Virtual Patient Simulations in Health Professions Education: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration

Background Virtual patients are interactive digital simulations of clinical scenarios for the purpose of health professions education. There is no current collated evidence on the effectiveness of this form of education. Objective The goal of this study was to evaluate the effectiveness of virtual patients compared with traditional education, blended with traditional education, compared with other types of digital education, and design variants of virtual patients in health professions education. The outcomes of interest were knowledge, skills, attitudes, and satisfaction. Methods We performed a systematic review on the effectiveness of virtual patient simulations in pre- and postregistration health professions education following Cochrane methodology. We searched 7 databases from the year 1990 up to September 2018. No language restrictions were applied. We included randomized controlled trials and cluster randomized trials. We independently selected studies, extracted data, and assessed risk of bias and then compared the information in pairs. We contacted study authors for additional information if necessary. All pooled analyses were based on random-effects models. Results A total of 51 trials involving 4696 participants met our inclusion criteria. Furthermore, 25 studies compared virtual patients with traditional education, 11 studies investigated virtual patients as blended learning, 5 studies compared virtual patients with different forms of digital education, and 10 studies compared different design variants. The pooled analysis of studies comparing the effect of virtual patients to traditional education showed similar results for knowledge (standardized mean difference [SMD]=0.11, 95% CI −0.17 to 0.39, I2=74%, n=927) and favored virtual patients for skills (SMD=0.90, 95% CI 0.49 to 1.32, I2=88%, n=897). Studies measuring attitudes and satisfaction predominantly used surveys with item-by-item comparison. Trials comparing virtual patients with different forms of digital education and design variants were not numerous enough to give clear recommendations. Several methodological limitations in the included studies and heterogeneity contributed to a generally low quality of evidence. Conclusions Low to modest and mixed evidence suggests that when compared with traditional education, virtual patients can more effectively improve skills, and at least as effectively improve knowledge. The skills that improved were clinical reasoning, procedural skills, and a mix of procedural and team skills. We found evidence of effectiveness in both high-income and low- and middle-income countries, demonstrating the global applicability of virtual patients. Further research should explore the utility of different design variants of virtual patients.

[1]  J. Higgins,et al.  Cochrane Handbook for Systematic Reviews of Interventions , 2010, International Coaching Psychology Review.

[2]  R. Bajpai,et al.  Health Professions’ Digital Education: Review of Learning Theories in Randomized Controlled Trials by the Digital Health Education Collaboration , 2019, Journal of medical Internet research.

[3]  Monika Semwal,et al.  Offline Digital Education for Medical Students: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration , 2019, Journal of medical Internet research.

[4]  C. K. Nikolaou,et al.  Serious Gaming and Gamification Education in Health Professions: Systematic Review , 2019, Journal of medical Internet research.

[5]  J. Car,et al.  Influences on the Implementation of Mobile Learning for Medical and Nursing Education: Qualitative Systematic Review by the Digital Health Education Collaboration , 2019, Journal of medical Internet research.

[6]  R. Bajpai,et al.  Digital Health Professions Education on Diabetes Management: Systematic Review by the Digital Health Education Collaboration , 2019, Journal of medical Internet research.

[7]  J. Rotgans,et al.  Digital Problem-Based Learning in Health Professions: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration , 2019, Journal of medical Internet research.

[8]  J. Car,et al.  Online Digital Education for Postregistration Training of Medical Doctors: Systematic Review by the Digital Health Education Collaboration , 2019, Journal of medical Internet research.

[9]  P. Whiting,et al.  Digital Education for Health Professions on Smoking Cessation Management: Systematic Review by the Digital Health Education Collaboration , 2018, Journal of medical Internet research.

[10]  J. Car,et al.  Medical Doctors’ Offline Computer-Assisted Digital Education: Systematic Review by the Digital Health Education Collaboration , 2018, Journal of medical Internet research.

[11]  J. Car,et al.  Offline Digital Education for Postregistration Health Professions: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration , 2018, Journal of Medical Internet Research.

[12]  Andrzej A. Kononowicz,et al.  Virtual Reality for Health Professions Education: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration , 2019, Journal of medical Internet research.

[13]  Sokratis Nifakos,et al.  Mobile Digital Education for Health Professions: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration , 2018, Journal of medical Internet research.

[14]  P. Whiting,et al.  Digital Education in Health Professions: The Need for Overarching Evidence Synthesis , 2019, Journal of medical Internet research.

[15]  L. Tudor Car,et al.  Digital Education for the Management of Chronic Wounds in Health Care Professionals: Protocol for a Systematic Review by the Digital Health Education Collaboration , 2018, JMIR research protocols.

