Predicting chinese children and youth's energy expenditure using actigraph accelerometers: A calibration and cross-validation study

Research Quarterly for Exercise and Sport

Volumn 84, Issue SUPPL. 2, 2013, Pages

  Zhu, Zheng ^a   Chen, Peijie ^a   Zhuang, Jie ^a  

^a SHANGHAI UNIVERSITY OF SPORT   (China)

Author keywords

Cross cultural; Physical activity; Regression; Validation

Indexed keywords

ACCELEROMETRY; ADOLESCENT; ARTICLE; CALIBRATION; CALORIMETRY; CHILD; CHINA; ENERGY METABOLISM; EQUIPMENT; FEMALE; HEALTH BEHAVIOR; HEALTH SURVEY; HUMAN; MALE; MOTOR ACTIVITY; RANDOMIZATION; REGRESSION ANALYSIS; VALIDATION STUDY;

ACCELEROMETRY; ADOLESCENT; CALIBRATION; CALORIMETRY, INDIRECT; CHILD; CHINA; ENERGY METABOLISM; FEMALE; HEALTH BEHAVIOR; HEALTH SURVEYS; HUMANS; MALE; MOTOR ACTIVITY; RANDOM ALLOCATION; REGRESSION ANALYSIS;

EID: 84896907315     PISSN: 02701367     EISSN: 21683824     Source Type: Journal    
DOI: 10.1080/02701367.2013.850989     Document Type: Article

References (16)

1. Alhassan, S., Lyden, K., Howe, C., Kozey Keadle, S., Nwaokelemeh, O., & Freedson, P. S. (2012). Accuracy of accelerometer regression models in predicting energy expenditure and METs in children and youth. Pediatric Exercise Science, 24, 519-536.
2. Eisenmann, J. C., Strath, S. J., Shadrich, D., Rigsby, P., Hirsch, N., & Jacobson, L. (2004). Validity of uniaxial accelerometry during activities of daily living in children. European Journal of Applied Physiology, 91, 259-263.
3. Freedson, P., Pober, D., & Janz, K. F. (2005). Calibration of accelerometer output for children. Medicine & Science in Sports & Exercise, 37(Suppl. 11), S523-S530.
4. Harrell, J. S., McMurray, R. G., Baggett, C. D., Pennell, M. L., Pearce, P. F., & Bangdiwala, S. I. (2005). Energy costs of physical activities in children and adolescents. Medicine & Science in Sports & Exercise, 37, 329-336.
5. Mattocks, C., Leary, S., Ness, A., Deere, K., Saunders, J., Tilling, K., Riddoch, C. (2007). Calibration of an accelerometer during free-living activities in children. International Journal of Pediatric Obesity, 2, 218-226.
6. Puyau, M. R., Adolph, A. L., Vohra, F. A., & Butte, N. F. (2002). Validation and calibration of physical activity monitors in children. Obesity Research, 10, 150-157.
7. Reilly, J. J., Kelly, L. A., Montgomery, C., Jackson, D. M., Slater, C., Grant, S., & Paton, J. Y. (2006). Validation of ActiGraph accelerometer estimates of total energy expenditure in young children. International Journal of Pediatric Obesity, 1, 161-167.
8. Riner, W., & Sellhorst, S. H. (2013). Physical activity and exercise in children with chronic health conditions. Journal of Sport and Health Science, 2, 12-20.
9. Schmitz, K. H., Treuth, M., Hannan, P., McMurray, R., Ring, K. B., Catellier, D., & Pate, R. (2005). Predicting energy expenditure from accelerometry counts in adolescent girls. Medicine & Science in Sports & Exercise, 37, 155-161.
10. Sirard, J. R., & Pate, R. R. (2001). Physical activity assessment in children and adolescents. Sports Medicine, 31, 439-454.
11. Song, Y., Zhang, X., Ma, J., Zhang, B., Hu, P. J., & Dong, B. (2012). Behavioral risk factors for overweight and obesity among Chinese primary and middle school students in 2010. Zhonghua Yu Fang Yi Xue Za Zhi, 46, 789-795.
12. Treuth, M. S., Schmitz, K., Catellier, D. J., McMurray, R. G., Murray, D. M., Almeida, M. J., Pate, R. (2004). Defining accelerometer thresholds for activity intensities in adolescent girls. Medicine & Science in Sports & Exercise, 36, 1259-1266.
13. Trost, S. G., Ward, D. S., Moorehead, S. M., Watson, P. D., Riner, W., & Burke, J. R. (1998). Validity of the Computer Science and Applications (CSA) activity monitor in children. Medicine & Science in Sports & Exercise, 30, 629-633.
14. Trost, S. G., Way, R., & Okely, A. D. (2005). Predictive validity of three ActiGraph energy expenditure equations for children. Medicine & Science in Sports & Exercise, 38, 380-387.
15. Weir, J. B. (1949). New methods for calculating metabolic rate with special reference to protein metabolism. The Journal of Physiology, 109, 1-9.
16. Zhu, Z., Chen, P., & Zhuang, J. (this supplement). Intensity classification accuracy of accelerometer-measured physical activities in Chinese children and youth. Research Quarterly for Exercise and Sport, 84 (Suppl. 2