SynthesisJournal of medical Internet research2024
Effects of Immersive Technology-Based Education for Undergraduate Nursing Students: Systematic Review and Meta-Analysis Using the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) Approach.
Synthesis in Journal of medical Internet research, 2024. 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.
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Who cites it
22 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Current landscape and research gaps in artificial intelligence for ophthalmic nursing: a scoping review.Frontiers in medicine · 2026Pooled it
- Using Virtual Reality to Enhance Surgical Skills and Engagement in Orthopedic Education: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Augmented Reality-Based Training for a Rapid Blood Transfusion Device Among Emergency Nurses: Randomized Controlled Trial.JMIR medical education · 2026Trial
- Preparing Nursing Students for Obstetric Emergencies: Effects of High-Fidelity Simulation on Knowledge, Confidence and Learning.Nursing reports (Pavia, Italy) · 2026Article
- Exploring Nursing Students' Experiences in a Brief Virtual Reality-Enhanced Workshop: Cross-Sectional Exploratory Study.JMIR nursing · 2026Article
- Artificial intelligence self-efficacy and attitudes among nursing students: a multicenter network analysis of educational stratification.BMC medical education · 2026Article
- Evaluating the effectiveness of disaster nursing programs based on Bloom's taxonomy: a meta-analysis.BMC nursing · 2026Article
- The effect of mindfulness-based intervention on depression in family caregivers of dementia patients: a meta-analysis and GRADE evaluation.Frontiers in psychology · 2026Review
- Reframing the Kirkpatrick model for evaluating humanistic care training in nursing: a context-sensitive integrative perspective.Frontiers in public health · 2026Article
- From immersion to burnout: anxiety mechanisms and pathways to motivational exhaustion in gamified health education.Frontiers in public health · 2026Article
- The impact of simulated clinical immersion on nursing students' preparedness for end-of-life care in older adults.BMC nursing · 2025Article
- Effect of a virtual reality simulator for preclinical instruction of operative dentistry on level of competence of undergraduate dental students.BMC medical education · 2025Article
- HoloPatient-based simulation education to improve nursing students' learning motivation and attitude: a mixed methods study.BMC medical education · 2025Article
- Application of augmented reality technology for obstetrics and gynecology teaching among undergraduates.BMC medical education · 2025Article
- The effectiveness of VR-based human anatomy simulation training for undergraduate medical students.BMC medical education · 2025Article
- Pilot Randomized Controlled Study on the Effectiveness of a Virtual Reality-Based Dementia Prevention Program Using Self-Regulated Learning Strategies Among Older Adults with Mild Cognitive Impairment.Healthcare (Basel, Switzerland) · 2025Article
- Review
- Mixed Reality in Undergraduate Nursing Education: A Systematic Review and Meta-Analysis of Benefits and Challenges.Nursing reports (Pavia, Italy) · 2025Review
- Virtual Reality Simulation for Undergraduate Nursing Students for Care of Patients With Infectious Diseases: Mixed Methods Study.JMIR medical education · 2025Article
- Application of Mixed Reality Technology in Medical Student Education: A Scoping Review.Journal of multidisciplinary healthcare · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe adoption of immersive technology in simulation-based nursing education has grown significantly, offering a solution to resource limitations and enabling safe access to clinical environments. Despite its advantages, there are still diverse reports regarding the effectiveness of immersive technology. It is crucial to verify the effectiveness of immersive technology in nursing education to inform future educational programs.
objectiveThis systematic review aimed to identify the contents of immersive technology-based education for undergraduate nursing students and evaluate the effectiveness of immersive technology compared to traditional teaching methods.
methodsA literature search was performed using 4 databases: PubMed, CINAHL, Embase, and Web of Science; the latest search was completed on January 19, 2023. The inclusion criteria were as follows: participants were undergraduate nursing students; studies were published in Korean or English; designs included randomized controlled trials (RCTs) or nonrandomized studies; and interventions involved virtual reality (VR), augmented reality (AR), mixed reality, or extended reality. Quality assessment was conducted using Cochrane Risk-of-Bias Tool version 2 for RCTs and the Risk-of-Bias Assessment Tool for Nonrandomized Studies. The main outcomes of the included studies were classified according to the New World Kirkpatrick Model (NWKM), ranging from level 1 (reaction) to level 4 (results). Meta-analysis was conducted using RevMan 5.4 software, and subgroup analysis was conducted due to heterogeneity of the results of the meta-analysis. The Grading of Recommendations, Assessment, Development, and Evaluation approach was adopted for assessing certainty and synthesizing results of the relevant literature.
resultsA total of 23 studies were included, with participant numbers ranging from 33 to 289. Of these, 19 (82.6%) studies adopted VR to simulate various nursing scenarios, including disaster training, resuscitation, health assessments, and home health care; 4 (17.4%) studies used AR technologies; and 15 (65.2%) studies involved virtual patients in their scenarios. Based on the NWKM, the main outcome variables were classified as level 1 (usability and satisfaction), level 2 (knowledge, motivation, confidence, performance, attitude, and self-efficacy), and level 3 (clinical reasoning); level 4 outcomes were not found in the selected studies. Results of the subgroup analysis showed that immersive technology-based nursing education is more effective than traditional education in knowledge attainment (standard mean difference [SMD]=0.59, 95% CI 0.28-0.90, P<.001, I
conclusionsThese findings support the effectiveness of immersive technology-based education for undergraduate nursing students, despite heterogeneity in methods and interventions. We suggest that long-term cohort studies be conducted to evaluate the effects of immersive technology-based nursing education on NWKM level 4.
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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.