The use of the intensity gradient and average acceleration metrics to explore associations with BMI z-score in children

J Sports Sci. 2019 Dec;37(23):2751-2758. doi: 10.1080/02640414.2019.1664536. Epub 2019 Sep 10.

Abstract

This study used the intensity gradient (IG) and average acceleration metrics to describe children's activity profiles and explore associations with body mass index (BMI) z-score. Two hundred and forty-six children (n = 138 girls) aged 9.6 ± 1.4 years wore a wrist-mounted ActiGraph wGT3X-BT accelerometer for 7 days on their non-dominant wrist. Physical activity (PA) metrics captured included: the IG which describes the intensity distribution of accelerations across the 24 h monitoring period; average acceleration which provides a measure of the volume of activity; total moderate-to-vigorous PA (MVPA) and inactive time. Acceleration was averaged over 5s epochs. Finally, BMI z-score was calculated for each participant. Average acceleration was negatively associated with BMI z-score (p < 0.05) independent of age and gender but not IG. The IG was negatively associated with BMI z-score independent of potential correlates and average acceleration. Total MVPA was not associated with BMI-z score. The IG and average acceleration metrics may be used to explore the independent or cumulative effects of the volume and intensity distribution of activity upon measures of health and well-being in children to inform specific activity recommendations.

Keywords: ActiGraph; accelerometer; activity metrics; raw acceleration; wrist-worn.

MeSH terms

  • Acceleration
  • Actigraphy / instrumentation
  • Body Mass Index*
  • Child
  • Cross-Sectional Studies
  • Exercise / physiology*
  • Female
  • Fitness Trackers
  • Humans
  • Male
  • Regression Analysis
  • Running / physiology
  • Sedentary Behavior
  • Walking Speed / physiology