Evidence map›Paper›PMID 32066457›Full record

ArticleHuman resources for health2020

The role of private education in the selection of primary care careers in low and middle-income countries. Findings from a representative survey of medical residents in Brazil.

Giuliano Russo, Alex J Flores Cassenote, Aline G Alves Guilloux, Mário César Scheffer

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In one paragraph

Article in Human resources for health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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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.

Giuliano RussoInstitute of Population Health Sciences, Queen Mary University of London, 58 Turner street, E1 2AB, London, United Kingdom. g.russo@qmul.ac.uk.ORCID 0000-0002-2716-369X
Alex J Flores CassenoteDepartamento da Medicina Preventiva, Faculdade de Medicina da Universidade de São Paulo, CEP:01246-903, Av. Dr Arnaldo, 455, São Paulo, Brazil.
Aline G Alves GuillouxDepartamento da Medicina Preventiva, Faculdade de Medicina da Universidade de São Paulo, CEP:01246-903, Av. Dr Arnaldo, 455, São Paulo, Brazil.
Mário César SchefferDepartamento da Medicina Preventiva, Faculdade de Medicina da Universidade de São Paulo, CEP:01246-903, Av. Dr Arnaldo, 455, São Paulo, Brazil.

Funding

Medical Research Council MRC / R022747 / 1Medical Research Council MR/R022747/1
6 · The paper itself

Abstract

backgroundPrimary health care (PHC) doctors' numbers are dwindling in high- as well as low-income countries, which is feared to hamper the achievement of Universal Health Coverage goals. As a large proportion of doctors are privately educated and private medical schools are becoming increasingly common in middle-income settings, there is a debate on whether private education represents a suitable mean to increase the supply of PHC physicians. We analyse the intentions to practice of medical residents in Brazil to understand whether these differ for public and private schools.

methodsDrawing from the literature on the selection of medical specialties, we constructed a model for the determinants of medical students' intentions to practice in PHC, and used secondary data from a nationally representative sample of 4601 medical residents in Brazil to populate it. Multivariate analysis and multilevel cluster models were employed to explore the association between perspective physicians' choice of practice and types of schools attended, socio-economic characteristics, and their values and opinions on the profession.

resultsOnly 3.7% of residents in our sample declared an intention to practice in PHC, with no significant association with the public or private nature of the medical schools attended. Instead, having attended a state secondary school (p = 0.028), having trained outside Brazil's wealthy South East (p < 0.001), not coming from an affluent family (p = 0.037), and not having a high valuation of career development opportunities (p < 0.001) were predictors of willingness to practice in PHC. A low consideration for quality of life, for opportunities for treating patients, and for the liberal aspects of the profession were also associated with future physicians' intentions to work in primary care (all p < 0.001).

conclusionsIn Brazil, training in public or private medical schools does not influence the intention to practice in PHC. But students from affluent backgrounds, with private secondary education, and graduating in the rich South East were found to be overrepresented in both types of training institutions, and this is what appears to negatively impact the selection of PHC careers. With a view to increasing the supply of PHC practitioners in middle-income countries, policies should focus on opening medical schools in rural areas and improving access for students from disadvantaged backgrounds.

Indexed as

Career ChoiceDeveloping CountriesInternship and ResidencyPrimary Health CarePrivate SectorSchoolsBrazilFemaleHumansIntentionMaleMultivariate AnalysisStudents, MedicalSurveys and QuestionnairesChoice of medical specialtiesFamily medicine in LMICsMedical education in LMICsPhysicians in BrazilPrimary care and UHCPrivate medical schools

Identifiers

PMID32066457
PMCPMC7027019

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LicenceCC BY
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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.