[16]  S. Jeimy,et al.  Evaluation of virtual patient cases for teaching diagnostic and management skills in internal medicine: a mixed methods study , 2018, BMC Research Notes.

[17]  Y. Vovides,et al.  Using Technology to Enhance Teaching of Patient-Centered Interviewing for Early Medical Students , 2018, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[18]  L. Hedman,et al.  Learning through a virtual patient vs. recorded lecture: a comparison of knowledge retention in a trauma case , 2018, International journal of medical education.

[19]  N. Szilas,et al.  An open randomized controlled study comparing an online text-based scenario and a serious game by Belgian and Swiss pharmacy students. , 2018, Currents in pharmacy teaching & learning.

[20]  K. Haerling,et al.  Cost-Utility Analysis of Virtual and Mannequin-Based Simulation , 2018, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[21]  Jan M. Zottmann,et al.  Representation scaffolds improve diagnostic efficiency in medical students , 2017, Medical education.

[22]  Shailendra Anoopkumar-Dukie,et al.  Appraising the role of the virtual patient for therapeutics health education. , 2017, Currents in pharmacy teaching & learning.

[23]  Susan M. Martinelli,et al.  A systematic review of the effectiveness of flipped classrooms in medical education , 2017, Medical education.

[24]  Sarah J Lewis,et al.  The albatross plot: A novel graphical tool for presenting results of diversely reported studies in a systematic review , 2017, Research synthesis methods.

[25]  Yaohua Gu,et al.  The Effects of vSIM for Nursing™ as a Teaching Strategy on Fundamentals of Nursing Education in Undergraduates , 2017 .

[26]  D. Dinevski,et al.  Problem‐based learning in internal medicine: virtual patients or paper‐based problems? , 2017, Internal medicine journal.

[27]  E. Chiauzzi,et al.  A Randomized Controlled Trial of the Effects of Online Pain Management Education on Primary Care Providers , 2016, Pain medicine.

[28]  Steven J Durning,et al.  The Role for Virtual Patients in the Future of Medical Education. , 2016, Academic medicine : journal of the Association of American Medical Colleges.

[29]  Benjamin Lok,et al.  Using Virtual Patients to Teach Empathy: A Randomized Controlled Study to Enhance Medical Students’ Empathic Communication , 2016, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[30]  Andrzej A. Kononowicz,et al.  Virtual patient simulations for health professional education , 2016, Cochrane Database of Systematic Reviews.

[31]  R. Wahlström,et al.  Dynamics of study strategies and teacher regulation in virtual patient learning activities: a cross sectional survey , 2016, BMC medical education.

[32]  J. Svendsen,et al.  The effect of constructing versus solving virtual patient cases on transfer of learning: a randomized trial , 2016, Perspectives on medical education.

[33]  Benjamin C. Lok,et al.  The Use of Simulation to Teach Suicide Risk Assessment to Health Profession Trainees—Rationale, Methodology, and a Proof of Concept Demonstration with a Virtual Patient , 2015, Academic Psychiatry.

[34]  J. V. van Merrienboer,et al.  An experimental study on the effects of a simulation game on students’ clinical cognitive skills and motivation , 2015, Advances in health sciences education : theory and practice.

[35]  R. Bryant,et al.  Virtual Clinical Simulations in an Online Advanced Health Appraisal Course , 2015 .

[36]  David M Fleiszer,et al.  Twelve tips to support the development of clinical reasoning skills using virtual patient cases , 2015, Medical teacher.

[37]  B. Tönshoff,et al.  Improving Pediatric Basic Life Support Performance Through Blended Learning With Web-Based Virtual Patients: Randomized Controlled Trial , 2015, Journal of medical Internet research.

[38]  Andrzej A. Kononowicz,et al.  Virtual patients - what are we talking about? A framework to classify the meanings of the term in healthcare education , 2015, BMC medical education.

[39]  Ann Harrington,et al.  E-learning & information communication technology (ICT) in nursing education: A review of the literature. , 2014, Nurse education today.

[40]  Sok Ying Liaw,et al.  Comparison of Virtual Patient Simulation With Mannequin-Based Simulation for Improving Clinical Performances in Assessing and Managing Clinical Deterioration: Randomized Controlled Trial , 2014, Journal of medical Internet research.

[41]  Jiming Liu,et al.  Estimating the sample mean and standard deviation from the sample size, median, range and/or interquartile range , 2014, BMC Medical Research Methodology.

[42]  Mogamat Razeen Davids,et al.  Effect of improving the usability of an e-learning resource: a randomized trial. , 2014, Advances in physiology education.

[43]  Sara Al-Dahir,et al.  Online Virtual-Patient Cases Versus Traditional Problem-Based Learning in Advanced Pharmacy Practice Experiences , 2014, American Journal of Pharmaceutical Education.

