Features and uses of high-fidelity medical simulations that lead to effective learning: a BEME systematic review
Abstract
REVIEW DATE: 1969 to 2003, 34 years. BACKGROUND AND CONTEXT: Simulations are now in widespread use in medical education and medical personnel evaluation. Outcomes research on the use and effectiveness of simulation technology in medical education is scattered, inconsistent and varies widely in methodological rigor and substantive focus. OBJECTIVES: Review and synthesize existing evidence in educational science that addresses the question, 'What are the features and uses of high-fidelity medical simulations that lead to most effective learning?'. SEARCH STRATEGY: The search covered five literature databases (ERIC, MEDLINE, PsycINFO, Web of Science and Timelit) and employed 91 single search terms and concepts and their Boolean combinations. Hand searching, Internet searches and attention to the 'grey literature' were also used. The aim was to perform the most thorough literature search possible of peer-reviewed publications and reports in the unpublished literature that have been judged for academic quality. INCLUSION AND EXCLUSION CRITERIA: Four screening criteria were used to reduce the initial pool of 670 journal articles to a focused set of 109 studies: (a) elimination of review articles in favor of empirical studies; (b) use of a simulator as an educational assessment or intervention with learner outcomes measured quantitatively; (c) comparative research, either experimental or quasi-experimental; and (d) research that involves simulation as an educational intervention. DATA EXTRACTION: Data were extracted systematically from the 109 eligible journal articles by independent coders. Each coder used a standardized data extraction protocol. DATA SYNTHESIS: Qualitative data synthesis and tabular presentation of research methods and outcomes were used. Heterogeneity of research designs, educational interventions, outcome measures and timeframe precluded data synthesis using meta-analysis. HEADLINE RESULTS: Coding accuracy for features of the journal articles is high. The extant quality of the published research is generally weak. The weight of the best available evidence suggests that high-fidelity medical simulations facilitate learning under the right conditions. These include the following: providing feedback--51 (47%) journal articles reported that educational feedback is the most important feature of simulation-based medical education; repetitive practice--43 (39%) journal articles identified repetitive practice as a key feature involving the use of high-fidelity simulations in medical education; curriculum integration--27 (25%) journal articles cited integration of simulation-based exercises into the standard medical school or postgraduate educational curriculum as an essential feature of their effective use; range of difficulty level--15 (14%) journal articles address the importance of the range of task difficulty level as an important variable in simulation-based medical education; multiple learning strategies--11 (10%) journal articles identified the adaptability of high-fidelity simulations to multiple learning strategies as an important factor in their educational effectiveness; capture clinical variation--11 (10%) journal articles cited simulators that capture a wide variety of clinical conditions as more useful than those with a narrow range; controlled environment--10 (9%) journal articles emphasized the importance of using high-fidelity simulations in a controlled environment where learners can make, detect and correct errors without adverse consequences; individualized learning--10 (9%) journal articles highlighted the importance of having reproducible, standardized educational experiences where learners are active participants, not passive bystanders; defined outcomes--seven (6%) journal articles cited the importance of having clearly stated goals with tangible outcome measures that will more likely lead to learners mastering skills; simulator validity--four (3%) journal articles provided evidence for the direct correlation of simulation validity with effective learning. CONCLUSIONS: While research in this field needs improvement in terms of rigor and quality, high-fidelity medical simulations are educationally effective and simulation-based education complements medical education in patient care settings.
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Significant challenges remain in ensuring alignment with varying curricula, gathering longitudinal evidence of student growth, and developing flexible implementation models that accommodate diverse learning objectives and timelines.
“While technological advancements offer promising solutions through digital platforms, high-fidelity simulations, and streamlined feedback mechanisms, significant challenges remain in ensuring alignment with varying curricula, gathering longitudinal evidence of student growth, and developing flexible implementation models that can accommodate diverse learning objectives and timelines [12,13].”
From Formative assessment and feedback in medical education: A practical guide: AMEE Guide No. 189 (2026) · cites this paper as [13]
Simulation facilitates learning when used in appropriate conditions that include providing feedback, repetition, curriculum integration, individualized learning and controlled environment.
“However, it has been accepted that simulation facilitates learning when it is used in the appropriate conditions that include providing feedback, repetition, curriculum integration, individualized learning and controlled environment [28].”
From The virtual patient as a learning tool: a mixed quantitative qualitative study (2018) · cites this paper as [28]
Instructional strategies, whether technology-based or not, must include some solid principles from pedagogical theory that were incorporated to the virtual patient course and some of what Issenberg et al. described as key for simulation-based learning.
