Validation of the Fitbit Charge 2 compared to the ActiGraph GT3X+in older adults with knee osteoarthritis in free-living conditions

被引:31
|
作者
Collins, Jamie E. [1 ,2 ,3 ]
Yang, Heidi Y. [1 ,2 ]
Trentadue, Taylor P. [1 ,2 ]
Gong, Yusi [1 ,2 ]
Losina, Elena [1 ,2 ,3 ,4 ,5 ]
机构
[1] Brigham & Womens Hosp, Orthopaed & Arthrit Ctr Outcomes Res, 75 Francis St, Boston, MA 02115 USA
[2] Brigham & Womens Hosp, Policy & Innovat eValuat Orthopaed Treatments PIV, Dept Orthopaed Surg, 75 Francis St, Boston, MA 02115 USA
[3] Harvard Med Sch, Boston, MA USA
[4] Brigham & Womens Hosp, Div Rheumatol Immunol & Allergy, 75 Francis St, Boston, MA 02115 USA
[5] Boston Univ, Dept Biostat, Sch Publ Hlth, Boston, MA USA
来源
PLOS ONE | 2019年 / 14卷 / 01期
关键词
QUALITY-OF-LIFE; PHYSICAL-ACTIVITY; ACTIVITY MONITORS; CONSUMER-LEVEL; UNITED-STATES; WALKING; VALIDITY; HIP; ARTHRITIS; STEPS;
D O I
10.1371/journal.pone.0211231
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
Objective To evaluate physical activity (PA) and sedentary time in subjects with knee osteoarthritis (OA) measured by the Fitbit Charge 2 (Fitbit) and a wrist-worn ActiGraph GT3X+ (AGW) compared to the hip-worn ActiGraph (AGH). Design We recruited a cohort of subjects with knee OA from rheumatology clinics. Subjects wore the AGH for four weeks, AGW for two weeks, and Fitbit for two weeks over a four-week study period. We collected accelerometer counts (ActiGraphs) and steps (ActiGraphs, Fitbit) and calculated time spent in sedentary, light, and moderate-to-vigorous activity. We used triaxial PA intensity count cut-points from the literature for ActiGraph and a stride length-based cadence algorithm to categorize Fitbit PA. We compared Fitbit wear times calculated from a step-based algorithm and a novel algorithm that incorporates steps and heart rate (HR). Results We enrolled 15 subjects (67% female, mean age 68 years). Relative to AGH, Fitbit, on average, overestimated steps by 39% and sedentary time by 37% and underestimated MVPA by 5 minutes. Relative to AGH, AGW overestimated steps 116%, underestimated sedentary time by 66%, and captured 281 additional MVPA minutes. The step-based wear time Fitbit algorithm captured 14% less wear time than the HR-based algorithm. Conclusions Fitbit overestimates steps and underestimates MVPA in knee OA subjects. Cut-offs validated for AGW should be developed to support the use of AGW for PA assessment. The HR-based Fitbit algorithm captured more wear time than the step-based algorithm. These data provide critical insight for researchers planning to use commercially-available accelerometers in pragmatic studies.
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页数:14
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