ArticleSystematic reviews2023
Reviewing the current state of virtual reality integration in medical education - a scoping review protocol.
Article in Systematic reviews, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.
What it found
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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
22 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Effectiveness of virtual reality disaster education on the performance of nursing students: a systematic review and meta-analysis.BMC medical education · 2026Pooled it
- Telementoring for surgical training in low-resource settings: a systematic review of current systems and the emerging role of 5G, AI, and XR.Journal of robotic surgery · 2025Pooled it
- Digital and immersive approaches to anatomy education: a pilot comparative study of CI, VR, and hybrid learning in implant planning.BMC medical education · 2026Trial
- Analysis of stress responses in medical students during simulated pericardiocentesis training using virtual reality and 3D-printed mannequin.Scientific reports · 2025Trial
- Article
- Immersive virtual reality for teaching hemoglobin structure in preclinical medical biochemistry education: a mixed-methods study of student self-reported perceptions.BMC medical education · 2026Article
- Article
- Development and validation of virtual patients for assessing history taking and communication skills among medical students.BMC medical education · 2026Article
- Different Delivery Modalities of Virtual Reality Training in Emergency Medicine: Systematic Review.JMIR XR and spatial computing · 2026Review
- Transforming thyroid disease education: AI and virtual technologies in residency training.Frontiers in endocrinology · 2026Review
- Artificial Intelligence and Extended Reality in the Training of Vascular Surgeons: A Narrative Review.Medical sciences (Basel, Switzerland) · 2025Review
- From the lecture hall to the cloud: Theoretical foundations for engaging virtual and hybrid didactics in emergency medicine.AEM education and training · 2025Article
- Using virtual patients to enhance empathy in medical students: a scoping review protocol.Systematic reviews · 2025Article
- Article
- Advancing education in interventional psychiatry: scoping review of simulation training and the future of virtual reality-based learning.Frontiers in psychiatry · 2025Review
- Current use of virtual reality in medical education in Germany, Austria, and Switzerland: Results of an online survey among medical faculties.GMS journal for medical education · 2025Article
- Student ultrasound education, current view and controversies. Role of Artificial Intelligence, Virtual Reality and telemedicine.The ultrasound journal · 2024Review
- Revolutionizing medical education: Surgery takes the lead in virtual reality research.Surgery open science · 2024Article
- Reviewing the current state of virtual reality integration in medical education - a scoping review.BMC medical education · 2024Article
- In Silico Approaches to Polyherbal Synergy: Protocol for a Scoping Review.JMIR research protocols · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDue to an increasing focus of medical curricula on clinical decision-making skills, new learning tools are constantly developed. Virtual reality (VR) is one of the emerging technologies with the potential to improve health professionals' education. Highly realistic learning experiences with repeatable training scenarios can be created within a protected environment that is independent from real patients' presence. Our project "medical tr.AI.ning" is following this approach aiming to simulate immersive virtual first-person scenarios with intelligent, interactable virtual patients. So far, VR has been mainly used in surgical training, but there is evidence for effectiveness in training different procedural skills, such as cardiopulmonary resuscitation, knowledge acquisition, and improvement of reasoning and creativity, while still being cost-effective. The objective of this scoping review is to explore the usage and identify key areas of VR applications in the field of medical education. Furthermore, the corresponding requirements, evaluation methods and outcomes, advantages, and disadvantages will be covered.
methodsThis scoping review protocol implements the updated JBI Scoping Review Methodology. In March 2022, a preliminary literature research in PubMed was performed by two independent reviewers to refine search terms and strategy as well as inclusion criteria of the protocol, accounting for actuality and scientific relevance. The final search will be conducted using PubMed, ScienceDirect, Cochrane Library, Web of Science Core Collection, and JBI Evidence Synthesis. Search, study screening, and data extraction will be done in parallel and independently by two reviewers. Discrepancies will be handled by consensus or consulting a third review author. DISCUSSION: With this scoping review, we anticipate collating the range of application of VR in medical education while using a transparent and reproducible search strategy. This may contribute to the design and development of novel educational VR platforms and their integration into medical curricula while pointing out previous omissions and pitfalls.
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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.