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Simulation-Based Training in Cardiac Surgery
Open accessAbstract
Background Operating room surgical training has significant limitations. This study hypothesized that some skills could be learned efficiently and safely by using simulation with component task training, deliberate practice, progressive complexity, and experienced coaching to produce safer cardiac surgeons.Methods Training modules included cardiopulmonary bypass, coronary artery bypass grafting, aortic valve replacement, massive air embolism, acute intraoperative aortic dissection, and sudden deterioration in cardiac function. Using deliberate practice, first-year cardiothoracic surgical residents at eight institutions were trained and evaluated on component tasks for each module and later on full cardiac operations. Evaluations were based on five-point Likert-scale tools indexed by module, session, task items, and repetitions. Statistical analyses relied on generalized linear model estimation and corresponding confidence intervals.Results The 27 residents who participated demonstrated improvement with practice repetitions resulting in excellent final scores per module (mean ± two SEs): cardiopulmonary bypass, 4.80 ± 0.12; coronary artery bypass grafting, 4.41 ± 0.19; aortic valve replacement, 4.51 ± 0.20; massive air embolism, 0.68 ± 0.14; acute intraoperative aortic dissection, 4.52 ± 0.17; and sudden deterioration in cardiac function, 4.76 ± 0.16. The transient detrimental effect of time away from training was also evident.Conclusions Overall performance in component tasks and complete cardiac surgical procedures improved during simulation-based training. Simulation-based training imparts skill sets for management of adverse events and can help produce safer surgeons.
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“| Coaching process related | Session duration | >2 h | [72,78] |”
From Coaching in undergraduate and graduate medical education: a scoping review of success factors, barriers, and outcomes (2026) · cites this paper as [72]
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“| Resident/fellow | Resident/fellow dedicated time for coaching | [72,96,126] | |”
From Coaching in undergraduate and graduate medical education: a scoping review of success factors, barriers, and outcomes (2026) · cites this paper as [72]
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“The three types of research questions most represented in the articles reviewed focused on learner skills/competencies [72], development of the coach [37], and understanding and application of coaching in medical education [125].”
From Coaching in undergraduate and graduate medical education: a scoping review of success factors, barriers, and outcomes (2026) · cites this paper as [72]
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The role of deliberate practice in the acquisition of expert performance
Ericsson, K. A., Krampe, R. T., & Tesch-Römer, C. (1993) · Psychological Review · doi:10.1037/0033-295x.100.3.363 · Cited by 9,564 · cited 2×
“Two key components were component task training [2] and deliberate practice [3], both of which are unavailable in the clinical operating room.”
BackgroundMethodObjective structured assessment of technical skill (OSATS) for surgical residents
Martin, J. A., Regehr, G., Reznick, R. K., MacRae, H., Murnaghan, J. J., Hutchison, C., & Brown, M. H. (1997) · British journal of surgery · doi:10.1046/j.1365-2168.1997.02502.x · Cited by 2,549
A Systematic Review of Skills Transfer After Surgical Simulation Training
Sturm, L. P., Windsor, J. A., Cosman, P. H., Cregan, P. C., Hewett, P. J., & Maddern, G. J. (2008) · Annals of Surgery · doi:10.1097/sla.0b013e318176bf24 · Cited by 622
Systematic review of skills transfer after surgical simulation-based training
Dawe, S. R., Pena, G. N., Windsor, J. A., Broeders, J. A. J. L., Cregan, P. C., Hewett, P. J., & Maddern, G. J. (2014) · British journal of surgery · doi:10.1002/bjs.9482 · Cited by 485
Cohen, E. R., Feinglass, J. M., Barsuk, J. H., Barnard, C., O'Donnell, A., McGaghie, W. C., & Wayne, D. B. (2010) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0b013e3181bc8304 · Cited by 376
