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.
引用
收藏
页数:14
相关论文
共 32 条
  • [1] Validity and reliability of Fitbit activity monitors compared to ActiGraph GT3X+with female adults in a free-living environment
    Reid, Ryan E. R.
    Insogna, Jessica A.
    Carver, Tamara E.
    Comptour, Andrea M.
    Bewski, Nicole A.
    Sciortino, Cristina
    Andersen, Ross E.
    JOURNAL OF SCIENCE AND MEDICINE IN SPORT, 2017, 20 (06) : 578 - 582
  • [2] Reliability of the Actigraph GT3X+Accelerometer in Adults under Free-Living Conditions
    Aadland, Eivind
    Ylvisaker, Einar
    PLOS ONE, 2015, 10 (08):
  • [3] Estimating physical activity and sedentary behaviour in a free-living environment: A comparative study between Fitbit Charge 2 and Actigraph GT3X
    Mikkelsen, Marie-Louise K.
    Berg-Beckhoff, Gabriele
    Frederiksen, Peder
    Horgan, Graham
    O'Driscoll, Ruairi
    Palmeira, Antonio L.
    Scott, Sarah E.
    Stubbs, James
    Heitman, Berit L.
    Larsen, Sofus C.
    PLOS ONE, 2020, 15 (06):
  • [4] Calibration and validation of the ActiGraph GT3X+in 2-3 year olds
    Costa, Silvia
    Barber, Sally E.
    Cameron, Noel
    Clemes, Stacy A.
    JOURNAL OF SCIENCE AND MEDICINE IN SPORT, 2014, 17 (06) : 617 - 622
  • [5] Comparison of free-living physical activity measurements between ActiGraph GT3X-BT and Fitbit Charge 3 in young people with haemophilia
    Matlary, Ruth Elise D.
    Holme, Pal Andre
    Glosli, Heidi
    Rueegg, Corina Silvia
    Grydeland, May
    HAEMOPHILIA, 2022, 28 (06) : E172 - E180
  • [6] ActiGraph GT3X+cut-points for identifying sedentary behaviour in older adults in free-living environments
    Aguilar-Farias, Nicolas
    Brown, Wendy J.
    Peeters, G. M. E. E.
    JOURNAL OF SCIENCE AND MEDICINE IN SPORT, 2014, 17 (03) : 293 - 299
  • [7] Interinstrument Reliability of the ActiGraph GT3X+Ambulatory Activity Monitor During Free-Living Conditions in Adults
    Jarrett, Haydn
    Fitzgerald, Liam
    Routen, Ash C.
    JOURNAL OF PHYSICAL ACTIVITY & HEALTH, 2015, 12 (03): : 382 - 387
  • [8] Comparison of Physical Activity Measures Derived From the Fitbit Flex and the ActiGraph GT3X+in an Employee Population With Chronic Knee Symptoms
    Semanik, Pamela
    Lee, Jungwha
    Pellegrini, Christine A.
    Song, Jing
    Dunlop, Dorothy D.
    Chang, Rowland W.
    ACR OPEN RHEUMATOLOGY, 2020, 2 (01) : 48 - 52
  • [9] Comparison of Physical Activity Measures Derived from the Fitbit Flex and the Actigraph GT3x+in an Employee Population with Chronic Knee Symptoms
    Semanik, Pamela
    Lee, Julia
    Pellegrini, Christine
    Song, Jing
    Dunlop, Dorothy D.
    Chang, Rowland W.
    ARTHRITIS & RHEUMATOLOGY, 2018, 70
  • [10] Accuracy of steps measured by smartphones-based WeRun compared with ActiGraph-GT3X accelerometer in free-living conditions
    Yao, Qinqin
    Wang, Jing
    Sun, Yucong
    Zhang, Li
    Sun, Shuangyuan
    Cheng, Minna
    Yang, Qinping
    Wang, Siyuan
    Huang, Ling
    Lin, Tao
    Jia, Yingnan
    FRONTIERS IN PUBLIC HEALTH, 2022, 10