Evidence map›Paper›PMID 37297587›Full record

SynthesisInternational journal of environmental research and public health2023

Educational Strategies to Reduce Physician Shortages in Underserved Areas: A Systematic Review.

Alexandre Medeiros de Figueiredo, Antonio Olry de Labry Lima, Daniela Cristina Moreira Marculino de Figueiredo, Alexandre José de Melo Neto, Erika Maria Sampaio Rocha, George Dantas de Azevedo

Abstract readSystematic Review
In one paragraph

Synthesis in International journal of environmental research and public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Addressing sexual violence: A FIGO Committee on Women Facing Crises consensus statement.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
  2. Review
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

6 authors.

Alexandre Medeiros de FigueiredoDepartment of Health Promotion, Federal University of Paraíba, Campus I, Jardim Universitário, S/N, Castelo Branco, João Pessoa 58051-900, Paraiba, Brazil.ORCID 0000-0003-1433-088X
Antonio Olry de Labry LimaAndalusian School of Public Health, Cuesta del Observatorio 4, Campus Universitario de Cartuja, 18011 Granada, Andalusia, Spain.ORCID 0000-0001-5448-1370
Daniela Cristina Moreira Marculino de FigueiredoDepartment of Statistics, Federal University of Paraíba, Campus I, Jardim Universitário, S/N, Castelo Branco, João Pessoa 58051-900, Paraíba, Brazil.ORCID 0000-0001-9443-1191
Alexandre José de Melo NetoDepartment of Health Promotion, Federal University of Paraíba, Campus I, Jardim Universitário, S/N, Castelo Branco, João Pessoa 58051-900, Paraiba, Brazil.ORCID 0000-0001-5993-9280
Erika Maria Sampaio RochaHealth Science Training Center, Federal University of Espírito Santo, Av. Fernando Ferrari, 514, Goiabeiras, Vitória 29075-910, Espirito Santo, Brazil.ORCID 0000-0003-4347-0531
George Dantas de AzevedoMulticampi School of Medical Sciences, Federal University of Rio Grande do Norte, Av. Cel Martiniano, 541, Caico 59300-000, Rio Grande do Norte, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The shortage of physicians in rural and underserved areas is an obstacle to the implementation of Universal Health Coverage (UHC). We carried out a systematic review to analyze the effectiveness of initiatives in medical education aimed to increase the supply of physicians in rural or underserved areas. We searched for studies published between 1999 and 2019 in six databases, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Interventional or observational controlled studies were defined as inclusion criteria. A total of 955 relevant unique records were selected for inclusion, which resulted in the identification of 17 articles for analysis. The admission of students from rural areas associated with a rural curriculum represented 52.95% of the interventions. Medical practice after graduation in rural or underserved areas was the most evaluated outcome, representing 12 publications (70.59%). Participants of these educational initiatives were more likely to work in rural or underserved areas or to choose family medicine, with significant differences between the groups in 82.35% of the studies. Educational strategies in undergraduate and medical residencies are effective. However, it is necessary to expand these interventions to ensure the supply of physicians in rural or urban underserved areas.

Indexed as

PhysiciansRural Health ServicesCurriculumFamily PracticeHumansMedically Underserved AreaStudentscareer choiceeducationmedicalmedically underserved area

Identifiers

PMID37297587
PMCPMC10252282

What OpenQuestion holds

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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.