Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical Activity

This study examined the inter-model agreement between the Fitbit Flex (FF) and FF2 in estimating sedentary behavior (SED) and physical activity (PA) during a free-living condition. 33 healthy adults wore the FF and FF2 on non-dominant wrist for 14 consecutive days. After excluding sleep and non-wear...

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Main Authors: Sunku Kwon, Ryan D. Burns, Youngwon Kim, Yang Bai, Wonwoo Byun
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/5/2716
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spelling doaj-604fe6684a554dae9f76eae65b68dc892021-03-09T00:02:10ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-03-01182716271610.3390/ijerph18052716Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical ActivitySunku Kwon0Ryan D. Burns1Youngwon Kim2Yang Bai3Wonwoo Byun4Department of Health and Kinesiology, University of Utah, Salt Lake City, UT 84112, USADepartment of Health and Kinesiology, University of Utah, Salt Lake City, UT 84112, USASchool of Public Health, The University of Hong Kong Li Ka Shing Faculty of Medicine, Hong KongDepartment of Health and Kinesiology, University of Utah, Salt Lake City, UT 84112, USADepartment of Health and Kinesiology, University of Utah, Salt Lake City, UT 84112, USAThis study examined the inter-model agreement between the Fitbit Flex (FF) and FF2 in estimating sedentary behavior (SED) and physical activity (PA) during a free-living condition. 33 healthy adults wore the FF and FF2 on non-dominant wrist for 14 consecutive days. After excluding sleep and non-wear time, data from the FF and FF2 was converted to the time spent (min/day) in SED and PA using a proprietary algorithm. Pearson’s correlation was used to evaluate the association between the estimates from FF and FF2. Mean absolute percent errors (MAPE) were used to examine differences and measurement agreement in SED and PA estimates between FF and FF2. Bland-Altman (BA) plots were used to examine systematic bias between two devices. Equivalence testing was conducted to examine the equivalence between the FF and FF2. The FF2 had strong correlations with the FF in estimating SED and PA times. Compared to the FF, the FF2 yielded similar SED and PA estimates along with relatively low measurement discords and did not have significant systematic biases for SED and Moderate-to-vigorous PA estimates. Our findings suggest that researchers may choose FF2 as a measurement of SED and PA when FF is not available in the market during the longitudinal PA research.https://www.mdpi.com/1660-4601/18/5/2716sedentary behaviorphysical activityinter-device agreementepidemiological
collection DOAJ
language English
format Article
sources DOAJ
author Sunku Kwon
Ryan D. Burns
Youngwon Kim
Yang Bai
Wonwoo Byun
spellingShingle Sunku Kwon
Ryan D. Burns
Youngwon Kim
Yang Bai
Wonwoo Byun
Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical Activity
International Journal of Environmental Research and Public Health
sedentary behavior
physical activity
inter-device agreement
epidemiological
author_facet Sunku Kwon
Ryan D. Burns
Youngwon Kim
Yang Bai
Wonwoo Byun
author_sort Sunku Kwon
title Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical Activity
title_short Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical Activity
title_full Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical Activity
title_fullStr Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical Activity
title_full_unstemmed Inter-Device Agreement between Fitbit Flex 1 and 2 for Assessing Sedentary Behavior and Physical Activity
title_sort inter-device agreement between fitbit flex 1 and 2 for assessing sedentary behavior and physical activity
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-03-01
description This study examined the inter-model agreement between the Fitbit Flex (FF) and FF2 in estimating sedentary behavior (SED) and physical activity (PA) during a free-living condition. 33 healthy adults wore the FF and FF2 on non-dominant wrist for 14 consecutive days. After excluding sleep and non-wear time, data from the FF and FF2 was converted to the time spent (min/day) in SED and PA using a proprietary algorithm. Pearson’s correlation was used to evaluate the association between the estimates from FF and FF2. Mean absolute percent errors (MAPE) were used to examine differences and measurement agreement in SED and PA estimates between FF and FF2. Bland-Altman (BA) plots were used to examine systematic bias between two devices. Equivalence testing was conducted to examine the equivalence between the FF and FF2. The FF2 had strong correlations with the FF in estimating SED and PA times. Compared to the FF, the FF2 yielded similar SED and PA estimates along with relatively low measurement discords and did not have significant systematic biases for SED and Moderate-to-vigorous PA estimates. Our findings suggest that researchers may choose FF2 as a measurement of SED and PA when FF is not available in the market during the longitudinal PA research.
topic sedentary behavior
physical activity
inter-device agreement
epidemiological
url https://www.mdpi.com/1660-4601/18/5/2716
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