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Meta-Analysis
. 2025 Sep 8;9(9):CD008237.
doi: 10.1002/14651858.CD008237.pub4.

Virtual reality simulation training for health professions trainees in gastrointestinal endoscopy

Affiliations
Meta-Analysis

Virtual reality simulation training for health professions trainees in gastrointestinal endoscopy

Nasruddin Sabrie et al. Cochrane Database Syst Rev. .

Abstract

Background: Training in endoscopy has traditionally been based upon an apprenticeship model, where novices develop their skills on real patients under the supervision of experienced endoscopists. In an effort to prioritise patient safety, simulation training has emerged as a means to allow novices to practice in a risk-free environment. This is the second update of the review, which was first published in 2012 and updated in 2018. It evaluates the effectiveness of virtual reality (VR) simulation training in gastrointestinal endoscopy.

Objectives: To determine whether VR simulation training can supplement and/or replace early conventional endoscopy training (apprenticeship model) in diagnostic oesophagogastroduodenoscopy, colonoscopy, and/or sigmoidoscopy for health professions trainees with limited or no prior endoscopic experience.

Search methods: We searched CENTRAL, MEDLINE, Embase, and 13 other databases, together with reference checking and handsearching of review articles, conference abstracts and proceedings, to identify the studies included in the review. We conducted database searches to 18 October 2023, and grey literature searches to December 2023.

Selection criteria: We included randomised and quasi-randomised clinical trials comparing VR endoscopy simulation training to any other method of endoscopy training (e.g. conventional patient-based training, another form of endoscopy simulation), or no training. We also included trials comparing two different methods of VR training. We included only trials evaluating outcomes on humans in the clinical setting. Participants were health professions trainees: physicians (medical students, residents, fellows, and practitioners), nurses, and physician assistants with limited or no prior endoscopy experience.

Data collection and analysis: Two authors independently assessed the eligibility and methodological quality of trials, and extracted trial characteristics and outcome data. The primary outcome was the composite score of competency, as defined by authors. Secondary outcomes were independent procedure completion, performance time, adverse event or critical flaw occurrence, patient discomfort, global rating of performance, and visualisation of mucosa. We pooled data for meta-analysis where participant groups were similar, studies assessed the same intervention and comparator, and had similar definitions of outcome measures. We calculated risk ratios (RRs) for dichotomous outcomes with 95% confidence intervals (CIs). We calculated mean differences (MDs) and standardised mean differences (SMDs) with 95% CIs for continuous outcomes when studies reported the same or different outcome measures, respectively. We used GRADE to rate the certainty of evidence. We assessed the risk of bias using the original Cochrane domain-based tool.

Main results: We included 20 trials (500 participants; 3975 endoscopic procedures). We judged four trials (20%) as at low risk of bias. Ten trials compared VR training with no training, five trials with conventional endoscopy training, one trial with another form of endoscopy simulation training, and four trials compared different methods of VR training. Due to substantial clinical and methodological heterogeneity across our four comparisons, we did not perform a meta-analysis for several outcomes. We rated the certainty of evidence as moderate, low, or very low due to risk of bias, imprecision, and heterogeneity. VR endoscopy simulation training versus no training. The composite score of competency was based on 5-point Likert scales assessing seven domains: atraumatic technique, colonoscope advancement, use of instrument controls, flow of procedure, use of assistants, knowledge of specific procedure, and overall performance. The scoring range was from 7 to 35; higher scores mean greater competence. Compared to no training, VR training may result in little to no difference in composite score of competency (MD 3.10, 95% CI -0.16 to 6.36; 1 trial, 24 procedures; low-certainty evidence). VR training likely provides participants with a benefit, as measured by independent procedure completion (RR 1.62, 95% CI 1.15 to 2.26; 6 trials, 815 procedures; moderate-certainty evidence). The evidence is very uncertain about the effects of VR simulation on overall rating of performance (MD 0.45, 95% CI 0.15 to 0.75; 1 trial, 18 procedures), visualisation of mucosa (MD 0.60, 95% CI 0.20 to 1.00; 1 trial, 55 procedures), performance time (MD -0.20 minutes, 95% CI -0.71 to 0.30; 2 trials, 29 procedures), and patient discomfort (SMD -0.16, 95% CI -0.68 to 0.35; 2 trials, 145 procedures). The three trials which reported on procedure-related adverse events or critical flaws reported no incidences in either group (550 procedures; moderate-certainty evidence). VR endoscopy simulation training versus conventional patient-based training. One trial reported a composite score of competency but did not provide sufficient data for quantitative analysis. VR training compared to conventional patient-based training may result in fewer independent procedure completions (RR 0.45, 95% CI 0.27 to 0.74; 2 trials, 174 procedures; low-certainty evidence). The evidence is very uncertain about the effects of VR simulation on performance time (SMD 0.12, 95% CI -0.55 to 0.80; 2 trials, 34 procedures), overall rating of performance (MD -0.90, 95% CI -4.40 to 2.60; 1 trial, 16 procedures), and visualisation of mucosa (MD 0.0, 95% CI -6.02 to 6.02; 1 trial, 18 procedures). VR training in combination with conventional training appears to be advantageous over VR training alone. The three trials which reported on procedure-related adverse events or critical flaws reported no incidences in either group (72 procedures; very low-certainty evidence).

Authors' conclusions: Despite moderate- to very low-certainty evidence, we can conclude that VR training, as compared with no training, generally appears to provide participants with some advantage over their untrained peers, as measured by independent procedure completion, overall rating of performance or competency, and mucosal visualisation. We found insufficient evidence to advise for or against the use of VR simulation-based training as a replacement for early conventional endoscopy training. Further research is needed to help establish the potential use of VR simulation-based training to supplement and/or replace conventional endoscopy training.

Trial registration: ClinicalTrials.gov NCT01405443.

PubMed Disclaimer

Conflict of interest statement

Rishad Khan was an author of three studies included in this review (Grover 2017a; Satchwell 2019; Walsh 2020). He has received research funding from AbbVie and Ferring Pharmaceuticals outside the submitted work.

Nasruddin Sabrie has no conflicts of interest to declare.

Joanne Plahouras has no conflicts of interest to declare.

