the experience of facilitating the ChatGPT-derived pediatric simulations as well as assessing the perspectives of simulation operators.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148799912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zoe I Listernick, Meghan E Mitchell, Mara M Bezerko, Oluwateniola Brown, Elaine R Cohen, Jenna Fleming, Jana Jaffe, Sonia Parikh, Adam L Payne, David H Salzman, Lindsay R Koressel
{"title":"Identifying Acuity and Patient Prioritization: Development of a Checklist for Student Assessment.","authors":"Zoe I Listernick, Meghan E Mitchell, Mara M Bezerko, Oluwateniola Brown, Elaine R Cohen, Jenna Fleming, Jana Jaffe, Sonia Parikh, Adam L Payne, David H Salzman, Lindsay R Koressel","doi":"10.1097/SIH.0000000000000964","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000964","url":null,"abstract":"<p><strong>Introduction: </strong>Identifying acuity and patient prioritization are essential but difficult skills to teach to medical students. This study aimed to develop and assess the initial validity evidence of a checklist to be used in simulation scenarios for fourth-year medical students addressing these skills.</p><p><strong>Methods: </strong>We applied the Kane validation framework to gather evidence supporting the use of this checklist in simulation-based assessment, focusing on the Scoring and Generalization domains. A modified Delphi method was used to create an ideal performance checklist to be used in simulation scenarios of patients requiring urgent or emergent care. Following development, a Mastery Angoff approach was used to establish a Minimum Passing Standard (MPS). Fourth-year medical students were recruited to participate in simulations, and performance was assessed using the created checklists. During the simulations, students received patient handoffs and were asked to prioritize acuity and manage evolving clinical situations across 2 simulated encounters. Simulations were scored by both real-time and video-observed raters and inter-rater reliability (IRR) was calculated.</p><p><strong>Results: </strong>Twenty-five students participated in the 2023 to 2024 academic year. The expert panel finalized a 10-item checklist and the MPS was determined to be 85%. Overall, IRR was excellent, with a Cohen kappa coefficient of 0.872. Cohen kappa coefficient for individualized checklist domains ranged from 0.65 to 1.</p><p><strong>Conclusion: </strong>This study describes the development of a performance checklist assessing students' abilities in identifying acuity and patient prioritization, with initial validity evidence supporting Kane Scoring and Generalization inferences.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148799916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Timothy R Thompson, William D Craun, Thomas S Creech, Jacqueline M Parks, James R Nolin
{"title":"An Interpretative Phenomenological Analysis of the Benefits of Being a Simulated Patient: Health Knowledge, Health Behaviors, and Well-Being.","authors":"Timothy R Thompson, William D Craun, Thomas S Creech, Jacqueline M Parks, James R Nolin","doi":"10.1097/SIH.0000000000000963","DOIUrl":"https://doi.org/10.1097/SIH.0000000000000963","url":null,"abstract":"<p><strong>Intro: </strong>Simulated patients (SP) are individuals trained to portray patients in clinical encounters for health care education. This study explores potential health benefits and knowledge resulting from SP work.</p><p><strong>Methods: </strong>Ten SPs at the researchers' institution were invited to 1-on-1 semistructured interviews that were recorded and transcribed. The authors approached the study through the Interpretative Phenomenological Analysis (IPA) framework to explore how SPs make sense of their experiences and the meanings they attach to them. Themes and sub-themes were developed from participant experiences and reflected upon by the authors.</p><p><strong>Results: </strong>Three major themes emerged: Increased knowledge of the way medicine works, taking action, and personal and interpersonal well-being. SPs found that their knowledge of medical terms, healthy behaviors, and disease risks increased and resulted in changes to their lifestyle and experience in medical settings. They also noted a sense of purpose in their work, its intellectual rigor, and a newfound community, which made it a positive experience. The findings of this study align with models of health behavior while reinforcing and challenging prior qualitative studies of SPs.</p><p><strong>Conclusion: </strong>SPs can and do learn and apply knowledge obtained from their patient portrayals. They are also personally enriched by their role. Further analysis should examine quantitative health impacts and the specific experiences or scenarios that lead to changes in SPs' lifestyles and health behaviors. Community organizations may find simulated patient training and encounters to be a useful tool for teaching healthy behaviors and communication with physicians.</p>","PeriodicalId":49517,"journal":{"name":"Simulation in Healthcare-Journal of the Society for Simulation in Healthcare","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148800794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}