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Dimensional model for estimating factors influencing childhood obesity: path analysis based modeling.

Kheirollahpour M, Shohaimi S - ScientificWorldJournal (2014)

Bottom Line: 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.

View Article: PubMed Central - PubMed

Affiliation: The Department of Biology, Faculty of Science, University Putra Malaysia, 43400 Serdang, Selangor, Malaysia.

ABSTRACT
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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Standardized path coefficients and residual variance in the fifth model.
© Copyright Policy - open-access
Related In: Results  -  Collection


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fig11: Standardized path coefficients and residual variance in the fifth model.

Mentions: Result of Figure 11 indicated that there was a significant negative relationship between physical activity and weight status of children (β = −0.46, P < 0.05). Clearly children who were more involved in physical activity were more likely to have low BMI.


Dimensional model for estimating factors influencing childhood obesity: path analysis based modeling.

Kheirollahpour M, Shohaimi S - ScientificWorldJournal (2014)

Standardized path coefficients and residual variance in the fifth model.
© Copyright Policy - open-access
Related In: Results  -  Collection

Show All Figures
getmorefigures.php?uid=PMC4109107&req=5

fig11: Standardized path coefficients and residual variance in the fifth model.
Mentions: Result of Figure 11 indicated that there was a significant negative relationship between physical activity and weight status of children (β = −0.46, P < 0.05). Clearly children who were more involved in physical activity were more likely to have low BMI.

Bottom Line: 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.

View Article: PubMed Central - PubMed

Affiliation: The Department of Biology, Faculty of Science, University Putra Malaysia, 43400 Serdang, Selangor, Malaysia.

ABSTRACT
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.

Show MeSH