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Updated: Jun 12, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Disparities of children's obesogenic environments in Louisiana
Yutian Zeng1, Fahui Wang2, Senlin Chen3
1Department of Epidemiology, Peter O'Donnell Jr. School of Public Health, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Insights
Childhood obesity is rising, especially in Louisiana. This study measured obesogenic environments, finding walkability and food access vary significantly by location and demographics, highlighting the need for targeted interventions.
Area of Science:
- Environmental Health
- Urban Planning
- Pediatric Public Health
Background:
- Childhood obesity presents a significant public health challenge with long-term health consequences.
- Obesity prevalence is rising, with higher rates in the U.S. Deep South, like Louisiana.
- Environmental factors significantly influence children's health behaviors and outcomes, yet research on child-specific obesogenic environments is limited.
Purpose of the Study:
- To comprehensively measure obesogenic environments for children in Louisiana.
- To analyze disparities in park accessibility, walkability, and food environment at the ZIP Code level.
- To investigate the influence of urbanicity, race, and socioeconomic factors on these environmental indicators.
Main Methods:
- Utilized Geographic Information System (GIS) for spatial analysis of environmental factors.
- Conducted a three-way Analysis of Variance (ANOVA) to examine main and interaction effects.
- Assessed park accessibility, walkability, and food environment indicators across different demographic and geographic subgroups.
Main Results:
- Walkability is significantly influenced by urbanicity, Black population percentage, and Area Deprivation Index (ADI), including complex interactions.
- Food environment disparities exist, linked to urban-rural differences and ADI levels.
- No significant disparities in park accessibility were found across different subgroups.
Conclusions:
- Park accessibility disparities are minimal, but the food environment shows significant variation based on urbanicity and ADI.
- Walkability exhibits complex socio-spatial interactions, indicating multifaceted challenges.
- Findings support targeted public health interventions and urban planning strategies to mitigate obesogenic environments and improve child health.
Background:
Childhood obesity remains a pressing public health concern, with significant long-term implications for children's growth and development, as well as an increased risk for various diseases. In recent years, the obesity prevalence among children has shown a concerning rise, particularly in the Deep South (e.g., Louisiana) exhibiting higher rates compared to other regions of the United States. Meanwhile, environmental factors play a critical role in shaping children's health behaviors and outcomes. There has been an increasing body of research on the relation between obesogenic environment and health, but far less focused on child health.
Methods:
This study provides a comprehensive measurement of obesogenic environments for children in Louisiana covering park accessibility, walkability, and food environment at the ZIP Code area level. Geographic information system (GIS) analyses revealed significant urban-rural disparities and heterogeneity by race and socioeconomic deprivation. A three-way analysis of variance (ANOVA) further revealed the main and interaction effects of urbanicity, Black population percentage, and area deprivation index (ADI) on obesogenic environment indicators.
Results:
Regarding the disparities of walkability, not only the individual factors including urbanicity, Black population percentage, and ADI significantly affect walkability, but also the interaction terms among these factors, including both two-way and three-way interactions, are significant. Urban-rural differences and ADI levels contribute to disparities in the food environment. But no significant disparities are observed in park accessibility across different subgroups.
Conclusion:
While park accessibility disparities are limited, the food environment varies significantly by urbanicity and ADI level, walkability shows complex socio-spatial interactions. The study sheds light on targeted public health interventions and urban planning to close the gaps in obesogenic environments for children's health.
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