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Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study
BACKGROUND: Best-practice early interventions to increase physical activity (PA) in children with overweight and 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, the...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7218606/ https://www.ncbi.nlm.nih.gov/pubmed/32343251 http://dx.doi.org/10.2196/14841 |
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author | Migueles, Jairo H Cadenas-Sanchez, Cristina Aguiar, Elroy J Molina-Garcia, Pablo Solis-Urra, Patricio Mora-Gonzalez, Jose García-Mármol, Eduardo Shiroma, Eric J Labayen, Idoia Chillón, Palma Löf, Marie Tudor-Locke, Catrine Ortega, Francisco B |
author_facet | Migueles, Jairo H Cadenas-Sanchez, Cristina Aguiar, Elroy J Molina-Garcia, Pablo Solis-Urra, Patricio Mora-Gonzalez, Jose García-Mármol, Eduardo Shiroma, Eric J Labayen, Idoia Chillón, Palma Löf, Marie Tudor-Locke, Catrine Ortega, Francisco B |
author_sort | Migueles, Jairo H |
collection | PubMed |
description | BACKGROUND: Best-practice early interventions to increase physical activity (PA) in children with overweight and 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—as a proportion of total PA level—is performed by children who are overweight and obese in order to determine its utility as a public health strategy. OBJECTIVE: This study aimed to (1) investigate the proportion of overall PA indicators that are explained by step-based metrics and (2) study step accumulation patterns relative to achievement of public health recommendations in children who are overweight and obese. METHODS: A total of 105 overweight and obese children (mean 10.1 years of age [SD 1.1]; 43 girls) wore hip-worn accelerometers for 7 days. PA volumes were derived using the daily average of counts per 15 seconds, categorized using standard cut points for light-moderate-vigorous PA (LMVPA) and moderate-to-vigorous PA (MVPA). Derived step-based metrics included volume (steps/day), time in cadence bands, and peak 1-minute, 30-minute, and 60-minute cadences. RESULTS: Steps per day explained 66%, 40%, and 74% of variance for counts per 15 seconds, LMVPA, and MVPA, respectively. The variance explained was increased up to 80%, 92%, and 77% by including specific cadence bands and peak cadences. Children meeting the World Health Organization recommendation of 60 minutes per day of MVPA spent less time at zero cadence and more time in cadence bands representing sporadic movement to brisk walking (ie, 20-119 steps/min) than their less-active peers. CONCLUSIONS: Step-based metrics, including steps per day and various cadence-based metrics, seem to capture a large proportion of PA for children who are overweight and obese. Given the availability of pedometers, step-based metrics could be useful in discriminating between those children who do or do not achieve MVPA recommendations. TRIAL REGISTRATION: ClinicalTrials.gov NCT02295072; https://clinicaltrials.gov/ct2/show/NCT02295072 |
format | Online Article Text |
id | pubmed-7218606 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-72186062020-05-18 Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study Migueles, Jairo H Cadenas-Sanchez, Cristina Aguiar, Elroy J Molina-Garcia, Pablo Solis-Urra, Patricio Mora-Gonzalez, Jose García-Mármol, Eduardo Shiroma, Eric J Labayen, Idoia Chillón, Palma Löf, Marie Tudor-Locke, Catrine Ortega, Francisco B JMIR Mhealth Uhealth Original Paper BACKGROUND: Best-practice early interventions to increase physical activity (PA) in children with overweight and 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—as a proportion of total PA level—is performed by children who are overweight and obese in order to determine its utility as a public health strategy. OBJECTIVE: This study aimed to (1) investigate the proportion of overall PA indicators that are explained by step-based metrics and (2) study step accumulation patterns relative to achievement of public health recommendations in children who are overweight and obese. METHODS: A total of 105 overweight and obese children (mean 10.1 years of age [SD 1.1]; 43 girls) wore hip-worn accelerometers for 7 days. PA volumes were derived using the daily average of counts per 15 seconds, categorized using standard cut points for light-moderate-vigorous PA (LMVPA) and moderate-to-vigorous PA (MVPA). Derived step-based metrics included volume (steps/day), time in cadence bands, and peak 1-minute, 30-minute, and 60-minute cadences. RESULTS: Steps per day explained 66%, 40%, and 74% of variance for counts per 15 seconds, LMVPA, and MVPA, respectively. The variance explained was increased up to 80%, 92%, and 77% by including specific cadence bands and peak cadences. Children meeting the World Health Organization recommendation of 60 minutes per day of MVPA spent less time at zero cadence and more time in cadence bands representing sporadic movement to brisk walking (ie, 20-119 steps/min) than their less-active peers. CONCLUSIONS: Step-based metrics, including steps per day and various cadence-based metrics, seem to capture a large proportion of PA for children who are overweight and obese. Given the availability of pedometers, step-based metrics could be useful in discriminating between those children who do or do not achieve MVPA recommendations. TRIAL REGISTRATION: ClinicalTrials.gov NCT02295072; https://clinicaltrials.gov/ct2/show/NCT02295072 JMIR Publications 2020-04-28 /pmc/articles/PMC7218606/ /pubmed/32343251 http://dx.doi.org/10.2196/14841 Text en ©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. Originally published in JMIR mHealth and uHealth (http://mhealth.jmir.org), 28.04.2020. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on http://mhealth.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Migueles, Jairo H Cadenas-Sanchez, Cristina Aguiar, Elroy J Molina-Garcia, Pablo Solis-Urra, Patricio Mora-Gonzalez, Jose García-Mármol, Eduardo Shiroma, Eric J Labayen, Idoia Chillón, Palma Löf, Marie Tudor-Locke, Catrine Ortega, Francisco B Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study |
title | Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study |
title_full | Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study |
title_fullStr | Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study |
title_full_unstemmed | Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study |
title_short | Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study |
title_sort | step-based metrics and overall physical activity in children with overweight or obesity: cross-sectional study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7218606/ https://www.ncbi.nlm.nih.gov/pubmed/32343251 http://dx.doi.org/10.2196/14841 |
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