ArticleDiabetology & metabolic syndrome2022
Effect of income level on stroke incidence and the mediated effect of simultaneous diagnosis of metabolic syndrome diseases; a nationwide cohort study in South Korea.
Article in Diabetology & metabolic syndrome, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A systematic review of causal pathways of socioeconomic inequalities in stroke.International journal of stroke : official journal of the International Stroke Society · 2026Pooled it
- Geographic disparities in EVT access and stroke mortality under universal health coverage in South Korea.BMC health services research · 2026Article
- Mediating factors in the association between educational attainment and stroke: A mendelian randomization study.SSM - population health · 2025Article
- Socioeconomic Status and Stroke: A Review of the Latest Evidence on Inequalities and Their Drivers.Stroke · 2025Review
- Downregulation ofCurrent diabetes reviews · 2025Article
- Knowledge, Attitude, and Practice of Stroke Among Hypertensive Patients in Selected Hospitals, Mogadishu: A Cross-Sectional Study.Health science reports · 2024Article
- Examining the effects of social assistance on suicide-related behaviour among impoverished older adults in Korea using a nationwide cohort study from 2010-2019.Scientific reports · 2024Article
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3 authors.
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Abstract
backgroundThis study aimed to determine whether a simultaneous diagnosis of main components of metabolic syndrome (MetS) (hypertension, diabetes mellitus, and dyslipidemia) plays a mediator between income level and stroke.
methodsWe used the National Health Insurance Service National Sample Cohort database from 2006 to 2015. The mediator variables were the number of main MetS components diagnosed simultaneously (two or more/three or more). We used a weighting approach method of causal mediation analysis to apply counterfactual frameworks to the Cox proportional hazards regression model.
resultsA total of 213,526 people were included with 1,690,665.3 person-years of followed up. Compared with the high-income group, the risk of being diagnosed with two or more components of MetS significantly increased in all other income groups [middle-income OR 1.05 (95% CI 1.02-1.08); low-income OR 1.09 (95% CI 1.05-1.12); Medical Aid beneficiaries OR 1.39 (95% CI 1.32-1.47)]. A lower level of income was significantly associated with a higher risk of stroke compared with the high-income group [middle-income HR 1.15 (95% CI 1.07-1.25); low-income HR 1.19 (95% CI 1.10-1.29); Medical Aid beneficiaries HR 1.63 (95% CI 1.48-1.80)]. In the Medical Aid beneficiaries, simultaneous diagnosis of the main metabolic components acted as a significant mediator between income levels and stroke incidence, with 26.6% mediated when diagnosed with two or more diseases and 21.1% when diagnosed with all three.
conclusionsCo-diagnosis of MetS components played a significant mediator role between income level and stroke incidence.
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