ArticleFrontiers in child and adolescent psychiatry2025
Ecological Momentary Assessment of emotional dysregulation and outbursts among youth with ADHD: a feasibility study of a biomarker-driven predictive algorithm in the special education pre-K and early childhood classroom settings.
Article in Frontiers in child and adolescent psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- Emotion Dysregulation and Mentalization in Adult Attention-Deficit/Hyperactivity Disorder.Brain sciences · 2026Article
- Wearables and behavioral coding show promise for measuring and predicting severe emotional outbursts in children.Frontiers in digital health · 2025Article
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8 authors.
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Abstract
Background: Attention Deficit Hyperactivity Disorder (ADHD) among children younger than 6 years is quite impairing, nearly half these youth with ADHD experience school exclusion from mainstream preschool classes due to related emotional and behavioral outbursts. While a range of behavior rating scales and subjective measures are used to assess these youth, objective methods of assessment and prediction derived from technology have potential to improve therapeutic and academic interventions outcomes for these youths. We hypothesized that biometric sensors would provide objective, highly sensitive and specific information regarding the physiological status of children prior to an impulsive outburst and could be feasibly implemented using a wearable device in the special education classroom. Methods: We recruited two whole classrooms ( Results: All participants completed the study. With a few tolerability or palatability issues. Associations were found between physiological and behavioral/questionnaire data. The methodology holds promise for reliably measuring behavioral and emotional outbursts in young children. Conclusions: This is the first study to use a bio-marker device
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