Evidence map›Paper›PMID 36179752›Full record

ArticleThe lancet. HIV2022

Effect of a conditional cash transfer programme on AIDS incidence, hospitalisations, and mortality in Brazil: a longitudinal ecological study.

Gabriel Alves de Sampaio Morais, Laio Magno, Andrea F Silva, Nathalia S Guimarães, José Alejandro Ordoñez, Luís Eugênio Souza, James Macinko, Inês Dourado, Davide Rasella

Open access · greenAbstract read
In one paragraph

Article in The lancet. HIV, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
5.4field-weighted citation impact, top 4% 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

15 citing papers in PubMed, 26 citations in OpenAlex.

  1. Predictors of mortality among individuals with advanced HIV disease in a contemporary Brazilian cohort.Revista panamericana de salud publica = Pan American journal of public health · 2026
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  9. Predictors of mortality among individuals with advanced HIV disease in a contemporary Brazilian cohort.Revista panamericana de salud publica = Pan American journal of public health · 2025
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  15. Spatial distribution and temporal trends of AIDS in Brazil and regions between 2005 and 2020.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2023
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 3 countries.

Gabriel Alves de Sampaio MoraisCollective Health Institute, Federal University of Bahia, Salvador, Brazil. Electronic address: gabriel.morais@ufba.br.
Laio MagnoLife Science Department, University of the State of Bahia, Salvador, Brazil.
Andrea F SilvaCollective Health Institute, Federal University of Bahia, Salvador, Brazil.
Nathalia S GuimarãesCollective Health Institute, Federal University of Bahia, Salvador, Brazil.
José Alejandro OrdoñezCollective Health Institute, Federal University of Bahia, Salvador, Brazil.
Luís Eugênio SouzaCollective Health Institute, Federal University of Bahia, Salvador, Brazil.
James MacinkoUCLA Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA.
Inês DouradoCollective Health Institute, Federal University of Bahia, Salvador, Brazil.
Davide RasellaCollective Health Institute, Federal University of Bahia, Salvador, Brazil; ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain.
Universidade Federal da Bahia · BRUniversidade do Estado da Bahia · BRUniversity of California, Los Angeles · US

Funding

The impact of social determinants, conditional cash transfers and primary health care on HIV/AIDS: an integrated retrospective and forecasting approach based on a cohort of 100 million BraziliansR01AI152938 · NIAID · FEDERAL UNIVERSITY OF BAHIA · PI RASELLA, DAVIDE · 2020 to 2024
$2.0M
NIAID NIH HHS R01 AI152938
6 · The paper itself

Abstract

backgroundOne of the biggest challenges of the response to the AIDS epidemic is to reach the poorest people. In 2004, Brazil implemented one of the world's largest conditional cash transfer programmes, the Bolsa Família Programme (BFP). We aimed to evaluate the effect of BFP coverage on AIDS incidence, hospitalisations, and mortality in Brazil.

methodsIn this longitudinal ecological study, we developed a conceptual framework linking key mechanisms of BFP effects on AIDS indicators and used ecological panel data from 5507 Brazilian municipalities over the period of 2004-18. We used government sources to calculate municipal-level AIDS incidence, hospitalisation, and mortality rates, and used multivariable regressions analyses of panel data with fixed-effects negative binomial models to estimate the effect of BFP coverage, which was classified as low (0-29%), intermediate (30-69%), and high (≥70%), on AIDS indicators, while adjusting for all relevant demographic, socioeconomic, and health-care covariates at the municipal level.

findingsBetween 2004 and 2018, in the municipalities under study, 601 977 new cases of AIDS were notified, of which 376 772 (62·6%) were in males older than 14 years, 212 465 (35·3%) were in females older than 14 years, and 12 740 (2·1%) were in children aged 14 years or younger. 533 624 HIV/AIDS-related hospitalisations, and 176 868 AIDS-related deaths had been notified. High BFP coverage was associated with reductions in incidence rate ratios of 5·1% (95% CI 0·9-9·1) for AIDS incidence, 14·3% (7·7-20·5) for HIV/AIDS hospitalisations, and 12·0% (5·2-18·4) for AIDS mortality. The effect of the BFP on AIDS indicators was more pronounced in municipalities with higher AIDS endemicity levels, with reductions in incidence rate ratios of 12·7% (95% CI 5·4-19·4) for AIDS incidence, 21·1% (10·7-30·2) for HIV/AIDS hospitalisations, and 14·7% (3·2-24·9) for AIDS-related mortality, and reductions in AIDS incidence of 14·6% (5·9-22·5) in females older than 14 years, 9·7% (1·4-17·3) in males older than 14 years, and 24·5% (0·5-42·7) in children aged 14 years or younger.

interpretationThe effect of BFP coverage on AIDS indicators in Brazil could be explained by the reduction of households' poverty and by BFP health-related conditionalities. The protection of the most vulnerable populations through conditional cash transfers could contribute to the reduction of AIDS burden in low-income and middle-income countries.

fundingUS National Institute of Allergy and Infectious Diseases, National Institutes of Health. TRANSLATION: For the Portugese translation of the abstract see Supplementary Materials section.

Indexed as

Acquired Immunodeficiency SyndromeHIV InfectionsBrazilChildFemaleHospitalizationHumansIncidenceMale

Identifiers

PMID36179752
PMCPMC9577474
OpenAlexW4297231289

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.