Predictive validity and classification accuracy of actigraph energy expenditure equations and cut-points in young children

PLoS ONE

Volumn 8, Issue 11, 2013, Pages

  Janssen, Xanne ^a   Cliff, Dylan P ^a   Reilly, John J ^b   Hinkley, Trina ^c   Jones, Rachel A ^a   Batterham, Marijka ^a   Ekelund, Ulf ^d,e   Brage, Søren ^e   Okely, Anthony D ^a  

^a UNIVERSITY OF WOLLONGONG   (Australia)

^b UNIVERSITY OF STRATHCLYDE   (United Kingdom)

^c DEAKIN UNIVERSITY   (Australia)

^d NORWEGIAN SCHOOL OF SPORT SCIENCES   (Norway)

^e ADDENBROOKE S HOSPITAL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELEROMETER; ACCURACY; ARTICLE; CALORIMETER; CHILD; CLASSIFICATION ACCURACY; COMPARATIVE STUDY; CONTROLLED STUDY; ENERGY EXPENDITURE; EVENSON CUT POINT; FEMALE; HUMAN; HUMAN EXPERIMENT; LIGHT INTENSITY PHYSICAL ACTIVITY; MALE; MATHEMATICAL COMPUTING; MODERATE TO VIGOROUS INTENSITY PHYSICAL ACTIVITY; NORMAL HUMAN; OBSERVATIONAL METHOD; OXYGEN CONSUMPTION; PATE CUT POINT; PATE EQUATION; PHYSICAL ACTIVITY; PREDICTIVE VALIDITY; PUYAU CUT POINT; PUYAU EQUATION; REFERENCE VALUE; REILLY CUT POINT; SIRARD CUT POINT; SITTING; VALIDATION STUDY; VAN CAUWENBERGHE CUT POINT;

ADOLESCENT; CHILD; CHILD, PRESCHOOL; ENERGY METABOLISM; FEMALE; HUMANS; MALE; MODELS, BIOLOGICAL;

EID: 84893025667     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0079124     Document Type: Article

References (34)

