Actigraph GT3X: Validation and Determination of Physical Activity Intensity Cut Points

被引:273
作者
Santos-Lozano, A. [1 ,2 ]
Santin-Medeiros, F. [2 ]
Cardon, G. [3 ]
Torres-Luque, G. [4 ]
Bailon, R. [5 ,6 ]
Bergmeir, C. [7 ]
Ruiz, J. R. [8 ]
Lucia, A. [9 ]
Garatachea, N. [2 ]
机构
[1] Univ Leon, Fac Hlth Sci, Dept Biomed Sci, E-24071 Leon, Spain
[2] Univ Zaragoza, Dept Physiote & Nursing, Huesca 22001, Spain
[3] Univ Ghent, Dept Movement & Sports Sci, B-9000 Ghent, Belgium
[4] Univ Jaen, Fac Sci Educ, Jaen, Spain
[5] Univ Zaragoza, IIS Aragon, Aragon Inst Engn Res I3A, E-50009 Zaragoza, Spain
[6] CIBER Bioingn Biomat & Nanomed CIBER BBN, Madrid, Spain
[7] Univ Granada, ETS Ingn Informat & Telecomunicac, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
[8] Univ Granada, E-18071 Granada, Spain
[9] Univ Europea Madrid, Madrid, Spain
关键词
activity monitor; physical activity intensity; energy expenditure; ESTIMATING ENERGY-EXPENDITURE; ACTIVITY MONITORS; TRIAXIAL ACCELEROMETER; 2-REGRESSION MODEL; OLDER-ADULTS; ACTICAL ACCELEROMETER; CALIBRATION; CHILDREN; MODERATE; OUTPUT;
D O I
10.1055/s-0033-1337945
中图分类号
G8 [体育];
学科分类号
04 ; 0403 ;
摘要
The aims of this study were: to compare energy expenditure (EE) estimated from the existing GT3X accelerometer equations and EE measured with indirect calorimetry; to define new equations for EE estimation with the GT3X in youth, adults and older people; and to define GT3X vector magnitude (VM) cut points allowing to classify PA intensity in the aforementioned age-groups. The study comprised 31 youth, 31 adults and 35 older people. Participants wore the GT3X (setup: 1-s epoch) over their right hip during 6 conditions of 10-min duration each: resting, treadmill walking/running at 3,5,7, and 9km<bold></bold>h(-1), and repeated sit-stands (30times<bold></bold>min(-1)). The GT3X proved to be a good tool to predict EE in youth and adults (able to discriminate between the aforementioned conditions), but not in the elderly. We defined the following equations: for all age-groups combined, EE (METs)=2.7406+0.00056<bold></bold>VM activity counts (counts<bold></bold>min(-1))-0.008542<bold></bold>age (years)-0.01380<bold></bold> body mass (kg); for youth, METs=1.546618+0.000658<bold></bold>VM activity counts (counts<bold></bold>min(-1)); for adults, METs=2.8323+0.00054<bold></bold>VM activity counts (counts<bold></bold>min(-1))-0.059123<bold></bold>body mass (kg)+1.4410<bold></bold>gender (women=1, men=2); and for the elderly, METs=2.5878+0.00047<bold></bold>VM activity counts (counts<bold></bold>min(-1))-0.6453<bold></bold>gender (women=1, men=2). Activity counts derived from the VM yielded a more accurate EE estimation than those derived from the Y-axis. The GT3X represents a step forward in triaxial technology estimating EE. However, age-specific equations must be used to ensure the correct use of this device.
引用
收藏
页码:975 / 982
页数:8
相关论文
共 44 条
[1]  
Abel MG, 2008, APPL PHYSIOL NUTR ME, V33, P1155, DOI [10.1139/h08-103, 10.1139/H08-103]
[2]   Performance characteristics of gas analysis systems: What we know and what we need to know [J].
Atkinson, G ;
Davison, RCR ;
Nevill, AM .
INTERNATIONAL JOURNAL OF SPORTS MEDICINE, 2005, 26 :S2-S10
[3]  
Atkinson G., 2013, International Journal of Sports Medicine, V32, P819
[4]   Validity of four motion sensors in measuring moderate intensity physical activity [J].
Bassett, DR ;
Ainsworth, BE ;
Swartz, AM ;
Strath, SJ ;
O'Brien, WL ;
King, GA .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2000, 32 (09) :S471-S480
[5]  
Bergmeir C, 2012, J STAT SOFTW, P46
[6]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[7]  
BOUTEN CV, 1994, MED SCI SPORT EXER, V26, P1516
[8]   Assessing Physical Activity Using Wearable Monitors: Measures of Physical Activity [J].
Butte, Nancy F. ;
Ekelund, Ulf ;
Westerterp, Klaas R. .
MEDICINE & SCIENCE IN SPORTS & EXERCISE, 2012, 44 :S5-S12
[9]  
CareFusion C, 2009, JAEG OX PRO MAN
[10]   Improving energy expenditure estimation by using a triaxial accelerometer [J].
Chen, KY ;
Sun, M .
JOURNAL OF APPLIED PHYSIOLOGY, 1997, 83 (06) :2112-2122