This paper is in the following e-collection/theme issue:

Mental Health Issues in Elderly Patients and Geriatric Psychiatry (100) Sleep Medicine (28) Sleep Medicine (28) Cognitive Training for the Elderly (101) Dementia and Cognitive Decline (518) Sleep Monitoring, Sleep Quality, Sleep Disorders (200) Cross-Sectional Studies in Public Health (295) Fitness Trackers and Smart Pedometers/Accelerometers (578) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1454) Cognitive Training for the Elderly (101) Dementia and Cognitive Decline (518) Sleep Monitoring, Sleep Quality, Sleep Disorders (200) Cross-Sectional Studies in Public Health (295) Fitness Trackers and Smart Pedometers/Accelerometers (578) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1454)

Published on in Vol 7 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/54353, first published .
Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer Study

Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer Study

Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer Study

Authors of this article:

Collin Sakal1 Author Orcid Image ;   Tingyou Li1 Author Orcid Image ;   Juan Li2 Author Orcid Image ;   Can Yang3 Author Orcid Image ;   Xinyue Li1 Author Orcid Image
Article Authors Cited by (4) Tweetations (3) Metrics

Journals

  1. Liang Y, Wang C, Hsiao C. Data Analytics in Physical Activity Studies With Accelerometers: Scoping Review. Journal of Medical Internet Research 2024;26:e59497 View
  2. Hong M, Kang R, Yang J, Rhee S, Lee H, Kim Y, Lee K, Kim H, Lee Y, Youn T, Kim S, Ahn Y. Comprehensive Symptom Prediction in Inpatients With Acute Psychiatric Disorders Using Wearable-Based Deep Learning Models: Development and Validation Study. Journal of Medical Internet Research 2024;26:e65994 View
  3. Sakal C, Zhao W, Xu W, Li X. Effects of caffeine on accelerometer measured sleep and physical activity among older adults under free-living conditions. BMC Public Health 2024;24(1) View
  4. Sakal C, Li T, Li J, Li X. Predicting poor performance on cognitive tests among older adults using wearable device data and machine learning: a feasibility study. npj Aging 2024;10(1) View