Evaluation of simulation training in cardiothoracic surgery: The Senior Tour perspective
Fann, J. I., Feins, R. H., Hicks, G. L., Nesbitt, J. C., Hammon, J. W., & Crawford, F. A. (2011) · Journal of Thoracic and Cardiovascular Surgery · doi:10.1016/j.jtcvs.2011.10.013 · Cited by 93
Self-citationA high fidelity tissue-based cardiac surgical simulator
Ramphal, P. S., Coore, D., Craven, M. P., Forbes, N., Newman, S., Coye, A., Little, S. G., & Silvera, B. (2005) · European Journal of Cardio-Thoracic Surgery · doi:10.1016/j.ejcts.2004.12.049 · Cited by 91
Self-citationThe use of cognitive task analysis to improve the learning of percutaneous tracheostomy placement
Sullivan, M. E., Brown, C. V. R., Peyre, S. E., Salim, A., Martin, M. J., Towfigh, S., & Grunwald, T. (2006) · The American Journal of Surgery · doi:10.1016/j.amjsurg.2006.09.005 · Cited by 81
Vanderbilt, A. A., Grover, A. C., Pastis, N. J., Feldman, M., Granados, D. D., Murithi, L. K., & Mainous, A. G. (2014) · Global Journal of Health Science · doi:10.5539/gjhs.v7n2p310 · Cited by 76
Nesbitt, J. C., Julien, J. S., Absi, T., Ahmad, R. M., Grogan, E. L., Balaguer, J. M., Lambright, E. S., Deppen, S. A., Wu, H., & Putnam, J. B. (2013) · Journal of Thoracic and Cardiovascular Surgery · doi:10.1016/j.jtcvs.2013.02.048 · Cited by 57
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Sidik, A. I., Entsua-Mensah, K., Dontsov, V. V., Ruchkin, M. G., Karpenko, I. G., Sobolev, D., & D’Oria, M. (2026) · Journal of surgical education · doi:10.1016/j.jsurg.2026.104010 · Cited by 1
Gikandi, A., Stock, E. M., Dematt, E. J., Hirji, S. A., Awtry, J. A., Quin, J. A., Tolis, G., Biswas, K., & Zenati, M. A. (2024) · European Journal of Cardio-Thoracic Surgery · doi:10.1093/ejcts/ezae155 · Cited by 1
Pharmacologic and Technologic Progress in Cardiac Anesthesia: Evidence from Recent Clinical Trials
Kirankumar, P. N., Ampeti, S., Srivastava, M., Sheikh, R. B., Sali, S. R., & Sonam Shashikala, B., V (2025) · medtigo Journal of Medicine · doi:10.63096/medtigo3067118 · Cited by 1
Coronary Artery Bypass Grafting (CABG) Anatomy with E-Learning Environment
Awaisi, K. S., Shah, M. A., Iqbal, D., & Abbasi, T. R. (2019) · International Conference on Automation and Computing (ICAC) · doi:10.23919/iconac.2019.8895195 · Cited by 1
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Hermsen, J. L., & Mokadam, N. A. (2017) · Seminars in Thoracic and Cardiovascular Surgery · doi:10.1053/j.semtcvs.2017.02.008
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Minami, S., Kurosaki, T., Ninomiya, S., & Sueda, T. (2018) · Institutional Repositories DataBase (IRDB) · doi:10.24811/hjms.67.3_71
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Kennedy-Metz, L. R. (2018) · VTechWorks (Virginia Tech)
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Mohangi, G., Rothman, B., van Zyl, A. W., & Duneas, N. (2012) · PubMed
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(2018) · Journal of Thoracic and Cardiovascular Surgery · doi:10.1016/j.jtcvs.2017.09.139
(2017) · Japanese Journal of Cardiovascular Surgery · doi:10.4326/jjcvs.46.s148
Javorski, M. J., Shah, S. M., Rosinski, B. F., Laczynski, D. J., Schraufnagel, D. P., Yun, J. J., Rowse, J. W., Caputo, F. J., & Johnston, D. R. (2022) · Annals of Vascular Surgery - Brief Reports and Innovations · doi:10.1016/j.avsurg.2022.100140
Aortic Valve Repair: A Portable, Low-Cost Simulator
Madsen, H. J., Lin, Y., & Downs, E. (2022) · Annals of Thoracic Surgery Short Reports · doi:10.1016/j.atssr.2022.11.011
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Sadat, N., Aboud, A., Fujita, B., & Ensminger, S. M. (2023) · Zeitschrift für Herz- Thorax- und Gefäßchirurgie · doi:10.1007/s00398-023-00557-7
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Tsujimoto, T., Hongu, H., Tonai, K., Nagase, T., Noda, K., & Kitagata, Y. (2024) · Japanese Journal of Cardiovascular Surgery · doi:10.4326/jjcvs.53.1-u1
On becoming a cardiac surgeon in Russia: survey among cardiovascular surgical residency graduates
Kaleda, V. I., Novkunskaya, A., Wu, E., & Okhotin, A. N. (2024) · Global Surgical Education - Journal of the Association for Surgical Education · doi:10.1007/s44186-024-00288-9
