Accuracy of Wristband Fitbit Models in Assessing Sleep: Systematic Review and Meta-Analysis

Preliminary Agreement on Tracking Sleep Between a Wrist-Worn Device Fitbit Alta and Consensus Sleep Diary

(2019) Jiaxing Liu et al.   Telemedicine and e-Health

Accuracy of PurePulse photoplethysmography technology of Fitbit Charge 2 for assessment of heart rate during sleep

(2019) Shahab Haghayegh et al.   CHRONOBIOLOGY INTERNATIONAL

Comparing measures of free-living sleep in school-aged children

(2019) Keith Brazendale et al.   SLEEP MEDICINE

Field-based Measurement of Sleep: Agreement between Six Commercial Activity Monitors and a Validated Accelerometer

(2019) Andrew G. Kubala et al.   Behavioral Sleep Medicine

The “All of Us” Research Program

(2019)   NEW ENGLAND JOURNAL OF MEDICINE

Performance comparison of different interpretative algorithms utilized to derive sleep parameters from wrist actigraphy data

(2019) Shahab Haghayegh et al.   CHRONOBIOLOGY INTERNATIONAL

A validation study of a consumer wearable sleep tracker compared to a portable EEG system in naturalistic conditions

(2019) Thomas Svensson et al.   JOURNAL OF PSYCHOSOMATIC RESEARCH

How well does a commercially available wearable device measure sleep in young athletes?

(2018) Charli Sargent et al.   CHRONOBIOLOGY INTERNATIONAL

Comparison of Wearable Trackers’ Ability to Estimate Sleep

(2018) Jung-Min Lee et al.   International Journal of Environmental Research and Public Health

Ability of the Fitbit Alta HR to quantify and classify sleep in patients with suspected central disorders of hypersomnolence: A comparison against polysomnography

(2018) Jesse D. Cook et al.   JOURNAL OF SLEEP RESEARCH

Utility of the Fitbit Flex to evaluate sleep in major depressive disorder: A comparison against polysomnography and wrist-worn actigraphy

(2017) Jesse D. Cook et al.   JOURNAL OF AFFECTIVE DISORDERS

Validity of a commercial wearable sleep tracker in adult insomnia disorder patients and good sleepers

(2017) Seung-Gul Kang et al.   JOURNAL OF PSYCHOSOMATIC RESEARCH

Concurrent Validity of Wearable Activity Trackers Under Free-Living Conditions

(2017) Skyler M. Brooke et al.   JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

Comparison of Wearable Activity Tracker with Actigraphy for Sleep Evaluation and Circadian Rest-Activity Rhythm Measurement in Healthy Young Adults

(2017) Hyun-Ah Lee et al.   Psychiatry Investigation

Wearable, yes, but able…?: it is time for evidence-based marketing claims!

(2016) Billy Sperlich et al.   BRITISH JOURNAL OF SPORTS MEDICINE

Measures of sleep and cardiac functioning during sleep using a multi-sensory commercially-available wristband in adolescents

(2016) Massimiliano de Zambotti et al.   PHYSIOLOGY & BEHAVIOR

Reliability of Sleep Measures from Four Personal Health Monitoring Devices Compared to Research-Based Actigraphy and Polysomnography

(2016) Janna Mantua et al.   SENSORS

Plea for routinely presenting prediction intervals in meta-analysis

(2016) Joanna IntHout et al.   BMJ Open

Comparison of a Commercial Accelerometer with Polysomnography and Actigraphy in Children and Adolescents

(2015) Lisa J. Meltzer et al.   SLEEP

Comparison of a Commercial Accelerometer with Polysomnography and Actigraphy in Children and Adolescents

(2015) Lisa J. Meltzer et al.   SLEEP

Measuring Sleep: Accuracy, Sensitivity, and Specificity of Wrist Actigraphy Compared to Polysomnography

(2013) Miguel Marino et al.   SLEEP

Movement toward a novel activity monitoring device

(2011) Hawley E. Montgomery-Downs et al.   Sleep and Breathing

The role and validity of actigraphy in sleep medicine: An update

(2011) Avi Sadeh   SLEEP MEDICINE REVIEWS

Objective measurements of sleep for non-laboratory settings as alternatives to polysomnography - a systematic review

(2010) ALEXANDER T. M. VAN DE WATER et al.   JOURNAL OF SLEEP RESEARCH

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2009) David Moher et al.   PLOS MEDICINE