ArticleInternational journal for equity in health2023
Temporal trends in inequalities of the burden of cardiovascular disease across 186 countries and territories.
Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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21 citing papers in PubMed, 1 synthesis or guideline pooled it.
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- A multi-view autoencoder architecture with self-adaptive feature recalibration and confidence-aware ensemble for heart disease classification.Scientific reports · 2026Article
- Pre-pandemic sub-national disparities in the disease burden of ischemic heart disease and stroke in France.BMC cardiovascular disorders · 2026Article
- Folate and global health review series, part 3: syntheses on cardiovascular, cerebrovascular, and metabolic diseases.Journal of global health · 2026Review
- Cardiovascular disease risk perception and stages of preventive behaviours: a community survey in Pokhara Metropolitan, Nepal.BMJ open · 2026Article
- National trends and county-level geographic disparities in mortality from operationally defined cardiovascular-kidney-metabolic stages 4 and 4b in the United States.Frontiers in cardiovascular medicine · 2026Article
- Trends and cross-country inequalities in the global burden of gastrointestinal cancers attributable to smoking, 1990-2021: A secondary dataset analysis of GBD Study 2021.Tobacco induced diseases · 2026Article
- A diagnostic model of atherosclerosis based on the oxidative stress-glycolysis co-regulatory network.Molecular and cellular biochemistry · 2026Article
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- Culturally relevant physical activity in Hawai'i: outrigger canoeing across an adapted social-ecological model.Health promotion international · 2025Article
- Cardiometabolic Risk in Chronic Spinal Cord Injury: A Systematic Review with Meta-Analysis and Temporal and Geographical Trends.Journal of clinical medicine · 2025Review
- Magnitude, temporal trend and inequality in burden of neck pain: an analysis of the Global Burden of Disease Study 2019.BMC musculoskeletal disorders · 2025Article
- Population and Co-Occurrence Characteristics of Diagnoses and Comorbidities in Coronary Artery Disease Patients: A Case Study from a Hospital in Guangxi, China.Bioengineering (Basel, Switzerland) · 2024Article
- Valvular Heart Disease: Geography Is Destiny!JACC. Advances · 2024Article
- IL-33 Suppresses the Progression of Atherosclerosis via the ERK1/2-IRF1-VCAM-1 Pathway.Cardiovascular drugs and therapy · 2024Article
- Article
- Time Trend Analysis of Comorbidities in Ankylosing Spondylitis: A Population-Based Study from 53,142 Hospitalizations in Poland.Journal of clinical medicine · 2024Article
- Risk factors for cardiometabolic health in Ghana: Cardiometabolic Risks Study Protocol-APTI Project.Frontiers in endocrinology · 2024Article
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5 authors.
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Abstract
backgroundCardiovascular disease (CVD) is a leading cause of morbidity and mortality globally. The extent to which CVD affects the population's health varies across countries. Moreover, quantitative estimates of the trend of inequalities in CVD burden remain unclear. The objective of our study was to assess the socioeconomic inequalities and temporal trends of CVD burden across 186 countries and territories from 2000 to 2019.
methodsWe extracted data from the Global Burden of Disease, Injuries, and Risk Factors Study (GBD) 2019, and conducted a cross-national time-series analysis. Age-standardized disability-adjusted life-year (DALY) rates were used to measure the burden of CVDs, and gross national income (GNI) per capita was used to approximate the socioeconomic development. Concentration curves and concentration indexes (CIs) were generated to evaluate the cross-national socioeconomic inequality of CVD burden. A joinpoint regression analysis was used to quantify the changes in trends in socioeconomic inequality of CVD burden from 2000 to 2019.
resultsThe age-standardized DALY rates of CVDs decreased in 170 (91%) of 186 countries from 2000 to 2019. The concentration curves of the age-standardized DALY rates of CVDs were above the equality line from 2000 to 2019, indicating a disproportional distribution of CVD burden in low-income countries. The CIs declined from - 0.091 (95% CI: -0.128 to - 0.054) in 2000 to - 0.151 (95% CI: -0.190 to - 0.112) in 2019, indicating worsened pro-poor inequality distributions of CVD burden worldwide. A four-phase trend of changes in the CIs of age-standardized DALY rates for CVD was observed from 2000 to 2019, with an average annual percentage change (AAPC) of - 2.7% (95% CI: -3.0 to - 2.4). Decreasing trends in CIs were observed in all CVD subcategories but endocarditis, with AAPC ranging from - 6.6% (95% CI: -7.3 to - 5.9) for ischemic heart disease to - 0.2% (95% CI: -0.4 to - 0.1) for hypertensive heart disease.
conclusionsGlobally, the burden of CVD has decreased in more than 90% of countries over the past two decades, accompanied by an increasing trend of cross-country inequalities. Moreover, the overall burden of CVD continues to fall primarily on low-income countries.
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