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Liverneaux, P. A. (2025) · Hand Clinics · doi:10.1016/j.hcl.2024.12.004
Colombier, C., Allain, G., Durocher, L., Ragot, S., Faure, J., Oriot, D., Jayle, C., Delphi Group, Allain, G., Ammi, M., et al. (2025) · European Journal of Cardio-Thoracic Surgery · doi:10.1093/ejcts/ezaf265
Stoklosa, K., Fadel, E., & Yau, T. M. (2025) · JTCVS Open · doi:10.1016/j.xjon.2025.08.009
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Bienstock, J., Searles, B. E., & Darling, E. (2025) · Journal of ExtraCorporeal Technology · doi:10.1051/ject/2025070
Khorammakan, R., Omid, A., Mirmohammadsadeghi, M., & Ghadami, A. (2023) · Figshare · doi:10.6084/m9.figshare.22631431
Wickramasinghe, D. P., & Vincent, J. (2025) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000908
Artificial Intelligence in Surgical Simulation Training
Tahir, A., Jawaid, A., Al-Omari, A., Rad, A. A., & Nia, P. S. (2026) · Biomedical visualization · doi:10.1007/978-3-032-06520-9_7
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Sehgal, V. S., Rahman, M., & Lee, M. (2026) · Journal of Cardiothoracic Surgery · doi:10.1186/s13019-025-03832-w
Magouliotis, D. E., Androutsopoulou, V. A., Xanthopoulos, A. V., Sicouri, N., & Yang, B. (2026) · Diseases · doi:10.3390/diseases14030103
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Peivandi, A. D., Kleymann, F., Schuler, A., Klibingat, T.-L., Korte, W., Martens, A., & Arar, M. (2026) · Zeitschrift für Herz- Thorax- und Gefäßchirurgie · doi:10.1007/s00398-026-00779-5
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Chaaban, M. R., Thatte, S., Abraham, A., & Chatburn, R. (2026) · Laryngoscope Investigative Otolaryngology · doi:10.1002/lio2.70435
Reed, G. W., Bansal, A., Yun, J. J., & Kapadia, S. R. (2026) · European Heart Journal · doi:10.1093/eurheartj/ehag410
Wang, S. X., Wang, V., Masoumi, S., Homaei, A., Lee, J. H., Kohel, K., baioumy, A., Sabe, A., Danesi, T. H., Hackmann, A. E., et al. (2026) · Journal of surgical education · doi:10.1016/j.jsurg.2026.104073
Gao, K., Barter, S. M., Oladokun, O., Thornton, S. W., Yamamoto, K., Triplett, L., Peeler, S., Moris, D., LeCompte, M. T., & Jackson, L. (2026) · Journal of surgical education · doi:10.1016/j.jsurg.2026.104155
Metadata
- Authors
- Feins, R. H., Burkhart, H. M., Conte, J. V., Coore, D. N., Fann, J. I., Hicks, G. L., Nesbitt, J. C., Ramphal, P. S., Schiro, S. E., Shen, K. R., Sridhar, A., Stewart, P. W., Walker, J. D., & Mokadam, N. A.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Mayo Clinic (US)
- Johns Hopkins University (US)
- University of the West Indies (JM)
- Stanford Medicine (US)
- University of Rochester Medicine (US)
- Vanderbilt University Medical Center (US)
- University of the West Indies (TT)
- Massachusetts General Hospital (US)
- University of Washington (US)
- Corresponding author
- Feins, Richard H.
- ORCID
- Venue
- The Annals of Thoracic Surgery
- Publisher
- Elsevier BV
- Published
- 2017-01
- Volume
- 103
- Issue
- 1
- Pages
- 312-321
- ISSN
- 0003-4975 (ISSN-L)
- OpenAlex
- W2514530386
- Cited by
- 148
- References
- 13
- Citations by year
- 2026: 10 · 2025: 9 · 2024: 10 · 2023: 17 · 2022: 15 · 2021: 19 · 2020: 17 · 2019: 21 · 2018: 14 · 2017: 12
- FWCI
- 18.08
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Annals of Thoracic Surgery (publishedVersion)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- UNC Libraries
- Funders
- Agency for Healthcare Research and Quality (R18HS020451)
- National Center for Advancing Translational Sciences (UL1TR001111)
- Topics
- Health Sciences › Medicine › Surgery › Surgical Simulation and Training
- Social Sciences › Education › Simulation-Based Education in Healthcare
- Social Sciences › Education › Innovations in Medical Education
- Keywords
- simulation-based training, cardiac surgery, surgical training, deliberate practice, cardiopulmonary bypass, coronary artery bypass grafting, aortic valve replacement, air embolism, adverse event management, skill retention, surgical safety
- MeSH terms
- Clinical Competence, Computer Simulation, Education, Medical, Graduate, Cardiac Surgical Procedures, Humans, Internship and Residency, Thoracic Surgery
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