Cross-validation of Actigraph derived accelerometer cut-points for assessment of sedentary behaviour and physical activity in children aged 8-11 years

被引:6
作者
Duncan, Michael J. [1 ]
Eyre, Emma L. J. [1 ]
Cox, Val [1 ]
Roscoe, Clare M. P. [2 ]
Faghy, Mark A. [2 ]
Tallis, Jason [1 ]
Dobell, Alexandra [1 ]
机构
[1] Coventry Univ, Sch Life Sci, Coventry, W Midlands, England
[2] Univ Derby, Sch Human Sci, Derby, England
关键词
cut-points; indirect calorimetry; energy expenditure; motor skills; OPERATING CHARACTERISTIC CURVES; CALIBRATION; CLASSIFICATION;
D O I
10.1111/apa.15189
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Aim To cross-validate previously calibrated Actigraph cut-points in children. Methods Twenty-eight children (50% boys) aged between 8 and 11 years of age (9.4 +/- 1.4 years) performed a series of 5 minute bouts of activity reflective of different levels of PA from sedentary behaviour (SB) to moderate to vigorous physical activity (MVPA);V & x2d9;O(2)was assessed using breath-by-breath indirect calorimetry, and activity was assessed using Actigraph accelerometers worn on the hip and non-dominant wrist. TheV & x2d9;O(2)values were then converted into age-specific METs (measured METs) and coded as SB, light PA and MVPA. Accelerometer data were analysed using previously calibrated cut-points at different epochs, that is 5, 15, 30 and 60 seconds. Results Receiver operating characteristic (ROC) curve analysis indicated that there was excellent discrimination of SB using the Evenson et al (15 seconds), Romanzini (15 seconds), Treuth et al (30 seconds), Freedson et al (60 seconds), Treuth et al (60 seconds) and Troiano et al (60 seconds) cut-points. ROC analysis indicated poor discrimination for LPA irrespective of the cut-points used. Good discrimination of MVPA was evident for all existing cut-points using a 60-second epoch. Conclusion There is considerable variation in the performance of existing cut-points for assessment of SB, LPA and MPA in children.
引用
收藏
页码:1825 / 1830
页数:6
相关论文
共 27 条
[1]   Physical activity and clustered cardiovascular risk in children: a cross-sectional study (The European Youth Heart Study) [J].
Andersen, Lars Bo ;
Harro, Maarike ;
Sardinha, Luis B. ;
Froberg, Karsten ;
Ekelund, Ulf ;
Brage, Soren ;
Anderssen, Sigmund Alfred .
LANCET, 2006, 368 (9532) :299-304
[2]   Classification of physical activity intensities using a wrist-worn accelerometer in 8-12-year-old children [J].
Chandler, J. L. ;
Brazendale, K. ;
Beets, M. W. ;
Mealing, B. A. .
PEDIATRIC OBESITY, 2016, 11 (02) :120-127
[3]   Estimating physical activity in youth using an ankle accelerometer [J].
Crouter, Scott E. ;
Oody, Jennifer Flynn ;
Bassett, David R., Jr. .
JOURNAL OF SPORTS SCIENCES, 2018, 36 (19) :2265-2271
[4]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[5]   Estimating Physical Activity in Children Aged 8-11 Years Using Accelerometry: Contributions From Fundamental Movement Skills and Different Accelerometer Placements [J].
Duncan, Michael J. ;
Roscoe, Clare M. P. ;
Faghy, Mark ;
Tallis, Jason ;
Eyre, Emma L. J. .
FRONTIERS IN PHYSIOLOGY, 2019, 10
[6]   Validation of the Phillips et al. GENEActiv accelerometer wrist cut-points in children aged 5-8 years old [J].
Duncan, Michael J. ;
Wilson, Susie ;
Tallis, Jason ;
Eyre, Emma .
EUROPEAN JOURNAL OF PEDIATRICS, 2016, 175 (12) :2019-2021
[7]   Validation of the GENEA Accelerometer [J].
Esliger, Dale W. ;
Rowlands, Ann V. ;
Hurst, Tina L. ;
Catt, Michael ;
Murray, Peter ;
Eston, Roger G. .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2011, 43 (06) :1085-1093
[8]   Calibration of two objective measures of physical activity for children [J].
Evenson, Kelly R. ;
Catellier, Diane J. ;
Gill, Karminder ;
Ondrak, Kristin S. ;
McMurray, Robert G. .
JOURNAL OF SPORTS SCIENCES, 2008, 26 (14) :1557-1565
[9]   Calibration of accelerometer output for children [J].
Freedson, P ;
Pober, D ;
Janz, KF .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2005, 37 (11) :S523-S530
[10]   Energy costs of physical activities in children and adolescents [J].
Harrell, JS ;
Mcmurray, RG ;
Baggett, CD ;
Pennell, ML ;
Pearce, PF ;
Bangdiwala, SI .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2005, 37 (02) :329-336