# Individual and cumulative effects of social determinants of health on cardiovascular disease: Gender-specific insights from a cross-sectional NHANES study

**Authors:** Xiuming Yang, Jiahui Zhou, Feier Wu, Zehu Xue, Zongliang Yu

PMC · DOI: 10.1371/journal.pone.0344108 · PLOS One · 2026-03-26

## TL;DR

This study explores how social factors like unemployment and income affect heart disease in U.S. adults, with some differences observed between men and women.

## Contribution

The study provides gender-specific insights into how individual and cumulative social determinants of health relate to cardiovascular disease.

## Key findings

- Unemployment was strongly linked to higher odds of cardiovascular disease.
- Sex-stratified analyses showed larger point estimates in women, but differences were not statistically significant.
- Cumulative adverse social determinants were associated with increased cardiovascular disease prevalence.

## Abstract

This study aimed to examine the associations of individual and cumulative social determinants of health (SDoH) with cardiovascular disease (CVD) prevalence and sex-specific disparities among U.S. adults.

Employing a cross-sectional design, we analyzed data from the nationally representative National Health and Nutrition Examination Survey (NHANES, 2005–2018). Five core SDoH domains were operationalized through eight validated sub-indicators. Associations between individual and cumulative SDoH and CVD prevalence were assessed using survey-weighted multivariate logistic regression, with sex-stratified analyses.

In this cross-sectional sample of 35,781 participants, adverse individual SDoH and higher cumulative adverse SDoH were associated with higher odds of prevalent CVD. In the fully adjusted model (Model 2), unemployment showed a large association with prevalent CVD (AOR = 2.27, 95% CI: 2.01–2.57). In sex-stratified analyses, point estimates for some SDoH indicators were higher in women than in men, but 95% confidence intervals overlapped for many comparisons and sex-by-SDoH interaction tests were not statistically significant (all P for interaction > 0.05). Among individual SDoH indicators, unemployment and low income (PIR < 300%), as well as food insecurity, showed the strongest independent associations with prevalent CVD.

Both individual and cumulative SDoH were independently associated with prevalent CVD. Sex-stratified analyses suggested that some point estimates were larger in women than in men, but sex-by-SDoH interaction tests were not statistically significant.

## Linked entities

- **Diseases:** cardiovascular disease (MONDO:0004995)

## Full-text entities

- **Genes:** IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}
- **Diseases:** diabetes (MESH:D003920), ASCVD (MESH:D050197), food insecurity (MESH:D005517), CVD (MESH:D002318), obesity (MESH:D009765), SDoH (MESH:D003643), Disease (MESH:D004194), stroke (MESH:D020521), inflammation (MESH:D007249), endothelial dysfunction (MESH:D014652), arrhythmias (MESH:D001145), COVID-19 (MESH:D000086382), ischemic heart disease (MESH:D017202), anxiety (MESH:D001007), cardiometabolic diseases (MESH:D024821), hypertension (MESH:D006973), heart failure (MESH:D006333), coronary heart disease (MESH:D003327), angina pectoris (MESH:D000787), cerebrovascular event (MESH:D002561), myocardial infarction (MESH:D009203), atrial fibrillation (MESH:D001281)
- **Chemicals:** alcohol (MESH:D000438), nitric oxide (MESH:D009569), PIR (-), cholesterol (MESH:D002784), cortisol (MESH:D006854), creatinine (MESH:D003404), sodium (MESH:D012964)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

82 references — full list in the complete paper: https://tomesphere.com/paper/PMC13020850/full.md

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Source: https://tomesphere.com/paper/PMC13020850