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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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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. |
format | Online Article Text |
id | pubmed-4109107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kheirollahpourmaryam dimensionalmodelforestimatingfactorsinfluencingchildhoodobesitypathanalysisbasedmodeling AT shohaimishamarina dimensionalmodelforestimatingfactorsinfluencingchildhoodobesitypathanalysisbasedmodeling |