Evidence map›Paper›PMID 37040342›Full record

ArticlePLOS global public health2023

Population health impact and economic evaluation of the CARDIO4Cities approach to improve urban hypertension management.

Theresa Reiker, Sarah Des Rosiers, Johannes Boch, Gautam Partha, Lakshmi Venkitachalam, Adela Santana, Abhinav Srivasatava, Joseph Barboza, Enkhtuya Byambasuren, Yara C Baxter and 13 more

Open access · goldAbstract read
In one paragraph

Article in PLOS global public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
13.1field-weighted citation impact, top 2% of its field
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

12 citing papers in PubMed, 23 citations in OpenAlex.

  1. Trial
  2. CARDIO4Cities: A roadmap for improving urban cardiovascular health.American journal of preventive cardiology · 2026
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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

23 authors at 8 institutions in 5 countries.

Theresa ReikerNovartis Foundation, Basel, Switzerland.ORCID https://orcid.org/0000-0001-5400-2464
Sarah Des RosiersNovartis Foundation, Basel, Switzerland.
Johannes BochNovartis Foundation, Basel, Switzerland.ORCID https://orcid.org/0000-0002-4050-2852
Gautam ParthaNovartis Healthcare Pvt. Ltd., Hyderabad, India.
Lakshmi VenkitachalamAmerican Heart Association, Dallas, Texas, United States of America.
Adela SantanaAmerican Heart Association, Dallas, Texas, United States of America.ORCID https://orcid.org/0000-0002-5223-5683
Abhinav SrivasatavaNovartis Healthcare Pvt. Ltd., Hyderabad, India.
Joseph BarbozaIntrahealth, Dakar, Senegal.
Enkhtuya ByambasurenMongolian Public Health Professionals' Association, Ulaanbaatar, Mongolia.
Yara C BaxterYC Baxter, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-5920-9093
Karina Mauro DibSecretaria Municipal da Saúde, São Paulo, Brazil.
Naranjargal DashdorjOnom Foundation, Ulaanbaatar, Mongolia.
Malick AnneMinistère de la Santé et de l'Action Sociale, Dakar, Senegal.
Renato W de OliveiraIQVIA, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-8476-3029
Mariana SilveiraInstituto Tellus, São Paulo, Brazil.
Jose M E FerrerAmerican Heart Association, Dallas, Texas, United States of America.ORCID https://orcid.org/0000-0003-2999-7687
Louise MorganAmerican Heart Association, Dallas, Texas, United States of America.
Olivia JonesAmerican Heart Association, Dallas, Texas, United States of America.
Tumurbaatar LuvsansambuuCapital City Health Department, Ulaanbaatar, Mongolia.
Luiz Aparecido BortolottoInstituto do Coração (InCor), Hospital das Clinicas da Faculdade de Medicina da Brazil, São Paulo, Brazil.
Luciano DragerInstituto do Coração (InCor), Hospital das Clinicas da Faculdade de Medicina da Brazil, São Paulo, Brazil.
Alvaro AvezumSociedade de Cardiologia do Estado de São Paulo (SOCESP), São Paulo, Brazil.
Ann AertsNovartis Foundation, Basel, Switzerland.
American Heart Association · USNovartis Foundation · CHNovartis (India) · INHospital Alemão Oswaldo Cruz · BRHospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo · BRHospital do Rim e Hipertensão · BRMinistère de la Santé Publique et Action Sociale · SNSecretaria Municipal de Saúde · BR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiovascular disease (CVD) is the leading cause of mortality worldwide, with 80% of that mortality occurring in low- and middle-income countries. Hypertension, its primary risk factor, can be effectively addressed through multisectoral, multi-intervention initiatives. However, evidence for the population-level impact on cardiovascular (CV) event rates and mortality, and the cost-effectiveness of such initiatives is scarce as long-term longitudinal data is often lacking. Here, we model the long-term population health impact and cost-effectiveness of a multisectoral urban population health initiative designed to reduce hypertension, conducted in Ulaanbaatar (Mongolia), Dakar (Senegal), and in the district of Itaquera in São Paulo (Brazil) in collaboration with the local governments. We based our analysis on cohort-level data among hypertensive patients on treatment and control rates from a real-world effectiveness study of the CARDIO4Cities approach (built on quality of care, early access, policy reform, data and digital, Intersectoral collaboration, and local ownership). We built a decision tree model to estimate the CV event rates during implementation (1-2 years) and a Markov model to project health outcomes over 10 years. We estimated the number of CV events averted and quality-adjusted life-years gained (QALYs through the initiative and assessed its cost-effectiveness based on the costs reported by the funder using the incremental cost effectiveness ratio (ICER) and published thresholds. A one-way sensitivity analysis was performed to assess the robustness of the results. The modelled patient cohorts included 10,075 patients treated for hypertension in Ulaanbaatar, 5,236 in Dakar, and 5,844 in São Paulo. We estimated that 3.3-12.8% of strokes and 3.0-12.0% of coronary heart disease (CHD) events were averted during 1-2 years of implementation in the three cities. We estimated that over the subsequent 10 years, 3.6-9.9% of strokes, 2.8-7.8% of CHD events, and 2.7-7.9% of premature deaths would be averted. The estimated ICER was USD 748 QALY gained in Ulaanbaatar, USD 3091 in Dakar, and USD 784 in São Paulo. With that, the intervention was estimated to be cost-effective in Ulaanbaatar and São Paulo. For Dakar, cost-effectiveness was met under WHO-CHOICE standards, but not under more conservative standards adjusted for purchasing power parity (PPP) and opportunity costs. The findings were robust to the sensitivity analysis. Our results provide evidence that the favorable impact of multisector systemic interventions designed to reduce the hypertension burden extend to long-term population-level CV health outcomes and are likely cost-effective. The CARDIO4Cities approach is predicted to be a cost-effective solution to alleviate the growing CVD burden in cities across the world.

Identifiers

PMID37040342
PMCPMC10089359
OpenAlexW4364352353

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.