Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation models

Abstract Background Guided by the Socialization Model of Child Behavior (SMCB), this cross-sectional study examined direct and indirect associations of parental cognitions and behavior, the home and neighborhood environment, and toddlers’ personal attributes with toddlers’ physical activity and scre...

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Main Authors: Eun-Young Lee, Kylie D. Hesketh, Ryan E. Rhodes, Christina M. Rinaldi, John C. Spence, Valerie Carson
Format: Article
Language:English
Published: BMC 2018-02-01
Series:International Journal of Behavioral Nutrition and Physical Activity
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12966-018-0649-5
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spelling doaj-90c7d30240994ce0a281409d7e5de52e2020-11-24T21:21:42ZengBMCInternational Journal of Behavioral Nutrition and Physical Activity1479-58682018-02-0115111410.1186/s12966-018-0649-5Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation modelsEun-Young Lee0Kylie D. Hesketh1Ryan E. Rhodes2Christina M. Rinaldi3John C. Spence4Valerie Carson5Faculty of Kinesiology, Sport, and Recreation, University of AlbertaInstitute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Faculty of Health, Deakin UniversitySchool of Exercise Science, Physical and Health Education, University of VictoriaDepartment of Educational Psychology, Faculty of Education, University of AlbertaFaculty of Kinesiology, Sport, and Recreation, University of AlbertaFaculty of Kinesiology, Sport, and Recreation, University of AlbertaAbstract Background Guided by the Socialization Model of Child Behavior (SMCB), this cross-sectional study examined direct and indirect associations of parental cognitions and behavior, the home and neighborhood environment, and toddlers’ personal attributes with toddlers’ physical activity and screen time. Methods Participants included 193 toddlers (1.6 ± 0.2 years) from the Parents’ Role in Establishing healthy Physical activity and Sedentary behavior habits (PREPS) project. Toddlers’ screen time and personal attributes, physical activity- or screen time-specific parental cognitions and behaviors, and the home and neighborhood environment were measured via parental-report using the PREPS questionnaire. Accelerometry-measured physical activity was available in 123 toddlers. Bayesian estimation in structural equation modeling (SEM) using the Markov Chain Monte Carlo algorithm was performed to test an SMCB hypothesized model. Covariates included toddlers’ age, sex, race/ethnicity, main type of childcare, and family household income. Results In the SMCB hypothesized screen time model, higher parental barrier self-efficacy for limiting toddlers’ screen time was associated with higher parental screen time limiting practices (β = 0.451), while higher parental negative outcome expectations for limiting toddlers’ screen time was associated with lower parental screen time limiting practices (β = − 0.147). In turn, higher parental screen time limiting practices was associated with lower screen time among toddlers (β = − 0.179). Parental modeling of higher screen time was associated with higher screen time among toddlers directly (β = 0.212) and indirectly through the home environment. Specifically, higher screen time among parents was associated with having at least one electronic device in toddlers’ bedrooms (β = 0.146) and, in turn, having electronics in the bedroom, compared to none, was associated with higher screen time among toddlers (β = 0.250). Neighborhood safety was not associated with toddlers’ screen time in the SEM analysis. No significant correlations were observed between the SMCB variables and toddlers’ physical activity; thus, no further analyses were performed for physical activity. Conclusions Parents and their interactions with the home environment may play an important role in shaping toddlers’ screen time. Findings can inform family-based interventions aiming to minimize toddlers’ screen time. Future research is needed to identify correlates of toddlers’ physical activity.http://link.springer.com/article/10.1186/s12966-018-0649-5Screen time limitsParental modelingBarrier self-efficacyOutcome expectationsBayesian theoremSocialization model of child behavior
collection DOAJ
language English
format Article
sources DOAJ
author Eun-Young Lee
Kylie D. Hesketh
Ryan E. Rhodes
Christina M. Rinaldi
John C. Spence
Valerie Carson
spellingShingle Eun-Young Lee
Kylie D. Hesketh
Ryan E. Rhodes
Christina M. Rinaldi
John C. Spence
Valerie Carson
Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation models
International Journal of Behavioral Nutrition and Physical Activity
Screen time limits
Parental modeling
Barrier self-efficacy
Outcome expectations
Bayesian theorem
Socialization model of child behavior
author_facet Eun-Young Lee
Kylie D. Hesketh
Ryan E. Rhodes
Christina M. Rinaldi
John C. Spence
Valerie Carson
author_sort Eun-Young Lee
title Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation models
title_short Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation models
title_full Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation models
title_fullStr Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation models
title_full_unstemmed Role of parental and environmental characteristics in toddlers’ physical activity and screen time: Bayesian analysis of structural equation models
title_sort role of parental and environmental characteristics in toddlers’ physical activity and screen time: bayesian analysis of structural equation models
publisher BMC
series International Journal of Behavioral Nutrition and Physical Activity
issn 1479-5868
publishDate 2018-02-01
description Abstract Background Guided by the Socialization Model of Child Behavior (SMCB), this cross-sectional study examined direct and indirect associations of parental cognitions and behavior, the home and neighborhood environment, and toddlers’ personal attributes with toddlers’ physical activity and screen time. Methods Participants included 193 toddlers (1.6 ± 0.2 years) from the Parents’ Role in Establishing healthy Physical activity and Sedentary behavior habits (PREPS) project. Toddlers’ screen time and personal attributes, physical activity- or screen time-specific parental cognitions and behaviors, and the home and neighborhood environment were measured via parental-report using the PREPS questionnaire. Accelerometry-measured physical activity was available in 123 toddlers. Bayesian estimation in structural equation modeling (SEM) using the Markov Chain Monte Carlo algorithm was performed to test an SMCB hypothesized model. Covariates included toddlers’ age, sex, race/ethnicity, main type of childcare, and family household income. Results In the SMCB hypothesized screen time model, higher parental barrier self-efficacy for limiting toddlers’ screen time was associated with higher parental screen time limiting practices (β = 0.451), while higher parental negative outcome expectations for limiting toddlers’ screen time was associated with lower parental screen time limiting practices (β = − 0.147). In turn, higher parental screen time limiting practices was associated with lower screen time among toddlers (β = − 0.179). Parental modeling of higher screen time was associated with higher screen time among toddlers directly (β = 0.212) and indirectly through the home environment. Specifically, higher screen time among parents was associated with having at least one electronic device in toddlers’ bedrooms (β = 0.146) and, in turn, having electronics in the bedroom, compared to none, was associated with higher screen time among toddlers (β = 0.250). Neighborhood safety was not associated with toddlers’ screen time in the SEM analysis. No significant correlations were observed between the SMCB variables and toddlers’ physical activity; thus, no further analyses were performed for physical activity. Conclusions Parents and their interactions with the home environment may play an important role in shaping toddlers’ screen time. Findings can inform family-based interventions aiming to minimize toddlers’ screen time. Future research is needed to identify correlates of toddlers’ physical activity.
topic Screen time limits
Parental modeling
Barrier self-efficacy
Outcome expectations
Bayesian theorem
Socialization model of child behavior
url http://link.springer.com/article/10.1186/s12966-018-0649-5
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