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Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis
Physical activity is important for children’s health, but moderate to vigorous physical activity (MVPA) declines with age. COVID-19 lockdowns resulted in reduced MVPA and increased sedentary time among children. Characterising children’s activity patterns may help identify groups who are most likely...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681209/ https://www.ncbi.nlm.nih.gov/pubmed/38011119 http://dx.doi.org/10.1371/journal.pone.0289344 |
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author | Salway, Ruth de Vocht, Frank Emm-Collison, Lydia Sansum, Kate House, Danielle Walker, Robert Breheny, Katie Williams, Joanna G. Hollingworth, William Jago, Russell |
author_facet | Salway, Ruth de Vocht, Frank Emm-Collison, Lydia Sansum, Kate House, Danielle Walker, Robert Breheny, Katie Williams, Joanna G. Hollingworth, William Jago, Russell |
author_sort | Salway, Ruth |
collection | PubMed |
description | Physical activity is important for children’s health, but moderate to vigorous physical activity (MVPA) declines with age. COVID-19 lockdowns resulted in reduced MVPA and increased sedentary time among children. Characterising children’s activity patterns may help identify groups who are most likely to be inactive post-lockdown. Data were combined from a pre-COVID-19 cohort study on children aged 5–6 years (Year1: n = 1299), 8–9 years (Year4: n = 1223) and 10–11 years (Year6: n = 1296) and cross-sectional post-lockdown data from a natural experiment on 10-11-year-olds in 2021 (Year6-W1: n = 393) and 2022 (Year6-W2: n = 436). The proportions of time spent in MVPA, light physical activity (LPA) and sedentary time on weekdays and weekends were derived from accelerometer data. Latent class analysis was used to identify activity profiles pre and post-lockdown, and estimate pre-COVID-19 transitions between Year4 and Year6. We identified six pre-COVID-19 activity profiles in Year6, including a new profile characterised by very low MVPA and high sedentary time (19% of children). There was substantial movement between profiles at Year4 and Year6, with 45% moving to a profile with lower MVPA. Likelihood ratio tests suggested differences in Year6 activity profiles pre and post-lockdown, with a new post-lockdown profile emerging characterised by higher LPA. The percentage of children in the least active profiles (where under 20% meet UK physical activity guidelines), rose post-lockdown, from 34% pre-COVID-19 to 50% in 2021 and 40% in 2022. We also saw gender and socioeconomic gaps widen, and increased separation between high and low physical activity levels. Children’s physical activity has changed post-COVID-19, in terms of who is being active and how. The impact varies by activity profile, which is influenced by gender and socio-economic position. A greater understanding of these differences and targeting of low active groups is needed to increase both individual and population levels of physical activity. |
format | Online Article Text |
id | pubmed-10681209 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-106812092023-11-27 Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis Salway, Ruth de Vocht, Frank Emm-Collison, Lydia Sansum, Kate House, Danielle Walker, Robert Breheny, Katie Williams, Joanna G. Hollingworth, William Jago, Russell PLoS One Research Article Physical activity is important for children’s health, but moderate to vigorous physical activity (MVPA) declines with age. COVID-19 lockdowns resulted in reduced MVPA and increased sedentary time among children. Characterising children’s activity patterns may help identify groups who are most likely to be inactive post-lockdown. Data were combined from a pre-COVID-19 cohort study on children aged 5–6 years (Year1: n = 1299), 8–9 years (Year4: n = 1223) and 10–11 years (Year6: n = 1296) and cross-sectional post-lockdown data from a natural experiment on 10-11-year-olds in 2021 (Year6-W1: n = 393) and 2022 (Year6-W2: n = 436). The proportions of time spent in MVPA, light physical activity (LPA) and sedentary time on weekdays and weekends were derived from accelerometer data. Latent class analysis was used to identify activity profiles pre and post-lockdown, and estimate pre-COVID-19 transitions between Year4 and Year6. We identified six pre-COVID-19 activity profiles in Year6, including a new profile characterised by very low MVPA and high sedentary time (19% of children). There was substantial movement between profiles at Year4 and Year6, with 45% moving to a profile with lower MVPA. Likelihood ratio tests suggested differences in Year6 activity profiles pre and post-lockdown, with a new post-lockdown profile emerging characterised by higher LPA. The percentage of children in the least active profiles (where under 20% meet UK physical activity guidelines), rose post-lockdown, from 34% pre-COVID-19 to 50% in 2021 and 40% in 2022. We also saw gender and socioeconomic gaps widen, and increased separation between high and low physical activity levels. Children’s physical activity has changed post-COVID-19, in terms of who is being active and how. The impact varies by activity profile, which is influenced by gender and socio-economic position. A greater understanding of these differences and targeting of low active groups is needed to increase both individual and population levels of physical activity. Public Library of Science 2023-11-27 /pmc/articles/PMC10681209/ /pubmed/38011119 http://dx.doi.org/10.1371/journal.pone.0289344 Text en © 2023 Salway et al 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 author and source are credited. |
spellingShingle | Research Article Salway, Ruth de Vocht, Frank Emm-Collison, Lydia Sansum, Kate House, Danielle Walker, Robert Breheny, Katie Williams, Joanna G. Hollingworth, William Jago, Russell Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis |
title | Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis |
title_full | Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis |
title_fullStr | Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis |
title_full_unstemmed | Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis |
title_short | Comparison of children’s physical activity profiles before and after COVID-19 lockdowns: A latent profile analysis |
title_sort | comparison of children’s physical activity profiles before and after covid-19 lockdowns: a latent profile analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681209/ https://www.ncbi.nlm.nih.gov/pubmed/38011119 http://dx.doi.org/10.1371/journal.pone.0289344 |
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