A Taxonomy Guide for Surgical Simulation

The lack of a common language within surgical simulation can not only create confusion but can also impede efforts to coherently describe data, techniques, assessment, and research. The goal of this chapter is to present a comprehensive taxonomy of terms (Fig. 1) used within surgical simulation to guide those embarking on new simulation endeavors and to serve as a reference for those already in the trenches. Although best efforts were made to provide the most definitive description of each term, we do acknowledge that many terms referenced are in various stages of development. We provide references for further reading to guide the reader in additional understanding of each concept.

[1]  D. Irby,et al.  Assessment in medical education. , 2007, The New England journal of medicine.

[2]  Richard L. George,et al.  In Situ Simulation to Assess Workplace Attitudes and Effectiveness in a New Facility , 2013, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[3]  David A Cook,et al.  Simulation-based objective assessment discerns clinical proficiency in central line placement: a construct validation. , 2010, Chest.

[4]  D. Irby,et al.  Remediation of the Deficiencies of Physicians Across the Continuum From Medical School to Practice: A Thematic Review of the Literature , 2009, Academic medicine : journal of the Association of American Medical Colleges.

[5]  Rajesh Aggarwal,et al.  Implementation of an interactive virtual-world simulation for structured surgeon assessment of clinical scenarios. , 2013, Journal of the American College of Surgeons.

[6]  B. Kalish,et al.  The Impact of Institutional Review Boards (IRBs) on Clinical Innovation , 2015, Journal of empirical research on human research ethics : JERHRE.

[7]  B. Bloom Taxonomy of educational objectives , 1956 .

[8]  M. Antonoff,et al.  The Significant Impact of a Competency-Based Preparatory Course for Senior Medical Students Entering Surgical Residency , 2012, Academic medicine : journal of the Association of American Medical Colleges.

[9]  J. Feinglass,et al.  Mastery learning of advanced cardiac life support skills by internal medicine residents using simulation technology and deliberate practice , 2006, Journal of General Internal Medicine.

[10]  Dimitrios Stefanidis,et al.  Developing a coaching mechanism for practicing surgeons. , 2016, Surgery.

[11]  D. France,et al.  An observational analysis of surgical team compliance with perioperative safety practices after crew resource management training. , 2008, American journal of surgery.

[12]  Gary Klein,et al.  Working Minds: A Practitioner's Guide to Cognitive Task Analysis , 2006 .

[13]  I. Philibert,et al.  The next GME accreditation system--rationale and benefits. , 2012, The New England journal of medicine.

[14]  J. J. Jakimowicz,et al.  Suturing training in Augmented Reality: gaining proficiency in suturing skills faster , 2008, Surgical Endoscopy.

[15]  J. Sweller Element Interactivity and Intrinsic, Extraneous, and Germane Cognitive Load , 2010 .

[16]  S. Tsuda,et al.  Augmented reality telementoring (ART) platform: a randomized controlled trial to assess the efficacy of a new surgical education technology , 2014, Surgical Endoscopy.

[17]  Marie Diener-West,et al.  Pediatric resident resuscitation skills improve after "rapid cycle deliberate practice" training. , 2014, Resuscitation.

[18]  Pierre Perruchet The effect of spaced practice on explicit and implicit memory , 1989 .

[19]  Eric A Surface,et al.  Frame-of-reference training effectiveness: effects of goal orientation and self-efficacy on affective, cognitive, skill-based, and transfer outcomes. , 2010, The Journal of applied psychology.

[20]  G. Fried,et al.  Measuring intra-operative decision-making during laparoscopic cholecystectomy: validity evidence for a novel interactive Web-based assessment tool , 2017, Surgical Endoscopy.

[21]  D A DaRosa,et al.  Faculty evaluation of simulation-based modules for assessment of intraoperative decision making. , 2011, Surgery.

[22]  M. Taras,et al.  ASSESSMENT – SUMMATIVE AND FORMATIVE – SOME THEORETICAL REFLECTIONS , 2005 .

[23]  C. Andrade Examination of participant flow in the CONSORT diagram can improve the understanding of the generalizability of study results. , 2015, The Journal of clinical psychiatry.

