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

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  • Jamie E Collins
  • Heidi Y Yang
  • Taylor P Trentadue
  • Yusi Gong
  • Elena Losina

Abstract

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.

Suggested Citation

  • Jamie E Collins & Heidi Y Yang & Taylor P Trentadue & Yusi Gong & Elena Losina, 2019. "Validation of the Fitbit Charge 2 compared to the ActiGraph GT3X+ in older adults with knee osteoarthritis in free-living conditions," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-14, January.
  • Handle: RePEc:plo:pone00:0211231
    DOI: 10.1371/journal.pone.0211231
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    Cited by:

    1. Yang Bai & Connie Tompkins & Nancy Gell & Dakota Dione & Tao Zhang & Wonwoo Byun, 2021. "Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-12, May.

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