Evidence map›Paper›PMID 40680101›Full record

ArticlePLOS global public health2025

Bending the curve: Modeling the impact of reducing risk factors for noncommunicable diseases to control future health expenditures in Latin America and the Caribbean.

Andres I Vecino-Ortiz, Timothy Roberton, Angelica López-Hernández, Caitlin M Noonan, Angela P Vega Landaeta, Daniel Maceira, Yvonne N Flores, Claudio A Mora-García, Paulina Giusti, T Alafia Samuels and 8 more

Abstract read
In one paragraph

Article in PLOS global 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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

18 authors.

Andres I Vecino-OrtizDepartment of International Health, Health Systems program, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.ORCID https://orcid.org/0000-0002-8089-2488
Timothy RobertonFaculty of Health and Medical Sciences, School of Population and Global Health, University of Western Australia, Perth, Australia.ORCID https://orcid.org/0000-0001-6413-2289
Angelica López-HernándezDepartment of International Health, Health Systems program, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.ORCID https://orcid.org/0000-0002-6293-7531
Caitlin M NoonanDepartment of International Health, Health Systems program, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.
Angela P Vega LandaetaPontificia Universidad Javeriana, Instituto de Salud Pública.
Daniel MaceiraUniversity of Buenos Aires, Economics Department; National Council for Scientific and Technical Research (CONICET); Center for the Study of State and Society (CEDES), Buenos Aires, Argentina.ORCID https://orcid.org/0000-0003-0542-2184
Yvonne N FloresUnidad de Investigación Epidemiológica y en Servicios de Salud, Morelos, Instituto Mexicano del Seguro Social, Cuernavaca, Morelos, México.ORCID https://orcid.org/0000-0002-0601-357X
Claudio A Mora-GarcíaBusiness School, INCAE University, San Jose, Costa Rica.
Paulina GiustiInstituto de Análisis y Gestión, Lima, Peru.
T Alafia SamuelsCaribbean Institute for Health Research, The University of the West Indies, Kingston, Jamaica.ORCID https://orcid.org/0000-0001-6047-189X
Natalia Palacio-MartínezDepartamento Administrativo Nacional de Estadística, Bogota, Colombia.ORCID https://orcid.org/0000-0002-7076-0262
Andrea PradoBusiness School, INCAE University, San Jose, Costa Rica.
Carla MachadoSchool of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.ORCID https://orcid.org/0000-0002-6871-0709
Charmaine MetivierHEU, Centre for Health Economics, The University of the West Indies, St. Augustine Campus, St. Augustine, Trinidad and Tobago.ORCID https://orcid.org/0000-0001-5733-0404
Christine LaptisteHEU, Centre for Health Economics, The University of the West Indies, St. Augustine Campus, St. Augustine, Trinidad and Tobago.ORCID https://orcid.org/0000-0002-3438-1994
Althea La FoucadeHEU, Centre for Health Economics, The University of the West Indies, St. Augustine Campus, St. Augustine, Trinidad and Tobago.ORCID https://orcid.org/0000-0001-8416-224X
Vyjanti BeharryHEU, Centre for Health Economics, The University of the West Indies, St. Augustine Campus, St. Augustine, Trinidad and Tobago.ORCID https://orcid.org/0009-0000-5084-4496
Krishna D RaoDepartment of International Health, Health Systems program, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Addressing the World Health Organization's noncommunicable disease (NCD) "best buys" is key to reducing the disease burden in Latin America and the Caribbean (LAC). Yet, the potential impact of addressing NCD risk factors on current health expenditures (CHE) in LAC countries is unknown. This study uses both Global Burden of Disease (GBD) data and administrative information to model the impact of addressing four risk factors on CHE trends for 24 LAC countries. A comparative risk assessment model estimates changes in CHE associated with reducing five NCDs. Reducing the prevalence of the four risk factors by 10% could save $ 185 billion in cumulative expenditure by 2050 (1.32% of cumulative expenditure from 2020 to 2050) for all LAC countries assessed, with substantial heterogeneity across risk factors. Reducing the prevalence of high blood pressure had the largest impact. On average, a reduction of 10% in high blood pressure, tobacco use, high blood glucose, and alcohol use would reduce cumulative CHE by US$59bn (0.4% of the cumulative CHE by 2050), US$68bn (0.5%), US$46bn (0.3%), and US$12bn (0.1%), respectively for all LAC countries. While addressing NCD risk factors is a key step to improving health in LAC countries, the impact on CHE is relatively small though meaningful in absolute terms, and additional strategies need to be implemented to control increasing CHE levels that threaten health systems' sustainability.

Identifiers

PMID40680101
PMCPMC12273971

What OpenQuestion holds

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Registered trials

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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.