Bradley C Johnston has no conflicts of interest to declare.

Michael A Scaffidi was an author of four studies included in this review (Grover 2015; Grover 2017a; Satchwell 2019; Walsh 2020).

Samir C Grover was an author of four studies included in this review (Grover 2015; Grover 2017a; Satchwell 2019; Walsh 2020)). Additional conflicts of interest are as follows: Takeda California, Inc. (Grant / Contract), Volo Healthcare (Stock), Pendopharm (Grant / Contract), AbbVie (Grant / Contract), Lupin Pharmaceuticals, Inc (Independent Contractor ‐ Other), Sanofi Pasteur Biologics LLC (Grant / Contract), Ferring International Pharmascience Center US (Grant / Contract), Janssen Global Services, LLC (Grant / Contract).

Catharine M Walsh was an author of four studies included in this review (Grover 2015; Grover 2017a; Satchwell 2019; Walsh 2020).

Update of

References

References to studies included in this review

Ahlberg 2005 {published and unpublished data}
    1. Ahlberg G, Hultcrantz R, Jaramillo E, Lindblom A, Arvidsson D. Virtual reality colonoscopy simulation: a compulsory practice for the future colonoscopist? Endoscopy 2005;37(12):1198-204. [DOI: 10.1055/s-2005-921049] [PMID: ] - DOI - PubMed
Cohen 2006 {published data only}
    1. Cohen J, Cohen SA, Vora KC, Xue X, Burdick JS, Bank S, et al. Multicenter, randomized, controlled trial of virtual-reality simulator training in acquisition of competency in colonoscopy. Gastrointestinal Endoscopy 2006;64(3):361-8. [DOI: 10.1016/j.gie.2005.11.062] [PMID: ] - DOI - PubMed
Di Giulio 2004 {published data only}
    1. Di Giulio E, Fregonese D, Casetti T, Cestari R, Chilovi F, D'Ambra G, et al. Training with a computer-based simulator achieves basic manual skills required for upper endoscopy: a randomized controlled trial. Gastrointestinal Endoscopy 2004;60(2):196-200. [PMID: ] - PubMed
Ende 2012 {published data only}
    1. Ende A, Zopf Y, Konturek P, Naegel A, Hahn EG, Matthes K, et al. Strategies for training in diagnostic upper endoscopy: a prospective, randomized trial. Gastrointestestinal Endoscopy 2012;75(2):254-60. [DOI: 10.1016/j.gie.2011.07.063] [PMID: ] - DOI - PubMed
Ferlitsch 2010 {published data only}
    1. Ferlitsch A, Schoefl R, Puespoek A, Miehsler W, Schoeniger-Hekele M, Hofer H, et al. Effect of virtual endoscopy simulator training on performance of upper gastrointestinal endoscopy in patients: a randomized controlled trial. Endoscopy 2010;42(12):1049-56. [DOI: 10.1055/s-0030-1255818] [PMID: ] - DOI - PubMed
Gerson 2003 {published data only}
    1. Gerson LB, Van Dam J. A prospective randomized trial comparing a virtual reality simulator to bedside teaching for training in sigmoidoscopy. Endoscopy 2003;35(7):569-75. [DOI: 10.1055/s-2003-40243] [PMID: ] - DOI - PubMed
Gomez 2015 {published data only}
    1. Gomez PP, Willis RE, Van Sickle K. Evaluation of two flexible colonoscopy simulators and transfer of skills into clinical practice. Journal of Surgical Education 2015;72(2):220-7. [DOI: 10.1016/j.jsurg.2014.08.010] [PMID: ] - DOI - PubMed
Grover 2015 {published data only}
    1. Grover SC, Garg A, Scaffidi MA, Yu JJ, Plener IS, Yong E, et al. Impact of a simulation training curriculum on technical and nontechnical skills in colonoscopy: a randomized trial. Gastrointestinal Endoscopy 2015;82(6):1072-9. [DOI: 10.1016/j.gie.2015.04.008] [PMID: ] - DOI - PubMed
Grover 2017a {published data only}
    1. Grover SC, Scaffidi MA, Khan R, Garg A, Al-Mazroui A, Alomani T, et al. Progressive learning in endoscopy simulation training improves clinical performance: a blinded randomized trial. Gastrointestinal Endoscopy 2017;85(5):881-9. [DOI: 10.1016/j.gie.2017.03.1529] [PMID: ] - DOI - PubMed
Haycock 2010 {published and unpublished data}
    1. Haycock A, Koch AD, Familiari P, Van Delft F, Dekker E, Petruzziello L, et al. Training and transfer of colonoscopy skills: a multinational, randomized, blinded, controlled trial of simulator versus bedside training. Gastrointestinal Endoscopy 2010;71(2):298-307. [DOI: 10.1016/j.gie.2009.07.017] [PMID: ] - DOI - PubMed
McIntosh 2014 {published data only}
    1. McIntosh KS, Gregor JC, Khanna NV. Computer-based virtual reality colonoscopy simulation improves patient-based colonoscopy performance. Canadian Journal of Gastroenterology and Hepatology 2014;28(4):203-6. [PMID: ] - PMC - PubMed
Park 2007 {published data only}
    1. Park J, MacRae H, Musselman LJ, Rossos P, Hamstra SJ, Wolman S, et al. Randomized controlled trial of virtual reality simulator training: transfer to live patients. American Journal of Surgery 2007;194(2):205-11. [DOI: 10.1016/j.amjsurg.2006.11.032] [PMID: ] - DOI - PubMed
Satchwell 2019 {published and unpublished data}
    1. Satchwell JB, Scaffidi MA, Gimpaya N, Li J, Khan R, Walsh CM, et al. Impact of a game-based learning intervention in simulation-based endoscopy training on colonoscopy performance in novice endoscopists: a randomized trial. Gastrointestinal Endoscopy 2019;89(6 Suppl):AB52.
Sedlack 2004a {published data only}
    1. Sedlack RE, Kolars JC, Alexander JA. Computer simulation training enhances patient comfort during endoscopy. Clinical Gastroenterology and Hepatology 2004;2(4):348-52. [PMID: ] - PubMed
Sedlack 2004b {published data only}
    1. Sedlack RE, Kolars JC. Computer simulator training enhances the competency of gastroenterology fellows at colonoscopy: results of a pilot study. American Journal of Gastroenterology 2004;99(1):33-7. [PMID: ] - PubMed
Sedlack 2007 {published data only}
    1. Sedlack RE. Validation of computer simulation training for esophagogastroduodenoscopy: pilot study. Journal of Gastroenterology and Hepatology 2007;22(8):1214-9. [DOI: 10.1111/j.1440-1746.2007.04841.x] [PMID: ] - DOI - PubMed
Shirai 2008 {published data only}
    1. Shirai Y, Yoshida T, Shiraishi R, Okamoto T, Nakamura H, Harada T, et al. Prospective randomized study on the use of a computer-based endoscopic simulator for training in esophagogastroduodenoscopy. Journal of Gastroenterology and Hepatology 2008;23(7 Pt 1):1046-50. [DOI: 10.1111/j.1440-1746.2008.05457.x] [PMID: ] - DOI - PubMed
Tuggy 1998 {published data only}
    1. Tuggy ML. Virtual reality flexible sigmoidoscopy simulator training: impact on resident performance. Journal of the American Board of Family Practice 1998;11(6):426-33. [PMID: ] - PubMed
Walsh 2020 {published and unpublished data}
    1. Walsh CM, Scaffidi MA, Rishad Khan R, Arora A, Gimpaya N, Lin P, et al. Non-technical skills curriculum incorporating simulation-based training improves performance in colonoscopy among novice endoscopists: randomized controlled trial. Digestive Endoscopy 2020;32:940-8.
Yi 2008 {published data only}
    1. Yi SY, Ryu KH, Na YJ, Woo HS, Ahn W, Kim WS, et al. Improvement of colonoscopy skills through simulation-based training. Studies in Health Technology and Informatics 2008;132:565-7. [PMID: ] - PubMed

