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Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure
Activity trackers are a simple and mostly low-priced method to capture physiological parameters. Despite the high number of wrist-worn devices, there is a lack of scientific validation. The purpose of this study was to assess whether the activity trackers represent a valid alternative to gold-standa...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6747132/ https://www.ncbi.nlm.nih.gov/pubmed/31443347 http://dx.doi.org/10.3390/ijerph16173037 |
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author | Passler, Stefanie Bohrer, Julian Blöchinger, Lukas Senner, Veit |
author_facet | Passler, Stefanie Bohrer, Julian Blöchinger, Lukas Senner, Veit |
author_sort | Passler, Stefanie |
collection | PubMed |
description | Activity trackers are a simple and mostly low-priced method to capture physiological parameters. Despite the high number of wrist-worn devices, there is a lack of scientific validation. The purpose of this study was to assess whether the activity trackers represent a valid alternative to gold-standard methods in terms of estimating energy expenditure (EE) and maximum oxygen uptake (VO(2max)). Twenty-four healthy subjects participated in this study. In total, five commercially available wrist-worn devices were tested with regard to their validity of EE and/or VO(2max). Estimated values were compared with indirect calorimetry. Validity of the activity trackers was determined by paired sample t-tests, mean absolute percentage errors (MAPE), Intraclass Correlation Coefficient, and Bland-Altman plots. Within the tested devices, differences in scattering in VO(2max) and EE could be observed. This results in a MAPE > 10% for all evaluations, except for the VO(2max)-estimation of the Garmin Forerunner 920XT (7.3%). The latter significantly underestimates the VO(2max) (t(23) = –2.37, p = 0.027), whereas the Garmin Vivosmart HR significantly overestimates the EE (t(23) = 2.44, p = 0.023). The tested devices did not show valid results concerning the estimation of VO(2max) and EE. Hence, the current wrist-worn activity trackers are most likely not accurate enough to be used for neither purposes in sports, nor in health care applications. |
format | Online Article Text |
id | pubmed-6747132 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-67471322019-09-27 Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure Passler, Stefanie Bohrer, Julian Blöchinger, Lukas Senner, Veit Int J Environ Res Public Health Article Activity trackers are a simple and mostly low-priced method to capture physiological parameters. Despite the high number of wrist-worn devices, there is a lack of scientific validation. The purpose of this study was to assess whether the activity trackers represent a valid alternative to gold-standard methods in terms of estimating energy expenditure (EE) and maximum oxygen uptake (VO(2max)). Twenty-four healthy subjects participated in this study. In total, five commercially available wrist-worn devices were tested with regard to their validity of EE and/or VO(2max). Estimated values were compared with indirect calorimetry. Validity of the activity trackers was determined by paired sample t-tests, mean absolute percentage errors (MAPE), Intraclass Correlation Coefficient, and Bland-Altman plots. Within the tested devices, differences in scattering in VO(2max) and EE could be observed. This results in a MAPE > 10% for all evaluations, except for the VO(2max)-estimation of the Garmin Forerunner 920XT (7.3%). The latter significantly underestimates the VO(2max) (t(23) = –2.37, p = 0.027), whereas the Garmin Vivosmart HR significantly overestimates the EE (t(23) = 2.44, p = 0.023). The tested devices did not show valid results concerning the estimation of VO(2max) and EE. Hence, the current wrist-worn activity trackers are most likely not accurate enough to be used for neither purposes in sports, nor in health care applications. MDPI 2019-08-22 2019-09 /pmc/articles/PMC6747132/ /pubmed/31443347 http://dx.doi.org/10.3390/ijerph16173037 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Passler, Stefanie Bohrer, Julian Blöchinger, Lukas Senner, Veit Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure |
title | Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure |
title_full | Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure |
title_fullStr | Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure |
title_full_unstemmed | Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure |
title_short | Validity of Wrist-Worn Activity Trackers for Estimating VO(2max) and Energy Expenditure |
title_sort | validity of wrist-worn activity trackers for estimating vo(2max) and energy expenditure |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6747132/ https://www.ncbi.nlm.nih.gov/pubmed/31443347 http://dx.doi.org/10.3390/ijerph16173037 |
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