SynthesisHeart (British Cardiac Society)2012
Effect of rural-to-urban within-country migration on cardiovascular risk factors in low- and middle-income countries: a systematic review.
Synthesis in Heart (British Cardiac Society), 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
35 citing papers in PubMed, 1 synthesis or guideline pooled it, 75 citations in OpenAlex.
- Associations between the built environment and obesity: an umbrella review.International journal of health geographics · 2021Pooled it
- Lipid levels and risk-stratified management gaps of dyslipidemia in China.BMC medicine · 2026Article
- Comparison of 10-year atherosclerotic cardiovascular disease (ASCVD) risk in metropolitan and rural areas of South of Iran.Scientific reports · 2025Article
- Longitudinal analysis of lifestyle risk factors, nutrition status and drivers of food choice among urban migrants in Ulaanbaatar, Mongolia, and Almaty, Kazakhstan: a formative study.Public health nutrition · 2024Article
- Hypertension is a genetic condition-a quantum dilemma.Journal of human hypertension · 2024Article
- Article
- Rural-to-urban migration, socio-economic status and cardiovascular diseases risk factors among Bangladeshi adults: A nationwide population based survey.Frontiers in public health · 2023Article
- Multimorbidity and Disability Among Venezuelan Migrants: A Population-Based Survey in Peru.Journal of immigrant and minority health · 2022Article
- Maternal internal migration and child growth and nutritional health in Peru: an analysis of the demographic and health surveys from 1991 to 2017.BMC public health · 2022Article
- Article
- Educational inequalities, urbanicity and levels of non-communicable diseases risk factors: evaluating trends in Argentina (2005-2013).BMC public health · 2021Article
- Internal migration, urban living, and non-communicable disease risk in South Africa.Social science & medicine (1982) · 2021Article
- Rural-Urban Differences in Adult Life Expectancy in Indonesia: A Parametric g-formula-based Decomposition Approach.Epidemiology (Cambridge, Mass.) · 2020Article
- The double burden of malnutrition: aetiological pathways and consequences for health.Lancet (London, England) · 2020Review
- Socio-Demographic Determinants of Mortality from Chronic Noncommunicable Diseases in Women of Reproductive Age in the Republic of Georgia: Evidence from the National Reproductive Age Mortality Study (2014).International journal of women's health · 2020Article
- Nutrition transition, overweight and obesity among rural-to-urban migrant women in Kenya.Public health nutrition · 2019Article
- Investigating associations between rural-to-urban migration and cardiometabolic disease in Malawi: a population-level study.International journal of epidemiology · 2019Article
- Within-country migration and obesity dynamics: analysis of 94,783 women from the Peruvian demographic and health surveys.BMC public health · 2019Article
- Rethinking health systems in the context of urbanisation: challenges from four rapidly urbanising low-income and middle-income countries.BMJ global health · 2019Review
- Risk of Incident Cardiovascular Disease and Cardiovascular Risk Factors in First and Second-Generation Indians: The Singapore Indian Eye Study.Scientific reports · 2018Article
Corrections and comments
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Authors and funding
5 authors at 4 institutions in 3 countries.
Funding
Abstract
contextLimited information is available of effects of rural-to-urban within-country migration on cardiovascular (CV) risk factors in low- and middle- income countries (LMIC).
objectiveA systematic review of studies evaluating these effects was performed with rural and/or urban control groups. STUDY SELECTION: Two teams of investigators searched observational studies in Medline, Web of Science and Scopus until May 2011. Studies evaluating international migration were excluded. DATA EXTRACTION: Three investigators extracted the information stratified by gender. Information on 17 known CV risk factors was obtained.
resultsEighteen studies (n=58,536) were included. Studies were highly heterogeneous with respect to study design, migrant sampling frame, migrant urban exposure and reported CV risk factors. In migrants, commonly reported CV risk factors-systolic and diastolic blood pressure, body mass index, obesity, total cholesterol and low-density lipoprotein-were usually higher or more common than in the rural group and usually lower or less common than in the urban group. This gradient was usually present in both genders. Anthropometric (waist-to-hip ratio, hip/waist circumference, triceps skinfolds) and metabolic (fasting glucose/insulin, insulin resistance) risk factors usually followed the same gradient, but conclusions were weak as information was insufficient. Hypertension, high-density lipoprotein, fibrinogen and C-reactive protein did not follow any pattern.
conclusionsIn LMIC, most but not all, CV risk factors are higher or more common in migrants than in rural groups but lower or less common than in urban groups. Such gradients may or may not be associated with differential CV events and long-term evaluations are necessary.
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What OpenQuestion holds
Registered trials
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.