ArticleJMIR pediatrics and parenting2021
A Virtual Reality Resident Training Curriculum on Behavioral Health Anticipatory Guidance: Development and Usability Study.
Article in JMIR pediatrics and parenting, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis 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
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 35 citations in OpenAlex.
- Impact of Virtual and Augmented Reality on Quality of Medical Education During the COVID-19 Pandemic: A Systematic Review.Journal of graduate medical education · 2023Pooled it
- Mixed-methods research in medical education: Lessons from a meta-study of methodological practice.Medical education · 2026Review
- An Automated Curriculum to Support Behavioral Health Counseling Among Pediatric Residents: Usability Study.JMIR human factors · 2026Article
- Augmented Reality-Assisted Training Tool for Mental Health Task-Sharers: Pilot Mixed Methods Usability Study.JMIR XR and spatial computing · 2026Article
- Learning Motivational Interviewing in VR: A Feasibility Study Using Self-Reported Measures.Journal of medical extended reality · 2025Article
- Using Intervention Mapping to Develop a Virtual Reality Intervention to Support COVID-19 Vaccination Among Black Families.Journal of medical extended reality · 2025Review
- Comparative Effectiveness of Health Communication Strategies in Nursing: A Mixed Methods Study of Internet, mHealth, and Social Media Versus Traditional Methods.JMIR nursing · 2024Article
- Virtual, augmented, and mixed reality: potential clinical and training applications in pediatrics.Clinical and experimental pediatrics · 2024Article
- Motivational Interviewing Education in North American Family Medicine Clerkships: A CERA Study.Family medicine · 2023Article
- Effectiveness of a Curriculum for Pediatric Residents to Address Adolescent Nonsuicidal Self-Injury.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2023Article
- The Acceptability of Avatar Patients for Teaching and Assessing Pediatric Residents in Communicating Medical Ambiguity.Journal of graduate medical education · 2022Article
- Impact of a Virtual Reality Curriculum on Human Papillomavirus Vaccination: A Pilot Trial.American journal of preventive medicine · 2022Article
- Virtual Reality Applications in Medicine During the COVID-19 Pandemic: Systematic Review.JMIR serious games · 2022Review
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBehavioral health disorders have steadily increased and been exacerbated by the COVID-19 pandemic. Though behavioral health disorders can be successfully mitigated with early implementation of evidence-based parent management strategies, education for pediatric residents on behavioral health anticipatory guidance has been limited to date, with training challenges compounded by the physical distancing requirements of the COVID-19 pandemic. Virtual reality (VR) simulations provide an opportunity to train residents on this complex competency by allowing deliberate practice of necessary skills while adhering to current social distancing guidelines.
objectiveThis study explored the usability of a VR-based behavioral health anticipatory guidance curriculum for pediatric residents.
methodsThis mixed methods study included 14 postgraduate third-year pediatric residents who completed the behavioral health anticipatory guidance VR curriculum. Residents completed the MEC Spatial Presence Questionnaire to assess immersion in the virtual environment. Semistructured interviews were used to elucidate residents' perspectives on the curriculum's content and format. The interviews were analyzed using conventional content analysis.
resultsQuantitatively, residents reported a high degree of immersion, spatial presence, and cognitive involvement. Most residents (11/14, 79%) agreed or strongly agreed that it seemed as though they took part in the action of the simulation. Qualitatively, two themes emerged from the data: (1) the curriculum expands behavioral health anticipatory guidance and motivational interviewing knowledge and skills and (2) VR technology is uniquely positioned to develop competence. These themes revealed that the curriculum expanded their current level of knowledge and skill, addressed training gaps, and was applicable to all residents. Additionally, residents experienced VR as immersive, feasible, realistic to the clinic setting, and a safe space to practice and learn new skills.
conclusionsPilot data indicates that VR may be an effective tool to teach pediatric residents behavioral health anticipatory guidance, meeting a current gap in medical education training. This VR curriculum is particularly relevant in the context of the COVID-19 pandemic given the increased behavioral health concerns of families.
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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.