Evidence map›Paper›PMID 36776706›Full record

ArticleLancet regional health. Americas2021

The quality of alternative models of primary health care and morbidity and mortality in Brazil: a national longitudinal analysis.

Matías Mrejen, Rudi Rocha, Christopher Millett, Thomas Hone

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

4 authors.

Matías MrejenInstituto de Estudos para Políticas de Saúde (IEPS), São Paulo, SP, Brazil.
Rudi RochaInstituto de Estudos para Políticas de Saúde (IEPS), São Paulo, SP, Brazil.
Christopher MillettPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, W6 8RP, UK.
Thomas HonePublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, W6 8RP, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Evidence is limited on health benefits from quality improvement of primary healthcare (PHC) in low- and middle-income countries (LMICs). This study investigated whether increasing PHC quality in Brazil with highly-skilled health professionals and integrated community health workers (CHWs) was associated with reductions in hospitalizations and mortality beyond benefits derived from increasing access. Methods: Annual municipal-level data for 5,411 municipalities between 2000 and 2014 were analysed using fixed effects panel regressions. PHC quality was measured as: i) the proportion of consultations provided by highly-skilled health professionals (doctors and nurses); and ii) the proportion of visits provided by CHWs from multidisciplinary PHC teams. Models assessed associations between PHC quality and hospitalization and mortality from diabetes, cardiovascular disease (CVD), tuberculosis, leprosy, perinatal and maternal causes, and adjusted for PHC access, utilisation, presence of secondary care services, and socioeconomic factors. Findings: A one percentage point increase in the proportion of consultations provided by highly-skilled health professionals was associated with 0•019 fewer deaths from diabetes per 100,000 population (95%CI: -0•034, -0•003; p-value: 0.0167) and 0•029 fewer hospitalizations per 100,000 from leprosy (95%CI: -0•055, -0•002; p-value: 0.0321). A one percentage point increase in the proportion of care provided by CHWs from multidisciplinary PHC teams was associated with 0•025 fewer deaths from CVD per 100,000 (95%CI: -0•050, -0•001; p-value: 0.0442) and 0•148 fewer maternal hospital admissions per 100,000 (95%CI: -0•286, -0•010; p-value: 0.0356). No significant associations were found for the other twenty pairs of exposures and outcomes analysed. Interpretation: Investing in higher-quality PHC models with highly-skilled health professionals and integrated CHWs can deliver reductions in mortality and hospitalizations in LMICs. Funding: None.

Identifiers

PMID36776706
PMCPMC9903814

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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.