State of the science and recommendations for using wearable technology in sleep and circadian research

M de Zambotti, C Goldstein, J Cook, L Menghini… - Sleep, 2024 - academic.oup.com
Wearable sleep-tracking technology is of growing use in the sleep and circadian fields,
including for applications across other disciplines, inclusive of a variety of disease states …

Performance of four commercial wearable sleep-tracking devices tested under unrestricted conditions at home in healthy young adults

ED Chinoy, JA Cuellar, JT Jameson… - Nature and Science of …, 2022 - Taylor & Francis
Purpose Commercial wearable sleep-tracking devices are growing in popularity and in
recent studies have performed well against gold standard sleep measurement techniques …

Objective sleep assessments for healthy people in environmental research: A literature review

X Xu, Z Lian - Indoor air, 2022 - Wiley Online Library
To date, although many studies had focused on the impact of environmental factors on
sleep, how to choose the proper assessment method for objective sleep quality was often …

[HTML][HTML] Accuracy of 11 wearable, nearable, and airable consumer sleep trackers: Prospective multicenter validation study

T Lee, Y Cho, KS Cha, J Jung, J Cho… - JMIR mHealth and …, 2023 - mhealth.jmir.org
Background: Consumer sleep trackers (CSTs) have gained significant popularity because
they enable individuals to conveniently monitor and analyze their sleep. However, limited …

Validation of Fitbit Charge 4 for assessing sleep in Chinese patients with chronic insomnia: A comparison against polysomnography and actigraphy

X Dong, S Yang, Y Guo, P Lv, M Wang, Y Li - Plos one, 2022 - journals.plos.org
Our research aims to assess the performance of a new generation of consumer activity
trackers (Fitbit Charge 4TM: FBC) to measure sleep variables and sleep stage classifications …

Gut microbiota composition and functionality are associated with REM sleep duration and continuous glucose levels

M Arnoriaga-Rodríguez, Y Leal… - The Journal of …, 2023 - academic.oup.com
Context Sleep disruption is associated with worse glucose metabolic control and altered gut
microbiota in animal models. Objective We aimed to evaluate the possible links among rapid …

Wearable and mobile technology to characterize daily patterns of sleep, stress, presleep worry, and mood in adolescent insomnia

L Menghini, D Yuksel, D Prouty, FC Baker, C King… - Sleep health, 2023 - Elsevier
Objectives Characterizing daily patterns of sleep, stress, presleep worry, and mood in
adolescents with and without insomnia symptomatology. Design Two months of continuous …

An automated heart rate-based algorithm for sleep stage classification: Validation using conventional polysomnography and an innovative wearable …

N Pini, JL Ong, G Yilmaz, NIYN Chee, Z Siting… - Frontiers in …, 2022 - frontiersin.org
Background The rapid advancement in wearable solutions to monitor and score sleep
staging has enabled monitoring outside of the conventional clinical settings. However, most …

Performance evaluation of fitbit charge 3 and actigraphy vs. polysomnography: sensitivity, specificity, and reliability across participants and nights

G Eylon, L Tikotzky, I Dinstein - Sleep Health, 2023 - Elsevier
Goal and aims Compare the accuracy and reliability of sleep/wake classification between
the Fitbit Charge 3 and the Micro Motionlogger actigraph when applying either the Cole …

What's keeping teens up at night? Reflecting on sleep and technology habits with teens

B Ploderer, S Rodgers, Z Liang - Personal and Ubiquitous Computing, 2023 - Springer
Sleep studies suggest that exams, jobs, and technologies keep teens up at night, but little
research exists to engage teens in reflecting on their own sleep. We designed a set of cards …