ArticleJMIR research protocols2022
Development and Application of a Metaverse-Based Social Skills Training Program for Children With Autism Spectrum Disorder to Improve Social Interaction: Protocol for a Randomized Controlled Trial.
Article in JMIR research protocols, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers, 1 of them a synthesis that pooled it.
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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.
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 95 citations in OpenAlex.
- Analyzing metaverse-based digital therapies, their effectiveness, and potential risks in mental healthcare.Scientific reports · 2025Pooled it
- Aquatic Interventions to Improve Motor and Social Functioning in Children with ASD: A Systematic Review.Review journal of autism and developmental disorders · 2026Review
- Wearable Sensors for Ensuring Sports Safety in Children with Autism Spectrum Disorder: A Comprehensive Review.Sensors (Basel, Switzerland) · 2025Review
- Deep transfer learning and explainable AI framework for autism spectrum disorder detection across multiple datasets.Frontiers in neurology · 2025Article
- Article
- Metaverse in Mental Health: The Beginning of a Long History.Current psychiatry reports · 2024Review
- Utility of a virtual small group cognitive behaviour program for autistic children during the pandemic: evidence from a community-based implementation study.BMC health services research · 2024Article
- The Potential and Challenges of Virtual Reality as an Adjunctive Treatment of Depression Patients.Advances in experimental medicine and biology · 2024Review
- Exploring the application of AI in the education of children with autism: a public health perspective.Frontiers in psychiatry · 2024Article
- Investigating Sex-Based Neural Differences in Autism and Their Extended Reality Intervention Implications.Brain sciences · 2023Review
- Emergence of the Metaverse and Psychiatric Concerns in Children and Adolescents.Journal of the Korean Academy of Child and Adolescent Psychiatry · 2023Article
- Metaverse-based social skills training programme for children with autism spectrum disorder to improve social interaction ability: an open-label, single-centre, randomised controlled pilot trial.EClinicalMedicine · 2023Article
- Review
- Application of Metaverse Service to Healthcare Industry: A Strategic Perspective.International journal of environmental research and public health · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAutism spectrum disorder (ASD) is characterized by abnormalities in social communication and limited and repetitive behavioral patterns. Children with ASD who lack social communication skills will eventually not interact with others and will lack peer relationships when compared to ordinary people. Thus, it is necessary to develop a program to improve social communication abilities using digital technology in people with ASD.
objectiveWe intend to develop and apply a metaverse-based child social skills training program aimed at improving the social interaction abilities of children with ASD aged 7-12 years. We plan to compare and analyze the biometric information collected through wearable devices when applying the metaverse-based social skills training program to evaluate emotional changes in children with ASD in stressful situations.
methodsThis parallel randomized controlled study will be conducted on children aged 7-12 years diagnosed with ASD. A metaverse-based social skills training program using digital technology will be administered to children who voluntarily wish to participate in the research with consent from their legal guardians. The treatment group will participate in the metaverse-based social skills training program developed by this research team once a week for 60 minutes per session for 4 weeks. The control group will not intervene during the experiment. The treatment group will use wearable devices during the experiment to collect real-time biometric information.
resultsThe study is expected to recruit and enroll participants in March 2022. After registering the participants, the study will be conducted from March 2022 to May 2022. This research will be jointly conducted by Yonsei University and Dobrain Co Ltd. Children participating in the program will use the internet-based platform.
conclusionsThe metaverse-based Program for the Education and Enrichment of Relational Skills (PEERS) will be effective in improving the social skills of children with ASD, similar to the offline PEERS program. The metaverse-based PEERS program offers excellent accessibility and is inexpensive because it can be administered at home; thus, it is expected to be effective in many children with ASD. If a method can be applied to detect children's emotional changes early using biometric information collected through wearable devices, then emotional changes such as anxiety and anger can be alleviated in advance, thus reducing issues in children with ASD.
trial registrationClinical Research Information Service KCT0006859; https://tinyurl.com/4r3k7cmj. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/35960.
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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.