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Updated: Jul 15, 2025

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Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
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Cohort profile: The SmartSleep Study, Denmark, combining evidence from survey, clinical and tracking data
Naja Hulvej Rod1, Thea Otte Andersen2, Elin Rosenbek Severinsen2,3
1Department of Public Health, University of Copenhagen, Copenhagen, Denmark nahuro@sund.ku.dk.
BMJ Open
|October 4, 2023
Summary
Night-time smartphone use significantly impacts sleep patterns and overall health. The SmartSleep Study reveals distinct usage patterns and their long-term health consequences, paving the way for future research and interventions.
Area of Science:
- Sleep Science
- Digital Health
- Public Health
Background:
- Night-time smartphone use is a growing concern impacting sleep quality and health.
- Understanding the complex relationship between digital device usage and physiological well-being is crucial.
Purpose of the Study:
- To comprehensively assess the impact of night-time smartphone use on sleep patterns and health.
- To investigate multisystem physiological dysregulation and long-term health consequences linked to sleep impairment.
Main Methods:
- Utilizing a combination of large-scale surveys, high-resolution sensor-driven smartphone data, clinical examinations, and registry linkage.
- Analyzing over 803,000 data points from high-resolution tracking to identify distinct night-time smartphone use patterns.
- Characterizing four distinct clusters of night-time smartphone use based on objective tracking data.
Main Results:
- Identified distinct clusters of temporal trajectories in night-time smartphone use.
- Characterized four unique patterns of night-time smartphone engagement.
- Highlighted the potential of citizen science approaches in sleep research.
Conclusions:
- The SmartSleep Study provides unprecedented data on smartphone activity during sleep spans.
- Linkage to nationwide registers enables investigation of long-term health and social consequences.
- Future data collection rounds will further expand understanding of night-time smartphone use impacts.
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