Evidence map›Paper›PMID 42271332›Full record

ArticleInternational journal of health geographics2026

Disparities of children's obesogenic environments in Louisiana.

Yutian Zeng, Fahui Wang, Senlin Chen

Abstract read
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Article in International journal of health geographics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Yutian ZengDepartment of Epidemiology, Peter O'Donnell Jr. School of Public Health, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Fahui WangDepartment of Geography, University of Hong Kong, Hong Kong, China.
Senlin ChenSchool of Kinesiology, Louisiana State University, Baton Rouge, LA, 70803, USA. senlinchen@lsu.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChildhood 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.

methodsThis 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.

resultsRegarding 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.

conclusionWhile 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.

Indexed as

Environment DesignHealth Status DisparitiesNeighborhood CharacteristicsPediatric ObesityResidence CharacteristicsChildFemaleGeographic Information SystemsHumansLouisianaMaleSocioeconomic Disparities in HealthSocioeconomic FactorsUrban PopulationWalkingChild healthLouisianaObesity preventionObesogenic environmentsSpatial inequities

Identifiers

PMID42271332
PMCPMC13330262

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.