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Technology Effects and Child Health: Wellness Impact and Social Effects (TECHWISE): Protocol for a Prospective,
Scott H Kollins1, Jessica Flannery1, Karen Goetz1
1Aura Sub, LLC, Boston, NC, United States.
JMIR Research Protocols
|May 27, 2025
Summary
This study uses objective data from a smartphone app to examine how technology and social media use affect youth mental health, addressing a gap in current research.
Area of Science:
- Digital Health
- Adolescent Psychology
- Human-Computer Interaction
Background:
- Controversy exists regarding technology's impact on youth mental health.
- Previous studies relied on self-reports, limiting objective data.
- This study aims to use objective data to explore these associations.
Purpose of the Study:
- Quantify associations between objective smartphone use and well-being.
- Differentiate content consumption from time spent on device regarding mental health outcomes.
- Identify moderating factors like age, gender, and socioeconomic status.
Main Methods:
- Enrollment of up to 1000 youth (8-17 years) and caregivers.
- Use of a data collection app for objective device usage data.
- Collection of baseline and follow-up assessments on mental health and functioning.
Main Results:
- Enrollment began November 2024; 106 participants consented by May 2025.
- Data analysis is expected in late 2025/winter 2026.
- Initial findings publication is anticipated in spring 2026.
Conclusions:
- This study will be one of the largest to combine objective device data with clinical outcome measures.
- Study data will be made available to qualified investigators for future research.
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