ReviewCost effectiveness and resource allocation : C/E2018
Primary and secondary prevention interventions for cardiovascular disease in low-income and middle-income countries: a systematic review of economic evaluations.
Review in Cost effectiveness and resource allocation : C/E, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 3 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
39 citing papers in PubMed, 3 syntheses or guidelines pooled 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
- A Systematic Review of Economic Aspects of Service Interventions to Increase Anticoagulation Use in Atrial Fibrillation.Thrombosis and haemostasis · 2022Pooled it
- Novel Treatment Strategies for Secondary Prevention of Cardiovascular Disease: A Systematic Review of Cost-Effectiveness.PharmacoEconomics · 2020Pooled 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
- Effects of intervention on lifestyle changes among coronary artery disease patients: A 6-month follow-up study.Nursing open · 2022Trial
- Effect of salt substitution on community-wide blood pressure and hypertension incidence.Nature medicine · 2020Trial
- Costs and Budget Impact of a Health System Strengthening Intervention for Hypertension and Cardiovascular Disease Care in Ghana.Applied health economics and health policy · 2026Article
- Cardiovascular sex differences and associated factors among adult population in Somaliland using insights from Somaliland demography and health survey.American heart journal plus : cardiology research and practice · 2026Review
- Cost-Effectiveness of Community-Based Interventions for Hypertension Prevention and Management: A Protocol for Systematic Review, Meta-Analysis, and Quality Assessment.JNMA; journal of the Nepal Medical Association · 2025Article
- Artificial Intelligence Moves Health Care From Reactive Risk Transfer to a Proactive Risk Avoidance System.AJPM focus · 2025Article
- Highlights from the Manifesto on the Health Economics of Cardiovascular Disease Prevention.PharmacoEconomics · 2025Review
- Application of decision analytic modelling to cardiovascular disease prevention in Sub-Saharan Africa: a systematic review.Communications medicine · 2025Article
- Low Attainment of Treatment Targets for Cardiovascular Risk Factors in Indonesian Adults With Established Coronary Artery Disease.Journal of evaluation in clinical practice · 2025Article
- Study on health seeking behaviour and determinants of undiagnosed hypertension in poor households in the Philippines, part of the RESPOND study (SHARP-RESPOND).PLOS global public health · 2025Article
- Implementation strategies to improve outcomes in patients with established cardiovascular disease in sub-Saharan Africa: A systematic review.PLOS global public health · 2025Article
- Direct economic burden of acute coronary syndromes in the Portuguese National Health Service-facts and trends between 2002 and 2022.Frontiers in public health · 2025Article
- Monitoring sodium content in processed and ultraprocessed foods in Argentina 2022: compliance with National Legislation and Regional Targets.Public health nutrition · 2024Observational
- Cost-effectiveness analysis of low-sodium potassium-rich salt substitutes in Indonesia: an equity modelling study.The Lancet regional health. Southeast Asia · 2024Article
- Global epidemiology of acute coronary syndromes.Nature reviews. Cardiology · 2023Review
- Economic evaluations of non-communicable diseases conducted in Sub-Saharan Africa: a critical review of data sources.Cost effectiveness and resource allocation : C/E · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCardiovascular disease (CVD) is the leading cause of deaths globally, with greatest premature mortality in the low- and middle-income countries (LMIC). Many of these countries, especially in sub-Saharan Africa, have significant budget constraints. The need for current evidence on which interventions offer good value for money to stem this CVD epidemic motivates this study.
methodsIn this systematic review, we included studies reporting full economic evaluations of individual and population-based interventions (pharmacologic and non-pharmacologic), for primary and secondary prevention of CVD among adults in LMIC. Several medical (PubMed, EMBASE, SCOPUS, Web of Science) and economic (EconLit, NHS EED) databases and grey literature were searched. Screening of studies and data extraction was done independently by two reviewers. Drummond's checklist and the National Institute for Health and Care Excellence quality rating scale were used in the quality appraisal for all studies used to inform this evidence synthesis.
resultsFrom a pool of 4059 records, 94 full texts were read and 50 studies, which met our inclusion criteria, were retained for our narrative synthesis. Most of the studies were from middle-income countries and predominantly of high quality. The majority were modelled evaluations, and there was significant heterogeneity in methods. Primary prevention studies dominated secondary prevention. Most of the economic evaluations were performed for pharmacological interventions focusing on blood pressure, cholesterol lowering and antiplatelet aggregants. The greatest majority were cost-effective. Compared to individual-based interventions, population-based interventions were few and mostly targeted reduction in sodium intake and tobacco control strategies. These were very cost-effective with many being cost-saving.
conclusionsThis evidence synthesis provides a contemporary update on interventions that offer good value for money in LMICs. Population-based interventions especially those targeting reduction in salt intake and tobacco control are very cost-effective in LMICs with potential to generate economic gains that can be reinvested to improve health and/or other sectors. While this evidence is relevant for policy across these regions, decision makers should additionally take into account other multi-sectoral perspectives, including considerations in budget impact, fairness, affordability and implementation while setting priorities for resource allocation.
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Registered trials
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