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Accepted for/Published in: JMIR mHealth and uHealth

Date Submitted: May 28, 2019
Open Peer Review Period: May 31, 2019 - Jul 26, 2019
Date Accepted: Dec 16, 2019
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study

Migueles JH, Cadenas-Sanchez C, Aguiar EJ, Molina-Garcia P, Solis-Urra P, Mora-Gonzalez J, García-Mármol E, Shiroma EJ, Labayen I, Chillón P, Löf M, Tudor-Locke C, Ortega FB

Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study

JMIR Mhealth Uhealth 2020;8(4):e14841

DOI: 10.2196/14841

PMID: 32343251

PMCID: 7218606

Step-based metrics and overall physical activity in children with overweight/obesity: Cross-sectional study

  • Jairo H. Migueles; 
  • Cristina Cadenas-Sanchez; 
  • Elroy J. Aguiar; 
  • Pablo Molina-Garcia; 
  • Patricio Solis-Urra; 
  • Jose Mora-Gonzalez; 
  • Eduardo García-Mármol; 
  • Eric J. Shiroma; 
  • Idoia Labayen; 
  • Palma Chillón; 
  • Marie Löf; 
  • Catrine Tudor-Locke; 
  • Francisco B. Ortega

ABSTRACT

Background:

Best practice early interventions to increment physical activity in children with overweight/obesity should be both feasible and evidence-based. Walking is a basic human movement pattern that is practical, cost-effective and does not require complex movement skills. However, there is still a need to investigate how much walking is performed by children with overweight/obesity (as proportion of total PA level) in order to determine its utility as a public health strategy.

Objective:

This study aimed to: 1) investigate the proportion of overall physical activity (PA) indicators that are explained by step-based metrics; and, 2) to study step accumulation patterns relative to achievement of public health recommendations in children with overweight/obesity.

Methods:

One-hundred and five overweight/obese children (10±1 year, 43 girls) were assessed with hip-worn accelerometers for 7 days. Counts/15s were used to derive overall PA indicators (i.e., daily average of counts/15s, light-to-vigorous PA [LMVPA], and moderate-to-vigorous PA [MVPA]). Step-based metrics included volume (steps/day) and intensity (cadence bands and peak 1, 30 and 60-min cadences).

Results:

Steps/day explained 66%, 40% and 74% of variance for counts/15s, LMVPA and MVPA, respectively. The variance explained was increased up to 80%, 92% and 77% by including specific cadence bands and peak cadences. Children who achieved the recommended 60 min/day of MVPA spent less time in zero cadence and more time in cadence bands representing sporadic movement to brisk walking (20-120 steps/min) than their less-active peers.

Conclusions:

Step-based metrics, including steps/day and various cadence-based indicators, seem to capture a large proportion of PA for children with overweight/obesity. Given the affordability of pedometers, step-based metrics could be useful for discriminating between those children who do or do not achieve MVPA recommendations. Clinical Trial: NCT02295072


 Citation

Please cite as:

Migueles JH, Cadenas-Sanchez C, Aguiar EJ, Molina-Garcia P, Solis-Urra P, Mora-Gonzalez J, García-Mármol E, Shiroma EJ, Labayen I, Chillón P, Löf M, Tudor-Locke C, Ortega FB

Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study

JMIR Mhealth Uhealth 2020;8(4):e14841

DOI: 10.2196/14841

PMID: 32343251

PMCID: 7218606

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