Monica Prajapati , Xuedi Li , Kaylyssa Philip , Charles D.G. Keown-Stoneman , Jessica A. Omand , Alice Charach , Katherine T. Cost , Laura M. Kinlin , Leigh M. Vanderloo , Magdalena Janus , Jonathon L. Maguire , Catherine S. Birken , The TARGet Kids! Collaboration
{"title":"The association between learning models and child health behaviours during the COVID-19 pandemic","authors":"Monica Prajapati , Xuedi Li , Kaylyssa Philip , Charles D.G. Keown-Stoneman , Jessica A. Omand , Alice Charach , Katherine T. Cost , Laura M. Kinlin , Leigh M. Vanderloo , Magdalena Janus , Jonathon L. Maguire , Catherine S. Birken , The TARGet Kids! Collaboration","doi":"10.1016/j.pmedr.2025.103071","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>This paper aimed to explore the association between school learning models (virtual vs. in-person) and child health behaviours (daily screen time, physical activity, outdoor time, sleep duration, and sleep onset time) during COVID-19, and whether these associations were modified by child's age, sex, and family income.</div></div><div><h3>Methods</h3><div>A longitudinal cohort study was conducted among children four to 13 years from the TARGet Kids! COVID-19 Study of Children and Families between November 2020 and July 2022. TARGet Kids! is a primary care research network in Ontario, Canada. Data on sociodemographic characteristics, child school learning models and health behaviours were collected from repeated parent-reported questionnaires. Linear mixed effects models were fit adjusting for confounders identified <em>a priori.</em></div></div><div><h3>Results</h3><div>A total of 367 children [51 % male; 7.3 (± 2.2) years] with 779 observations on school learning model were included. Compared to in-person learning, virtual learning was associated with higher daily screen time (0.22 h; 95 % CI 0.03, 0.40), higher outdoor time (0.71 h; 95 % CI 0.56, 0.86), higher physical activity (0.64 h; 95 % CI 0.44, 0.85), and a later sleep onset time (0.22 h; 95 % CI 0.15, 0.28). Older children had higher daily outdoor time, girls had a later sleep onset time and children with a family income greater than $150,000 reported higher daily physical activity.</div></div><div><h3>Conclusions</h3><div>Virtual learning was associated with higher daily screen time, outdoor time and physical activity, and later sleep onset time during the pandemic.</div></div>","PeriodicalId":38066,"journal":{"name":"Preventive Medicine Reports","volume":"54 ","pages":"Article 103071"},"PeriodicalIF":2.4000,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Preventive Medicine Reports","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S221133552500110X","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
Objective
This paper aimed to explore the association between school learning models (virtual vs. in-person) and child health behaviours (daily screen time, physical activity, outdoor time, sleep duration, and sleep onset time) during COVID-19, and whether these associations were modified by child's age, sex, and family income.
Methods
A longitudinal cohort study was conducted among children four to 13 years from the TARGet Kids! COVID-19 Study of Children and Families between November 2020 and July 2022. TARGet Kids! is a primary care research network in Ontario, Canada. Data on sociodemographic characteristics, child school learning models and health behaviours were collected from repeated parent-reported questionnaires. Linear mixed effects models were fit adjusting for confounders identified a priori.
Results
A total of 367 children [51 % male; 7.3 (± 2.2) years] with 779 observations on school learning model were included. Compared to in-person learning, virtual learning was associated with higher daily screen time (0.22 h; 95 % CI 0.03, 0.40), higher outdoor time (0.71 h; 95 % CI 0.56, 0.86), higher physical activity (0.64 h; 95 % CI 0.44, 0.85), and a later sleep onset time (0.22 h; 95 % CI 0.15, 0.28). Older children had higher daily outdoor time, girls had a later sleep onset time and children with a family income greater than $150,000 reported higher daily physical activity.
Conclusions
Virtual learning was associated with higher daily screen time, outdoor time and physical activity, and later sleep onset time during the pandemic.