Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting.
<h4>Objectives</h4>The aim of this study was to evaluate the accuracy of three consumer-based activity monitors, Fitbit Charge 2, Fitbit Alta, and the Apple Watch 2, all worn on the wrist, in estimating step counts, moderate-to-vigorous minutes (MVPA), and heart rate in a free-living set...
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doaj-0626399ab8fe4e2e986edbcbfcd705f32021-06-10T04:33:01ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01165e025197510.1371/journal.pone.0251975Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting.Yang BaiConnie TompkinsNancy GellDakota DioneTao ZhangWonwoo Byun<h4>Objectives</h4>The aim of this study was to evaluate the accuracy of three consumer-based activity monitors, Fitbit Charge 2, Fitbit Alta, and the Apple Watch 2, all worn on the wrist, in estimating step counts, moderate-to-vigorous minutes (MVPA), and heart rate in a free-living setting.<h4>Methods</h4>Forty-eight participants (31 females, 17 males; ages 18-59) were asked to wear the three consumer-based monitors mentioned above on the wrist, concurrently with a Yamax pedometer as the criterion for step count, an ActiGraph GT3X+ (ActiGraph) for MVPA, and a Polar H7 chest strap for heart rate. Participants wore the monitors for a 24-hour free-living condition without changing their usual active routine. MVPA was calculated in bouts of ≥10 minutes. Pearson correlation, mean absolute percent error (MAPE), and equivalence testing were used to evaluate the measurement agreement.<h4>Results</h4>The average step counts recorded for each device were as follows: 11,734 (Charge2), 11,922 (Alta), 11,550 (Apple2), and 10,906 (Yamax). The correlations in steps for the above monitors ranged from 0.84 to 0.95 and MAPE ranged from 17.1% to 35.5%. For MVPA minutes, the average were 76.3 (Charge2), 63.3 (Alta), 49.5 (Apple2), and 47.8 (ActiGraph) minutes accumulated in bouts of 10 or greater minutes. The correlation from MVPA estimation for above monitors were 0.77, 0.91, and 0.66. MAPE from MVPA estimation ranged from 44.7% to 55.4% compared to ActiGraph. For heart rate, correlation for Charge2 and Apple2 was higher for sedentary behavior and lower for MVPA. The MAPE ranged from 4% to 16%.<h4>Conclusion</h4>All three consumer monitors estimated step counts fairly accurately, and both the Charge2 and Apple2 reported reasonable heart rate estimation. However, all monitors substantially underestimated MVPA in free-living settings.https://doi.org/10.1371/journal.pone.0251975 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yang Bai Connie Tompkins Nancy Gell Dakota Dione Tao Zhang Wonwoo Byun |
spellingShingle |
Yang Bai Connie Tompkins Nancy Gell Dakota Dione Tao Zhang Wonwoo Byun Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. PLoS ONE |
author_facet |
Yang Bai Connie Tompkins Nancy Gell Dakota Dione Tao Zhang Wonwoo Byun |
author_sort |
Yang Bai |
title |
Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. |
title_short |
Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. |
title_full |
Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. |
title_fullStr |
Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. |
title_full_unstemmed |
Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. |
title_sort |
comprehensive comparison of apple watch and fitbit monitors in a free-living setting. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2021-01-01 |
description |
<h4>Objectives</h4>The aim of this study was to evaluate the accuracy of three consumer-based activity monitors, Fitbit Charge 2, Fitbit Alta, and the Apple Watch 2, all worn on the wrist, in estimating step counts, moderate-to-vigorous minutes (MVPA), and heart rate in a free-living setting.<h4>Methods</h4>Forty-eight participants (31 females, 17 males; ages 18-59) were asked to wear the three consumer-based monitors mentioned above on the wrist, concurrently with a Yamax pedometer as the criterion for step count, an ActiGraph GT3X+ (ActiGraph) for MVPA, and a Polar H7 chest strap for heart rate. Participants wore the monitors for a 24-hour free-living condition without changing their usual active routine. MVPA was calculated in bouts of ≥10 minutes. Pearson correlation, mean absolute percent error (MAPE), and equivalence testing were used to evaluate the measurement agreement.<h4>Results</h4>The average step counts recorded for each device were as follows: 11,734 (Charge2), 11,922 (Alta), 11,550 (Apple2), and 10,906 (Yamax). The correlations in steps for the above monitors ranged from 0.84 to 0.95 and MAPE ranged from 17.1% to 35.5%. For MVPA minutes, the average were 76.3 (Charge2), 63.3 (Alta), 49.5 (Apple2), and 47.8 (ActiGraph) minutes accumulated in bouts of 10 or greater minutes. The correlation from MVPA estimation for above monitors were 0.77, 0.91, and 0.66. MAPE from MVPA estimation ranged from 44.7% to 55.4% compared to ActiGraph. For heart rate, correlation for Charge2 and Apple2 was higher for sedentary behavior and lower for MVPA. The MAPE ranged from 4% to 16%.<h4>Conclusion</h4>All three consumer monitors estimated step counts fairly accurately, and both the Charge2 and Apple2 reported reasonable heart rate estimation. However, all monitors substantially underestimated MVPA in free-living settings. |
url |
https://doi.org/10.1371/journal.pone.0251975 |
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