Validity of FitBit, Jawbone UP, Nike plus and other wearable devices for level and stair walking

被引:78
作者
Huang, Yangjian [1 ]
Xu, Junkai [1 ]
Yu, Bo [1 ]
Shull, Peter B. [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Mech Engn, State Key Lab Mech Syst & Vibrat, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Pedometers; Accelerometers; Validation Physical activity; PEDOMETER ACCURACY; PHYSICAL-ACTIVITY; ACTIVITY MONITORS; SELF-REPORT; DISTANCE; RELIABILITY; DISEASE; WEIGHT; HEIGHT; IMPACT;
D O I
10.1016/j.gaitpost.2016.04.025
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: Increased physical activity can provide numerous health benefits. The relationship between physical activity and health assumes reliable activity measurements including step count and distance traveled. This study assessed step count and distance accuracy for Nike+ FuelBand, Jawbone UP 24, Fitbit One, Fitbit Flex, Fitbit Zip, Garmin Vivofit, Yamax CW-701, and Omron HJ-321 during level, upstairs, and downstairs walking in healthy adults. Methods: Forty subjects walked on flat ground (400 m), upstairs (176 steps), and downstairs (176 steps), and a subset of 10 subjects performed treadmill walking trials to assess the influence of walking speed on accuracy. Activity monitor measured step count and distance values were compared with actual step count (determined from video recordings) and distance to determine accuracy. Results: For level walking, step count errors in Yamax CW-701, Fitbit Zip, Fitbit One, Omron HJ-321, and Jawbone UP 24 were within 1% and distance errors in Fitbit Zip and Yamax CW-701 were within 5%. Garmin Vivofit and Omron HJ-321 were the most accurate in estimating step count for stairs with errors less than 4%. An important finding is that all activity monitors overestimated distance for stair walking by at least 45%. Conclusion: In general, there were not accuracy differences among activity monitors for stair walking. Accuracy did not change between moderate and fast walking speeds, though slow walking increased errors for some activity monitors. Nike+ FuelBand was the least accurate step count estimator during all walking tasks. Caution should be taken when interpreting step count and distance estimates for activities involving stairs. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:36 / 41
页数:6
相关论文
共 30 条
[1]  
[Anonymous], 2008, PART SOIL SURVEY ARE, P1
[2]  
Ayabe M, 2008, J SPORT SCI MED, V7, P249
[3]   Validity and reliability issues in objective monitoring of physical activity [J].
Bassett, DR .
RESEARCH QUARTERLY FOR EXERCISE AND SPORT, 2000, 71 (02) :S30-S36
[4]   Accuracy of five electronic pedometers for measuring distance walked [J].
Bassett, DR ;
Ainsworth, BE ;
Leggett, SR ;
Mathien, CA ;
Main, JA ;
Hunter, DC ;
Duncan, GE .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 1996, 28 (08) :1071-1077
[5]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[6]   Spring-levered versus piezo-electric pedometer accuracy in overweight and obese adults [J].
Crouter, SE ;
Schneider, PL ;
Bassett, DR .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2005, 37 (10) :1673-1679
[7]   Evaluation of Activity Monitors in Controlled and Free-Living Environments [J].
Feito, Yuri ;
Bassett, David R. ;
Thompson, Dixie L. .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2012, 44 (04) :733-741
[8]   Accuracy of 2 Activity Monitors in Detecting Steps in People With Stroke and Traumatic Brain Injury [J].
Fulk, George D. ;
Combs, Stephanie A. ;
Danks, Kelly A. ;
Nirider, Coby D. ;
Raja, Bhavana ;
Reisman, Darcy S. .
PHYSICAL THERAPY, 2014, 94 (02) :222-229
[9]   Step Counting and Energy Expenditure Estimation in Patients With Chronic Obstructive Pulmonary Disease and Healthy Elderly: Accuracy of 2 Motion Sensors [J].
Furlanetto, Karina C. ;
Bisca, Gianna W. ;
Oldemberg, Nicoli ;
Sant'Anna, Thais J. ;
Morakami, Fernanda K. ;
Camillo, Carlos A. ;
Cavalheri, Vinicius ;
Hernandes, Nidia A. ;
Probst, Vanessa S. ;
Ramos, Ercy M. ;
Brunetto, Antonio F. ;
Pitta, Fabio .
ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2010, 91 (02) :261-267
[10]   The validity of two Omron pedometers during treadmill walking is speed dependent [J].
Giannakidou, Dimitra M. ;
Kambas, Antonis ;
Ageloussis, Nikolaos ;
Fatouros, Ioannis ;
Christoforidis, Christos ;
Venetsanou, Fotini ;
Douroudos, Ioannis ;
Taxildaris, Kyriakos .
EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2012, 112 (01) :49-57