ArticleJournal of health and social behavior2026
Spatial Social Polarization and Cardiometabolic Disease Prevalence and Incidence: What Is the Role of the Neighborhood Environment?
Article in Journal of health and social behavior, 2026. 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
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- The use of race and ethnicity in air pollution epidemiology and methodological recommendations: A scoping review focusing on California.Environmental epidemiology (Philadelphia, Pa.) · 2026Review
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Authors and funding
5 authors.
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Abstract
This study examines the spatial polarization of income and racial-ethnic groups as predictors of prevalent and incident cardiometabolic disease and tests the extent to which local environmental features act as mediators. Spatial income and racial polarization are defined using the Index of Concentration at the Extremes. Using two waves of data from the Midlife in the United States study, generalized Poisson regression model results indicate that county- and tract-level income polarization are independently associated with prevalence and incidence of cardiometabolic disease. Results from path models showed that more income-privileged counties and tracts generally had greater parkland availability, lower social risks, less air pollution, fewer extreme heat days, and more tree canopy cover-but lower walkability. However, associations between income polarization and cardiometabolic disease are not substantively attenuated when accounting for these tract-level features. The findings show how income polarization locally and regionally patterns both environmental inequities and cardiometabolic disease.
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Registered trials
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