Calibration and cross-validation of a wrist-worn Actigraph in young preschoolers

Pediatr Obes. 2015 Feb;10(1):1-6. doi: 10.1111/j.2047-6310.2013.00213.x. Epub 2014 Jan 10.

Abstract

Objective: To calibrate the Actigraph GT3X+ accelerometer for wrist-worn placement in young preschoolers by developing intensity thresholds for sedentary, low- and high-intensity physical activity. Furthermore, to cross-validate the developed thresholds in young preschoolers.

Methods: Actigraph GT3X+ was used to measure physical activity during structured activities and free play in 38 children (15-36 months). Activity was video recorded and scored into sedentary, low- and high-intensity physical activity based on Children's Activity Rating Scale (CARS) and combined with accelerometer data using a 5 s epoch. Receiver operating characteristic analysis was used to develop intensity thresholds in 26 randomly selected children. The remaining 12 children were used for cross-validation.

Results: Intensity thresholds for sedentary were ≤89 vertical counts (Y) and ≤221 vector magnitude (VM) counts per 5 s and ≥440 Y counts and ≥730 VM counts per 5 s for high-intensity physical activity. Sensitivity and specificity were 60-100% for the developed intensity thresholds. Strong correlations (Spearman rank correlation 0.69-0.91) were found in the cross-validation sample between the developed thresholds for the accelerometer and CARS scoring time in all intensity categories.

Conclusion: The developed intensity thresholds appear valid to categorize sedentary behaviour and physical activity intensity categories in children 2 years of age.

Keywords: Accelerometry; children; physical activity; toddler.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Actigraphy / instrumentation*
  • Calibration
  • Child, Preschool
  • Feasibility Studies
  • Female
  • Humans
  • Male
  • Monitoring, Ambulatory / instrumentation*
  • Motor Activity
  • Pediatric Obesity / prevention & control*
  • Play and Playthings
  • Reproducibility of Results
  • Sedentary Behavior
  • Sensitivity and Specificity
  • Sweden / epidemiology
  • Time Factors
  • Wrist