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
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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":"{\"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}","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
摘要
目的探讨COVID-19期间学校学习模式(虚拟与面对面)与儿童健康行为(每日屏幕时间、身体活动、户外时间、睡眠持续时间和睡眠开始时间)之间的关系,以及这些关系是否受到儿童年龄、性别和家庭收入的影响。方法采用纵向队列研究对目标儿童中心4 ~ 13岁的儿童进行研究。2020年11月至2022年7月儿童和家庭COVID-19研究。目标的孩子啊!是加拿大安大略省的一个初级保健研究网络。从家长重复报告的问卷中收集社会人口特征、儿童学校学习模式和健康行为的数据。线性混合效应模型拟合调整了先验识别的混杂因素。结果患儿367例,男占51%;7.3(±2.2)年],共纳入779例学校学习模型观察。与面对面学习相比,虚拟学习与更高的每日屏幕时间相关(0.22小时;95% CI 0.03, 0.40),户外时间较长(0.71 h;95% CI 0.56, 0.86),较高的体力活动(0.64 h;95% CI 0.44, 0.85)和较晚的睡眠开始时间(0.22 h;95% ci 0.15, 0.28)。年龄较大的儿童每天的户外活动时间更长,女孩的睡眠时间更晚,家庭收入超过15万美元的儿童每天的体育锻炼时间更长。结论虚拟学习与流感大流行期间每天屏幕时间、户外活动时间和身体活动时间增加以及睡眠时间推迟有关。
The association between learning models and child health behaviours during the COVID-19 pandemic
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.