“This suggests that instructional strategies, whether technology-based or not, must include some solid principles from pedagogical theory that were incorporated to the VP course and some of what Issenberg et al. described as key for simulation-based learning [28].”
From The virtual patient as a learning tool: a mixed quantitative qualitative study (2018) · cites this paper as [28]
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The Utility of Simulation in Medical Education: What Is the Evidence?
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Hayden, J. K., Smiley, R. A., Alexander, M., Kardong‐Edgren, S., & Jeffries, P. R. (2014) · Journal of Nursing Regulation · doi:10.1016/s2155-8256(15)30062-4 · Cited by 1,190 · see citing works
“In most of the studies, students reported satisfaction with the simulation experience (Childs & Sepples, 2006; Jeffries & Rizzolo, 2006; Schoening, Sittner, & Todd, 2006) and usually reported higher self-confidence after simulation experiences (Bearnson & Wiker, 2005; Bremner, Aduddell, Bennett, & VanGeest, 2006; Chil…”
ResultSimulation in healthcare education: A best evidence practical guide. AMEE Guide No. 82
Motola, I., Devine, L., Chung, H. S., Sullivan, J. E., & Issenberg, S. B. (2013) · Medical Teacher · doi:10.3109/0142159x.2013.818632 · Cited by 1,223 · see citing works
“( Issenberg et al. 2005) .”
BackgroundMethodInfluentialA best evidence systematic review of interprofessional education: BEME Guide no. 9
Hammick, M. R., Freeth, D., Koppel, I., Reeves, S., & Barr, H. (2007) · Medical Teacher · doi:10.1080/01421590701682576 · Cited by 1,164 · see citing works
Eppich, W., & Cheng, A. (2015) · Simulation in Healthcare: The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000072 · Cited by 1,106 · see citing works
The history of simulation in medical education and possible future directions
Bradley, P. (2006) · Medical Education · doi:10.1111/j.1365-2929.2006.02394.x · Cited by 1,049 · see citing works
Steinert, Y., Mann, K., Centeno, A., Dolmans, D., Spencer, J., Gelula, M., & Prideaux, D. (2006) · Medical Teacher · doi:10.1080/01421590600902976 · Cited by 1,417 · see citing works
“The model has also been used by other BEME groups (e.g. Issenberg et al., 2005) as well as other review groups (e.g. Freeth et al., 2003), and with some modifications, was well suited to our review.”
MethodVirtual reality and the transformation of medical education
Pottle, J. (2019) · Future Healthcare Journal · doi:10.7861/fhj.2019-0036 · Cited by 995 · see citing works
The role of assessment in competency-based medical education
Holmboe, E. S., Sherbino, J., Long, D. M., Swing, S. R., Frank, J. R., & Collaborators, F. T. I. C. (2010) · Medical Teacher · doi:10.3109/0142159x.2010.500704 · Cited by 956 · see citing works
“Although various forms of simulation are becoming standard (Issenberg et al. 2005; Cleland et al. 2009), learning and assessment will occur predominantly in the clinical workspace for the foreseeable future.”
BackgroundEstablishing a Safe Container for Learning in Simulation
Rudolph, J. W., Raemer, D. B., & Simon, R. (2014) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000047 · Cited by 933 · see citing works
“Explicitly clarifying learning objectives, actively exploring learners’ objectives, explaining or demonstrating the properties of the simulators, explaining the process and timing of the debriefing or other postsimulation analysis activities, and creating shared agreements with learners regarding the role of instructo…”
BackgroundKyaw, B. M., Saxena, N., Posadzki, P., Vseteckova, J., Nikolaou, C. K., George, P. P., Divakar, U., Masiello, I., Kononowicz, A. A., Zary, N., et al. (2019) · Journal of Medical Internet Research · doi:10.2196/12959 · Cited by 859 · see citing works
Debriefing as Formative Assessment: Closing Performance Gaps in Medical Education
Rudolph, J. W., Simon, R., Raemer, D. B., & Eppich, W. (2008) · Academic Emergency Medicine · doi:10.1111/j.1553-2712.2008.00248.x · Cited by 779 · see citing works
Healthcare Simulation Standards of Best PracticeTM Simulation Design
Watts, P. I., McDermott, D. S., Alinier, G., Charnetski, M., Ludlow, J., Horsley, E., Meakim, C., & Nawathe, P. A. (2021) · Clinical Simulation in Nursing · doi:10.1016/j.ecns.2021.08.009 · Cited by 731 · see citing works
Simulation‐based learning in nurse education: systematic review
Cant, R. P., & Cooper, S. J. (2010) · Journal of Advanced Nursing · doi:10.1111/j.1365-2648.2009.05240.x · Cited by 984 · see citing works
“Feedback is essential and is perhaps the most important factor influencing learning (Issenberg et al. 2005), because it allows students to self-assess their skills and then ‘monitor their progress towards skill acquisition and maintenance’ (p.”
