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The Effect of an AI-Based, Autonomous, Digital Health Intervention Using Precise Lifestyle Guidance on Blood Pressure in Adults With Hypertension: Single-Arm Nonrandomized Trial.

JMIR cardio·2024
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Related Experiment Video

Updated: Jun 17, 2025

Comparing Eye-tracking Data of Children with High-functioning ASD, Comorbid ADHD, and of a Control Watching Social Videos
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Behavioral Intervention for Adults With Autism on Distribution of Attention in Triadic Conversations: A/B-Tested

Onur Necip Tepencelik1, Wenchuan Wei1, Mirabel Luo2

  • 1Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, United States.

JMIR Formative Research
|August 12, 2024
PubMed
Summary

This study developed a behavioral intervention to improve social attention in adults with autism, leading to significant improvements in multiparty conversations. The intervention helps individuals with autism modify their attention distribution for better workplace communication and employment outcomes.

Keywords:
attention distributionautism spectrum conditionbehavioral interventionsocial attentionsocial orientingtriadic conversation

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Area of Science:

  • Neuroscience
  • Behavioral Science
  • Psychology

Background:

  • Social communication differences between neurotypes contribute to high unemployment in autistic adults.
  • Mismatched social attention behaviors hinder job success and retention for individuals with autism.

Purpose of the Study:

  • To evaluate a behavioral intervention targeting attention distribution in triadic conversations.
  • To determine if personalized feedback on attention behavior modifies orientation in individuals with autism.

Main Methods:

  • An unobtrusive head orientation model tracked attention focus during conversations.
  • Analysis of head orientation sequences used five statistical domains to represent attention distribution.
  • Intervention involved data analysis, video modeling, and discussion for participants exceeding non-autistic averages by 2 SDs.

Main Results:

  • 11 of 12 participants in the test group received intervention; 10 showed improvement in targeted attention behaviors.
  • Statistically significant group improvements (P<.05) were observed compared to controls.
  • 78% of individual interventions yielded significant improvements (P<.05) compared to controls.

Conclusions:

  • The proposed behavioral intervention provides a practical framework for enhancing social attention in multiparty conversations.
  • This approach supports social and professional settings by improving communication skills for individuals with autism.