References to studies excluded from this review

Ahad 2011 {published data only}
    1. Ahad S, Advani V, Boehler ML, Schwind C, Hassan I. The impact of simulator fidelity on colonoscopic skill acquisition. A randomized trial between high and low fidelity colonoscopic simulators. Journal of the American College of Surgeons 2011;213(3S):S127-8 (Abstract).
Ahad 2013 {published data only}
    1. Ahad S, Boehler M, Schwind CJ, Hassan I. The effect of model fidelity on colonoscopic skills acquisition. A randomized controlled study. Journal of Surgical Education 2013;70(4):522-7.
Ahn 2016 {published data only}
    1. Ahn JY, Lee JS, Lee GH, Lee JW, Na HK, Jung KW, et al. The efficacy of a newly designed, easy-to-manufacture training simulator for endoscopic biopsy of the stomach. Gut and Liver 2016;10(5):764-72.
Ait Errami 2019 {published data only}
    1. Ait Errami A, Jiddi S, Oubaha S, Zouhour S, Krati K. Prospective randomized study on the use of a computer-based endoscopic simulator for training in esophagogastroduodenoscopy. United European Gastroenterology Journal 2019;7(S8):809 (Abstract P1540).
Ait Errami 2022 {published data only}
    1. Ait Errami A, Krati K. Prospective randomized study on the use of a computer-based endoscopic simulator for training in colonoscopy. Digestive Endoscopy 2022;34(Suppl 1):67-68 (Abstract BRP010).
Ansell 2013 {published data only}
    1. Ansell J, Arnaoutakis K, Goddard S, Hawkes N, Leicester R, Dolwani S, et al. The WIMAT colonoscopy suitcase model: a novel porcine polypectomy trainer. Colorectal Disease 2013;15(2):217-23.
Bai 2011 {published data only}
    1. Bai Y, Zhi F, Du Q, Liu S, Zhang Q, Pan D, et al. Optimization study of virtual reality simulator training methods for colonoscopy. [Chinese]. Chinese Journal of Gastroenterology 2011;16(6):345-7.
Bai 2012 {published data only}
    1. Bai Y, Zhi FC, Liu SD, Chen CL, Pan DS, Du XF, et al. Control study on colonoscopy skills acquiring from endoscopic simulation system transferring to patients. National Medical Journal of China 2012;92(18):1285-7.
Carot 2015 {published data only}
    1. Carot L, Hernandez C, Balaguer F, Alvarez C, Lanas A, Cubiella J, et al. Rate of detection of serrated lesions in proximal colon by simulated sigmoidoscopy. United European Gastroenterology Journal 2015;3(5S):A626-7 (Abstract P1648).
Carot 2016 {published data only}
    1. Carot L, Castells A, Hernandez C, Alvarez-Urturi C, Balaguer F, Lanas A, et al. Rate of detection of serrated lesions in proximal colon by simulated sigmoidoscopy: comparison with colonoscopy and faecal immunochemical testing in a multicentre pragmatic, randomised controlled trial. Gastroenterology 2016;150(4):S750-1 (Abstract Mo1685).
Castells 2014 {published data only}
    1. Castells A, Quintero A, Alvarez E, Bujanda C, Cubiella L, Salas J, et al. Rate of detection of advanced neoplasms in proximal colon by simulated sigmoidoscopy vs fecal immunochemical tests. Clinical Gastroenterology and Hepatology 2014;12(10):1708-16.e4.
Cook 2019 {published data only}
    1. Cook DA, Aljamal Y, Pankratz VS, Sedlack RE, Farley DR, Brydges R. Supporting self-regulation in simulation-based education: a randomized experiment of practice schedules and goals. Advances in Health Sciences Education 2019;24(2):199-213.
Ekkelenkamp 2016 {published data only}
    1. Ekkelenkamp VE, Koch AD, Man RA, Kuipers EJ. Training and competence assessment in GI endoscopy: a systematic review. Gut 2016;65(4):607-15.
Elvevi 2012 {published data only}
    1. Elvevi A, Cantu P, Maconi G, Conte D, Penagini R. Evaluation of hands-on training in colonoscopy: is a computer-based simulator useful? Digestive and Liver Disease 2012;44(7):580-4.
Gimpaya 2020 {published data only}
    1. Gimpaya N, Scaffidi MA, Khan R, Tham D, Atalla M, Ahmed AM, et al. Impact of augmented reality on procedural skills acquisition in a simulation-based training curriculum for polypectomy: a randomized controlled trial. Gastrointestinal Endoscopy 2020;91(6S):AB529 (Abstract Tu1066). [DOI: 10.1016/j.gie.2020.03.3238] - DOI
Grover 2016 {published data only}
    1. Grover S, Scaffidi M, Chana B, Gupta K, Zasowski M, Zarghom O, et al. A virtual reality curriculum in non-technical skills improves performance in colonoscopy: a randomized trial. Canadian Journal of Gastroenterology and Hepatology 2016;4792898:8-9 (Abstract A10).
Grover 2017b {published data only}
    1. Grover SC, Scaffidi MA, Khan R, Garg A, Al-Mazroui A, Alomani T, et al. Progressive learning in endoscopy simulation training improves clinical performance: a blinded randomized trial. Gastrointestinal Endoscopy 2017;86(5):881-9.
Hashimoto 2017 {published data only}
