title: Comparisons of prediction equations for estimating energy expenditure in youth.
abstract: OBJECTIVE
  The purpose of this study was to compare the validity of Actigraph 2-regression models (2RM) and 1-regression models (1RM) for estimation of EE in children.
  
  
  METHODS
  The study used a cross-sectional design with criterion estimates from a metabolic cart.
  
  
  METHODS
  A total of 59 children (7-13yrs) performed 12 activities (randomly selected from a set of 24 activities) for 5min each, while being concurrently measured with an Actigraph GT3X and indirect calorimetry. METRMR (MET considering one's resting metabolic rate) for the GT3X was estimated applying 2RM with vector magnitude (VM2RM) and vertical axis (VA2RM), and four standard 1RMs. The validity of the 2RMs and 1RMs was evaluated using 95% equivalence testing and mean absolute percent error (MAPE).
  
  
  RESULTS
  For the group-level comparison, equivalence testing revealed that the 90% confidence intervals for all 2RMs and 1RMs were outside of the equivalence zone (range: 3.63, 4.43) for indirect calorimetry. When comparing the individual activities, VM2RM produced smaller MAPEs (range: 14.5-45.3%) than VA2RM (range, 15.5-58.1%) and 1RMs (range, 14.5-75.1%) for most of the light and moderate activities.
  
  
  CONCLUSIONS
  None of the 2RMs and 1RMs were equivalent to indirect calorimetry. The 2RMs showed smaller individual-level errors than the 1RMs.
authors.affiliation: Department of Kinesiology, Iowa State University, USA. Electronic address: myungshingo@gmail.com.
authors.forename: Youngwon
authors.initials: Y
authors.lastname: Kim
authors.affiliation: Department of Kinesiology, Recreation, and Sport Studies, University of Tennessee, USA.
authors.forename: Scott E
authors.initials: SE
authors.lastname: Crouter
authors.affiliation: School of Health, Physical Education and Recreation, University of Nebraska, USA.
authors.forename: Jung-Min
authors.initials: JM
authors.lastname: Lee
authors.affiliation: Department of Statistics, Iowa State University, USA.
authors.forename: Phillip M
authors.initials: PM
authors.lastname: Dixon
authors.affiliation: School of Nutrition & Health Promotion, Arizona State University, USA.
authors.forename: Glenn A
authors.initials: GA
authors.lastname: Gaesser
authors.affiliation: Department of Kinesiology, Iowa State University, USA.
authors.forename: Gregory J
authors.initials: GJ
authors.lastname: Welk
mesh_terms: D056044:Actigraphy; D000293:Adolescent; D000465:Algorithms; D002153:Calorimetry, Indirect; D002648:Child; D003430:Cross-Sectional Studies; D004734:Energy Metabolism; D005260:Female; D006801:Humans; D008297:Male; D012044:Regression Analysis
keywords: Accelerometer; Calibration; Children; Physical fitness; Public health; Validation studies