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Predicting Social Frailty in Older Adults Using Fitbit-Derived Circadian and Heart Rate Biomarkers: Cross-Sectional
Hiroki Maekawa1,2, Yu Kume3
1Department of Rehabilitation, Faculty of Health Sciences, Tohoku Fukushi University, Sendai, Japan.
Consumer wearable devices can identify social frailty in older adults. Fitbit data revealed digital biomarkers in step count and heart rate associated with social frailty and cognitive decline.
Area of Science:
- Gerontology
- Digital Health
- Biomarkers
Background:
- Social frailty is a risk for older adults, requiring early detection.
- Wearable devices offer continuous data collection for digital biomarker development.
- Screening social frailty in older adults using digital biomarkers is a growing area of research.
Purpose of the Study:
- To explore digital biomarkers for social frailty using Fitbit data.
- To evaluate the relationship between these digital biomarkers and health outcomes in older adults.
Main Methods:
- A cross-sectional study of 102 community-dwelling older adults.
- Participants wore Fitbit Inspire devices for 7 days, collecting step count and heart rate.
- Social frailty, physical and cognitive functions were assessed via questionnaires.
Main Results:
- Step-based rhythm metric (intradaily coefficient of variation) linked to social frailty.
- Heart rate metrics (delta resting heart rate) associated with social prefrailty and frailty.
- Intradaily coefficient of variation correlated with cognitive decline (word list memory).
Conclusions:
- Novel rhythm and heart rate metrics from Fitbit data are associated with social frailty.
- Consumer wearables show promise for accessible social frailty assessment via digital biomarkers.
- Future research should focus on larger samples and clinical applications.
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