Evidence map›Paper›PMID 40598213›Full record

ArticleBMC medical education2025

Beyond the urban lure: factors associated with medical students' intentions to practice in LMICs disadvantaged areas.

Farah Christina Noya, Johan Bruiyf Bension, Laura Bianca Sylvia Huwae, Parningotan Yosi Silalahi, Vebiyanti Tentua, Amanda Gracia Manuputty, Marthen Yoseph Matakupan, Efatha Irene Rutumalessy, Nerissa Alviana Sutantie, Karel Josafat Romario Souhoka

Abstract read
In one paragraph

Article in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Farah Christina NoyaDepartment of Medical Education, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia. farah.noya@lecturer.unpatti.ac.id.
Johan Bruiyf BensionDepartment of Medical Education, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia.
Laura Bianca Sylvia HuwaeMedical Doctor Profession Study Program, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia.
Parningotan Yosi SilalahiDepartment of Island Doctors and Telemedicine, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia.
Vebiyanti TentuaBachelor of Medicine Study Program, Faculty of Medicine, Universitas Pattimura, Jl. Ir. Putuhena Poka, 97233, Ambon, Maluku, Indonesia.
Amanda Gracia ManuputtyDepartment of Dermatology and Venereology, Faculty of Medicine, Universitas Pattimura, Jl. Ir. Putuhena Poka, 97233, Ambon, Maluku, Indonesia.
Marthen Yoseph MatakupanDepartment of Island Doctors and Telemedicine, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia.
Efatha Irene RutumalessyDepartment of Medical Education, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia.
Nerissa Alviana SutantieDepartment of Medical Education, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia.
Karel Josafat Romario SouhokaDepartment of Medical Education, Faculty of Medicine, Universitas Pattimura. Jl. Ir. Putuhena Poka, Ambon, Maluku, 97233, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Healthcare disparities in low- and middle-income countries (LMICs) are exacerbated by the uneven distribution of healthcare professionals, with a higher concentration in urban areas. This study investigated factors influencing medical students' intentions to practice in disadvantaged, frontier, and outermost regions (DFORs). Key findings revealed that: (1) students perceiving the medical school curriculum as relevant to DFOR practice were significantly more likely to intend to serve there; (2) strong ties to DFOR, including birthplace, high school attendance, and local university pathways, significantly increased the likelihood of service intention; and (3) financial support from local governments and recognition from local authorities significantly incentivized students to serve in their home regions. These findings highlight the critical roles of curriculum relevance, community engagement, and financial incentives in attracting and retaining physicians in DFORs. The study contributes valuable insights into strategies for improving healthcare access and addressing health disparities in underserved areas, particularly within the LMICs context.

Indexed as

Career ChoiceDeveloping CountriesIntentionMedically Underserved AreaStudents, MedicalAdultCurriculumFemaleHealthcare DisparitiesHumansMaleVulnerable PopulationsYoung AdultCommunity EngagementCurriculum RelevanceDisadvantagedFinancial IncentivesFrontier, and Outermost Regions (DFORs)Healthcare DisparitiesLow-and Middle-Income Countries (LMICs)Medical EducationMedical Student Intentions

Identifiers

PMID40598213
PMCPMC12211936

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.