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August 26, 2025Open Access

Context-Aware Digital Phenotyping of Youth Mental Health Using Mobile Ecological Prospective Assessments of Smartphone Use

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Authors

JPJamin PatelSISheriff Tolulope IbrahimTKTarun Reddy Katapally

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Overview

Cross-sectional study found context-aware smartphone use impacts youth mental health, suggesting new assessment methods.

Key Points

  • Higher smartphone use at home reduces depression and anxiety odds significantly, indicating beneficial contexts for youth.
  • Use of smartphones alone increased depression odds substantially, highlighting the impact of social settings on mental health.
  • This cross-sectional analysis employed mobile ecological prospective assessments to gather behavior data with a focus on context.
  • Integration of context-aware metrics could enhance early detection frameworks for managing youth mental health issues.

Cite This Study

Patel et al. (2025) studied this question.

synapsesocial.com/papers/68af7f407567bf4f94ff6018https://doi.org/10.1101/2025.08.24.25334320
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1A Scoping Review of Smartphone-Based Digital Phenotyping (Preprint)2025
  2. 2Using smartphone-tracked behavioural markers to recognize depression and anxiety symptoms: Digital phenotyping in the Netherlands Study of Depression and Anxiety (Preprint)2025
  3. 3Digital Phenotyping in Mental Health - What can it mean for the future of Psychiatry?2025
  4. 4Momentary Stress and Social Context among Adolescents at Risk for Suicide: An Experience Sampling Study2025
  5. 5Harnessing Digital Phenotyping for Early Self-Detection of Psychological Distress2025