ReviewMedical education online2021
Augmented reality in medical education: students' experiences and learning outcomes.
Review in Medical education online, 2021. 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 84 papers, 8 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.
Effectiveness of Augmented Reality-Based Education on Public Knowledge, Attitudes, Behaviors, and Acceptance of Hospital Fire Safety
Who cites it
84 citing papers in PubMed, 8 syntheses or guidelines pooled it, 295 citations in OpenAlex.
- The effectiveness of augmented reality/mixed reality in medical education: a meta-analysis.BMC medical education · 2025Pooled it
- Effectiveness of Mixed Reality in Oral Surgery Training: A Systematic Review.Sensors (Basel, Switzerland) · 2025Pooled it
- Augmented reality for basic skills training in laparoscopic surgery: a systematic review and meta-analysis.Surgical endoscopy · 2025Pooled it
- Mixed Reality in Clinical Settings for Pediatric Patients and Their Families: A Literature Review.International journal of environmental research and public health · 2024Pooled it
- Reflecting on gamified learning in medical education: a systematic literature review grounded in the Structure of Observed Learning Outcomes (SOLO) taxonomy 2012-2022.BMC medical education · 2024Pooled it
- Virtual reality and augmented reality in medical education: an umbrella review.Frontiers in digital health · 2024Pooled it
- Virtual and augmented reality in biomedical engineering.Biomedical engineering online · 2023Pooled it
- Augmented reality in interventional radiology education: a systematic review of randomized controlled trials.Sao Paulo medical journal = Revista paulista de medicinaPooled it
- Augmented Reality-Based Training for a Rapid Blood Transfusion Device Among Emergency Nurses: Randomized Controlled Trial.JMIR medical education · 2026Trial
- Glitches to growth: Lessons learned from developing and testing an augmented reality smartphone app for substance use treatment.Experimental and clinical psychopharmacology · 2026Trial
- Reflections on augmented reality codes for teaching fundamental defensive techniques to boxing beginners.PloS one · 2024Trial
- Learning how to perform ultrasound-guided interventions with and without augmented reality visualization: a randomized study.European radiology · 2023Trial
- Unravelling dynamic trajectories of epistemic emotions in a technology-enhanced problem-solving task: A multimodal data approach.The British journal of educational psychology · 2026Article
- Rethinking Basic Science Teaching in Medical Education: A Viewpoint on Its Past, Present, and Future.Interactive journal of medical research · 2026Article
- Medical students' perceptions of learning modalities: development and psychometric validation of the e-learning and face-to-face learning experience questionnaire.Scientific reports · 2026Article
- Perspectives of Premedical Students at a Medical University College in Malaysia Regarding Augmented Reality Integration in Anatomy Education: Cross-Sectional Study.JMIR medical education · 2026Article
- Montessori Principles in Medical Education: Training Innovative and Compassionate Physicians.Medical science educator · 2026Article
- Efficacy of an Imaging Anatomy Virtual Simulation Experiment Course in Undergraduate Medical Education: Nonrandomized Controlled Trial.JMIR medical education · 2026Article
- Comparing Mixed Reality and Two-Dimensional Imaging in Mandibular Fracture Classification: A Prospective Randomized Study in Medical and Dental Students.Journal of clinical medicine · 2026Article
- Digital escape rooms in medical education: Lessons learned from design and pilot implementation.BMC medical education · 2026Article
24 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
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Augmented reality (AR) is a relatively new technology that allows for digitally generated three-dimensional representations to be integrated with real environmental stimuli. AR can make use of smart phones, tablets, or other devices to achieve a highly stimulating learning environment and hands-on immersive experience. The use of AR in industry is becoming widespread with applications being developed for use not just for entertainment and gaming but also healthcare, retail and marketing, education, military, travel and tourism, automotive industry, manufacturing, architecture, and engineering. Due to the distinct learning advantages that AR offers, such as remote learning and interactive simulations, AR-based teaching programs are also increasingly being adopted within medical schools across the world. These advantages are further highlighted by the current COVID-19 pandemic, which has caused an even greater shift towards online learning. In this review, we investigate the use of AR in medical training/education and its effect on students' experiences and learning outcomes. This includes the main goals of AR-based learning, such as to simplify the delivery and enhance the comprehension of complex information. We also describe how AR can enhance the experiences of medical students, by improving knowledge and understanding, practical skills and social skills. These concepts are discussed within the context of specific AR medical training programs, such as HoloHuman, OculAR SIM, and HoloPatient. Finally, we discuss the challenges of AR in learning and teaching and propose future directions for the use of this technology in medical education.
Indexed as
Identifiers
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.