BackgroundCook, D. A., Hamstra, S. J., Brydges, R., Zendejas, B., Szostek, J. H., Wang, A. T., Erwin, P. J., & Hatala, R. A. (2012) · Medical Teacher · doi:10.3109/0142159x.2012.714886 · Cited by 729 · see citing works
“(Issenberg et al., 2005) Mastery learning is similar to Issenberg’s ‘‘defined outcomes.”
BackgroundMethodResultInfluentialNeedle insertion into soft tissue: A survey
Abolhassani, N., Patel, R. V., & Moallem, M. (2006) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2006.07.003 · Cited by 706 · see citing works
INACSL Standards of Best Practice: SimulationSM Simulation Design
(2016) · Clinical Simulation in Nursing · doi:10.1016/j.ecns.2016.09.005 · Cited by 715 · see citing works
Sawyer, T., Eppich, W., Brett-Fleegler, M. B., Grant, V. J., & Cheng, A. (2016) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000148 · Cited by 693 · see citing works
“Debriefing and feedback have been identified as the most important components of healthcare simulation.(1,2) Thus, investigating ways to optimize the debriefing experience is critical to maximizing learning during healthcare simulation.”
BackgroundA critical review of simulation‐based mastery learning with translational outcomes
McGaghie, W. C., Issenberg, S. B., Barsuk, J. H., & Wayne, D. B. (2014) · Medical Education · doi:10.1111/medu.12391 · Cited by 660 · see citing works
Self-citationClinical Judgment Development: Using Simulation to Create an Assessment Rubric
Lasater, K. (2007) · Journal of Nursing Education · doi:10.3928/01484834-20071101-04 · Cited by 642 · see citing works
Reconsidering Fidelity in Simulation-Based Training
Hamstra, S. J., Brydges, R., Hatala, R. A., Zendejas, B., & Cook, D. A. (2014) · Academic Medicine · doi:10.1097/acm.0000000000000130 · Cited by 628 · see citing works
Dornan, T., Boshuizen, H. P. A., KING, N. M., & Scherpbier, A. J. J. A. (2006) · Medical Education · doi:10.1111/j.1365-2929.2006.02652.x · Cited by 625 · see citing works
Virtual patients: a critical literature review and proposed next steps
Cook, D. A., & Triola, M. M. (2009) · Medical Education · doi:10.1111/j.1365-2923.2008.03286.x · Cited by 624 · see citing works
Simulation-based medical teaching and learning
Al-Elq, A. (2010) · Journal of Family and Community Medicine · doi:10.4103/1319-1683.68787 · Cited by 621 · see citing works
“Table 2: Features of high fidelity simulation that lead to effective learning[22]”
BackgroundInfluentialEffectiveness of simulation-based nursing education depending on fidelity: a meta-analysis
Kim, J., Park, J., & Shin, S. (2016) · BMC Medical Education · doi:10.1186/s12909-016-0672-7 · Cited by 616 · see citing works
“feedback, repetitive practice learning, the integration of simulation into the curriculum, the ability to adjust the difficulty level, opportunities to individualize learning, and the adaptability to diverse types of learning strategies [1].”
BackgroundInfluentialDeepening the Theoretical Foundations of Patient Simulation as Social Practice
Dieckmann, P., Gaba, D. M., & Rall, M. (2007) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0b013e3180f637f5 · Cited by 615 · see citing works
The history of medical simulation
Rosen, K. R. (2008) · Journal of Critical Care · doi:10.1016/j.jcrc.2007.12.004 · Cited by 600 · see citing works
The minimal relationship between simulation fidelity and transfer of learning
Norman, G. R., Dore, K. L., & Grierson, L. (2012) · Medical Education · doi:10.1111/j.1365-2923.2012.04243.x · Cited by 599 · see citing works
Computerized Virtual Patients in Health Professions Education: A Systematic Review and Meta-Analysis
Cook, D. A., Erwin, P. J., & Triola, M. M. (2010) · Academic Medicine · doi:10.1097/acm.0b013e3181edfe13 · Cited by 570 · see citing works
“Although previous reviews have focused on surgical and procedural simulators, 15–18 we are aware of only one review of research on virtual patients.”