    1. Hashimoto DA, Petrusa E, Phitayakorn R, Valle C, Casey B, Gee D. A proficiency-based virtual reality endoscopy curriculum improves performance on the fundamentals of endoscopic surgery examination. Surgical Endoscopy and Other Interventional Techniques 2017;32(3):1397-404.
Hritz 2013 {published data only}
    1. Hritz I, Dubravcsik Z, Szepes A, Szepes Z, Kruglikova I, Funch-Jensen P, et al. Assessment of the effectiveness of ERCP mechanical simulator (EMS) exercise on trainees' ERCP performance in the initial learning period: multicenter randomized controlled trial. United European Gastroenterology Journal 2013;1(1S):A333 (Abstract P751).
Jirapinyo 2014 {published data only}
    1. Jirapinyo P, Bing V, Kumar N, Ryan MB, Aihara H, Imaeda AB, et al. A randomized trial of endoscopic simulator training in first year gastroenterology fellows. Gastrointestinal Endoscopy 2014;79(5S):AB218 (Abstract Su1571).
Jirapinyo 2015 {published data only}
    1. Jirapinyo P, Kumar N, Tintara S, Bing V, Aihara H, Perencevich M, et al. Endoscopic part-task simulator training improves endoscopic performance in gastroenterology fellows. Gastroenterology 2015;148(4, Suppl 1):S-202 (Abstract Sa1032).
Jun 2013 {published data only}
    1. Jun W. Upper gastrointestinal endoscopy training with a computer-based simulator. Journal of Gastroenterology and Hepatology 2013;28(Suppl 3):725 (Abstract PR0087).
Kaltenbach 2011 {published data only}
    1. Kaltenbach T, Leung C, Wu K, Yan K, Friedland S, Soetikno R. Use of the colonoscope training model with the colonoscope 3D imaging probe improved trainee colonoscopy performance: a pilot study. Digestive Diseases and Sciences 2011;56(5):1496-502.
Khan 2020 {published data only}
    1. Khan R, Scaffidi MA, Gimpaya N, Tham D Atalla M, Al-Mazroui A, Gholami R, et al. Impact of a simulation-based augmented reality curriculum on polypectomy skills among novice endoscopists: a randomized controlled trial. Journal of the Canadian Association of Gastroenterology 2020;3(S1):5-17.
Koch 2015 {published data only}
    1. Koch AD, Ekkelenkamp VE, Haringsma J, Schoon EJ, Man RA, Kuipers EJ. Simulated colonoscopy training leads to improved performance during patient-based assessment. Gastrointestinal Endoscopy 2015;81(3):630-6.
Li 2012 {published data only}
    1. Li Z, Xu AG, Ma QY, Li BS, Du QF, Liu SD, et al. Effect of mental imagery rehearsal on gastroscopy training with virtual reality endoscopic simulator. World Chinese Journal of Digestology 2012;20(24):2276-80.
Li 2020 {published data only}
    1. Li S, Li G, Liu Y, Xu W, Yang N, Chen H, et al. Development and assessment of a gastroscopy electronic learning system for primary learners: randomized controlled trial. Journal of Medical Internet Research 2020;22(3):e16233. [PMID: 10.2196/16233] - DOI
Liao 2013 {published data only}
    1. Liao WC, Leung JW, Wang HP, Chang WH, Chu CH, Lin JT, et al. Coached practice using ERCP mechanical simulator improves trainees' ERCP performance: a randomized controlled trial. Endoscopy 2013;45(10):799-805.
Lim 2011 {published data only}
    1. Lim BS, Leung JW, Lee J, Yen D, Beckett L, Tancredi D, et al. Effect of ERCP mechanical simulator (EMS) practice on trainees' ERCP performance in the early learning period: US multicenter randomized controlled trial. American Journal of Gastroenterology 2011;106(2):300-6.
Mascagni 2022 {published data only}
    1. Mascagni P, Spota A, Pizzicannella M, Laracca GG, Svendrovski A, Fiorillo C, et al. Democratizing flexible endoscopy training: noninferiority randomized trial comparing a box-trainer vs a virtual reality simulator to prepare for the fundamental of endoscopic surgery exam. Journal of the American College of Surgeons 2022;234(6):1201-10.
Meng 2016 {published data only}
    1. Meng W, Leung JW, Yue P, Wang Z, Wang X, Wang H, et al. Simulation practice with ERCP mechanical simulator (EMS) improves basic skills of novice surgical trainees - a progress report. Journal of Gastroenterology and Hepatology 2016;31(S3):321-2 (Abstract 1745).
Morato 2022 {published data only}
    1. Morato R, Tome L, Dinis-Ribeiro M, Rolanda C. Endoscopic skills training: the impact of virtual exercises on simulated colonoscopy. GE Portuguese Journal of Gastroenterology 2022;29(6):374-84.
NCT01405443 {unpublished data only}
    1. NCT01405443. Simulator training for gastrointestinal endoscopy [Simulator training for gastrointestinal endoscopy - how much simulator training is required to acquire proficiency in gastrointestinal endoscopy]. https://clinicaltrials.gov/ct2/show/NCT01405443 (first received 29 July 2011).
Nehme 2013 {published data only}
    1. Nehme J, Sodergren MH, Sugden C, Aggarwal R, Gillen S, Feussner H, et al. A randomized controlled trial evaluating endoscopic and laparoscopic training in skills transfer for novices performing a simulated NOTES task. Surgical Innovation 2013;20(6):631-8.
