ArticleJMIR mental health2018
Improvement of Attention-Deficit/Hyperactivity Disorder Symptoms in School-Aged Children, Adolescents, and Young Adults With Autism via a Digital Smartglasses-Based Socioemotional Coaching Aid: Short-Term, Uncontrolled Pilot Study.
Article in JMIR mental health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 5 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 5 syntheses or guidelines pooled it, 64 citations in OpenAlex.
- Digital Horizons: Enhancing Autism Support with Augmented Reality.Journal of autism and developmental disorders · 2026Pooled it
- XR-integrated brain-computer interfaces for augmentative and alternative communication: a systematic review.Frontiers in human neuroscience · 2026Pooled 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
- Effectiveness of Virtual/Augmented Reality-Based Therapeutic Interventions on Individuals With Autism Spectrum Disorder: A Comprehensive Meta-Analysis.Frontiers in psychiatry · 2021Pooled it
- Computer vision in autism spectrum disorder research: a systematic review of published studies from 2009 to 2019.Translational psychiatry · 2020Pooled it
- Effects of a Nonwearable Digital Therapeutic Intervention on Preschoolers With Autism Spectrum Disorder in China: Open-Label Randomized Controlled Trial.Journal of medical Internet research · 2023Trial
- Wearable Technologies for Clinical Assessment and Monitoring in Pediatric Neurodevelopmental Disorders : A Narrative Review.Journal of Korean Neurosurgical Society · 2026Article
- Virtual, augmented, and mixed reality training for improving social skills in individuals with Autism Spectrum Disorder: A systematic review.Hong Kong journal of occupational therapy : HKJOT · 2025Review
- A multimodal approach for ADHD with coexisting ASD detection for children.Scientific reports · 2025Article
- Virtual reality programs targeting executive functions and social cognition evaluation and/or rehabilitation in children with ADHD or ASD-A narrative review.Frontiers in psychology · 2025Review
- Neurodiversity: post-cognitivist foundations of the 3E approach for educational inclusion of autistic students with technology.Frontiers in human neuroscience · 2024Article
- Effectiveness of a Personalized, Chess-Based Training Serious Video Game in the Treatment of Adolescents and Young Adults With Attention-Deficit/Hyperactivity Disorder: Randomized Controlled Trial.JMIR serious games · 2023Article
- A Pilot Study of Improving Self-Regulation and Social Interaction with Peers: An "Exciting School".Children (Basel, Switzerland) · 2022Article
- Updates in technology-based interventions for attention deficit hyperactivity disorder.Current opinion in psychiatry · 2020Review
- Toward Continuous Social Phenotyping: Analyzing Gaze Patterns in an Emotion Recognition Task for Children With Autism Through Wearable Smart Glasses.Journal of medical Internet research · 2020Article
- A Review of Virtual Coaching Systems in Healthcare: Closing the Loop With Real-Time Feedback.Frontiers in digital health · 2020Review
- The use of wearable technology to measure and support abilities, disabilities and functional skills in autistic youth: a scoping review.Scandinavian journal of child and adolescent psychiatry and psychology · 2020Article
- Comprehensive circRNA Expression Profile and Construction of circRNAs-Related ceRNA Network in a Mouse Model of Autism.Frontiers in genetics · 2020Article
- The Many Channels of Screen Media Technology in ADHD: a Paradigm for Quantifying Distinct Risks and Potential Benefits.Current psychiatry reports · 2019Review
- Gamification in Apps and Technologies for Improving Mental Health and Well-Being: Systematic Review.JMIR mental health · 2019Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundPeople with autism spectrum disorder (ASD) commonly experience symptoms related to attention-deficit/hyperactivity disorder (ADHD), including hyperactivity, inattention, and impulsivity. One-third of ASD cases may be complicated by the presence of ADHD. Individuals with dual diagnoses face greater barriers to accessing treatment for ADHD and respond less positively to primary pharmacologic interventions. Nonpharmacologic technology-aided tools for hyperactivity and inattention in people with ASD are being developed, although research into their efficacy and safety remains limited.
objectiveThe objective of this preliminary study was to describe the changes in ADHD-related symptoms in children, adolescents, and young adults with ASD immediately after use of the Empowered Brain system, a behavioral and social communication aid for ASD running on augmented reality smartglasses.
methodsWe recruited 8 children, adolescents, and young adults with ASD (male to female ratio of 7:1, mean age 15 years, range 11.7-20.5 years) through a Web-based research signup form. The baseline score on the hyperactivity subscale of the Aberrant Behavioral Checklist (ABC-H), a measure of hyperactivity, inattention, and impulsivity, determined their classification into a high ADHD-related symptom group (n=4, ABC-H≥13) and a low ADHD-related symptom group (n=4, ABC-H<13). All participants received an intervention with Empowered Brain, where they used smartglasses-based social communication and behavioral modules while interacting with their caregiver. We then calculated caregiver-reported ABC-H scores at 24 and 48 hours after the session.
resultsAll 8 participants were able to complete the intervention session. Postintervention ABC-H scores were lower for most participants at 24 hours (n=6, 75%) and for all participants at 48 hours (n=8, 100%). At 24 hours after the session, average participant ABC-H scores decreased by 54.9% in the high ADHD symptom group and by 20% in the low ADHD symptom group. At 48 hours after the session, ABC-H scores compared with baseline decreased by 56.4% in the high ADHD symptom group and by 66.3% in the low ADHD symptom group.
conclusionsThis study provides initial evidence for the possible potential of the Empowered Brain system to reduce ADHD-related symptoms, such as hyperactivity, inattention, and impulsivity, in school-aged children, adolescents, and young adults with ASD. This digital smartglasses intervention can potentially be targeted at a broader array of mental health conditions that exhibit transdiagnostic attentional and social communication deficits, including schizophrenia and bipolar disorder. Further research is required to understand the clinical importance of these observed changes and to conduct longitudinal studies on this intervention with control groups and larger sample sizes.
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