BackgroundMethodEffect of virtual reality training on laparoscopic surgery: randomised controlled trial
Larsen, C., Soerensen, J. L., Grantcharov, T., Dalsgaard, T., Schouenborg, L., Ottosen, C., Schroeder, T. V., & Ottesen, B. (2009) · BMJ · doi:10.1136/bmj.b1802 · Cited by 559 · see citing works
“Although virtual reality simulation has the potential to offer important advantages in the area of training for new skills and procedures, evidence on the transfer of skills from the simulated environment to the operating theatre is still limited.”
Cheng, A., Kessler, D. O., MACKINNON, R. J., Chang, T. P., Nadkarni, V., Hunt, E. A., Duval‐Arnould, J., Lin, Y., Cook, D. A., Pusic, M. V., et al. (2016) · Advances in Simulation · doi:10.1186/s41077-016-0025-y · Cited by 552 · see citing works
“This, coupled with a plethora of instructional design features in simulation-based educational research, makes describing the simulation intervention a critically important component of any educational study involving simulation (Table 3) [6, 8, 19].”
BackgroundEricsson, K. A. (2015) · Academic Medicine · doi:10.1097/acm.0000000000000939 · Cited by 542 · see citing works
Simulation Technology for Skills Training and Competency Assessment in Medical Education
Scalese, R. J., Obeso, V. T., & Issenberg, S. B. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0283-4 · Cited by 510 · see citing works
“Examples of the effectiveness of such simulation-based training include the mastery of advanced cardiac life support skills by Internal Medicine residents,(12) and a systematic literature review details other features and uses of high-fidelity medical simulations that lead to improved educational outcomes in multiple…”
BackgroundSelf-citationVirtual simulation in nursing education: a systematic review spanning 1996 to 2018
Foronda, C. L., Fernandez-Burgos, M., Nadeau, C., Kelley, C. N., & Henry, M. N. (2020) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000411 · Cited by 505 · see citing works
Saving lives: A meta-analysis of team training in healthcare.
Hughes, A. M., Gregory, M. E., Joseph, D. L., Sonesh, S. C., Marlow, S. L., Lacerenza, C. N., Benishek, L. E., King, H. B., & Salas, E. (2016) · Journal of Applied Psychology · doi:10.1037/apl0000120 · Cited by 495 · see citing works
Debriefing for technology-enhanced simulation: a systematic review and meta-analysis
Cheng, A., Eppich, W., Grant, V., Sherbino, J., Zendejas, B., & Cook, D. A. (2014) · Medical Education · doi:10.1111/medu.12432 · Cited by 481 · see citing works
Kirkpatrick’s levels and education ‘evidence’
Yardley, S. J., & Dornan, T. (2011) · Medical Education · doi:10.1111/j.1365-2923.2011.04076.x · Cited by 492 · see citing works
The effectiveness of continuing medical education
Stein, L. S. (1981) · Academic Medicine · doi:10.1097/00001888-198102000-00004 · Cited by 480 · see citing works
Cook, D. A., Bordage, G., & Schmidt, H. G. (2008) · Medical Education · doi:10.1111/j.1365-2923.2007.02974.x · Cited by 472 · see citing works
“Description 4 (14) 9 (23) 1 (5) 2 (15) 1 (17) 17 (16) Justification 19 (68) 29 (74) 17 (90) 10 (77) 0 (0) 75 (72) Clarification 5 (18) 1 ( 3 ) 1 (5) 1 (8) 5 (83) 13 (12)”
Application of the “See One, Do One, Teach One” Concept in Surgical Training
Kotsis, S. V., & Chung, K. C. (2013) · Plastic & Reconstructive Surgery · doi:10.1097/prs.0b013e318287a0b3 · Cited by 460 · see citing works
A systematic review of the effectiveness of simulation debriefing in health professional education
Levett-Jones, T. L., & Lapkin, S. (2013) · Nurse Education Today · doi:10.1016/j.nedt.2013.09.020 · Cited by 434 · see citing works
“Debriefing is considered by many to be an integral and critical part of simulation learning experiences (Arafeh et al., 2010; Issenberg et al., 2005; Shinnick et al., 2011).”
