Evidence map›Paper›PMID 40635408›Full record

ArticleJournal of health and social behavior2026

Spatial Social Polarization and Cardiometabolic Disease Prevalence and Incidence: What Is the Role of the Neighborhood Environment?

Ethan Siu Leung Cheung, David S Curtis, Sara Grineski, Yehua Dennis Wei, Ming Wen

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Ethan Siu Leung CheungDepartment of Family and Consumer Studies, University of Utah, Salt Lake City, UT, USA.ORCID 0000-0003-3005-1047
David S CurtisDepartment of Family and Consumer Studies, University of Utah, Salt Lake City, UT, USA.ORCID 0000-0001-5084-7734
Sara GrineskiDepartment of Sociology, University of Utah, Salt Lake City, UT, USA.ORCID 0000-0002-3561-1755
Yehua Dennis WeiDepartment of Geography, University of Utah, Salt Lake City, UT, USA.
Ming WenDepartment of Sociology, University of Utah, Salt Lake City, UT, USA.

Funding

Area-level Socio-economic Conditions and Individual-level Health and Mortality: Exploring Place-Based Mechanisms and Individual-level Psychosocial ProcessesR01AG080440 · NIA · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI David Stuart Curtis · 2023 to 2026
$2.2M
NIA NIH HHS R01 AG080440
6 · The paper itself

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.

Indexed as

Cardiovascular DiseasesIncomeNeighborhood CharacteristicsResidence CharacteristicsAdultFemaleHumansIncidenceMaleMiddle AgedPrevalenceSocioeconomic FactorsUnited Statescardiometabolic diseaseIndex of Concentration at the Extremes (ICE)neighborhoodspatial social polarization

Identifiers

PMID40635408
PMCPMC12646546

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Registered trials

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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.