[24]  R. Satava,et al.  Virtual Reality Simulation for the Operating Room: Proficiency-Based Training as a Paradigm Shift in Surgical Skills Training , 2005, Annals of surgery.

[25]  R. Reznick,et al.  Objective structured assessment of technical skill (OSATS) for surgical residents , 1997, The British journal of surgery.

[26]  David R Farley,et al.  Objective Assessment of General Surgery Residents Followed by Remediation. , 2016, Journal of surgical education.

[27]  J. Scheuneman A METHOD OF ASSESSING BIAS IN TEST ITEMS , 1979 .

[29]  B Price Kerfoot,et al.  The use of gamification to boost residents' engagement in simulation training. , 2014, JAMA surgery.

[30]  B. Berg,et al.  In situ, multidisciplinary, simulation-based teamwork training improves early trauma care. , 2011, Journal of surgical education.

[31]  E. Salas,et al.  Toward an understanding of team performance and training. , 1992 .

[32]  D. Kolb Experiential Learning: Experience as the Source of Learning and Development , 1983 .

[33]  Nicole K Roberts,et al.  A surgical simulation curriculum for senior medical students based on TeamSTEPPS. , 2012, Archives of surgery.

[34]  Dan Pontefract Flat Army: Creating a Connected and Engaged Organization , 2013 .

[35]  D M Kaufman,et al.  A Comparison of Standard‐setting Procedures for an OSCE in Undergraduate Medical Education , 2000, Academic medicine : journal of the Association of American Medical Colleges.

[36]  Robert L Wears,et al.  In situ simulation: detection of safety threats and teamwork training in a high risk emergency department , 2012, BMJ quality & safety.

[37]  J. Livingston,et al.  Metacognition: An Overview. , 2003 .

[38]  Danette W. McKinley,et al.  Assessment methods in medical education. , 2007, International journal of health sciences.

[39]  R. Englander,et al.  Toward a Common Taxonomy of Competency Domains for the Health Professions and Competencies for Physicians , 2013, Academic medicine : journal of the Association of American Medical Colleges.

[40]  David M. Gaba,et al.  The Role of Debriefing in Simulation-Based Learning , 2007, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[41]  Thomas A. Angelo,et al.  Classroom Assessment Techniques: A Handbook for College Teachers. Second Edition. , 1993 .

[42]  John Sweller,et al.  Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..

[43]  A. Okamura Haptic feedback in robot-assisted minimally invasive surgery , 2009, Current opinion in urology.

[44]  Dana T Lin,et al.  Validity evidence for Surgical Improvement of Clinical Knowledge Ops: a novel gaming platform to assess surgical decision making. , 2015, American journal of surgery.

[45]  Teodor P Grantcharov,et al.  Comprehensive Surgical Coaching Enhances Surgical Skill in the Operating Room: A Randomized Controlled Trial. , 2015, Annals of surgery.

[46]  Robert Simon,et al.  Debriefing as formative assessment: closing performance gaps in medical education. , 2008, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[47]  C. Burns Using debriefing and feedback in simulation to improve participant performance: an educator’s perspective , 2015, International journal of medical education.

[48]  F. Paas,et al.  Cognitive Architecture and Instructional Design , 1998 .

[49]  Sebastian Deterding,et al.  Gamification: designing for motivation , 2012, INTR.

[50]  M. Ferguson,et al.  Competence versus mastery: the time course for developing proficiency in video-assisted thoracoscopic lobectomy. , 2014, The Journal of thoracic and cardiovascular surgery.

[51]  T. Grantcharov,et al.  Randomized clinical trial of virtual reality simulation for laparoscopic skills training , 2004, The British journal of surgery.

[52]  C. Boston The Concept of Formative Assessment. , 2002 .

[53]  L. Kaplan,et al.  Standards for education and credentialing in critical care medicine. , 2011, JAMA.

[54]  D. Long,et al.  Competency-based medical education: theory to practice , 2010, Medical teacher.

[55]  D. Scott,et al.  Frame-of-reference training for simulation-based intraoperative communication assessment. , 2016, American journal of surgery.

[56]  M. Schijven,et al.  Systematic review on the effectiveness of augmented reality applications in medical training , 2016, Surgical Endoscopy.

[57]  T. S. Willis,et al.  Evaluating efforts to optimize TeamSTEPPS implementation in surgical and pediatric intensive care units. , 2011, Joint Commission journal on quality and patient safety.