BackgroundCheng, A., Nadkarni, V., Mancini, M. B., Hunt, E. A., Sinz, E. H., Merchant, R. M., Donoghue, A. J., Duff, J. P., Eppich, W., Auerbach, M. A., et al. (2018) · Circulation · doi:10.1161/cir.0000000000000583 · Cited by 430 · see citing works
Wayne, D. B., Butter, J., Siddall, V. J., Fudala, M. J., Wade, L. D., Feinglass, J. M., & McGaghie, W. C. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.00341.x · Cited by 420 · see citing works
Self-citationVirtual Reality Job Interview Training in Adults with Autism Spectrum Disorder
Smith, M. J., Ginger, E. J., Wright, K., Wright, M. A., Taylor, J. L., Humm, L. B., Olsen, D. E., Bell, M. D., & Fleming, M. F. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2113-y · Cited by 401 · see citing works
“SRAs are extensively used to act as standardized patients in the field of medical education (Issenberg et al. 2005; Sommers et al. 2013) and are used to improve clinicians’ clinical and communication skills (Barrows 1993; Cohen et al.”
BackgroundMethodInfluentialReporting Guidelines for Health Care Simulation Research
Cheng, A., Kessler, D. O., MACKINNON, R. J., Chang, T. P., Nadkarni, V., Hunt, E. A., Duval‐Arnould, J., Lin, Y., Cook, D. A., Pusic, M. V., et al. (2016) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000150 · Cited by 554 · see citing works
Steinert, Y., Naismith, L., & Mann, K. (2012) · Medical Teacher · doi:10.3109/0142159x.2012.680937 · Cited by 397 · see citing works
“Kirkpatrick’s model (1994), which is not meant to be hierarchical, has been used by other BEME groups (e.g., Freeth et al. 2002; Issenberg et al. 2005).”
MethodPatient Outcomes in Simulation-Based Medical Education: A Systematic Review
Zendejas, B., Brydges, R., Wang, A. T., & Cook, D. A. (2013) · Journal of General Internal Medicine · doi:10.1007/s11606-012-2264-5 · Cited by 384 · see citing works
“Comparability of comparison cohort, criterion B Present (1) 17 (34)”
State of the Evidence on Simulation-Based Training for Laparoscopic Surgery
Zendejas, B., Brydges, R., Hamstra, S. J., & Cook, D. A. (2013) · Annals of Surgery · doi:10.1097/sla.0b013e318288c40b · Cited by 390 · see citing works
Simulation Based Medical Education: an opportunity to learn from errors
Ziv, A., Ben-David, S., & Ziv, M. (2005) · Medical Teacher · doi:10.1080/01421590500126718 · Cited by 373 · see citing works
“Ultimately, the success of SBME in changing professionals’ attitude towards mistakes and in affecting their real-life performance should be evidence-based and measured by long-term studies (Hart & Harden, 2000; Issenberg et al., 2005).”
BackgroundShorey, S., & Ng, E. D. (2021) · Nurse Education Today · doi:10.1016/j.nedt.2020.104662 · Cited by 377 · see citing works
Mastery Learning for Health Professionals Using Technology-Enhanced Simulation
Cook, D. A., Brydges, R., Zendejas, B., Hamstra, S. J., & Hatala, R. A. (2013) · Academic Medicine · doi:10.1097/acm.0b013e31829a365d · Cited by 372 · see citing works
Debriefing Assessment for Simulation in Healthcare
Brett-Fleegler, M. B., Rudolph, J. W., Eppich, W., Monuteaux, M. C., Fleegler, E. W., Cheng, A., & Simon, R. (2012) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0b013e3182620228 · Cited by 369 · see citing works
Qualitative synthesis and systematic review in health professions education
Bearman, M., & Dawson, P. (2013) · Medical Education · doi:10.1111/medu.12092 · Cited by 357 · see citing works
Yammine, K., & Violato, C. (2014) · Anatomical Sciences Education · doi:10.1002/ase.1510 · Cited by 351 · see citing works
The 3D Model of Debriefing: Defusing, Discovering, and Deepening
Zigmont, J. J., Kappus, L. J., & Sudikoff, S. N. (2011) · Seminars in Perinatology · doi:10.1053/j.semperi.2011.01.003 · Cited by 345 · see citing works
Wayne, D. B., Butter, J., Siddall, V. J., Fudala, M. J., Linquist, L. A., Feinglass, J. M., Wade, L. D., & McGaghie, W. C. (2005) · Teaching and Learning in Medicine · doi:10.1207/s15328015tlm1703_3 · Cited by 346 · see citing works
Self-citationComparative Effectiveness of Technology-Enhanced Simulation Versus Other Instructional Methods
Cook, D. A., Brydges, R., Hamstra, S. J., Zendejas, B., Szostek, J. H., Wang, A. T., Erwin, P. J., & Hatala, R. A. (2012) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0b013e3182614f95 · Cited by 345 · see citing works
“Beyond descriptive analysis (2) 89 (97)”
Teamwork and Leadership in Cardiopulmonary Resuscitation
Hunziker, S., Johansson, A. C., Tschan, F., Semmer, N. K., Rock, L. K., Howell, M. D., & Marsch, S. C. U. (2011) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2011.03.017 · Cited by 339 · see citing works
A Blueprint to Assess Professionalism: Results of a Systematic Review
WILKINSON, T. J., Wade, W. B., & Knock, L. D. (2009) · Academic Medicine · doi:10.1097/acm.0b013e31819fbaa2 · Cited by 335 · see citing works
