ArticleObesity (Silver Spring, Md.)2025
Social and Environmental Correlates of Childhood Obesity Among Southern California Communities.
Article in Obesity (Silver Spring, Md.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
1 citing paper in PubMed.
- Social and Environmental Correlates of Childhood Obesity Among Southern California Communities.Obesity (Silver Spring, Md.) · 2025Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
objectiveThis study aimed to identify key childhood obesity correlates in Southern California by analyzing individual components from four social determinants of health (SDoH) indices and explore their interactions.
methodsWe utilized publicly available data from 330 cities across 10 counties, incorporating childhood obesity rates from the 2019 California Department of Education Physical Fitness Test (684,419 children, 40% Latino). Fifty-two individual SDoH were obtained from the Healthy Places Index, Social Vulnerability Index, CalEnviroScreen, and Child Opportunity Index (2015-2019). Weighted quantile sum regression and an interpretable machine-learning tool were used to identify which individual SDoH were significantly associated with childhood obesity.
resultsWe identified a SDoH mixture associated with increased percentile of childhood obesity (β [95% CI]: 10.1 [8.1, 12.1]). Fourteen factors significantly contributed, with the top six being school poverty, minority status, asthma emergency room visits, public assistance rates, hazardous waste sites, and lead exposure from housing. We also found positive associations between Latino percentage and key correlates. Cities with high school poverty and low-income housing burdens had higher obesity rates.
conclusionsThis analysis moved beyond composite indices to examine specific SDoH observed alongside childhood obesity in Southern California, drawing attention to dimensions related to school, healthcare, social services, and environmental exposures.
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