SynthesisInternational journal of medical education2020
Augmented reality and mixed reality for healthcare education beyond surgery: an integrative review.
Synthesis in International journal of medical education, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07732959 (Effectiveness of Augmented Reality-Based Education on Public Knowledge, Attitudes, Behaviors, and Acceptance of Hospital Fire Safety), which is not on this map. Cited by 64 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.
Effectiveness of Augmented Reality-Based Education on Public Knowledge, Attitudes, Behaviors, and Acceptance of Hospital Fire Safety
Who cites it
64 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Mixed Reality in Nursing Practice: A Mixed Methods Systematic Review.Journal of clinical nursing · 2025Pooled it
- Machine Learning, Deep Learning, and Mathematical Models to Analyze Forecasting and Epidemiology of COVID-19: A Systematic Literature Review.International journal of environmental research and public health · 2022Pooled it
- Application of Mixed Reality for Ophthalmic Clinical Skills and Diagnosis: Prospective Study.JMIR medical education · 2026Trial
- Delivering remote procedural training on peripheral intravenous cannulation to medical students using the Microsoft Hololens 2: a mixed-methods evaluation.BMC medical education · 2026Trial
- Pediatric Chest Compression Improvement Via Augmented Reality Cardiopulmonary Resuscitation Feedback in Community General Emergency Departments: A Mixed-Methods Simulation-Based Pilot Study.The Journal of emergency medicine · 2023Trial
- Virtual simulation in nursing education: a scoping review.BMC nursing · 2026Article
- Top 5 Advances in Global Education in Surgery Over the Last 50 Years.World journal of surgery · 2026Review
- Benefit of mixed reality assistance on CT-based ear anatomy spatial recognition: a preliminary study.BMC medical education · 2026Article
- Using head-mounted augmented and virtual reality devices for anaesthesia education: a scoping review.BJA open · 2026Review
- Learning components for mixed reality mass casualty incident training: a modified Delphi study.BMC medical education · 2026Article
- Article
- Advancements in 3D modeling technologies for congenital heart disease: integrating 3D printing, virtual reality, and holograms.Pediatric radiology · 2026Review
- Advancing cardio-obstetric care through digital health technologies: A narrative review.ESC heart failure · 2025Review
- Performance and Perceptions of Health Care Professionals Using an Immersive Virtual Reality Tool for Home Care Training: Observational Feasibility and Acceptability Study.JMIR serious games · 2025Article
- Advancing Precision in Shoulder Arthroplasty: Patient-Specific Instrumentation, Navigation, and Emerging Technologies.Clinics in orthopedic surgery · 2025Review
- Augmented Reality in Health Education: Transforming Nursing, Healthcare, and Medical Education and Training.Nursing reports (Pavia, Italy) · 2025Review
- Toward structured abdominal examination training using augmented reality.International journal of computer assisted radiology and surgery · 2025Article
- Current Clinical and Educational Uses of Immersive Reality in Anesthesia: Narrative Review.Journal of medical Internet research · 2025Review
- Extended Reality-A Narrative Review of Current State and Best Use in Health Care Simulation.Journal of medical extended reality · 2025Review
- Learning selection-based augmented reality interactions across different training modalities: uncovering sex-specific neural strategies.Frontiers in neuroergonomics · 2025Article
4 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis study aimed to review and synthesize the current research and state of augmented reality (AR), mixed reality (MR) and the applications developed for healthcare education beyond surgery.
methodsAn integrative review was conducted on all relevant material, drawing on different data sources, including the databases of PubMed, PsycINFO, and ERIC from January 2013 till September 2018. Inductive content analysis and qualitative synthesis were performed. Additionally, the quality of the studies was assessed with different structured tools.
resultsTwenty-six studies were included. Studies based on both AR and MR involved established applications in 27% of all cases (n=6), the rest being prototypes. The most frequently studied subjects were related to anatomy and anesthesia (n=13). All studies showed several healthcare educational benefits of AR and MR, significantly outperforming traditional learning approaches in 11 studies examining various outcomes. Studies had a low-to-medium quality overall with a MERSQI mean of 12.26 (SD=2.63), while the single qualitative study had high quality.
conclusionsThis review suggests the progress of learning approaches based on AR and MR for various medical subjects while moving the research base away from feasibility studies on prototypes. Yet, lacking validity of study conclusions, heterogeneity of research designs and widely varied reporting challenges transferability of the findings in the studies included in the review. Future studies should examine suitable research designs and instructional objectives achievable by AR and MR-based applications to strengthen the evidence base, making it relevant for medical educators and institutions to apply the technologies.
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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.