Consumer sleep monitors: is there a baby in the bathwater?

Kathryn Russo,1 Balaji Goparaju,1 Matt T Bianchi1,2 1Department of Neurology, Massachusetts General Hospital, 2Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA Abstract: The rapid expansion of consumer sleep devices is outpacing the validation data necessary to assess the potenti...

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Autores principales:	Russo K, Goparaju B, Bianchi MT
Formato:	article
Lenguaje:	EN
Publicado:	Dove Medical Press 2015
Materias:	Psychiatry RC435-571 Neurophysiology and neuropsychology QP351-495
Acceso en línea:	https://doaj.org/article/53089c7c94c14c09ab25c371d9575437
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spelling	oai:doaj.org-article:53089c7c94c14c09ab25c371d95754372021-12-02T02:48:11ZConsumer sleep monitors: is there a baby in the bathwater?1179-1608https://doaj.org/article/53089c7c94c14c09ab25c371d95754372015-11-01T00:00:00Zhttps://www.dovepress.com/consumer-sleep-monitors-is-there-a-baby-in-the-bathwater-peer-reviewed-article-NSShttps://doaj.org/toc/1179-1608Kathryn Russo,1 Balaji Goparaju,1 Matt T Bianchi1,2 1Department of Neurology, Massachusetts General Hospital, 2Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA Abstract: The rapid expansion of consumer sleep devices is outpacing the validation data necessary to assess the potential use of these devices in clinical and research settings. Common sleep monitoring devices utilize a variety of sensors to track movement as well as cardiac and respiratory physiology. The variety of sensors and user-specific factors offer the potential, at least theoretically, for clinically relevant information. We describe the current challenges for interpretation of consumer sleep monitoring data, since the devices are mainly used in nonmedical contexts (consumer use) although medically-definable sleep disorders may commonly occur in this setting. A framework for addressing questions of how certain devices might be useful is offered. We suggest that multistage validation efforts are crucially needed, from the level of sensor data and algorithm output, to extrapolations beyond healthy adults and into other populations and real-world environments. Keywords: movement, cardiac and respiratory physiology, sensor, consumer sleep monitoring dataRusso KGoparaju BBianchi MTDove Medical PressarticlePsychiatryRC435-571Neurophysiology and neuropsychologyQP351-495ENNature and Science of Sleep, Vol 2015, Iss default, Pp 147-157 (2015)
institution	DOAJ
collection	DOAJ
language	EN
topic	Psychiatry RC435-571 Neurophysiology and neuropsychology QP351-495
spellingShingle	Psychiatry RC435-571 Neurophysiology and neuropsychology QP351-495 Russo K Goparaju B Bianchi MT Consumer sleep monitors: is there a baby in the bathwater?
description	Kathryn Russo,1 Balaji Goparaju,1 Matt T Bianchi1,2 1Department of Neurology, Massachusetts General Hospital, 2Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA Abstract: The rapid expansion of consumer sleep devices is outpacing the validation data necessary to assess the potential use of these devices in clinical and research settings. Common sleep monitoring devices utilize a variety of sensors to track movement as well as cardiac and respiratory physiology. The variety of sensors and user-specific factors offer the potential, at least theoretically, for clinically relevant information. We describe the current challenges for interpretation of consumer sleep monitoring data, since the devices are mainly used in nonmedical contexts (consumer use) although medically-definable sleep disorders may commonly occur in this setting. A framework for addressing questions of how certain devices might be useful is offered. We suggest that multistage validation efforts are crucially needed, from the level of sensor data and algorithm output, to extrapolations beyond healthy adults and into other populations and real-world environments. Keywords: movement, cardiac and respiratory physiology, sensor, consumer sleep monitoring data
format	article
author	Russo K Goparaju B Bianchi MT
author_facet	Russo K Goparaju B Bianchi MT
author_sort	Russo K
title	Consumer sleep monitors: is there a baby in the bathwater?
title_short	Consumer sleep monitors: is there a baby in the bathwater?
title_full	Consumer sleep monitors: is there a baby in the bathwater?
title_fullStr	Consumer sleep monitors: is there a baby in the bathwater?
title_full_unstemmed	Consumer sleep monitors: is there a baby in the bathwater?
title_sort	consumer sleep monitors: is there a baby in the bathwater?
publisher	Dove Medical Press
publishDate	2015
url	https://doaj.org/article/53089c7c94c14c09ab25c371d9575437
work_keys_str_mv	AT russok consumersleepmonitorsisthereababyinthebathwater AT goparajub consumersleepmonitorsisthereababyinthebathwater AT bianchimt consumersleepmonitorsisthereababyinthebathwater
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Consumer sleep monitors: is there a baby in the bathwater?

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