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Related Experiment Video

Updated: Dec 15, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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Digital health data-driven approaches to understand human behavior.

Lisa A Marsch1

  • 1Center for Technology and Behavioral Health, Geisel School of Medicine, Lebanon, NH, USA. lisa.a.marsch@dartmouth.edu.

Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology
|July 13, 2020
PubMed
Summary
This summary is machine-generated.

Digital health technologies offer new ways to study and change health behaviors. Digitally collected data provide deep insights into individual behaviors, informing health interventions and the diagnosis/tracking of psychiatric disorders.

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Area of Science:

  • Digital Health
  • Behavioral Science
  • Data Analytics

Background:

  • Digital technologies and data analytics provide unprecedented opportunities to assess and modify health behaviors.
  • Digital health data capture detailed, real-time individual behaviors and influencing factors.
  • These data can accelerate scientific understanding and improve health outcomes.

Purpose of the Study:

  • To review the current state of digital health data-driven approaches for understanding human behavior.
  • To synthesize scientific literature on how digital data inform health behavior, particularly psychiatric disorders.
  • To discuss future research directions and clinical applications.

Main Methods:

  • Review of methods for digital health assessment.
  • Analysis of various sources of digital health data.
  • Synthesis of empirical studies using digitally derived data.

Main Results:

  • Digital health data offer rich insights into behavior, including real-time dynamics and individual changes.
  • These data can identify digital markers for health/risk behaviors.
  • Applications include personalized interventions, diagnostic classification, and tracking psychiatric disorder trajectories.

Conclusions:

  • Digital health data are crucial for advancing discovery and translational science in health behavior.
  • Significant opportunities exist for leveraging digital data in understanding and treating psychiatric disorders.
  • Future research should focus on innovative applications and clinical integration of digital health approaches.