[44]  K. Byth,et al.  The impact of the Virtual Ophthalmology Clinic on medical students’ learning: a randomised controlled trial , 2013, Eye.

[45]  Huaping Sun,et al.  A Randomized Trial of Two e-Learning Strategies for Teaching Substance Abuse Management Skills to Physicians , 2013, Academic medicine : journal of the Association of American Medical Colleges.

[46]  M. Fischer,et al.  What are effects of a spaced activation of virtual patients in a pediatric course? , 2013, BMC medical education.

[47]  Jie Li,et al.  Comparison of three problem-based learning conditions (real patients, digital and paper) with lecture-based learning in a dermatology course: A prospective randomized study from China , 2013, Medical teacher.

[48]  L. Mckenna,et al.  The effectiveness of simulation activities on the cognitive abilities of undergraduate third-year nursing students: a randomised control trial. , 2012, Journal of clinical nursing.

[49]  Fabrizio Consorti,et al.  Efficacy of virtual patients in medical education: A meta-analysis of randomized studies , 2012, Comput. Educ..

[50]  Norman B Berman,et al.  Adoption of computer‐assisted learning in medical education: the educators’ perspective , 2012, Medical education.

[51]  Marius Veseth,et al.  Negotiating the coresearcher mandate – service users’ experiences of doing collaborative research on mental health , 2012, Disability and rehabilitation.

[52]  Andrzej A. Kononowicz,et al.  Effects of introducing a voluntary virtual patient module to a basic life support with an automated external defibrillator course: a randomised trial , 2012, BMC medical education.

[53]  Matthew D. Timberlake,et al.  Novel educational approach for medical students: improved retention rates using interactive medical software compared with traditional lecture-based format. , 2012, Journal of surgical education.

[54]  Benjamin Lok,et al.  The use of virtual patients in medical school curricula. , 2012, Advances in physiology education.

[55]  T. Dornan,et al.  Experiential learning: AMEE Guide No. 63 , 2012, Medical teacher.

[56]  H. Tao Computer-based simulative training system—a new approach to teaching pre-hospital trauma care , 2011 .

[57]  Joseph A. Watson,et al.  Digital natives and digital media in the college classroom: assignment design and impacts on student learning , 2011 .

[58]  Chara Balasubramaniam,et al.  Virtual patients: A year of change , 2011, Medical teacher.

[59]  I. Lundberg,et al.  Experiencing virtual patients in clinical learning: a phenomenological study , 2011, Advances in health sciences education : theory and practice.

[60]  M. Fischer,et al.  Blended learning in radiology: is self-determined learning really more effective? , 2011, European journal of radiology.

[61]  H. Fineberg,et al.  Health professionals for a new century: transforming education to strengthen health systems in an interdependent world , 2010, The Lancet.

[62]  D. David,et al.  Orbitotemporal neurofibromatosis: clinical presentation, management and long-term outcomes , 2010 .

[63]  D. Cook,et al.  Computerized Virtual Patients in Health Professions Education: A Systematic Review and Meta-Analysis , 2010, Academic medicine : journal of the Association of American Medical Colleges.

[64]  Håkan Hult,et al.  Virtual patient simulation for learning and assessment: Superior results in comparison with regular course exams , 2010, Medical teacher.

[65]  Naveed Saleh,et al.  The Value of Virtual Patients in Medical Education , 2010 .

[66]  J. Boucheix,et al.  Benefits of computer screen‐based simulation in learning cardiac arrest procedures , 2010, Medical education.

[67]  Uno Fors,et al.  Virtual patient simulation: Knowledge gain or knowledge loss? , 2010, Medical teacher.

[68]  Lynn Foster-Johnson,et al.  Integration Strategies for Using Virtual Patients in Clinical Clerkships , 2009, Academic medicine : journal of the Association of American Medical Colleges.

[69]  G. Cherr,et al.  Should all duty hours be the same? Results of a national survey of surgical trainees. , 2009, Journal of the American College of Surgeons.

[70]  J. Ioannidis,et al.  The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration , 2009, Annals of Internal Medicine [serial online].

[71]  D. Cook,et al.  Virtual patients: a critical literature review and proposed next steps , 2009, Medical education.

[72]  Kevin Fung,et al.  Interactive Internet-based cases for undergraduate otolaryngology education , 2009, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[73]  Nigel Crisp,et al.  Training the health workforce: scaling up, saving lives , 2008, The Lancet.

[74]  Subha Ramani,et al.  AMEE Guide no. 34: teaching in the clinical environment , 2008, Medical teacher.

[75]  Uno Fors,et al.  Bmc Medical Education Evaluation of an Interactive Case Simulation System in Dermatology and Venereology for Medical Students , 2022 .