Narrative medicine as a medical education tool: A systematic review
Milota, M., van Thiel, G. J. M. W., & van Delden, J. J. M. (2019) · Medical Teacher · doi:10.1080/0142159x.2019.1584274 · Cited by 337 · see citing works
Evaluating the impact of simulation on translational patient outcomes
McGaghie, W. C., Draycott, T. J., Dunn, W. F., Lopez, C. M., & Stefanidis, D. (2011) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0b013e318222fde9 · Cited by 336 · see citing works
Self-citationEffective in-service training design and delivery: evidence from an integrative literature review
Bluestone, J., Johnson, P., Fullerton, J. T., Carr, C., Alderman, J., & BonTempo, J. (2013) · Human Resources for Health · doi:10.1186/1478-4491-11-51 · Cited by 330 · see citing works
“systematic review of simulation identified practice and feedback as key for effective skill development [17].”
BackgroundMethodUsing Technology to Meet the Challenges of Medical Education.
Guze, P. A. (2015) · Europe PMC (PubMed Central) · Cited by 330 · see citing works
Simulation-Based Mastery Learning Improves Patient Outcomes in Laparoscopic Inguinal Hernia Repair
Zendejas, B., Cook, D. A., Bingener, J., Huebner, M., Dunn, W. F., Sarr, M. G., & Farley, D. R. (2011) · Annals of Surgery · doi:10.1097/sla.0b013e31822c6994 · Cited by 328 · see citing works
“II 3 (12) 3 (12) III 3 (12) 2 (8) IV 5 (19) 4 (16) V 6 (23) 7 (29)”
Effectiveness of continuing medical education.
Marinopoulos, S. S., Dorman, T., Ratanawongsa, N., Wilson, L. M., Ashar, B. H., Magaziner, J. L., Miller, R. G., Thomas, P. A., Prokopowicz, G. P., Qayyum, R., et al. (2007) · PubMed Central · Cited by 323 · see citing works
Why medical students should learn how to teach
Dandavino, M., Snell, L. S., & Wiseman, J. (2007) · Medical Teacher · doi:10.1080/01421590701477449 · Cited by 323 · see citing works
“Finally, key papers from the literature on educational theory (Collins et al. 1991; Ericsson et al. 1993; Chi et al. 1994; Topping 1996; Williams & Deci 1998; Chi 2000; Ryan & Deci 2000; Misch 2002; Sobral 2004; Issenberg et al. 2005; McKeachie & Svinicki 2006) were selected after a search on ERIC and Google , using t…”
BackgroundMethodInfluentialEffect of practice on standardised learning outcomes in simulation‐based medical education
McGaghie, W. C., Issenberg, S. B., PETRUSA, E. R., & Scalese, R. J. (2006) · Medical Education · doi:10.1111/j.1365-2929.2006.02528.x · Cited by 322 · see citing works
Self-citationVirtual Reality and Simulation in Neurosurgical Training
Bernardo, A. (2017) · World Neurosurgery · doi:10.1016/j.wneu.2017.06.140 · Cited by 315 · see citing works
“Many studies have been conducted to assess the value and realworld properties of neurosurgical simulation, many concluding that benefits can be gained during simulation training.(61,62) Ideal learning has been suggested to occur under the following conditions: feedback during training, repetitive practice, curriculum…”
BackgroundThe effect of testing on skills learning
Kromann, C. B., Jensen, M. L., & Ringsted, C. (2009) · Medical Education · doi:10.1111/j.1365-2923.2008.03245.x · Cited by 315 · see citing works
Emotion, cognitive load and learning outcomes during simulation training
Fraser, K. L., Ma, I. W. Y., Teteris, E., Baxter, H., Wright, B. J., & McLaughlin, K. (2012) · Medical Education · doi:10.1111/j.1365-2923.2012.04355.x · Cited by 312 · see citing works
Use of Simulation in Teaching and Learning in Health Sciences: A Systematic Review
Harder, N. (2009) · Journal of Nursing Education · doi:10.3928/01484834-20090828-08 · Cited by 312 · see citing works
Research Regarding Debriefing as Part of the Learning Process
Raemer, D. B., Anderson, M., Cheng, A., Fanning, R. M., Nadkarni, V., & Savoldelli, G. L. (2011) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0b013e31822724d0 · Cited by 310 · see citing works
The art and science of debriefing in simulation: Ideal and practice
Dieckmann, P., Friis, S. M., Lippert, A. M., & Østergaard, D. (2009) · Medical Teacher · doi:10.1080/01421590902866218 · Cited by 309 · see citing works
“Debriefing – as simulation as such – can be conceptualized as a ‘social practice’ during which people purposely interact with each other and the environment, reflecting on the common experience they made during the scenario (Johnson 2004; Rystedt & Lindwall 2004; Issenberg et al. 2005; Bligh & Bleakley 2006; Hodges 20…”
BackgroundA Systematic Review of Serious Games in Training Health Care Professionals
Wang, R., DeMaria, S., Goldberg, A. T., & Katz, D. (2015) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000118 · Cited by 306 · see citing works
“Features of simulation that lead to effective learning, such as providing standardized, repeated practice as well as specific feedback, were identified and analyzed in systematic reviews by Issenberg et al.(4) and Cook et al.”