Nielsen 2023 {published data only}
    1. Nielsen AB, Pedersen FM, Konge L, Laursen CB, Laursen SB. Training esophagogastroduodenoscopy skills: a randomized, multi-center trial of simulation-based training versus clinical training with 1183 procedures. Endoscopy 2023;55(S 02):S5. [DOI: 10.1055/s-0043-1765001] - DOI
Ou 2018 {published data only}
    1. Ou A, Wilder E, Poles M, Popov V. Endoscopic part-task training box improve endoscopic outcomes. Gastroenterology 2018;154(6S):S465 (Abstract Su1043). [PMID: 10.1016/S0016-5085(18)31799-2] - DOI
Piskorz 2020a {published data only}
    1. Piskorz M, Wonaga A, Bortot L, Linares ME, Araya V, Olmos JI, et al. Impact of a virtual reality simulation in endoscopic training program: first experience in Argentina. Gastroenterology 2020;158(6 Suppl 1):S266 (Abstract Sa1070). [DOI: 10.1016/S0016-5085(20)31345-7] - DOI
Piskorz 2020b {published data only}
    1. Piskorz MM, Wonaga A, Bortot L, Linares ME, Araya V, Olmos JI, et al. Impact of a virtual endoscopy training curriculum in novice endoscopists: first experience in Argentina. Digestive Diseases and Sciences 2020;65(11):3072-8.
Plooy 2016 {published data only}
    1. Plooy AM, Hill A, Horswill MS, Cresp AS, Karamatic R, Riek S, et al. The efficacy of training insertion skill on a physical model colonoscopy simulator. Endoscopy International Open 2016;4(12):E1252-60.
Qiao 2014 {published data only}
    1. Qiao W, Bai Y, Lv R, Zhang W, Chen Y, Lei S, et al. The effect of virtual endoscopy simulator training on novices: a systematic review. PloS One 2014;9(2):e89224.
Santos 2017 {published data only}
    1. Santos N, Carter J, He F, Linsk A, Lungarini A, Nemani A, et al. A learning curve study using the virtual translumenal endoscopic surgery trainer (VTEST). Surgical Endoscopy and Other Interventional Techniques 2017;31(1S):S217 (Abstract P306).
Scaffidi 2018a {published data only}
    1. Scaffidi MA, Al Mazroui A, Lin P, Kalaichandran R, Lyn R, Walsh CM, et al. A45 Impact of an ergonomic intervention on simulated colonoscopy performance. Canadian Journal of Gastroenterology and Hepatology 2018;1(Suppl 1):78.
Scaffidi 2018b {published data only}
    1. Scaffidi MA, Walsh CM, Pearl M, Khan R, Kalaichandran R, Lui E, et al. Impact of a simulation-based training curriculum using gamification for colonoscopy: a randomized controlled trial. Journal of the Canadian Association of Gastroenterology 2018;1(Suppl2):302.
Seshadri 2014 {published data only}
    1. Seshadri D, Barkel D, Riggs T, Wasvary H. Endoscopic simulation training for colonoscopy. Diseases of the Colon and Rectum 2014;57(5):e340 (Abstract P369).
Singh 2014 {published data only}
    1. Singh S, Sedlack RE, Cook DA. Effects of simulation-based training in gastrointestinal endoscopy: a systematic review and meta-analysis. Clinical Gastroenterology and Hepatology 2014;12(10):1611-23.e4.
Snyder 2011 {published data only}
    1. Snyder CW, Vandromme MJ, Tyra SL, Porterfield JR, Clements RH, Hawn MT. Effects of virtual reality simulator training method and observational learning on surgical performance. World Journal of Surgery 2011;35(2):245-52.
Soetikno 2020 {published data only}
    1. Soetikno RM, Chin Y, Nguyen-Vu T, Malvar C, Soetikno A, Asokkumar R, et al. Simulator-based training programs accelerate acquisition of cognitive and technical skills for upper endoscopy. Gastroenterology 2020;158(6, Suppl 1):S258-S259 (Abstract Sa1052).
Strosberg 2017 {published data only}
    1. Strosberg DS, Osayi SN, Drosdeck J, Dettorre R, Suzo A, Hazey J. Virtual reality simulation in flexible endoscopy: implications for resident training. Surgical Endoscopy and Other Interventional Techniques 2017;31(S1):S207 (Abstract P273).
Van Sickle 2011 {published data only}
    1. Van Sickle KR, Buck L, Willis R, Mangram A, Truitt MS, Shabahang M, et al. A multicenter, simulation-based skills training collaborative using shared GI Mentor II systems: results from the Texas Association of Surgical Skills Laboratories (TASSL) flexible endoscopy curriculum. Surgical Endoscopy 2011;25(9):2980-6.
Vilmann 2018 {published data only}
    1. Vilmann AS, Norsk D, Svendsen MB, Reinhold R, Svendsen LB, Park YS, et al. Computerized feedback during colonoscopy training leads to improved performance: a randomized trial. Gastrointestinal Endoscopy 2018;88(5):869-76.
Williams 2015 {published data only}
    1. Williams MR, Crossett JR, Cleveland EM, Smoot CP, Aluka KJ, Coviello LC, et al. Equivalence in colonoscopy results between gastroenterologists and general surgery residents following an endoscopy simulation curriculum. Journal of Surgical Education 2015;72(4):654-7.

