ArticlePLoS medicine2024
Behavioral risk factors and socioeconomic inequalities in ischemic heart disease mortality in the United States: A causal mediation analysis using record linkage data.
Article in PLoS medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Socioeconomic Status, Alcohol Use, and Mortality: Results From a Prospective Cohort Study.Alcohol, clinical & experimental research · 2026Article
- Does educational attainment modify the relationship between alcohol use and ischemic heart disease mortality? Evidence from the UK biobank.Nutrition, metabolism, and cardiovascular diseases : NMCD · 2026Article
- Pre-pandemic sub-national disparities in the disease burden of ischemic heart disease and stroke in France.BMC cardiovascular disorders · 2026Article
- Observational
- Can alcohol use explain the increase in educational inequalities in all-cause mortality after 2010 in the USA? A three-way interaction analysis.Addiction (Abingdon, England) · 2026Article
- Association between socioeconomic status and cardiovascular disease by sex: Mediating roles of psychological and behavioral factors.PloS one · 2026Article
- Mediating role of psychological distress and alcohol use in socioeconomic disparities in deaths of despair: a causal mediation analysis using record linkage data.Journal of epidemiology and community health · 2025Article
- Article
- Additive interactions of smoking with obesity on ischemic heart disease mortality: a national prospective cohort study in the United States.International journal of epidemiology · 2025Article
- Cardiometabolic Disease Risk Factors and Lifestyle Behaviors Among Adolescents: A Latent Class Analysis.Healthcare (Basel, Switzerland) · 2025Article
- Association between pan-immune-inflammation value and coronary heart disease in elderly population: a cross-sectional study.Frontiers in cardiovascular medicine · 2025Article
- Disparities in chronic ischemic heart disease-related mortality across sex, race, and urbanization status in the United States, 1999-2019.PLOS global public health · 2025Article
- Premature mortality from acute myocardial infarction and psychoactive substance use in the United States: An observational trend (1999-2023) and forecasting (2035) study.JRSM cardiovascular diseaseArticle
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Abstract
backgroundIschemic heart disease (IHD) is a major cause of death in the United States (US), with marked mortality inequalities. Previous studies have reported inconsistent findings regarding the contributions of behavioral risk factors (BRFs) to socioeconomic inequalities in IHD mortality. To our knowledge, no nationwide study has been conducted on this topic in the US. METHODS AND
findingsIn this cohort study, we obtained data from the 1997 to 2018 National Health Interview Survey with mortality follow-up until December 31, 2019 from the National Death Index. A total of 524,035 people aged 25 years and older were followed up for 10.3 years on average (SD: 6.1 years), during which 13,256 IHD deaths occurred. Counterfactual-based causal mediation analyses with Cox proportional hazards models were performed to quantify the contributions of 4 BRFs (smoking, alcohol use, physical inactivity, and BMI) to socioeconomic inequalities in IHD mortality. Education was used as the primary indicator for socioeconomic status (SES). Analyses were performed stratified by sex and adjusted for marital status, race and ethnicity, and survey year. In both males and females, clear socioeconomic gradients in IHD mortality were observed, with low- and middle-education people bearing statistically significantly higher risks compared to high-education people. We found statistically significant natural direct effects of SES (HR = 1.16, 95% CI: 1.06, 1.27 in males; HR = 1.28, 95% CI: 1.10, 1.49 in females) on IHD mortality and natural indirect effects through the causal pathways of smoking (HR = 1.18, 95% CI: 1.15, 1.20 in males; HR = 1.11, 95% CI: 1.08, 1.13 in females), physical inactivity (HR = 1.16, 95% CI: 1.14, 1.19 in males; HR = 1.18, 95% CI: 1.15, 1.20 in females), alcohol use (HR = 1.07, 95% CI: 1.06, 1.09 in males; HR = 1.09, 95% CI: 1.08, 1.11 in females), and BMI (HR = 1.03, 95% CI: 1.02, 1.04 in males; HR = 1.03, 95% CI: 1.02, 1.04 in females). Smoking, physical inactivity, alcohol use, and BMI mediated 29% (95% CI, 24%, 35%), 27% (95% CI, 22%, 33%), 12% (95% CI, 10%, 16%), and 5% (95% CI, 4%, 7%) of the inequalities in IHD mortality between low- and high-education males, respectively; the corresponding proportions mediated were 16% (95% CI, 11%, 23%), 26% (95% CI, 20%, 34%), 14% (95% CI, 11%, 19%), and 5% (95% CI, 3%, 7%) in females. Proportions mediated were slightly lower with family income used as the secondary indicator for SES. The main limitation of the methodology is that we could not rule out residual exposure-mediator, exposure-outcome, and mediator-outcome confounding.
conclusionsIn this study, BRFs explained more than half of the educational differences in IHD mortality, with some variations by sex. Public health interventions to reduce intermediate risk factors are crucial to reduce the socioeconomic disparities and burden of IHD mortality in the general US population.
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