Evidence map›Paper›PMID 33125387›Full record

ArticlePLoS medicine2020

Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.

Thomas Hone, Valeria Saraceni, Claudia Medina Coeli, Anete Trajman, Davide Rasella, Christopher Millett, Betina Durovni

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed, 1 pooled it
8.8field-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

37 citing papers in PubMed, 1 synthesis or guideline pooled it, 53 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Childhood vaccination coverage and socioeconomic inequalities in the Northern region of Brazil.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2026
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  8. Cardiovascular diseaseLancet regional health. Americas · 2025
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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

7 authors at 6 institutions in 2 countries.

Thomas HonePublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, United Kingdom.ORCID 0000-0003-0703-6973
Valeria SaraceniHealth Surveillance Branch, Secretaria Municipal de Saúde do Rio de Janeiro, Rio de Janeiro, Brazil.ORCID 0000-0001-7360-6490
Claudia Medina CoeliInstituto de Estudos em Saúde Coletiva, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.ORCID 0000-0003-1757-3940
Anete TrajmanPrograma de Pós-graduação em Clínica Médica, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.ORCID 0000-0002-4000-4984
Davide RasellaPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, United Kingdom.ORCID 0000-0002-7260-4386
Christopher MillettPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, United Kingdom.ORCID 0000-0002-0793-9884
Betina DurovniCentro de Estudos Estratégicos, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
Universidade Federal do Rio de Janeiro · BRFundação Oswaldo Cruz · BRImperial College London · GBSecretaria Municipal de Saúde · BRUniversidade de São Paulo · BRUniversidade Federal da Bahia · BR

Funding

Medical Research Council MR/P014593/1Wellcome Trust 109949/Z/15/Z
6 · The paper itself

Abstract

backgroundExpanding delivery of primary healthcare to urban poor populations is a priority in many low- and middle-income countries. This remains a key challenge in Brazil despite expansion of the country's internationally recognized Family Health Strategy (FHS) over the past two decades. This study evaluates the impact of an ambitious program to rapidly expand FHS coverage in the city of Rio de Janeiro, Brazil, since 2008. METHODS AND

findingsA cohort of 1,241,351 low-income adults (observed January 2010-December 2016; total person-years 6,498,607) with linked FHS utilization and mortality records was analyzed using flexible parametric survival models. Time-to-death from all-causes and selected causes were estimated for FHS users and nonusers. Models employed inverse probability treatment weighting and regression adjustment (IPTW-RA). The cohort was 61% female (751,895) and had a mean age of 36 years (standard deviation 16.4). Only 18,721 individuals (1.5%) had higher education, whereas 102,899 (8%) had no formal education. Two thirds of individuals (827,250; 67%) were in receipt of conditional cash transfers (Bolsa Família). A total of 34,091 deaths were analyzed, of which 8,765 (26%) were due to cardiovascular disease; 5,777 (17%) were due to neoplasms; 5,683 (17%) were due to external causes; 3,152 (9%) were due to respiratory diseases; and 3,115 (9%) were due to infectious and parasitic diseases. One third of the cohort (467,155; 37.6%) used FHS services. In IPTW-RA survival analysis, an average FHS user had a 44% lower hazard of all-cause mortality (HR: 0.56, 95% CI 0.54-0.59, p < 0.001) and a 5-year risk reduction of 8.3 per 1,000 (95% CI 7.8-8.9, p < 0.001) compared with a non-FHS user. There were greater reductions in the risk of death for FHS users who were black (HR 0.50, 95% CI 0.46-0.54, p < 0.001) or pardo (HR 0.57, 95% CI 0.54-0.60, p < 0.001) compared with white (HR 0.59, 95% CI 0.56-0.63, p < 0.001); had lower educational attainment (HR 0.50, 95% CI 0.46-0.55, p < 0.001) for those with no education compared to no significant association for those with higher education (p = 0.758); or were in receipt of conditional cash transfers (Bolsa Família) (HR 0.51, 95% CI 0.49-0.54, p < 0.001) compared with nonrecipients (HR 0.63, 95% CI 0.60-0.67, p < 0.001). Key limitations in this study are potential unobserved confounding through selection into the program and linkage errors, although analytical approaches have minimized the potential for bias.

conclusionsFHS utilization in urban poor populations in Brazil was associated with a lower risk of death, with greater reductions among more deprived race/ethnic and socioeconomic groups. Increased investment in primary healthcare is likely to improve health and reduce health inequalities in urban poor populations globally.

Indexed as

AdultBrazilCitiesCohort StudiesDelivery of Health CareFamily HealthFemaleHealth ServicesHumansMalePovertyPrimary Health CareSocioeconomic FactorsUrban PopulationVulnerable Populations

Identifiers

PMID33125387
PMCPMC7598481
OpenAlexW3097800094

What OpenQuestion 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 OpenQuestion graph.