1. Beets MW, Bornstein D, Dowda M, Pate RR (2011) Compliance With National Guidelines for Physical Activity in U.S. Preschoolers: Measurement and Interpretation. Pediatrics 127: 658-664.
2. Cliff DP, Reilly JJ, Okely AD (2009) Methodological considerations in using accelerometers to assess habitual physical activity in children aged 0-5 years. J Sci Med Sport 12: 557-567.
3. Hinkley T, Salmon J, Okely AD, Crawford D, Hesketh K (2012) Preschoolers Physical Activity, Screen Time, and Compliance with Recommendations. Med Sci Sports Exerc 44: 458-465.
4. Pate RR, Almeida MJ, McIver KL, Pfeiffer KA, Dowda M (2006) Validation and calibration of an accelerometer in preschool children. Obesity 14: 2000-2006.
5. Puyau MR, Adolph AL, Vohra FA, Butte NF (2002) Validation and calibration of physical activity monitors in children. Obes Res 10: 150-157.
6. Evenson KR, Catellier DJ, Gill K, Ondrak KS, McMurray RG (2008) Calibration of two objective measures of physical activity for children. J Sports Sci 26: 1557-1565.
7. Reilly JJ, Coyle J, Kelly L, Burke G, Grant S, et al. (2003) An Objective Method for Measurement of Sedentary Behavior in 3- to 4-Year Olds. Obesity 11: 1155-1158.
8. Sirard JR, Trost SG, Pfeiffer KA, Dowda M, Pate RR (2005) Calibration and evaluation of an objective measure of physical activity in preschool children. J Phys Act Health 2: 345-357.
9. Van Cauwenberghe E, Trost SG, De Bourdeaudhuij I, Cardon G (2011) Calibration and comparison of accelerometer cut points in preschool children. Int J Pediatr Obes 6: e582-e589.
10. Cliff DP, Okely AD (2007) Comparison of two sets of accelerometer cut-off points for calculating moderate-to-vigorous physical activity in young children. J Phys Act Health 4: 509-513.
11. Reilly JJ, Penpraze V, Hislop J, Davies G, Grant S, et al. (2008) Objective measurement of physical activity and sedentary behaviour: review with new data. Arch Dis Child 93: 614-619.
12. Janssen X, Cliff DP, Okely AD, Jones RA, Batterham M, et al. (2013) Practical utility and reliability of whole-room calorimetery in young children. Br J Nutr 109: 1917-1922.
13. Schoffelen PFM, Westerterp KR, Saris WHM, Ten Hoor F (1997) A dual-respiration chamber system with automated calibration. J Appl Physiol 83: 2064-2072.
14. Weir JB (1949) New methods for calculating metabolic rate with special reference to protein metabolism. J Physiol 109: 1-9.
15. Schofield WN (1985) Predicting basal metabolic rate, new standards and review of previous work. Hum Nutr Clin Nutr 39: 5-41.
16. DuRant RH, Baranowski T, Puhl J, Rhodes T (1993) Evaluation of the Children's Activity Rating Scale (CARS) in young children. Med Sci Sports Exerc 25: 1415-1421.
17. De Bock F, Menze J, Becker S, Litaker D, Fischer J, et al. (2010) Combining Accelerometry and HR for Assessing Preschoolers' Physical Activity. Med Sci Sports Exerc 42: 2237-2243.
18. Puhl J, Greaves K, Hoyt M, Baranowski T (1990) Children's Physical Activity Rating Scale (CARS): description and calibration. Res Q Exerc Sport 61: 26-36.
19. Fisher A, Reilly JJ, Kelly LA, Montgomery C, Williamson A, et al. (2005) Fundamental movement skills and habitual physical activity in young children. Med Sci Sports Exerc 37: 684.
20. Reilly JJ, Jackson DM, Montgomery C, Kelly LA, Slater C, et al. (2004) Total energy expenditure and physical activity in young Scottish children: mixed longitudinal study. The Lancet 363: 211-212.
21. Reilly JJ, Kelly L, Montgomery C, Williamson A, Fisher A, et al. (2006) Physical activity to prevent obesity in young children: cluster randomised controlled trial. BMJ 333: 1041.
22. Trost SG, Loprinzi PD, Moore R, Pfeiffer KA (2011) Comparison of accelerometer cut points for predicting activity intensity in youth. Med Sci Sports Exerc 43: 1360-1368.
23. Metz CE (1978) Basic principles of ROC analysis. Seminars in Nuclear Medicine 8: 283-298.
24. Reilly JJ, Kelly LA, Montgomery C, Jackson DM, Slater C, et al. (2006) Validation of Actigraph accelerometer estimates of total energy expenditure in young children. Int J Pediatr Obes 1: 161-167.
25. Trost SG, Fees BS, Haar SJ, Murray AD, Crowe LK (2012) Identification and Validity of Accelerometer Cut-Points for Toddlers. Obesity 20: 2317-2319.
26. Trost SG (2007) State of the Art Reviews: Measurement of Physical Activity in Children and Adolescents. Am J Lifestyle Med 1: 299-314.
27. Martin A, McNeil M, Penpraze V, Dall P, Granat M, et al. (2011) Objective measurement of habitual sedentary behavior in pre-school children: comparison of activPAL with actigraph monitors. Pediatr Exerc Sci 23: 468-476.
28. Harrell JS, McMurray RG, Baggett CD, Pennell ML, Pearce PF, et al. (2005) Energy costs of physical activities in children and adolescents. Med Sci Sports Exerc 37: 329-336.
29. Ridley K, Olds TS (2008) Assigning energy costs to activities in children: a review and synthesis. Med Sci Sports Exerc 40: 1439-1446.
30. Hislop J, Bulley C, Mercer TH, Reilly JJ (2012) Comparison of accelerometry Cut Points for physical activity and sedentary Behavior in Preschool Children: a validation study. Pediatr Exerc Sci 24: 563-576.
31. Firouzbakhsh S, Mathis RK, Dorchester WL, Oseas RS, Groncy PK, et al. (1993) Measured resting energy expenditure in children. J Pediatr Gastroenterol Nutr 16: 136-142.
32. Trost SG, Way R, Okely AD (2006) Predictive Validity of Three ActiGraph Energy Expenditure Equations for Children. Med Sci Sports Exerc 38: 380-387.
33. Bassett DRJ, Rowlands A, Trost SG (2012) Calibration and Validation of Wearable Monitors. Med Sci Sports Exerc 44: 32-38.
34. Cole TJ, Bellizzi MC, Flegal KM, Dietz WH (2000) Establishing a standard definition for child overweight and obesity worldwide: international survey. BMJ 320: 1240-1243.