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Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling
The main purpose of the current article is to introduce a framework of the complexity of childhood obesity based on the family environment. A conceptual model that quantifies the relationships and interactions among parental socioeconomic status, family food security level, child’s food intake and c...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5334735/ https://www.ncbi.nlm.nih.gov/pubmed/28208833 http://dx.doi.org/10.3390/ijerph14020181 |
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author | Huang, Hui Wan Mohamed Radzi, Che Wan Jasimah bt Salarzadeh Jenatabadi, Hashem |
author_facet | Huang, Hui Wan Mohamed Radzi, Che Wan Jasimah bt Salarzadeh Jenatabadi, Hashem |
author_sort | Huang, Hui |
collection | PubMed |
description | The main purpose of the current article is to introduce a framework of the complexity of childhood obesity based on the family environment. A conceptual model that quantifies the relationships and interactions among parental socioeconomic status, family food security level, child’s food intake and certain aspects of parental feeding behaviour is presented using the structural equation modeling (SEM) concept. Structural models are analysed in terms of the direct and indirect connections among latent and measurement variables that lead to the child weight indicator. To illustrate the accuracy, fit, reliability and validity of the introduced framework, real data collected from 630 families from Urumqi (Xinjiang, China) were considered. The framework includes two categories of data comprising the normal body mass index (BMI) range and obesity data. The comparison analysis between two models provides some evidence that in obesity modeling, obesity data must be extracted from the dataset and analysis must be done separately from the normal BMI range. This study may be helpful for researchers interested in childhood obesity modeling based on family environment. |
format | Online Article Text |
id | pubmed-5334735 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-53347352017-03-16 Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling Huang, Hui Wan Mohamed Radzi, Che Wan Jasimah bt Salarzadeh Jenatabadi, Hashem Int J Environ Res Public Health Article The main purpose of the current article is to introduce a framework of the complexity of childhood obesity based on the family environment. A conceptual model that quantifies the relationships and interactions among parental socioeconomic status, family food security level, child’s food intake and certain aspects of parental feeding behaviour is presented using the structural equation modeling (SEM) concept. Structural models are analysed in terms of the direct and indirect connections among latent and measurement variables that lead to the child weight indicator. To illustrate the accuracy, fit, reliability and validity of the introduced framework, real data collected from 630 families from Urumqi (Xinjiang, China) were considered. The framework includes two categories of data comprising the normal body mass index (BMI) range and obesity data. The comparison analysis between two models provides some evidence that in obesity modeling, obesity data must be extracted from the dataset and analysis must be done separately from the normal BMI range. This study may be helpful for researchers interested in childhood obesity modeling based on family environment. MDPI 2017-02-13 2017-02 /pmc/articles/PMC5334735/ /pubmed/28208833 http://dx.doi.org/10.3390/ijerph14020181 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Huang, Hui Wan Mohamed Radzi, Che Wan Jasimah bt Salarzadeh Jenatabadi, Hashem Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling |
title | Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling |
title_full | Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling |
title_fullStr | Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling |
title_full_unstemmed | Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling |
title_short | Family Environment and Childhood Obesity: A New Framework with Structural Equation Modeling |
title_sort | family environment and childhood obesity: a new framework with structural equation modeling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5334735/ https://www.ncbi.nlm.nih.gov/pubmed/28208833 http://dx.doi.org/10.3390/ijerph14020181 |
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