ArticleHeliyon2019
Feasibility of an augmented reality cardiopulmonary resuscitation training system for health care providers.
Article in Heliyon, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 2 of them syntheses that pooled it.
What it found
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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.
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Who cites it
38 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The effectiveness and perceived value of feedback used in cardiac arrest simulation education: a mixed-method systematic review.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025Pooled it
- The use of deliberate practice in simulation-based surgical training for laparoscopic surgery - a systematic review.BMC medical education · 2025Pooled it
- Nurses' Knowledge and Skills After Use of an Augmented Reality App for Advanced Cardiac Life Support Training: Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Augmented reality for teaching undergraduate human anatomy: An educators' perspective.Anatomical sciences education · 2026Article
- Application of head-mounted display-based augmented and mixed reality in nursing education: a scoping review.BMC nursing · 2025Article
- Extended reality in cardiovascular care: a systematic review.European heart journal. Digital health · 2025Review
- A scoping review of the applications of augmented reality in nursing.BMC nursing · 2025Article
- Extended reality technologies in adult basic life support education: A scoping review.Resuscitation plus · 2025Review
- Effectiveness of Virtual and Augmented Reality for Emergency Healthcare Training: A Randomized Controlled Trial.Healthcare (Basel, Switzerland) · 2025Article
- Mixed Reality in Undergraduate Nursing Education: A Systematic Review and Meta-Analysis of Benefits and Challenges.Nursing reports (Pavia, Italy) · 2025Review
- Virtual, augmented, and mixed reality: potential clinical and training applications in pediatrics.Clinical and experimental pediatrics · 2024Article
- Augmented Reality for extremity hemorrhage training: a usability study.Frontiers in digital health · 2024Article
- Enhancing post-training evaluation of annual performance agreement training: A fusion of fsQCA and artificial neural network approach.PloS one · 2024Article
- Evolution in Congenital Cardiology Education: The Rise of Digital-Learning Tools.CJC pediatric and congenital heart disease · 2023Review
- A Novel Scenario-Based, Mixed-Reality Platform for Training Nontechnical Skills of Battlefield First Aid: Prospective Interventional Study.JMIR serious games · 2022Article
- Harnessing power of simulation training effectiveness with Kirkpatrick model in emergency surgical airway procedures.Heliyon · 2022Article
- Readiness of Bystander Cardiopulmonary Resuscitation (BCPR) during the COVID-19 Pandemic: A Review.International journal of environmental research and public health · 2022Review
- The use of mixed reality technology for the objective assessment of clinical skills: a validation study.BMC medical education · 2022Article
- Effectiveness of Using Augmented Reality for Training in the Medical Professions: Meta-analysis.JMIR serious games · 2022Article
- Comparison of Augmented Reality-assisted and Instructor-assisted Cardiopulmonary Resuscitation: A Simulated Randomized Controlled Pilot Trial.Clinical simulation in nursing · 2022Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aim of the studyAugmented reality (AR) has the potential to offer a novel approach to CPR training that supplements conventional training methods with gamification and a more interactive learning experience. This is done through computer-generated imagery superimposed on users' view of the real environment to simulate interactive training scenarios. We sought to test the feasibility of an AR CPR training system (CPReality) for health care providers (HCPs).
methodsIn this feasibility trial, a CPR training manikin was integrated with a commercial AR device (Microsoft HoloLens) to provide participants with real-time audio-visual feedback via a holographic overlay of blood flow to vital organs dependent on CC quality. In this system, higher quality CC visually improved virtual blood circulation. HCPs performed a 2-minute cycle of hands-only CPR using only the AR system, and CC parameters were recorded. Descriptive data on participants' demographics, CC quality, and satisfaction with the training environment were reported using quantitative and qualitative analysis.
resultsBetween 10/2018-11/2018, we enrolled a convenience sample of 51 HCPs. The median age of participants was 31 years (IQR 27-41), 71% (36/51) were female, and 67% (34/51) were registered nurses. CC rates (mean 126 ± 12.9 cpm), depths (median 53 mm, IQR 46-58), and percent with complete recoil (median 80%, IQR 12-100) were consistent with guideline recommendations for good quality CPR. Participants were predominantly satisfied with the system, with 82% perceiving the experience as realistic, 98% recognizing the visualizations as helpful for training, and 94% willing to use the application in future CPR training.
conclusionsAs AR is increasingly applied in the healthcare setting, integration in CPR training offers a novel and promising educational approach. In this convenience sample of trained HCPs, high quality CC delivery was feasible using the AR CPR training system which was received favorably by most participants.
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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.