SynthesisPLoS medicine2022
Urban-rural differences in hypertension prevalence in low-income and middle-income countries, 1990-2020: A systematic review and meta-analysis.
Synthesis in PLoS medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 4 of them syntheses that pooled it.
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Who cites it
55 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Prevalence of Hypertension in Venezuela: A Systematic Review and Meta-Analysis.Journal of clinical hypertension (Greenwich, Conn.) · 2026Pooled it
- Implants for fixation of intertrochanteric femoral fracture: a systematic review and network meta-analysis of randomized controlled trials.BMC musculoskeletal disorders · 2025Pooled it
- Current status of elevated blood pressure and hypertension among adolescents in Asia: a systematic review.Journal of global health · 2025Pooled it
- Effectiveness of physical therapies for patients with knee osteoarthritis: a systematic review and network meta-analysis of randomized controlled trials.Frontiers in medicine · 2025Pooled it
- Trial
- Hypertension Incidence and Its Risk Factors in a Longitudinal Cohort of Middle-Aged Men and Women Living in Urban South Africa.Journal of clinical hypertension (Greenwich, Conn.) · 2026Article
- Role of Renal Dopamine Receptors in the Regulation of Blood Pressure.Biomolecules · 2026Review
- Institutional capacity for non-communicable disease care in Ghana's primary health care system: a multi-method study.BMC primary care · 2026Article
- Patterns and clusters of diet in relation to metabolic syndrome among adults in Ubungo (urban) and Kilindi (rural) districts, Tanzania: a cross-sectional study.BMC public health · 2026Article
- Quantifying inequality in the utilization of healthcare services provided by community-based health planning and services and its correlates in selected urban poor communities in Ghana: an analytic cross-sectional study, 2023.BMC health services research · 2026Article
- Associated factors and educational and economic inequalities with raised blood pressure in Cambodia: analysis of the data from a national household survey.BMC public health · 2026Article
- Guangdong Biobank Cohort (GDBC) study.European journal of epidemiology · 2026Article
- The Association Between Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios and Anemia in Adults with Hypertension in Southwestern Uganda: A Cross-Sectional Study.Journal of blood medicine · 2026Article
- Prevalence and risk factors of hypertension in rural Bangladesh: A population-based cross-sectional study.PloS one · 2026Article
- Machine-Learning-Based Prediction of Hypertension and Its Risk Factors Among Adults in the Northern Region of Bangladesh.Journal of diabetes research · 2026Article
- Article
- Medication Adherence Among Hypertensive Patients in Bangladesh: A Nationwide Analysis of Gender and Urban-Rural Disparities.International journal of hypertension · 2026Article
- Hemodynamic-Guided Therapy is Associated with Better Hypertension Control Compared with Standard Care: A Comparative Clinical Analysis.Vascular health and risk management · 2026Article
- Longitudinal retrospective cohort study to examine liver, cardiovascular and metabolic factors as predictors of all-cause mortality in a rural population in South-West Uganda.BMJ public health · 2026Article
- Prevalence, predictors and risk perceptions of Hypertension among adults in Bududa Town Council, Eastern Uganda.African health sciences · 2025Article
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Authors and funding
8 authors.
Funding
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Abstract
backgroundThe influence of urbanicity on hypertension prevalence remains poorly understood. We conducted a systematic review and meta-analysis to assess the difference in hypertension prevalence between urban and rural areas in low-income and middle-income countries (LMICs), where the most pronounced urbanisation is underway. METHODS AND
findingsWe searched PubMed, Web of Science, Scopus, and Embase, from 01/01/1990 to 10/03/2022. We included population-based studies with ≥400 participants 15 years and older, selected by using a valid sampling technique, from LMICs that reported the urban-rural difference in hypertension prevalence using similar blood pressure measurements. We excluded abstracts, reviews, non-English studies, and those with exclusively self-reported hypertension prevalence. Study selection, quality assessment, and data extraction were performed by 2 independent reviewers following a standardised protocol. Our primary outcome was the urban minus rural prevalence of hypertension. Hypertension was defined as systolic blood pressure ≥140 mm Hg and/or diastolic blood pressure as ≥90 mm Hg and could include use of antihypertensive medication, self-reported diagnosis, or both. We investigated heterogeneity using study-level and socioeconomic country-level indicators. We conducted meta-analysis and meta-regression using random-effects models. This systematic review and meta-analysis has been registered with PROSPERO (CRD42018091671). We included 299 surveys from 66 LMICs, including 19,770,946 participants (mean age 45.4 ± SD = 9 years, 53.0% females and 63.1% from rural areas). The pooled prevalence of hypertension was 30.5% (95% CI, 28.9, 32.0) in urban areas and 27.9% (95% CI, 26.3, 29.6) in rural areas, resulting in a pooled urban-rural difference of 2.45% (95% CI, 1.57, 3.33, I-square: 99.71%, tau-square: 0.00524, Pheterogeneity < 0.001). Hypertension prevalence increased over time and the rate of change was greater in rural compared to urban areas, resulting in a pooled urban-rural difference of 5.75% (95% CI, 4.02, 7.48) in the period 1990 to 2004 and 1.38% (95% CI, 0.40, 2.37) in the period 2005 to 2020, p < 0.001 for time period. We observed substantial heterogeneity in the urban-rural difference of hypertension, which was partially explained by urban-rural definition, probably high risk of bias in sampling, country income status, region, and socioeconomic indicators. The urban-rural difference was 5.67% (95% CI, 4.22, 7.13) in low, 2.74% (95% CI, 1.41, 4.07) in lower-middle and -1.22% (95% CI, -2.73, 0.28) in upper-middle-income countries in the period 1990 to 2020, p < 0.001 for country income. The urban-rural difference was highest for South Asia (7.50%, 95% CI, 5.73, 9.26), followed by sub-Saharan Africa (4.24%, 95% CI, 2.62, 5.86) and reversed for Europe and Central Asia (-6.04%, 95% CI, -9.06, -3.01), in the period 1990 to 2020, p < 0.001 for region. Finally, the urban-rural difference in hypertension prevalence decreased nonlinearly with improvements in Human Development Index and infant mortality rate. Limitations included lack of data available from all LMICs and variability in urban and rural definitions in the literature.
conclusionsThe prevalence of hypertension in LMICs increased between 1990 and 2020 in both urban and rural areas, but with a stronger trend in rural areas. The urban minus rural hypertension difference decreased with time, and with country-level socioeconomic development. Focused action, particularly in rural areas, is needed to tackle the burden of hypertension in LMICs.
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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 Socratic graph.