ArticleJournal of health, population, and nutrition2023
Income and rural-urban status moderate the association between income inequality and life expectancy in US census tracts.
Article in Journal of health, population, and nutrition, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Area socioeconomic inequality and suicide mortality: contrasting common measures using National Violent Death Reporting System and linked administrative data.American journal of epidemiology · 2025Article
- Malaria in pregnancy: a holistic exploration of synergistic association through environmental, sociocultural, and socioeconomic lenses in Pru east municipality, Ghana.Malaria journal · 2025Article
- Exploring urban-rural inequities in older adults life expectancy: a case study in Zhejiang, China for health equity.Frontiers in public health · 2025Article
- Article
- Does Cardiovascular Health Influence the Well-Being of People Living in Rural Areas: Findings From a 20-Year Study in US Adults.Sage open agingArticle
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Authors and funding
4 authors.
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Abstract
backgroundA preponderance of evidence suggests that higher income inequality is associated with poorer population health, yet recent research suggests that this association may vary based on other social determinants, such as socioeconomic status (SES) and other geographic factors, such as rural-urban status. The objective of this empirical study was to assess the potential for SES and rural-urban status to moderate the association between income inequality and life expectancy (LE) at the census-tract level.
methodsCensus-tract LE values for 2010-2015 were abstracted from the US Small-area Life Expectancy Estimates Project and linked by census tract to Gini index, a summary measure of income inequality, median household income, and population density for all US census tracts with non-zero populations (n = 66,857). Partial correlation and multivariable linear regression modeling was used to examine the association between Gini index and LE using stratification by median household income and interaction terms to assess statistical significance.
resultsIn the four lowest quintiles of income in the four most rural quintiles of census tracts, the associations between LE and Gini index were significant and negative (p between < 0.001 and 0.021). In contrast, the associations between LE and Gini index were significant and positive for the census tracts in the highest income quintiles, regardless of rural-urban status.
conclusionThe magnitude and direction of the association between income inequality and population health depend upon area-level income and, to a lesser extent, on rural-urban status. The rationale behind these unexpected findings remains unclear. Further research is needed to understand the mechanisms driving these patterns.
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