Additional references

Abbas 2023
    1. Abbas JR, O’Connor A, Ganapathy E, Isba R, Payton A, McGarth B, et al. What is virtual reality? A healthcare-focused systematic review of definitions. Health Policy and Technology 2023;12(2):100741.
Bar‐Meir 2000
    1. Bar-Meir S. A new endoscopic simulator. Endoscopy 2000;32(11):898-900.
Barton 2008
    1. Barton R. Validity and reliability of an accreditation assessment for colonoscopy [abstract]. Gut 2008;57(Suppl 1):A2.
Barton 2012
    1. Barton JR, Corbett S, Van der Vleuten CP, on behalf of the English Bowel Cancer Screening Programme, UK Joint Advisory Group for Gastrointestinal Endoscopy. The validity and reliability of a direct observation of procedural skills assessment tool: assessing colonoscopic skills of senior endoscopists. Gastrointestinal Endoscopy 2012;75(3):591-7.
Blumenthal 1994
    1. Blumenthal D. Making medical errors into "medical treasures''. JAMA 1994;272(23):1867-8.
Brydges 2010
    1. Brydges R, Carnahan H, Rose D, Rose L, Dubrowski A. Coordinating progressive levels of simulation fidelity to maximize educational benefit. Academic Medicine 2010;85(5):806-12.
Brydges 2014
    1. Brydges R, Hatala R, Zendejas B, Erwin PJ, Cook DA. Linking simulation-based educational assessments and patient-related outcomes: a systematic review and meta-analysis. Academic Medicine 2015;90(2):246-56.
Brydges 2015
    1. Brydges R, Manzone J, Shanks D, Hatala R, Hamstra SJ, Zendejas B, et al. Self-regulated learning in simulation-based training: a systematic review and meta-analysis. Medical Education 2015;49(4):368-78.
Cant 2019
    1. Cant R, Cooper S, Sussex R, Bogossian F. What's in a name? Clarifying the nomenclature of virtual simulation. Clinical Simulation in Nursing 2019;27(C):26-30.
Cass 1996
    1. Cass OW, Freeman ML, Cohen J, Zuckerman G, Watkins J, Nord J, et al. Acquisition of competency in endoscopic skills (ACES) during training: a multicentre study [abstract]. Gastrointestinal Endoscopy 1996;43(4):308.
Chang 2019
    1. Chang TP, Sherman JM, Gerard JM. Overview of serious gaming and virtual reality. In: Nestel D, Hui J, Kunkler K, Scerbo MW, Calhoun AW, editors(s). Healthcare Simulation Research: A Practical Guide. Cham, Switzerland: Springer Nature, 2019:29-38.
Classen 1974
    1. Classen M, Rupin H. Practical endoscopy training using a new gastrointestinal phantom. Endoscopy 1974;6(2):127-31.
Cook 2013
    1. Cook DA, Brydges R, Zendejas B, Hamstra SJ, Hatala R. Technology-enhanced simulation to assess health professionals: a systematic review of validity evidence, research methods, and reporting quality. Academic Medicine 2013;88(6):872-83.
Covidence 2023 [Computer program]
    1. Covidence systematic review software. Melbourne, Australia: Veritas Health Innovation, 2023. Available at www.covidence.org.
Dawe 2014
    1. Dawe SR, Windsor JA, Broeders JA, Cregan PC, Hewett PJ, Maddern GJ. A systematic review of surgical skills transfer after simulation-based training: laparoscopic cholecystectomy and endoscopy. Annals of Surgery 2014;259(2):236-48.
Dedy 2015
    1. Dedy NJ, Szasz P, Louridas M, Bonrath EM, Husslein H, Grantcharov TP. Objective structured assessment of nontechnical skills: reliability of a global rating scale for the in-training assessment in the operating room. Surgery 2015;157(6):1002-13.
Dunkin 2003
    1. Dunkin BJ. Flexible endoscopy simulators. Seminars in Laparoscopic Surgery 2003;10(1):29-35.
Dunkin 2007
    1. Dunkin B, Adrales GL, Apelgren K, Mellinger JD. Surgical simulation: a current review. Surgical Endoscopy 2007;21(3):357-66.
Egger 1997
    1. Egger M, Davey Smith G, Schneider M, Minder C. Bias in meta-analysis detected by a simple, graphical test. BMJ (Clinical Research Ed.) 1997;315(7109):629-34.
Ellaway 2006
    1. Ellaway R, Candler C, Greene P, Smothers V. An architectural model for MedBiquitous Virtual Patients: MedBiquitous white paper. 2016. groups.medbiq.org/medbiq/display/VPWG/MedBiquitous+Virtual+Patient+Archi... (accessed 10 March 2018).
Faigel 2005
    1. Faigel DO, Baron TH, Lewis B, Petersen B, Petrini J, Popp JW, et al, on behalf of the ASGE Taskforce on Ensuring Competence in Endoscopy and the American College of Gastroenterology Executive and Practice Management Committees. Ensuring competence in endoscopy. 2005. s3.gi.org/physicians/EnsuringCompetence.pdf (accessed 22 April 2025).
Frank 2015
    1. Frank JR, Snell L, Sherbino J, Editors. CanMEDS 2015 Physician Competency Framework. Ottawa: The Royal College of Physicians and Surgeons of Canada, 2015.
Gagnier JJ
    1. Gagnier JJ, Morgenstern H, Altman DG, Berlin J, Chang S, McCulloch P, et al, Ann Arbor Clinical Heterogeneity Consensus Group. Consensus-based recommendations for investigating clinical heterogeneity in systematic reviews. BMC Medical Research Methodology 2013;13(1):106. [DOI: ]
GRADEpro 2017 [Computer program]
    1. GRADEpro GDT. Version accessed 2 December 2017. Hamilton (ON): McMaster University (developed by Evidence Prime), 2015. Available at gradepro.org.
Grantcharov 2003
    1. Grantcharov TP, Bardram L, Funch-Jensen P, Rosenberg J. Learning curves and impact of previous operative experience on performance on a virtual reality simulator to test laparoscopic surgical skills. American Journal of Surgery 2003;185(2):146-9.
Guadagnoli 2012
    1. Guadagnoli M, Morin MP, Dubrowski A. The application of the challenge point framework in medical education. Medical Education 2012;46(5):447-53.
Hatala 2005
    1. Hatala R, Kassen BO, Nishikawa J, Cole G, Issenberg SB. Incorporating simulation technology in a Canadian internal medicine specialty examination: a descriptive report. Academic Medicine 2005;80(6):554-6.
