ArticleCirculation2013
The global cardiovascular risk transition: associations of four metabolic risk factors with national income, urbanization, and Western diet in 1980 and 2008.
Article in Circulation, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 130 papers, 9 of them syntheses that pooled it.
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Who cites it
130 citing papers in PubMed, 9 syntheses or guidelines pooled it, 248 citations in OpenAlex.
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- Sulforaphane ameliorates lipid profile in rodents: an updated systematic review and meta-analysis.Scientific reports · 2021Pooled it
- A systematic review of the association between dietary patterns and health-related quality of life.Health and quality of life outcomes · 2020Pooled it
- Prevalence of Cardiovascular Disease Risk Factors in the Gambia: A Systematic Review.Global heart · 2020Pooled it
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- Secular trends in blood pressure in children: A systematic review.Journal of clinical hypertension (Greenwich, Conn.) · 2017Pooled it
- Updating the Evidence on the Association between Serum Cholesterol and Risk of Late-Life Dementia: Review and Meta-Analysis.Journal of Alzheimer's disease : JAD · 2017Pooled it
- Maintenance Dialysis throughout the World in Years 1990 and 2010.Journal of the American Society of Nephrology : JASN · 2015Pooled it
- Temporal trends in ischemic heart disease mortality in 21 world regions, 1980 to 2010: the Global Burden of Disease 2010 study.Circulation · 2014Pooled it
- Prospective Association Between the Dietary Inflammatory Index and Cardiovascular Diseases in the SUpplémentation en VItamines et Minéraux AntioXydants (SU.VI.MAX) Cohort.Journal of the American Heart Association · 2016Trial
- Walking Improves Cardiac Function: A Trial on the Effects of Walking on Left Ventricular Function in Type 2 Diabetes Patients.Journal of cardiovascular development and disease · 2026Article
- Global trends and geographic variations of hypertension in childhood and adolescence 1990-2021: a systematic analysis of the Global Burden of Disease Study 2021.Clinical hypertension · 2026Article
- Prevalence, awareness, treatment and control of diabetes in Guatemala: a nationally representative survey among reproductive-age women.BMJ public health · 2026Article
- Family size and cardiovascular disease incidence: a population-level association study.Future science OA · 2025Article
- Trends in prevalence of health and cardiovascular risk factors based on Life's Essential 8 among US adults, 2007-2020.Obesity (Silver Spring, Md.) · 2025Article
- Trends and predictive research on the global burden of ischemic heart disease from 1990 to 2021: an analysis of the Global Burden of Disease study 2021.Frontiers in public health · 2025Article
- Article
- How happy is healthy enough? Uncovering the happiness threshold for global non-communicable disease prevention.Frontiers in medicine · 2025Article
- From infectious diseases to chronic diseases: the paradigm shift of spatial epidemiology in disease prevention and control.Frontiers in public health · 2025Review
- Article
70 more citing papers are in PubMed but not listed here.
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Authors and funding
13 authors at 7 institutions in 4 countries.
Funding
Abstract
backgroundIt is commonly assumed that cardiovascular disease risk factors are associated with affluence and Westernization. We investigated the associations of body mass index (BMI), fasting plasma glucose, systolic blood pressure, and serum total cholesterol with national income, Western diet, and, for BMI, urbanization in 1980 and 2008. METHODS AND
resultsCountry-level risk factor estimates for 199 countries between 1980 and 2008 were from a previous systematic analysis of population-based data. We analyzed the associations between risk factors and per capita national income, a measure of Western diet, and, for BMI, the percentage of the population living in urban areas. In 1980, there was a positive association between national income and population mean BMI, systolic blood pressure, and total cholesterol. By 2008, the slope of the association between national income and systolic blood pressure became negative for women and zero for men. Total cholesterol was associated with national income and Western diet in both 1980 and 2008. In 1980, BMI rose with national income and then flattened at ≈Int$7000; by 2008, the relationship resembled an inverted U for women, peaking at middle-income levels. BMI had a positive relationship with the percentage of urban population in both 1980 and 2008. Fasting plasma glucose had weaker associations with these country macro characteristics, but it was positively associated with BMI.
conclusionsThe changing associations of metabolic risk factors with macroeconomic variables indicate that there will be a global pandemic of hyperglycemia and diabetes mellitus, together with high blood pressure in low-income countries, unless effective lifestyle and pharmacological interventions are implemented.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.