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Updated: Apr 26, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Dimensional model for estimating factors influencing childhood obesity: path analysis based modeling
Maryam Kheirollahpour1, Shamarina Shohaimi1
1The Department of Biology, Faculty of Science, University Putra Malaysia, 43400 Serdang, Selangor, Malaysia.
Family socioeconomic status, parental feeding habits, and physical activity significantly influence children's weight gain. Parental feeding and activity levels act as key mediators in this complex relationship, impacting body mass index (BMI).
Area of Science:
- Childhood Obesity Research
- Public Health & Nutrition
- Behavioral Science
Background:
- Childhood obesity is a growing public health concern.
- Understanding the multifactorial nature of weight gain in children is crucial.
- Socioeconomic factors, parental behaviors, and physical activity are implicated in pediatric weight status.
Purpose of the Study:
- To develop a comprehensive structural model estimating relationships between socioeconomic status, parental feeding practices, physical activity, and children's weight gain.
- To identify direct and indirect pathways influencing children's body mass index (BMI).
Main Methods:
- Structural equation modeling (SEM) was employed to analyze complex relationships.
- Six structural models were tested, including confirmatory factor analysis (CFA).
- The study assessed direct and indirect effects among key variables.
Main Results:
- Significant direct and indirect relationships were found among socioeconomic status, parental feeding practices, physical activity, and children's weight status.
- Parental feeding practices and physical activity were identified as significant mediators.
- The comprehensive model effectively illustrated the interplay of these factors on children's BMI.
Conclusions:
- Parental feeding practices and physical activity play a critical mediating role in childhood weight gain.
- Socioeconomic factors indirectly influence children's weight status through their impact on feeding and activity.
- The developed model provides a framework for understanding and addressing childhood obesity.
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