ArticleBMC medical education2025
Beyond the urban lure: factors associated with medical students' intentions to practice in LMICs disadvantaged areas.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.