SynthesisJournal of medical Internet research2019
Virtual Patient Simulations in Health Professions Education: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.
Synthesis in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 211 papers, 16 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
211 citing papers in PubMed, 16 syntheses or guidelines pooled it.
- GenAI-Supported Virtual Patients in Health Care Education: Systematic Review.Journal of medical Internet research · 2026Pooled it
- Simulated learning interventions to improve communication and practice with deaf and hard of hearing patients: a systematic review and qualitative synthesis.Advances in health sciences education : theory and practice · 2026Pooled it
- Virtual patients in medical education: a bibliometric analysis based on the wos core collection and scopus databases.Frontiers in medicine · 2026Pooled it
- Mapping artificial intelligence in problem-based and case-based medical education: a bibliometric analysis (2019-2026).Frontiers in medicine · 2026Pooled it
- Cultural competency education for healthcare professionals: an umbrella review.BMC medical education · 2025Pooled it
- Effectiveness of education and training programmes to help clinicians assess and classify perineal tears: a systematic review.BMJ open · 2025Pooled it
- Use of Technology to Support Health Care Providers Delivering Care in Low- and Lower-Middle-Income Countries: Systematic Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Effectiveness of Virtual Simulations Versus Mannequins and Real Persons in Medical and Nursing Education: Meta-Analysis and Trial Sequential Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2024Pooled it
- Spaced Digital Education for Health Professionals: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Integrating virtual patients into undergraduate health professions curricula: a framework synthesis of stakeholders' opinions based on a systematic literature review.BMC medical education · 2024Pooled it
- Virtual patients in undergraduate psychiatry education: a systematic review and synthesis.Advances in health sciences education : theory and practice · 2024Pooled it
- Effects of Medical Education Program Using Virtual Reality: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2023Pooled it
- The effectiveness of using virtual patient educational tools to improve medical students' clinical reasoning skills: a systematic review.BMC medical education · 2022Pooled it
- Application of digital education in undergraduate nursing and medical interns during the COVID-19 pandemic: A systematic review.Nurse education today · 2022Pooled it
- Publication activities relating to digital teaching and learning in the GMS Journal for Medical Education - a descriptive analysis (1984-2020).GMS journal for medical education · 2022Pooled it
- Blended Learning Compared to Traditional Learning in Medical Education: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2020Pooled it
- Linear virtual patients versus student role-plays in teaching patient-centeredness: a mixed-method study.International journal of medical education · 2026Trial
- Integrating virtual patient-based learning into temporomandibular disorder education improves educational and behavioral outcomes.BMC medical education · 2026Trial
- Utilizing generative artificial intelligence to create simulated patient for history taking in gynecology.BMC medical education · 2026Trial
- Remote Augmented Reality Versus Traditional Simulation for Team Leader Assessment in a Cardiac Arrest Scenario: Noninferiority Randomized Controlled Trial.JMIR medical education · 2026Trial
151 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundVirtual 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.
objectiveThe 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.
methodsWe 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.
resultsA 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, I
conclusionsLow 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.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.