[58]  A. Darzi,et al.  Simulation and clinical practice: strengthening the relationship , 2004, Medical education.

[59]  C. Mellis,et al.  Applying Established Guidelines to Team-Based Learning Programs in Medical Schools: A Systematic Review , 2014, Academic medicine : journal of the Association of American Medical Colleges.

[60]  Sandy Cook,et al.  Team-based learning: A practical guide: AMEE Guide No. 65 , 2012, Medical teacher.

[61]  C. Cassel,et al.  Credentialing and public accountability: a central role for board certification. , 2006, JAMA.

[62]  J. Cannon-Bowers,et al.  Optimizing learning in surgical simulations: guidelines from the science of learning and human performance. , 2010, The Surgical clinics of North America.

[63]  R. Reznick,et al.  Validation of an objective structured assessment of technical skill for surgical residents , 1996, Academic medicine : journal of the Association of American Medical Colleges.

[64]  Reid Bates A critical analysis of evaluation practice: the Kirkpatrick model and the principle of beneficence , 2004 .

[65]  Debriefing and feedback: two sides of the same coin? , 2015, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[66]  Ahmed Fahli,et al.  The Serious Game: What Educational Benefits? , 2012 .

[67]  W. McGaghie,et al.  A critical review of simulation‐based medical education research: 2003–2009 , 2010, Medical education.

[68]  Rajesh Aggarwal,et al.  Deliberate Practice on a Virtual Reality Laparoscopic Simulator Enhances the Quality of Surgical Technical Skills , 2011, Annals of surgery.

[69]  Cynthia O. Dominguez Expertise and Metacognition in Laparoscopic Surgery: A Field Study , 2001 .

[70]  Charles R. Kelley,et al.  What is Adaptive Training?1 , 1969 .

[71]  Geoff Norman,et al.  The minimal relationship between simulation fidelity and transfer of learning , 2012, Medical education.

[72]  A. Edmondson Psychological Safety and Learning Behavior in Work Teams , 1999 .

[73]  Rajesh Aggarwal,et al.  Proving the Effectiveness of Virtual Reality Simulation for Training in Laparoscopic Surgery , 2007, Annals of surgery.

[74]  Elwood F. Holton,et al.  The Adult Learner : The Definitive Classic in Adult Education and Human Resource Development , 1998 .

[75]  R. Higgins,et al.  Implementing the ACGME general competencies in a cardiothoracic surgery residency program using 360-degree feedback. , 2004, The Annals of thoracic surgery.

[76]  Eduardo Salas,et al.  Does Crew Resource Management Training Work? An Update, an Extension, and Some Critical Needs , 2006, Hum. Factors.

[77]  M. Auerbach,et al.  Qualitative Evaluation of Just-in-Time Simulation-Based Learning: The Learners’ Perspective , 2013, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[78]  L. Vygotsky Mind in Society: The Development of Higher Psychological Processes: Harvard University Press , 1978 .

[79]  Lucian Panait,et al.  The role of haptic feedback in laparoscopic simulation training. , 2009, The Journal of surgical research.

[80]  D. Kolb,et al.  Learning Styles and Learning Spaces: Enhancing Experiential Learning in Higher Education , 2005 .

[81]  Eduardo Salas,et al.  The wisdom of collectives in organizations: An update of the teamwork competencies. , 2008 .

[82]  Robert J. Crutcher,et al.  The role of deliberate practice in the acquisition of expert performance. , 1993 .

[83]  Aimee K. Gardner,et al.  The Science and Training of Expert Operating Room Teams , 2019, Comprehensive Healthcare Simulation: Surgery and Surgical Subspecialties.

[84]  Gregory M. Hurtz,et al.  How Many Raters Should be Used for Establishing Cutoff Scores with the Angoff Method? a Generalizability Theory Study , 1999 .

[85]  James Patrick Ryan,et al.  A crew resource management program tailored to trauma resuscitation improves team behavior and communication. , 2014, Journal of the American College of Surgeons.

[86]  Dana K Andersen,et al.  How can educators use simulation applications to teach and assess surgical judgment? , 2012, Academic medicine : journal of the Association of American Medical Colleges.