ArticleBMC medical education2018
The virtual patient as a learning tool: a mixed quantitative qualitative study.
Article in BMC medical education, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 5 of them syntheses that pooled it.
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Who cites it
44 citing papers in PubMed, 5 syntheses or guidelines pooled it, 133 citations in OpenAlex.
- Virtual patients in medical education: a bibliometric analysis based on the wos core collection and scopus databases.Frontiers in medicine · 2026Pooled it
- A systematic review of the impact of simulation on students' confidence in performing clinical pharmacy activities.International journal of clinical pharmacy · 2024Pooled it
- Critical thinking pedagogical practices in medical education: a systematic review.Frontiers in medicine · 2024Pooled it
- The effectiveness of using virtual patient educational tools to improve medical students' clinical reasoning skills: a systematic review.BMC medical education · 2022Pooled it
- The Effectiveness of Artificial Intelligence Conversational Agents in Health Care: Systematic Review.Journal of medical Internet research · 2020Pooled it
- The effect of AI-enabled virtual patient simulation on training outcomes and insecurities in psychotherapy education.BMC medical education · 2026Trial
- Development and preliminary evaluation of a virtual standardized patient system for psychiatric interview training.BMC psychiatry · 2026Trial
- Online patient simulation training to improve clinical reasoning: a feasibility randomised controlled trial.BMC medical education · 2020Trial
- Finding the right words: preparing medical students for communication on the wish for hastened death - medical students' perceptions of drama-based and online communication training.BMC medical education · 2026Article
- Virtual patients and learning communication skills at "double speed": a qualitative study using the TPACK framework.Advances in simulation (London, England) · 2026Article
- Evaluation of the performance of ChatGPT-4 and ChatGPT-4o as a learning tool in endodontics.International endodontic journal · 2026Article
- A virtual patient-based training program to enhance clinical decision-making competencies in general practice residents: mixed-methods study.BMC medical education · 2026Article
- Enhancing history-taking education through GPT-4-based virtual patients and automated assessment: a study of medical student perceptions.Korean journal of medical education · 2026Article
- Virtual vs. standardized patients - a preliminary comparison of advantages and disadvantages of a VR and a conventional learning unit for medical students in child and adolescent psychiatry.BMC medical education · 2026Article
- Virtual Patients from the Learner's Perspective: A Convergent Parallel Mixed Method Study Utilizing Evaluation of Technology-enhanced Learning Materials.Acta medica Philippina · 2026Article
- Article
- Virtual patient simulation to enhance medical students' clinical communication and decision-making skills: a pilot study.BMC medical education · 2025Article
- Using AI-Based Virtual Simulated Patients for Training in Psychopathological Interviewing: Cross-Sectional Observational Study.JMIR medical education · 2025Observational
- Comparison of ChatGPT-4o and expert evaluation in endodontic education: a cross-sectional pilot study.BMC medical education · 2025Article
- Embracing the Future of Medical Education With Large Language Model-Based Virtual Patients: Scoping Review.Journal of medical Internet research · 2025Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe use of simulation in medical education has been widely accepted. There are different types of medical simulators that vary in both accuracy to emulate the real world (fidelity) and cost of development or acquisition. There is significant evidence that supports the use of high-fidelity simulators (i.e. mannequins or dummies) to prepare students for clinical environments, less attention has been given to low-fidelity simulators. This article aims to present evidence regarding the effectiveness of a low-fidelity simulator: Virtual Patient (VP), which develops several interactive computer-based clinical scenarios, seeking to promote an alternative learning environment and the development of necessary medical skills such as clinical reasoning in students of medicine.
methodsA quasi-experimental study was designed to investigate the results on the development of history taking and clinical reasoning skills in a group of undergraduate medical students, in a course devised under the concepts of constructivism in education, which used the Virtual Patient as the fundamental teaching tool. Results were measured through a mixed, quantitative and qualitative study, triangulating the results of the students' skills evaluation when facing a clinical case represented by an actor patient before and after the course. Additionally, the description of the students' and tool's performance was measured by way of a qualitative study.
resultsThe comparison of the students' skills on the evaluation matrix before-and-after the course evidenced a statistically significant advance (p < 0.01) in all aspects (interview, physical exam, clinical judgment, relevance of medical exams, and presentation of case). Students described the VP as an easy-to-use and motivating tool for learning without stress, especially at the beginning of their career. VP allowed them to create logical and structured processes, to be wrong without consequences, and to review and reassess information available. From the professor perspective, it allowed a better follow-up of the students' learning process and favored reflections on the teaching-learning process.
conclusionsVP proved to be a valuable and useful tool for the development of clinical reasoning and history taking skills in medical students, as part of a constructivist learning course.
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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.