Linking Attainment of Wearable-Derived Sleep and Physical Activity Recommendations with Cardiometabolic Biomarkers and Employer Health Care Claims: A Feasibility Study.

Authors

Gregory J Grosicki, William von Hippel, Finnbarr Fielding, Lucas Holden, Christian P Cheung, Jenna G Cohen, Kristen E Holmes

Published in

JMIR formative research. Oct 05, 2026. Epub Oct 05, 2026.

Abstract

Among 80 wearable members stratified into quartiles of attainment of combined physical-activity and sleep recommendations, higher attainment showed age-adjusted associations with lower resting heart rate and BMI and higher heart rate variability. The lowest-attainment quartile incurred approximately 12-fold higher annual per-member health care spending than the other quartiles.

PMID:
42837515
Bibliographic data and abstract were imported from PubMed on 07 Oct 2026.

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