Literature DB >> 27043070

Consumer sleep tracking devices: a review of mechanisms, validity and utility.

Bhanu Prakash Kolla1,2, Subir Mansukhani3, Meghna P Mansukhani1.   

Abstract

Consumer sleep tracking devices such as fitness trackers and smartphone apps have become increasingly popular. These devices claim to measure the sleep duration of their users and in some cases purport to measure sleep quality and awaken users from light sleep, potentially improving overall sleep. Most of these devices appear to utilize data generated from in-built accelerometers to determine sleep parameters but the exact mechanisms and algorithms are proprietary. The growing literature comparing these devices against polysomnography/actigraphy shows that they tend to underestimate sleep disruptions and overestimate total sleep times and sleep efficiency in normal subjects. In this review, we evaluate the current literature comparing the accuracy of consumer sleep tracking devices against more conventional methods used to measure sleep duration and quality. We discuss the current technology that these devices utilize as well as summarize the value of these devices in clinical evaluations and their potential limitations.

Entities:  

Keywords:  Sleep tracking devices; actigraph; consumer sleep tracking; fitness trackers; smartphone apps

Mesh:

Year:  2016        PMID: 27043070     DOI: 10.1586/17434440.2016.1171708

Source DB:  PubMed          Journal:  Expert Rev Med Devices        ISSN: 1743-4440            Impact factor:   3.166


  35 in total

Review 1.  Sleep Monitoring in Athletes: Motivation, Methods, Miscalculations and Why it Matters.

Authors:  Shona L Halson
Journal:  Sports Med       Date:  2019-10       Impact factor: 11.136

2.  The Boom in Wearable Technology: Cause for Alarm or Just What is Needed to Better Understand Sleep?

Authors:  Massimiliano de Zambotti; Job G Godino; Fiona C Baker; Joseph Cheung; Kevin Patrick; Ian M Colrain
Journal:  Sleep       Date:  2016-09-01       Impact factor: 5.849

3.  Sleep Parameter Assessment Accuracy of a Consumer Home Sleep Monitoring Ballistocardiograph Beddit Sleep Tracker: A Validation Study.

Authors:  Jarno Tuominen; Karoliina Peltola; Tarja Saaresranta; Katja Valli
Journal:  J Clin Sleep Med       Date:  2019-03-15       Impact factor: 4.062

Review 4.  Evolving health care through personal genomics.

Authors:  Heidi L Rehm
Journal:  Nat Rev Genet       Date:  2017-01-31       Impact factor: 53.242

5.  The Sleep of the Ring: Comparison of the ŌURA Sleep Tracker Against Polysomnography.

Authors:  Massimiliano de Zambotti; Leonardo Rosas; Ian M Colrain; Fiona C Baker
Journal:  Behav Sleep Med       Date:  2017-03-21       Impact factor: 2.964

6.  Sleep characteristics, light at night and breast cancer risk in a prospective cohort.

Authors:  Alexandra J White; Clarice R Weinberg; Yong-Moon Park; Aimee A D'Aloisio; Emily Vogtmann; Hazel B Nichols; Dale P Sandler
Journal:  Int J Cancer       Date:  2017-08-22       Impact factor: 7.396

7.  The wrist is not the brain: Estimation of sleep by clinical and consumer wearable actigraphy devices is impacted by multiple patient- and device-specific factors.

Authors:  Rachel Danzig; Mengxi Wang; Amit Shah; Lynn Marie Trotti
Journal:  J Sleep Res       Date:  2019-10-17       Impact factor: 3.981

Review 8.  Beyond the Bayley: Neurocognitive Assessments of Development During Infancy and Toddlerhood.

Authors:  Natalie H Brito; William P Fifer; Dima Amso; Rachel Barr; Martha Ann Bell; Susan Calkins; Albert Flynn; Hawley E Montgomery-Downs; Lisa M Oakes; John E Richards; Larissa M Samuelson; John Colombo
Journal:  Dev Neuropsychol       Date:  2019-01-07       Impact factor: 2.253

9.  Sleep-wake parameters can be detected in patients with chronic stroke using a multisensor accelerometer: a validation study.

Authors:  Elie Gottlieb; Leonid Churilov; Emilio Werden; Thomas Churchward; Matthew P Pase; Natalia Egorova; Mark E Howard; Amy Brodtmann
Journal:  J Clin Sleep Med       Date:  2021-02-01       Impact factor: 4.062

10.  Review of Validity and Reliability of Garmin Activity Trackers.

Authors:  Kelly R Evenson; Camden L Spade
Journal:  J Meas Phys Behav       Date:  2020-06
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