‘The Diamond’: a structure for simulation debrief
Jaye, P., Thomas, L., & Reedy, G. B. (2015) · The Clinical Teacher · doi:10.1111/tct.12300 · Cited by 298 · see citing works
Lapkin, S., Levett-Jones, T. L., Bellchambers, H., & Fernandez, R. S. (2010) · Clinical Simulation in Nursing · doi:10.1016/j.ecns.2010.05.005 · Cited by 297 · see citing works
Boet, S., Bould, M. D., Fung, L., Qosa, H., Perrier, L., Tavares, W., Reeves, S., & Tricco, A. C. (2014) · Canadian Journal of Anesthesia/Journal canadien d anesthésie · doi:10.1007/s12630-014-0143-8 · Cited by 291 · see citing works
“Outcomes were assessed using a modified Kirkpatrick model of outcomes at four levels.(13,16) Papers were included if they measured identifiable CRM skills at Levels 3 and 4, i.”
MethodAugmented reality and mixed reality for healthcare education beyond surgery: an integrative review
Gerup, J., Soerensen, C. B., & Dieckmann, P. (2020) · International Journal of Medical Education · doi:10.5116/ijme.5e01.eb1a · Cited by 291 · see citing works
“6 (1-880) since the sample size was set to one in a study that did not report or specify the study participants.”
BackgroundThe qualitative orientation in medical education research
Cleland, J. (2017) · Korean journal of medical education · doi:10.3946/kjme.2017.53 · Cited by 285 · see citing works
“For example, if your position is that learning is about individual, cognitive, and acquisitive processes, then you are likely to research the use of simulation training in surgery in terms of the effectiveness and efficacy of training related to mastery of technical skills [9,10].”
BackgroundUsing Game-Based Virtual Reality with Haptics for Skill Acquisition
Butt, A. L., Kardong-Edgren, S., & Ellertson, A. (2018) · Clinical Simulation in Nursing · doi:10.1016/j.ecns.2017.09.010 · Cited by 250 · see citing works
Goldberg, S. B., Rousmaniere, T. G., Miller, S. D., Whipple, J. L., Nielsen, S. L., Hoyt, W. T., & Wampold, B. E. (2016) · Journal of Counseling Psychology · doi:10.1037/cou0000131 · Cited by 280 · see citing works
Beyond “see one, do one, teach one”: toward a different training paradigm
Rodriguez-Paz, J. M., Kennedy, M., Eduardo Salas, A., Wu, A. W., Sexton, J. B., Hunt, E. A., & Pronovost, P. J. (2009) · Postgraduate Medical Journal · doi:10.1136/qshc.2007.023903 · Cited by 279 · see citing works
Ericsson, K. A. (2007) · Medical Education · doi:10.1111/j.1365-2923.2007.02946.x · Cited by 271 · see citing works
Fazlollahi, A. M., Bakhaidar, M., Alsayegh, A., Yilmaz, R., Winkler-Schwartz, A., Mirchi, N., Langleben, I., Ledwos, N., Sabbagh, A. J., Bajunaid, K., et al. (2022) · JAMA Network Open · doi:10.1001/jamanetworkopen.2021.49008 · Cited by 285 · see citing works
Simulation-based training in anaesthesiology: a systematic review and meta-analysis
Lorello, G. R., Cook, D. A., Johnson, R. L., & Brydges, R. (2013) · British Journal of Anaesthesia · doi:10.1093/bja/aet414 · Cited by 272 · see citing works
Bland, A. J., Topping, A. E., & Wood, B. A. (2010) · Nurse Education Today · doi:10.1016/j.nedt.2010.10.013 · Cited by 271 · see citing works
Sørensen, J. L., Østergaard, D., LeBlanc, V. R., Ottesen, B., Konge, L., Dieckmann, P., & van der Vleuten, C. P. M. (2017) · BMC Medical Education · doi:10.1186/s12909-016-0838-3 · Cited by 272 · see citing works
“cational programme in which they are embedded [1, 3, 31].”
