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Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling

The main objective of this study is to identify and develop a comprehensive model which estimates and evaluates the overall relations among the factors that lead to weight gain in children by using structural equation modeling. The proposed models in this study explore the connection among the socio...

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Autores principales: Kheirollahpour, Maryam, Shohaimi, Shamarina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4109107/
https://www.ncbi.nlm.nih.gov/pubmed/25097878
http://dx.doi.org/10.1155/2014/512148
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author Kheirollahpour, Maryam
Shohaimi, Shamarina
author_facet Kheirollahpour, Maryam
Shohaimi, Shamarina
author_sort Kheirollahpour, Maryam
collection PubMed
description The main objective of this study is to identify and develop a comprehensive model which estimates and evaluates the overall relations among the factors that lead to weight gain in children by using structural equation modeling. The proposed models in this study explore the connection among the socioeconomic status of the family, parental feeding practice, and physical activity. Six structural models were tested to identify the direct and indirect relationship between the socioeconomic status and parental feeding practice general level of physical activity, and weight status of children. Finally, a comprehensive model was devised to show how these factors relate to each other as well as to the body mass index (BMI) of the children simultaneously. Concerning the methodology of the current study, confirmatory factor analysis (CFA) was applied to reveal the hidden (secondary) effect of socioeconomic factors on feeding practice and ultimately on the weight status of the children and also to determine the degree of model fit. The comprehensive structural model tested in this study suggested that there are significant direct and indirect relationships among variables of interest. Moreover, the results suggest that parental feeding practice and physical activity are mediators in the structural model.
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spelling pubmed-41091072014-08-05 Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling Kheirollahpour, Maryam Shohaimi, Shamarina ScientificWorldJournal Research Article The main objective of this study is to identify and develop a comprehensive model which estimates and evaluates the overall relations among the factors that lead to weight gain in children by using structural equation modeling. The proposed models in this study explore the connection among the socioeconomic status of the family, parental feeding practice, and physical activity. Six structural models were tested to identify the direct and indirect relationship between the socioeconomic status and parental feeding practice general level of physical activity, and weight status of children. Finally, a comprehensive model was devised to show how these factors relate to each other as well as to the body mass index (BMI) of the children simultaneously. Concerning the methodology of the current study, confirmatory factor analysis (CFA) was applied to reveal the hidden (secondary) effect of socioeconomic factors on feeding practice and ultimately on the weight status of the children and also to determine the degree of model fit. The comprehensive structural model tested in this study suggested that there are significant direct and indirect relationships among variables of interest. Moreover, the results suggest that parental feeding practice and physical activity are mediators in the structural model. Hindawi Publishing Corporation 2014 2014-07-07 /pmc/articles/PMC4109107/ /pubmed/25097878 http://dx.doi.org/10.1155/2014/512148 Text en Copyright © 2014 M. Kheirollahpour and S. Shohaimi. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kheirollahpour, Maryam
Shohaimi, Shamarina
Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling
title Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling
title_full Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling
title_fullStr Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling
title_full_unstemmed Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling
title_short Dimensional Model for Estimating Factors influencing Childhood Obesity: Path Analysis Based Modeling
title_sort dimensional model for estimating factors influencing childhood obesity: path analysis based modeling
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4109107/
https://www.ncbi.nlm.nih.gov/pubmed/25097878
http://dx.doi.org/10.1155/2014/512148
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