Validity and Reliability of Fitbit Flex for Step Count, Moderate to Vigorous Physical Activity and Activity Energy Expenditure

被引:95
|
作者
Sushames, Ashleigh [1 ,2 ]
Edwards, Andrew [1 ,3 ]
Thompson, Fintan [2 ]
McDermott, Robyn [2 ]
Gebel, Klaus [2 ,4 ]
机构
[1] James Cook Univ, Coll Healthcare Sci, Cairns, Qld, Australia
[2] James Cook Univ, Coll Publ Hlth Med & Vet Sci, Ctr Chron Dis Prevent, Cairns, Qld, Australia
[3] Univ St Mark & St John, Fac Sport & Hlth Sci, Plymouth, Devon, England
[4] Univ Sydney, Sydney Sch Publ Hlth, Prevent Res Collaborat, Sydney, NSW, Australia
来源
PLOS ONE | 2016年 / 11卷 / 09期
关键词
ACTIVITY MONITORS; ACCELEROMETER; CALIBRATION; VALIDATION;
D O I
10.1371/journal.pone.0161224
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objectives To examine the validity and reliability of the Fitbit Flex against direct observation for measuring steps in the laboratory and against the Actigraph for step counts in free-living conditions and for moderate-to-vigorous physical activity (MVPA) and activity energy expenditure (AEE) overall. Methods Twenty-five adults (12 females, 13 males) wore a Fitbit Flex and an Actigraph GT3X+ during a laboratory based protocol (including walking, incline walking, running and stepping) and free-living conditions during a single day period to examine measurement of steps, AEE and MVPA. Twenty-four of the participants attended a second session using the same protocol. Results Intraclass correlations (ICC) for test-retest reliability of the Fitbit Flex were strong for walking (ICC = 0.57), moderate for stair stepping (ICC = 0.34), and weak for incline walking (ICC = 0.22) and jogging (ICC = 0.26). The Fitbit significantly undercounted walking steps in the laboratory (absolute proportional difference: 21.2%, 95%CI 13.0-29.4%), but it was more accurate, despite slightly over counting, for both jogging (6.4%, 95%CI 3.7-9.0%) and stair stepping (15.5%, 95%CI 10.1-20.9%). The Fitbit had higher coefficients of variation (C-v) for step counts compared to direct observation and the Actigraph. In free-living conditions, the average MVPA minutes were lower in the Fitbit (35.4 minutes) compared to the Actigraph (54.6 minutes), but AEE was greater from the Fitbit (808.1 calories) versus the Actigraph (538.9 calories). The coefficients of variation were similar for AEE for the Actigraph (C-v = 36.0) and Fitbit (C-v = 35.0), but lower in the Actigraph (C-v = 25.5) for MVPA against the Fitbit (C-v = 32.7). Conclusion The Fitbit Flex has moderate validity for measuring physical activity relative to direct observation and the Actigraph. Test-rest reliability of the Fitbit was dependant on activity type and had greater variation between sessions compared to the Actigraph. Physical activity surveillance studies using the Fitbit Flex should consider the potential effect of measurement reactivity and undercounting of steps.
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页数:14
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