Hatala 2014
    1. Hatala R, Cook DA, Zendejas B, Hamstra SJ, Brydges R. Feedback for simulation-based procedural skills training: a meta-analysis and critical narrative synthesis. Advances in Health Sciences Education 2014;19(2):251-72.
Higgins 2011
    1. Higgins JP, Green S (editors). Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 (updated March 2011). The Cochrane Collaboration, 2011. Available at: https://www.cochrane.org/authors/handbooks-and-manuals/handbook/archive/....
Higgins 2016
    1. Higgins JP, Lasserson T, Chandler J, Tovey D, Churchill R. Methodological Expectations of Cochrane Intervention Reviews. Version 1.02. Cochrane: London 2016.
Higgins 2024
    1. Higgins JP, Thomas J, Chandler J, Cumpston M, Li T, Page MJ, Welch VA (editors). Cochrane Handbook for Systematic Reviews of Interventions version 6.5 (updated August 2024). Cochrane, 2024. Available from www.training.cochrane.org/handbook.
Hitchins 2018
    1. Hitchins CR, Metzner M, Edworthy J, Ward C. Non-technical skills and gastrointestinal endoscopy: a review of the literature. Frontline Gastroenterology 2018;9(2):129-34.
Hochberger 2004
    1. Hochberger J, Euler K, Naegel A, Hahn EG, Maiss J. The compact Erlangen Active Simulator for interventional endoscopy: a prospective comparison in structured team-training courses on "endoscopic hemostasis" for doctors and nurses to the "Endo-Trainer" model. Scandinavian Journal of Gastroenterology 2004;39(9):895-902.
Hodges 2003
    1. Hodges B, McIlroy JH. Analytic global OSCE ratings are sensitive to level of training. Medical Education 2003;37(11):1012-6.
Holmboe 2010
    1. Holmboe ES, Sherbino J, Long DM, Swing SR, Frank JR. The role of assessment in competency-based medical education. Medical Teacher 2010;32(8):676-82.
Issenberg 1999
    1. Issenberg SB, McGaghie WC, Hart IR, Mayer JW, Felner JM, Petrusa ER, et al. Simulation technology for health care professional skills training and assessment. JAMA 1999;282(9):861-6.
Issenberg 2005
    1. Issenberg SB, McGaghie WC, Petrusa ER, Lee Gordon D, Scalese RJ. Features and uses of high-fidelity medical simulations that lead to effective learning: a BEME systematic review. Medical Teacher 2005;27(1):10-28.
JAG Central Office 2010
    1. Joint Advisory Group Central Office. Summative DOPS assessment form – colonoscopy and flexible sigmoidoscopy. https://www.thejag.org.uk/aboutus/downloadcentre.aspx (accessed 22 April 2025).
Kardong‐Edgren 2019
    1. Kardong-Edgren S, Farra SL, Alinier G, Young HM. Call to unify definitions of virtual reality. Clinical Simulation in Nursing 2019;31(C):26-30.
Kim 2001
    1. Kim JH, Park S, Lee H, Yuk KC, Lee H. Virtual reality simulations in physics education. Interactive Multimedia Electronic Journal of Computer-Enhanced Learning 2001;3(2):1-7.
Kneebone 2001
    1. Kneebone R, ApSimon D. Surgical skills training: simulation and multimedia combined. Medical Education 2001;35(9):909-15.
Kononowicz 2016
    1. Kononowicz AA, Woodham L, Georg C, Edelbring S, Stathakarou N, Davies D, et al. Virtual patient simulations for health professional education. Cochrane Database of Systematic Reviews 2016, Issue 5. Art. No: CD012194. [DOI: 10.1002/14651858.CD012194] - DOI
Krummel 1998
    1. Krummel TM. Surgical simulation and virtual reality: the coming revolution. Annals of Surgery 1998;228(5):635-7.
Langsley 1991
    1. Langsley DG. Medical competence and performance assessment. A new era. JAMA 1991;266(7):977-80.
LeBlanc 2009
    1. LeBlanc VR, Tabak D, Kneebone R, Nestel D, MacRae H, Moulton CA. Psychometric properties of an integrated assessment of technical and communication skills. American Journal of Surgery 2009;197(1):96-101.
Leuschner 2019
    1. Leuschner S, Leuschner M, Kropf S, Niederbichler AD. Non-technical skills training in the operating theatre: a meta-analysis of patient outcomes. Surgeon 2019;17(4):233-43.
Macaskill 2001
    1. Macaskill P, Walter SD, Irwig L. A comparison of methods to detect publication bias in meta-analysis. Statistics in Medicine 2001;20(4):641-54.
Mahmood 2004
    1. Mahmood T, Darzi A. The learning curve for a colonoscopy simulator in the absence of any feedback: no feedback, no learning. Surgical Endoscopy 2004;18(8):1224-30.
Mahmood 2018
    1. Mahmood T, Scaffidi MA, Khan R, Grover SC. Virtual reality simulation in endoscopy training: current evidence and future directions. World Journal of Gastroenterology 2018;24(48):5439-45. [DOI: 10.3748/wjg.v24.i48.5439] - DOI
Matharoo 2017
    1. Matharoo M, Haycock A, Sevdalis N, Thomas-Gibson S. A prospective study of patient safety incidents in gastrointestinal endoscopy. Endoscopy International Open 2017;5(1):E83-9.
McCashland 2000
    1. McCashland T, Brand R, Lyden E, Garmo P. The time and financial impact of training fellows in endoscopy. CORI Research Project. Clinical Outcomes Research Initiative. American Journal of Gastroenterology 2000;95(11):3129-32.
Miller 1990
    1. Miller GE. The assessment of clinical skills/competence/performance. Academic Medicine 1990;65(9 Suppl):S63-7.
Murad 2010
    1. Murad MH, Coto-Yglesias F, Varkey P, Prokop LJ, Murad AL. The effectiveness of self-directed learning in health professions education: a systematic review. Medical Education 2010;44(11):1057-68.
Nass 2022
    1. Nass KJ, Zwager LW, Van der Vlugt M, Dekker E, Bossuyt PM, Ravindran S, et al. Novel classification for adverse events in GI endoscopy: the AGREE classification. Gastrointestinal Endoscopy 2022;95(6):1078-85.
Palter 2013
