Evidence map›Paper›PMID 41367549›Full record

ArticleBMJ public health2025

Evaluating the long-term cost-effectiveness of the COBRA-BPS programme in Pakistan.

Carlos Chivardi, Zainab Samad, Tao Chen, Simon Mark Walker

Abstract read
In one paragraph

Article in BMJ public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Carlos ChivardiCentre for Health Economics, University of York, York, UK.ORCID https://orcid.org/0000-0003-0470-3371
Zainab SamadMedicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0003-2422-3199
Tao ChenDepartment of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, England, UK.ORCID https://orcid.org/0000-0002-5489-6450
Simon Mark WalkerCentre for Health Economics, University of York, York, UK.ORCID https://orcid.org/0000-0002-5750-3691

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The Control of Blood Pressure and Risk Attenuation-Bangladesh, Pakistan, Sri Lanka (COBRA-BPS) programme is a community-based initiative for managing hypertension in rural South Asia. Previous analyses found the intervention more effective but too costly to be considered cost-effective, using a gross domestic product-based threshold cost-effectiveness threshold that overlooked Pakistan's constrained healthcare resources. Additionally, key benefits, such as avoided cardiovascular events and associated cost savings, were not considered. This study evaluates the long-term cost-effectiveness of the COBRA-BPS programme compared with the standard of care (SoC) in Pakistan. Methods: A Markov model was used to estimate long-term costs and health outcomes, measured in life years and disability-adjusted life years (DALYs). Cost-effectiveness was assessed using incremental cost-effectiveness ratios (ICERs) and net monetary benefit statistics. Thresholds of US$183 (based on Pakistan's marginal productivity of public health expenditure), US$500 and US$1000 per DALY averted were applied. Sensitivity analyses were conducted to assess robustness. Results: Based on the pooled results, the COBRA-BPS programme incurred higher costs than SoC, with an incremental cost of US$105 and an incremental gain of 0.41 DALYs averted over individuals' lifetimes, resulting in an ICER of US$252 per DALY averted. Conclusion: COBRA-BPS effectively reduces cardiovascular events but has marginal cost-effectiveness when evaluated against the US$183 per DALY threshold. However, it becomes cost-effective at higher thresholds. Compared with previous analyses, our study found a significantly lower cost per DALY averted, driven by substantial downstream cost savings from avoided cardiovascular events.

Indexed as

Cardiovascular DiseasesCommunity Healtheconomics

Identifiers

PMID41367549
PMCPMC12684083

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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 OpenQuestion graph.