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Concurrent heart rate validity of wearable technology devices during trail running
Validation of heart rate responses in wearable technology devices is generally composed of laboratory-based protocols that are steady state in nature and as a result, high accuracy measures are returned. However, there is a need to understand device validity in applied settings that include varied i...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7458324/ https://www.ncbi.nlm.nih.gov/pubmed/32866216 http://dx.doi.org/10.1371/journal.pone.0238569 |
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author | Navalta, James W. Montes, Jeffrey Bodell, Nathaniel G. Salatto, Robert W. Manning, Jacob W. DeBeliso, Mark |
author_facet | Navalta, James W. Montes, Jeffrey Bodell, Nathaniel G. Salatto, Robert W. Manning, Jacob W. DeBeliso, Mark |
author_sort | Navalta, James W. |
collection | PubMed |
description | Validation of heart rate responses in wearable technology devices is generally composed of laboratory-based protocols that are steady state in nature and as a result, high accuracy measures are returned. However, there is a need to understand device validity in applied settings that include varied intensities of exercise. The purpose was to determine concurrent heart rate validity during trail running. Twenty-one healthy participants volunteered (female n = 10, [mean (SD)]: age = 31 [11] years, height = 173.0 [7] cm, mass = 75.6 [13] kg). Participants were outfitted with wearable technology devices (Garmin Fenix 5 wristwatch, Jabra Elite Sport earbuds, Motiv ring, Scosche Rhythm+ forearm band, Suunto Spartan Sport watch with accompanying chest strap) and completed a self-paced 3.22 km trail run while concurrently wearing a criterion heart rate strap (Polar H7 heart rate monitor). The trail runs were out-and-back with the first 1.61 km in an uphill direction, and the 1.61 return being downhill in nature. Validity was determined through three methods: Mean Absolute Percent Error (MAPE), Bland-Altman Limits of Agreement (LOA), and Lin’s Concordance Coefficient (r(C)). Validity measures overall are as follows: Garmin Fenix 5 (MAPE = 13%, LOA = -32 to 162, r(C) = 0.32), Jabra Elite Sport (MAPE = 23%, LOA = -464 to 503, r(C) = 0.38), Motiv ring (MAPE = 16%, LOA = -52 to 96, r(C) = 0.29), Scosche Rhythm+ (MAPE = 6%, LOA = -114 to 120, r(C) = 0.79), Suunto Spartan Sport (MAPE = 2%, LOA = -62 to 61, r(C) = 0.96). All photoplethysmography-based (PPG) devices displayed poor heart rate agreement during variable intensity trail running. Until technological advances occur in PPG-based devices allowing for acceptable agreement, heart rate in outdoor environments should be obtained using an ECG-based chest strap that can be connected to a wristwatch or other comparable receiver. |
format | Online Article Text |
id | pubmed-7458324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-74583242020-09-04 Concurrent heart rate validity of wearable technology devices during trail running Navalta, James W. Montes, Jeffrey Bodell, Nathaniel G. Salatto, Robert W. Manning, Jacob W. DeBeliso, Mark PLoS One Research Article Validation of heart rate responses in wearable technology devices is generally composed of laboratory-based protocols that are steady state in nature and as a result, high accuracy measures are returned. However, there is a need to understand device validity in applied settings that include varied intensities of exercise. The purpose was to determine concurrent heart rate validity during trail running. Twenty-one healthy participants volunteered (female n = 10, [mean (SD)]: age = 31 [11] years, height = 173.0 [7] cm, mass = 75.6 [13] kg). Participants were outfitted with wearable technology devices (Garmin Fenix 5 wristwatch, Jabra Elite Sport earbuds, Motiv ring, Scosche Rhythm+ forearm band, Suunto Spartan Sport watch with accompanying chest strap) and completed a self-paced 3.22 km trail run while concurrently wearing a criterion heart rate strap (Polar H7 heart rate monitor). The trail runs were out-and-back with the first 1.61 km in an uphill direction, and the 1.61 return being downhill in nature. Validity was determined through three methods: Mean Absolute Percent Error (MAPE), Bland-Altman Limits of Agreement (LOA), and Lin’s Concordance Coefficient (r(C)). Validity measures overall are as follows: Garmin Fenix 5 (MAPE = 13%, LOA = -32 to 162, r(C) = 0.32), Jabra Elite Sport (MAPE = 23%, LOA = -464 to 503, r(C) = 0.38), Motiv ring (MAPE = 16%, LOA = -52 to 96, r(C) = 0.29), Scosche Rhythm+ (MAPE = 6%, LOA = -114 to 120, r(C) = 0.79), Suunto Spartan Sport (MAPE = 2%, LOA = -62 to 61, r(C) = 0.96). All photoplethysmography-based (PPG) devices displayed poor heart rate agreement during variable intensity trail running. Until technological advances occur in PPG-based devices allowing for acceptable agreement, heart rate in outdoor environments should be obtained using an ECG-based chest strap that can be connected to a wristwatch or other comparable receiver. Public Library of Science 2020-08-31 /pmc/articles/PMC7458324/ /pubmed/32866216 http://dx.doi.org/10.1371/journal.pone.0238569 Text en © 2020 Navalta et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Navalta, James W. Montes, Jeffrey Bodell, Nathaniel G. Salatto, Robert W. Manning, Jacob W. DeBeliso, Mark Concurrent heart rate validity of wearable technology devices during trail running |
title | Concurrent heart rate validity of wearable technology devices during trail running |
title_full | Concurrent heart rate validity of wearable technology devices during trail running |
title_fullStr | Concurrent heart rate validity of wearable technology devices during trail running |
title_full_unstemmed | Concurrent heart rate validity of wearable technology devices during trail running |
title_short | Concurrent heart rate validity of wearable technology devices during trail running |
title_sort | concurrent heart rate validity of wearable technology devices during trail running |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7458324/ https://www.ncbi.nlm.nih.gov/pubmed/32866216 http://dx.doi.org/10.1371/journal.pone.0238569 |
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