    1. Palter VN, Orzech N, Reznick RK, Grantcharov TP. Validation of a structured training and assessment curriculum for technical skill acquisition in minimally invasive surgery: a randomized controlled trial. Annals of Surgery 201;257(2):224-30.
Rasmussen 2003
    1. Rasmussen J. The role of error in organizing behaviour. 1990. Quality & Safety in Health Care 2003;12(5):377-83.
Ravindran 2021
    1. Ravindran S, Haycock A, Woolf K, Thomas-Gibson S. Development and impact of an endoscopic non-technical skills (ENTS) behavioural marker system. BMJ Simulation & Technology Enhanced Learning 2021;7(1):17-25.
RevMan 2024 [Computer program]
    1. Review Manager (RevMan). Version 7.2.0. The Cochrane Collaboration, 2024. Available at https://revman.cochrane.org.
Scalese 2008
    1. Scalese RJ, Obeso VT, Issenberg SB. Simulation technology for skills training and competency assessment in medical education. Journal of General Internal Medicine 2008;23(Suppl 1):46-9.
Schünemann 2013
    1. Schünemann H, Brozek J, Oxman A, editor(s). Handbook for grading the quality of evidence and the strength of recommendations using the GRADE approach (updated October 2013). GRADE Working Group, 2013. Available from gdt.guidelinedevelopment.org/app/handbook/handbook.html.
Sedlack 2002
    1. Sedlack RE. Development of a colonoscopy curriculum and performance based assessment criteria on a computer-based endoscopy simulator. Academic Medicine 2002;77(7):750-1.
Sterne 2011
    1. Sterne JA, Egger M, Moher D. Chapter 10: Addressing reporting bias. In: Higgins JP, Green S (editors). Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. The Cochrane Collaboration, 2011. Available from https://www.cochrane.org/authors/handbooks-and-manuals/handbook/archive/....
Sturm 2007
    1. Sturm L, Windsor J, Cregan P, Hewett P, Cosman P, Maddern G. Surgical simulation training: skills transfer to the operating room. ASERNIP-S Report No. 61. Adelaide, South Australia: ASERNIP-S, 2007. www.surgeons.org/media/300327/Surgicalsimulation_systematicreview.pdf (accessed 10 December 2017).
Swing 2002
    1. Swing SR. Assessing the ACGME general competencies: general considerations and assessment methods. Academic Emergency Medicine 2002;9(11):1278-88.
Van Gaalen 2021
    1. Van Gaalen AE, Brouwer J, Schönrock-Adema J, Bouwkamp-Timmer T, Jaarsma AD, Georgiadis JR. Gamification of health professions education: a systematic review. Advances in Health Sciences Education 2021;26(6):683-711.
Vassiliou 2010
    1. Vassiliou MC, Kaneva PA, Poulose BK, Dunkin BJ, Marks JM, Sadik R, et al. Global assessment of gastrointestinal endoscopic skills (GAGES): a valid measurement tool for technical skills in flexible endoscopy. Surgical Endoscopy 2010;24(8):1834-41.
Vozenilek 2004
    1. Vozenilek J, Huff JS, Reznek M, Gordon JA. See one, do one, teach one: advanced technology in medical education. Academic Emergency Medicine 2004;11(11):1149-54.
Walsh 2008
    1. Walsh CM, Coopper MA, Rabeneck L, Carnahan H. Bench-top versus virtual reality simulation training in endoscopy: expertise discrimination. Canadian Journal of Gastroenterology and Hepatology 2008;22(Suppl A):164.
Walsh 2009
    1. Walsh CM, Ling SC, Wang CS, Carnahan H. Concurrent versus terminal feedback: it may be better to wait. Academic Medicine 2009;84(10 Suppl):S54-7.
Walsh 2015
    1. Walsh CM, Ling SC, Khanna N, Grover SC, Yu JJ, Cooper MA, et al. Gastrointestinal endoscopy competency assessment tool: reliability and validity evidence. Gastrointestinal Endoscopy 2015;81(6):1417-24.
Walsh 2016
    1. Walsh CM. In-training gastrointestinal endoscopy competency assessment tools: types of tools, validation and impact. Best Practice and Research: Clinical Gastroenterology 2016;30(3):357-74.
Walsh 2019
    1. Walsh CM, Cohen J. Endoscopic simulators. In: Chandrasekhara V, Elmunzer BJ, Khashab MA, Muthusamy VR, editors(s). Clinical Gastrointestinal Endoscopy. 3rd edition. Philadelphia, PA: Elsevier, 2019:141–51.
WHO 2008
    1. World Health Organization. Classifying health workers: Mapping occupations to the international standard classification. https://www.who.int/publications/m/item/classifying-health-workers (accessed 22 April 2025).
WHO 2013
    1. World Health Organization. Transforming and scaling up health professionals’ education and training: World Health Organization Education Guidelines 2013. https://www.who.int/publications/i/item/transforming-and-scaling-up-heal... (accessed 22 April 2025).
Zhang 2021
    1. Zhang W, Liu X, Zheng B. Virtual reality simulation in training endoscopic skills: a systematic review. Laparoscopic, Endoscopic and Robotic Surgery 2021;4(4):97-104.
Ziv 2003
    1. Ziv A, Wolpe PR, Small SD, Glick S. Simulation-based medical education: an ethical imperative. Academic Medicine 2003;78(8):783-8.
Ziv 2009
    1. Ziv A, Small SD, Wolpe PR. Patient safety and simulation-based medical education. Medical Teacher 2009;22(5):489-95. [DOI: 10.1080/01421590050110777] - DOI

References to other published versions of this review

Khan 2018
    1. Khan R, Plahouras J, Johnston BC, Scaffidi MA, Grover SC, Walsh CM. Virtual reality simulation training for health professions trainees in gastrointestinal endoscopy. Cochrane Database of Systematic Reviews 2018 Aug 17, Issue 8. Art. No: CD008237. [DOI: 10.1002/14651858.CD008237.pub3] - DOI
Walsh 2012
    1. Walsh CM, Sherlock ME, Ling SC, Carnahan H. Virtual reality simulation training for health professions trainees in gastrointestinal endoscopy. Cochrane Database of Systematic Reviews 2012, Issue 6. Art. No: CD008237. [DOI: 10.1002/14651858.CD008237.pub2] - DOI

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