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
  • [21] Localized Multi-Site Knee Bioimpedance as a Predictor for Knee Osteoarthritis Associated Pain Within Older Adults During Free-Living
    Critcher, Shelby
    Parmelee, Patricia
    Freeborn, Todd J.
    IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY, 2023, 4 : 1 - 10
  • [22] Validation of automatic wear-time detection algorithms in a free-living setting of wrist-worn and hip-worn ActiGraph GT3X+
    Raphael Knaier
    Christoph Höchsmann
    Denis Infanger
    Timo Hinrichs
    Arno Schmidt-Trucksäss
    BMC Public Health, 19
  • [23] Validation of automatic wear-time detection algorithms in a free-living setting of wrist-worn and hip-worn ActiGraph GT3X+
    Knaier, Raphael
    Hoechsmann, Christoph
    Infanger, Denis
    Hinrichs, Timo
    Schmidt-Trucksaess, Arno
    BMC PUBLIC HEALTH, 2019, 19 (1)
  • [24] Assessing Physical Activity and Sedentary Behavior under Free-Living Conditions: Comparison of Active Style Pro HJA-350IT and ActiGraph™ GT3X+
    Yano, Shohei
    Koohsari, Mohammad Javad
    Shibata, Ai
    Ishii, Kaori
    Mavoa, Suzanne
    Oka, Koichiro
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 16 (17)
  • [25] Comparison of Sleep and Physical Activity Metrics From Wrist-Worn ActiGraph wGT3X-BT and GT9X Accelerometers During Free-Living in Adults
    Buchan, Duncan S.
    JOURNAL FOR THE MEASUREMENT OF PHYSICAL BEHAVIOUR, 2024, 7 (01) : 13 - 13
  • [26] Wear compliance, sedentary behaviour and activity in free-living children from hip-and wrist-mounted ActiGraph GT3X+accelerometers
    McLellan, Gillian
    Arthur, Rosie
    Buchan, Duncan S.
    JOURNAL OF SPORTS SCIENCES, 2018, 36 (21) : 2424 - 2430
  • [27] Wear compliance, sedentary behaviour and activity in free-living children from hip-and wrist-mounted ActiGraph GT3X+accelerometers
    McLellan, Gillian
    Buchan, Duncan
    Arthur, Rosie
    JOURNAL OF PHYSICAL ACTIVITY & HEALTH, 2018, 15 (10): : S218 - S219
  • [28] Comparison of GT3X Accelerometer and YAMAX Pedometer Steps/Day in a Free-Living Sample of Overweight and Obese Adults
    Barreira, Tiago V.
    Tudor-Locke, Catrine
    Champagne, Catherine M.
    Broyles, Stephanie T.
    Johnson, William D.
    Katzmarzyk, Peter T.
    JOURNAL OF PHYSICAL ACTIVITY & HEALTH, 2013, 10 (02): : 263 - 270
  • [29] Generation and validation of ActiGraph GT3X+accelerometer cut-points for assessing physical activity intensity in older adults. The OUTDOOR ACTIVE validation study
    Bammann, Karin
    Thomson, Nicola K.
    Albrecht, Birte Marie
    Buchan, Duncan S.
    Easton, Chris
    PLOS ONE, 2021, 16 (06):
  • [30] Validity of GT3X and Actiheart to estimate sedentary time and breaks using ActivPAL as the reference in free-living conditions
    Judice, Pedro B.
    Santos, Diana A.
    Hamilton, Marc T.
    Sardinha, Luis B.
    Silva, Analiza M.
    GAIT & POSTURE, 2015, 41 (04) : 917 - 922