SynthesisBMC public health2018
The economic burden of cardiovascular disease and hypertension in low- and middle-income countries: a systematic review.
Synthesis in BMC public health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06316453 (Prospective Assessment of Atherosclerotic Cardiovascular Disease), which is not on this map. Cited by 276 papers, 18 of them syntheses 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.
Prospective Assessment of Atherosclerotic Cardiovascular Disease (ASCVD) Risk in Adults (30 Years and Above) in Pakistan: A Multi-Year Study Investigating Incidence, Validation, and Management Strategies
Who cites it
276 citing papers in PubMed, 18 syntheses or guidelines pooled it.
- Pesticide exposure and the risk of arterial hypertension and obesity in farm workers: a systematic review of literature.BMC cardiovascular disorders · 2026Pooled it
- Prevalence and Risk Factors of Readmission Among Patients with Cardiovascular Diseases in Africa: A Systematic Review.Journal of epidemiology and global health · 2026Pooled it
- Pooled it
- Calcium, magnesium, and vitamin D supplementations as complementary therapy for hypertensive patients: a systematic review and meta-analysis.BMC complementary medicine and therapies · 2025Pooled it
- The economic burden of ischaemic heart diseases on health systems: a systematic review.BMJ global health · 2025Pooled it
- Global comparison of the economic costs of coronary heart disease: a systematic review and meta-analysis.BMJ open · 2025Pooled it
- Effect of exercise on kidney-relevant biomarkers in the general population: a systematic review and meta-analysis.BMJ open · 2025Pooled it
- The impact of social relationships on the risk of stroke and post-stroke mortality: a systematic review and meta-analysis.BMC public health · 2024Pooled it
- Prevalence and influencing factors of kinesiophobia in patients with heart disease: a meta-analysis and systematic review.Scientific reports · 2024Pooled it
- Psychological interventions for depression and anxiety in patients with coronary heart disease, heart failure or atrial fibrillation.The Cochrane database of systematic reviews · 2024Pooled it
- International Systematic Review of Utility Values Associated with Cardiovascular Disease and Reflections on Selecting Evidence for a UK Decision-Analytic Model.Medical decision making : an international journal of the Society for Medical Decision Making · 2024Pooled it
- A Systematic Review and Meta-Analysis of the Effects of Statin Therapy on Heart Transplantation.Reviews on recent clinical trials · 2024Pooled it
- Pooled it
- [Organization and costs of stroke care in outpatient settings: Systematic review].Atencion primaria · 2023Pooled it
- The costs of interventions for type 2 diabetes mellitus, hypertension and cardiovascular disease in South Africa - a systematic literature review.BMC public health · 2022Pooled it
- Disparities in Prevalence and Barriers to Hypertension Control: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- The economic burden of treating uncomplicated hypertension in Sub-Saharan Africa: a systematic literature review.BMC public health · 2022Pooled it
- Automated Coronary Optical Coherence Tomography Feature Extraction with Application to Three-Dimensional Reconstruction.Tomography (Ann Arbor, Mich.) · 2022Pooled it
- Cost-effectiveness of the simplified multicomponent primary care management of cardiovascular risk in Tibet, China: a within-trial and modeled economic evaluation.Journal of human hypertension · 2026Trial
- Evaluation of health-related quality of life changes in an Australian rapid access chest pain clinic.BMC health services research · 2025Trial
216 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe evidence on the economic burden of cardiovascular disease (CVD) in low- and middle- income countries (LMICs) remains scarce. We conducted a comprehensive systematic review to establish the magnitude and knowledge gaps in relation to the economic burden of CVD and hypertension on households, health systems and the society.
methodsWe included studies using primary or secondary data to produce original economic estimates of the impact of CVD. We searched sixteen electronic databases from 1990 onwards without language restrictions. We appraised the quality of included studies using a seven-question assessment tool.
resultsEighty-three studies met the inclusion criteria, most of which were single centre retrospective cost studies conducted in secondary care settings. Studies in China, Brazil, India and Mexico contributed together 50% of the total number of economic estimates identified. The quality of the included studies was generally low. Reporting transparency, particularly for cost data sources and results, was poor. The costs per episode for hypertension and generic CVD were fairly homogeneous across studies; ranging between $500 and $1500. In contrast, for coronary heart disease (CHD) and stroke cost estimates were generally higher and more heterogeneous, with several estimates in excess of $5000 per episode. The economic perspective and scope of the study appeared to impact cost estimates for hypertension and generic CVD considerably less than estimates for stroke and CHD. Most studies reported monthly costs for hypertension treatment around $22. Average monthly treatment costs for stroke and CHD ranged between $300 and $1000, however variability across estimates was high. In most LMICs both the annual cost of care and the cost of an acute episode exceed many times the total health expenditure per capita.
conclusionsThe existing evidence on the economic burden of CVD in LMICs does not appear aligned with policy priorities in terms of research volume, pathologies studied and methodological quality. Not only is more economic research needed to fill the existing gaps, but research quality needs to be drastically improved. More broadly, national-level studies with appropriate sample sizes and adequate incorporation of indirect costs need to replace small-scale, institutional, retrospective cost studies.
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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.