[76]  Amy O. Stevens,et al.  The use of virtual patients to teach medical students history taking and communication skills. , 2006, American journal of surgery.

[77]  Richard E. Clark,et al.  Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching , 2006 .

[78]  M. Lipkin,et al.  A randomized trial of teaching clinical skills using virtual and live standardized patients , 2006, Journal of General Internal Medicine.

[79]  D. Cook The Research We Still Are Not Doing: An Agenda for the Study of Computer-Based Learning , 2005, Academic medicine : journal of the Association of American Medical Colleges.

[80]  G. Norman Research in clinical reasoning: past history and current trends , 2005, Medical education.

[81]  G. Pachev,et al.  Comparison of computer‐assisted instruction (CAI) versus traditional textbook methods for training in abdominal examination (Japanese experience) , 2004, Medical education.

[82]  B. Beagan,et al.  The patient as text: a challenge for problem‐based learning , 2004, Medical education.

[83]  N Mattheos,et al.  Simulation of patient encounters using a virtual patient in periodontology instruction of dental students: design, usability, and learning effect in history-taking skills. , 2004, European journal of dental education : official journal of the Association for Dental Education in Europe.

[84]  Jack C. Y. Cheng,et al.  Fostering Critical Thinking Skills Through a Web-Based Tutorial Programme for Final Year Medical Students— A Randomized Controlled Study , 2003 .

[85]  S. L. Leong,et al.  Integrating Web‐based Computer Cases into a Required Clerkship: Development and Evaluation , 2003, Academic medicine : journal of the Association of American Medical Colleges.

[86]  D. Krathwohl A Revision of Bloom's Taxonomy: An Overview , 2002 .

[87]  Z. Miedzybrodzka,et al.  Teaching undergraduates about familial breast cancer: comparison of a computer assisted learning (CAL) package with a traditional tutorial approach , 2001, European Journal of Human Genetics.

[88]  Christopher Williams,et al.  A randomized, controlled, single‐blind trial of teaching provided by a computer‐based multimedia package versus lecture , 2001, Medical education.

[89]  M. Bearman,et al.  Random comparison of ‘virtual patient’ models in the context of teaching clinical communication skills , 2001, Medical education.

[90]  M R Fischer,et al.  Do computers teach better? A media comparison study for case-based teaching in radiology. , 2001, Radiographics : a review publication of the Radiological Society of North America, Inc.

[91]  H A Schwid,et al.  Screen-Based Anesthesia Simulation With Debriefing Improves Performance in a Mannequin-Based Anesthesia Simulator , 2001, Teaching and learning in medicine.

[92]  W. Vaught,et al.  MedEthEx Online: A Computer-Based Learning Program in Medical Ethics and Communication Skills , 2000, Teaching and learning in medicine.

[93]  H. Schwid,et al.  Use of a computerized advanced cardiac life support simulator improves retention of advanced cardiac life support guidelines better than a textbook review. , 1999, Critical care medicine.

[94]  J. Stam,et al.  [Computer-assisted education in problem-solving in neurology; a randomized educational study]. , 1996, Nederlands tijdschrift voor geneeskunde.

[95]  C P Friedman,et al.  The research we should be doing , 1994, Academic medicine : journal of the Association of American Medical Colleges.

[96]  E. Salas,et al.  Application of cognitive, skill-based, and affective theories of learning outcomes to new methods of training evaluation. , 1993 .

[97]  C P Friedman,et al.  A Randomized Comparison of Alternative Formats for Clinical Simulations , 1989, Medical decision making : an international journal of the Society for Medical Decision Making.

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

[99]  D. Hippe,et al.  Comparative Effectiveness of Hands-on Versus Computer Simulation-Based Training for Contrast Media Reactions and Teamwork Skills. , 2017, Journal of the American College of Radiology : JACR.

[100]  T. Schleyer,et al.  Computers in health care education , 2014 .

[101]  B. Smith,et al.  Cultural Competence Clinic: An Online, Interactive, Simulation for Working Effectively With Arab American Muslim Patients , 2011, Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry.

[102]  Adeline M. Deladisma,et al.  A pilot study to integrate an immersive virtual patient with a breast complaint and breast examination simulator into a surgery clerkship. , 2009, American journal of surgery.

[103]  M. Shariati,et al.  VIRTUAL PATIENTS IN UNDERGRADUATE SURGERY EDUCATION: A RANDOMIZED CONTROLLED STUDY , 2007, ANZ journal of surgery.

[104]  Yukio Kurihara,et al.  Academic Performance and Comparative Effectiveness of Computer- and Textbook-based Self-Instruction , 2004, MedInfo.

[105]  P. Kinney,et al.  The effect of a computer assisted instructional program on physical therapy students. , 1997, Journal of allied health.