SynthesisBMC public health2012
A systematic review of economic evaluations of interventions to tackle cardiovascular disease in low- and middle-income countries.
Synthesis in BMC public health, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 6 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
23 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Policy models for preventative interventions in cardiometabolic diseases: a systematic review.BMC health services research · 2025Pooled 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
- Economics of physical activity in low-income and middle- income countries: a systematic review.BMJ open · 2021Pooled it
- Building on the HIV chronic care platform to address noncommunicable diseases in sub-Saharan Africa: a research agenda.AIDS (London, England) · 2018Pooled it
- Provider costs for prevention and treatment of cardiovascular and related conditions in low- and middle-income countries: a systematic review.BMC public health · 2015Pooled it
- Estimating the prevalence and awareness rates of hypertension in Africa: a systematic analysis.PloS one · 2014Pooled it
- Trial
- 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
- Application of decision analytic modelling to cardiovascular disease prevention in Sub-Saharan Africa: a systematic review.Communications medicine · 2025Article
- Article
- Cost of cardiovascular disease prevention: towards economic evaluations in prevention programs.Annals of translational medicine · 2020Article
- Factors Affecting Quality of Laboratory Result During Ordering, Handling, and Testing of the Patient's Specimen at Hawassa University College of Medicine and Health Science Comprehensive Specialized Hospital.Journal of multidisciplinary healthcare · 2020Article
- The economics of physical activity in low-income and middle-income countries: protocol for a systematic review.BMJ open · 2019Article
- Target women: Equity in access to mHealth technology in a non-communicable disease care intervention in Kenya.PloS one · 2019Article
- Cardiovascular, respiratory, and related disorders: key messages from Disease Control Priorities, 3rd edition.Lancet (London, England) · 2018Review
- Identifying priority technical and context-specific issues in improving the conduct, reporting and use of health economic evaluation in low- and middle-income countries.Health research policy and systems · 2018Article
- Primary and secondary prevention interventions for cardiovascular disease in low-income and middle-income countries: a systematic review of economic evaluations.Cost effectiveness and resource allocation : C/E · 2018Review
- A protocol for a systematic review of economic evaluation studies conducted on neonatal systemic infections in South Asia.Systematic reviews · 2017Article
- Article
- Economic Evaluation in Global Perspective: A Bibliometric Analysis of the Recent Literature.Health economics · 2016Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
backgroundLow-and middle-income countries are facing both a mounting burden of cardiovascular disease (CVD) as well as severe resource constraints that keep them from emulating some of the extensive strategies pursued in high-income countries. There is thus an urgency to identify and implement those interventions that help reap the biggest reductions of the CVD burden, given low resource levels. What are the interventions to combat CVDs that represent good "value for money" in low-and middle-income countries? This study reviews the evidence-base on economic evaluations of interventions located in those countries.
methodsWe conducted a systematic literature review of journal articles published until 2009, based on a comprehensive key-word based search in generic and specialized electronic databases, accompanied by manual searches of expert databases. The search strategy consisted of freetext and MeSH terms related to economic evaluation and cardiovascular disease. Two independent reviewers verified fulfillment of inclusion criteria and extracted study characteristics.
resultsThirty-three studies met the selection criteria. We find a growing research interest, in particular in most recent years, if from a very low baseline. Most interventions fall under the category primary prevention, as opposed to case management or secondary prevention. Across the spectrum of interventions, pharmaceutical strategies have been the predominant focus, and, taken at face value, these show significant positive economic evidence, specifically when compared to the counterfactual of no interventions. Only a few studies consider non-clinical interventions, at population level. Almost half of the studies have modelled the intervention effectiveness based on existing risk-factor information and effectiveness evidence from high-income countries.
conclusionThe cost-effectiveness evidence on CVD interventions in developing countries is growing, but remains scarce, and is biased towards pharmaceutical interventions. While the burden of cardiovascular disease is growing in these countries, future research should put greater emphasis on non-clinical interventions than has hitherto been the case. Significant differences in outcome measures and methodologies prohibit a direct ranking of the interventions by their degree of cost-effectiveness. Considerable caution should be exercised when transferring effectiveness estimates from developed countries for the purpose of modelling cost-effectiveness in developing countries. New local CVD risk factor and intervention follow-up studies are needed. Some pharmaceutical strategies appear cost-effective while clarifications are needed on the diagnostic approach in single high-risk factor vs. absolute risk targeting, the role of patient compliance, and the potential public health consequences of large-scale medicalization.
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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.