BackgroundThe role of deliberate practice in the development of highly effective psychotherapists.
Chow, D. L., Miller, S. D., Seidel, J. A., Kane, R. T., Thornton, J. A., & Andrews, W. P. (2015) · Psychotherapy · doi:10.1037/pst0000015 · Cited by 268 · see citing works
“…Burns, 2009); (d) using standardized patients’ simulated case vignettes to improve interaction with clients (Issenberg, McGaghie, Petrusa, Gordon, & Scalese, 2005; Ravitz et al., 2013), and (e) setting aside time to reflect and plan ahead (Lemov, Woolway, & Yezzi, 2012; Miller & Hubble, 2011).”
Simulator Effects on Cognitive Skills and Confidence Levels
Brannan, J. D., White, A., & Bezanson, J. L. (2008) · Journal of Nursing Education · doi:10.3928/01484834-20081101-01 · Cited by 267 · see citing works
The role of simulation in nurse education
McCaughey, C., & Traynor, M. (2010) · Nurse Education Today · doi:10.1016/j.nedt.2010.03.005 · Cited by 265 · see citing works
Gardner, R. (2013) · Seminars in Perinatology · doi:10.1053/j.semperi.2013.02.008 · Cited by 255 · see citing works
Simulation in Health Care Education
Issenberg, S. B., & Scalese, R. J. (2008) · Perspectives in biology and medicine · doi:10.1353/pbm.2008.0004 · Cited by 250 · see citing works
Self-citationChiniara, G., Cole, G., Brisbin, K., Huffman, D., Cragg, B., Lamacchia, M., Norman, D., & Canadian Network For Simulation In Healthcare, G. W. G. (2012) · Medical Teacher · doi:10.3109/0142159x.2012.733451 · Cited by 259 · see citing works
“Fidelity, defined as the realism of the experience, is an intrinsic characteristic of simulation and an element of presentation that can affect learning (Issenberg et al. 2005; Gaba 2007).”
BackgroundNursing Simulation: A Review of the Past 40 Years
Nehring, W. M., & Lashley, F. R. (2009) · Simulation & Gaming · doi:10.1177/1046878109332282 · Cited by 246 · see citing works
The use of educational technology for interactive teaching in lectures
Tuma, F. (2021) · Annals of Medicine and Surgery · doi:10.1016/j.amsu.2021.01.051 · Cited by 245 · see citing works
“Medical, educational technology can be effectively used in a various medical education setting [47].”
Background
- Authors
- Barry Issenberg, S., Mcgaghie, W. C., Petrusa, E. R., Lee Gordon, D., & Scalese, R. J.
- Affiliations
- Northwestern University (US)
- Duke Medical Center (US)
- University of Miami (US)
- Venue
- Medical Teacher
- Publisher
- Informa UK Limited
- Published
- 2005-01
- Volume
- 27
- Issue
- 1
- Pages
- 10-28
- ISSN
- 0142-159X (ISSN-L)
- 1466-187X
- OpenAlex
- W2162661914
- Cited by
- 3,966
- References
- 203
- Citations by year
- 2026: 311 · 2025: 239 · 2024: 194 · 2023: 177 · 2022: 198 · 2021: 245 · 2020: 224 · 2019: 233 · 2018: 191 · 2017: 178 · 2016: 227 · 2015: 252 · 2014: 199 · 2013: 233 · 2012: 190
- FWCI
- 9.61
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Medical Teacher (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Simulation-Based Education in Healthcare
- Health Sciences › Medicine › Surgery › Surgical Simulation and Training
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Keywords
- high-fidelity simulation, simulation-based medical education, medical education, instructional feedback, repeated practice, curriculum integration, task difficulty, student outcomes, research quality, graduate medical education, student motivation, learner confidence, student self-efficacy, student self-assessment, student self-regulation, learner autonomy
- MeSH terms
- Clinical Competence, Education, Medical, Humans, Research Design, Software, Patient Simulation, Total Quality Management, Medical Errors
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