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Wearable activity trackers–advanced technology or advanced marketing?

Wearable devices represent one of the most popular trends in health and fitness. Rapid advances in wearable technology present a dizzying display of possible functions: from thermometers and barometers, magnetometers and accelerometers, to oximeters and calorimeters. Consumers and practitioners util...

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Autores principales: Shei, Ren-Jay, Holder, Ian G., Oumsang, Alicia S., Paris, Brittni A., Paris, Hunter L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9022022/
https://www.ncbi.nlm.nih.gov/pubmed/35445837
http://dx.doi.org/10.1007/s00421-022-04951-1
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author Shei, Ren-Jay
Holder, Ian G.
Oumsang, Alicia S.
Paris, Brittni A.
Paris, Hunter L.
author_facet Shei, Ren-Jay
Holder, Ian G.
Oumsang, Alicia S.
Paris, Brittni A.
Paris, Hunter L.
author_sort Shei, Ren-Jay
collection PubMed
description Wearable devices represent one of the most popular trends in health and fitness. Rapid advances in wearable technology present a dizzying display of possible functions: from thermometers and barometers, magnetometers and accelerometers, to oximeters and calorimeters. Consumers and practitioners utilize wearable devices to track outcomes, such as energy expenditure, training load, step count, and heart rate. While some rely on these devices in tandem with more established tools, others lean on wearable technology for health-related outcomes, such as heart rhythm analysis, peripheral oxygen saturation, sleep quality, and caloric expenditure. Given the increasing popularity of wearable devices for both recreation and health initiatives, understanding the strengths and limitations of these technologies is increasingly relevant. Need exists for continued evaluation of the efficacy of wearable devices to accurately and reliably measure purported outcomes. The purposes of this review are (1) to assess the current state of wearable devices using recent research on validity and reliability, (2) to describe existing gaps between physiology and technology, and (3) to offer expert interpretation for the lay and professional audience on how best to approach wearable technology and employ it in the pursuit of health and fitness. Current literature demonstrates inconsistent validity and reliability for various metrics, with algorithms not publicly available or lacking high-quality validation studies. Advancements in wearable technology should consider standardizing validation metrics, providing transparency in used algorithms, and improving how technology can be tailored to individuals. Until then, it is prudent to exercise caution when interpreting metrics reported from consumer-wearable devices.
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spelling pubmed-90220222022-04-21 Wearable activity trackers–advanced technology or advanced marketing? Shei, Ren-Jay Holder, Ian G. Oumsang, Alicia S. Paris, Brittni A. Paris, Hunter L. Eur J Appl Physiol Invited Review Wearable devices represent one of the most popular trends in health and fitness. Rapid advances in wearable technology present a dizzying display of possible functions: from thermometers and barometers, magnetometers and accelerometers, to oximeters and calorimeters. Consumers and practitioners utilize wearable devices to track outcomes, such as energy expenditure, training load, step count, and heart rate. While some rely on these devices in tandem with more established tools, others lean on wearable technology for health-related outcomes, such as heart rhythm analysis, peripheral oxygen saturation, sleep quality, and caloric expenditure. Given the increasing popularity of wearable devices for both recreation and health initiatives, understanding the strengths and limitations of these technologies is increasingly relevant. Need exists for continued evaluation of the efficacy of wearable devices to accurately and reliably measure purported outcomes. The purposes of this review are (1) to assess the current state of wearable devices using recent research on validity and reliability, (2) to describe existing gaps between physiology and technology, and (3) to offer expert interpretation for the lay and professional audience on how best to approach wearable technology and employ it in the pursuit of health and fitness. Current literature demonstrates inconsistent validity and reliability for various metrics, with algorithms not publicly available or lacking high-quality validation studies. Advancements in wearable technology should consider standardizing validation metrics, providing transparency in used algorithms, and improving how technology can be tailored to individuals. Until then, it is prudent to exercise caution when interpreting metrics reported from consumer-wearable devices. Springer Berlin Heidelberg 2022-04-21 2022 /pmc/articles/PMC9022022/ /pubmed/35445837 http://dx.doi.org/10.1007/s00421-022-04951-1 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Invited Review
Shei, Ren-Jay
Holder, Ian G.
Oumsang, Alicia S.
Paris, Brittni A.
Paris, Hunter L.
Wearable activity trackers–advanced technology or advanced marketing?
title Wearable activity trackers–advanced technology or advanced marketing?
title_full Wearable activity trackers–advanced technology or advanced marketing?
title_fullStr Wearable activity trackers–advanced technology or advanced marketing?
title_full_unstemmed Wearable activity trackers–advanced technology or advanced marketing?
title_short Wearable activity trackers–advanced technology or advanced marketing?
title_sort wearable activity trackers–advanced technology or advanced marketing?
topic Invited Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9022022/
https://www.ncbi.nlm.nih.gov/pubmed/35445837
http://dx.doi.org/10.1007/s00421-022-04951-1
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AT parisbrittnia wearableactivitytrackersadvancedtechnologyoradvancedmarketing
AT parishunterl wearableactivitytrackersadvancedtechnologyoradvancedmarketing