Literature DB >> 25991187

Consumer sleep tracking devices: a critical review.

Jeon Lee1, Joseph Finkelstein1.   

Abstract

Consumer sleep tracking devices are widely advertised as effective means to monitor and manage sleep quality and to provide positive effects on overall heath. However objective evidence supporting these claims is not always readily available. The goal of this study was to perform a comprehensive review of available information on six representative sleep tracking devices: BodyMedia FIT, Fitbit Flex, Jawbone UP, Basis Band, Innovative Sleep Solutions SleepTracker, and Zeo Sleep Manager Pro. The review was conducted along the following dimensions: output metrics, theoretical frameworks, systematic evaluation, and FDA clearance. The review identified a critical lack of basic information about the devices: five out of six devices provided no supporting information on their sensor accuracy and four out of six devices provided no information on their output metrics accuracy. Only three devices were found to have related peer-reviewed articles. However in these articles wake detection accuracy was revealed to be quite low and to vary widely (BodyMedia, 49.9±3.6%; Fitbit, 19.8%; Zeo, 78.9% to 83.5%). No supporting evidence on how well tracking devices can help mitigate sleep loss and manage sleep disturbances in practical life was provided.

Entities:  

Mesh:

Year:  2015        PMID: 25991187

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  22 in total

1.  Fitbit Flex: an unreliable device for longitudinal sleep measures in a non-clinical population.

Authors:  Argelinda Baroni; Jean-Marie Bruzzese; Christina A Di Bartolo; Jess P Shatkin
Journal:  Sleep Breath       Date:  2015-10-08       Impact factor: 2.816

2.  Validation of a Self-Monitoring Tool for Use in Exercise Therapy.

Authors:  Camilla S Powierza; Michael D Clark; Jaime M Hughes; Kevin A Carneiro; Jason P Mihalik
Journal:  PM R       Date:  2017-04-09       Impact factor: 2.298

Review 3.  The Digital Neurologic Examination.

Authors:  Adam B Cohen; Brain V Nahed
Journal:  Digit Biomark       Date:  2021-04-26

4.  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

Review 5.  Sleep: A Novel Mechanistic Pathway, Biomarker, and Treatment Target in the Pathology of Alzheimer's Disease?

Authors:  Bryce A Mander; Joseph R Winer; William J Jagust; Matthew P Walker
Journal:  Trends Neurosci       Date:  2016-06-17       Impact factor: 13.837

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

Authors:  Massimiliano de Zambotti; Fiona C Baker; Adrian R Willoughby; Job G Godino; David Wing; Kevin Patrick; Ian M Colrain
Journal:  Physiol Behav       Date:  2016-03-09

7.  Harnessing wearable device data to improve state-level real-time surveillance of influenza-like illness in the USA: a population-based study.

Authors:  Jennifer M Radin; Nathan E Wineinger; Eric J Topol; Steven R Steinhubl
Journal:  Lancet Digit Health       Date:  2020-01-16

8.  Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks.

Authors:  Akane Sano; Weixuan Chen; Daniel Lopez-Martinez; Sara Taylor; Rosalind W Picard
Journal:  IEEE J Biomed Health Inform       Date:  2018-08-29       Impact factor: 5.772

Review 9.  Innovations in the Use of Interactive Technology to Support Weight Management.

Authors:  D Spruijt-Metz; C K F Wen; G O'Reilly; M Li; S Lee; B A Emken; U Mitra; M Annavaram; G Ragusa; S Narayanan
Journal:  Curr Obes Rep       Date:  2015-12

10.  Parallel Assessment Challenges in Nutritional and Sleep Epidemiology.

Authors:  Galit Levi Dunietz; Erica C Jansen; Shelley Hershner; Louise M O'Brien; Karen E Peterson; Ana Baylin
Journal:  Am J Epidemiol       Date:  2021-06-01       Impact factor: 4.897

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