Evidence map›Paper›PMID 35392954›Full record

ArticleHuman resources for health2022

Medical education interventions influencing physician distribution into underserved communities: a scoping review.

Asiana Elma, Muhammadhasan Nasser, Laurie Yang, Irene Chang, Dorothy Bakker, Lawrence Grierson

Open access · goldAbstract readScoping Review
In one paragraph

Article in Human resources for health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed
11.8field-weighted citation impact, top 1% of its field
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

28 citing papers in PubMed, 44 citations in OpenAlex.

  1. Article
  2. Rural Health Workforce Development Through the AHEC Scholars Model.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
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 at 2 institutions in 1 country.

Asiana ElmaDepartment of Family Medicine, Faculty of Health Sciences, David Braley Health Sciences Center, McMaster University, 100 Main St. W., Hamilton, ON, L8P 1H6, Canada.
Muhammadhasan NasserBachelor of Health Sciences Program, Faculty of Health Sciences, McMaster University, Hamilton, Canada.
Laurie YangBachelor of Health Sciences Program, Faculty of Health Sciences, McMaster University, Hamilton, Canada.
Irene ChangBachelor of Health Sciences Program, Faculty of Health Sciences, McMaster University, Hamilton, Canada.
Dorothy BakkerDepartment of Family Medicine, Faculty of Health Sciences, David Braley Health Sciences Center, McMaster University, 100 Main St. W., Hamilton, ON, L8P 1H6, Canada.
Lawrence GriersonDepartment of Family Medicine, Faculty of Health Sciences, David Braley Health Sciences Center, McMaster University, 100 Main St. W., Hamilton, ON, L8P 1H6, Canada. griersle@mcmaster.ca.ORCID 0000-0003-0739-5976
Hamilton Health Sciences · CAMcMaster University · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectivePhysician maldistribution is a global problem that hinders patients' abilities to access healthcare services. Medical education presents an opportunity to influence physicians towards meeting the healthcare needs of underserved communities when establishing their practice. Understanding the impact of educational interventions designed to offset physician maldistribution is crucial to informing health human resource strategies aimed at ensuring that the disposition of the physician workforce best serves the diverse needs of all patients and communities.

methodsA scoping review was conducted using a six-stage framework to help map current evidence on educational interventions designed to influence physicians' decisions or intention to establish practice in underserved areas. A search strategy was developed and used to conduct database searches. Data were synthesized according to the types of interventions and the location in the medical education professional development trajectory, that influence physician intention or decision for rural and underserved practice locations.

resultsThere were 130 articles included in the review, categorized according to four categories: preferential admissions criteria, undergraduate training in underserved areas, postgraduate training in underserved areas, and financial incentives. A fifth category was constructed to reflect initiatives comprised of various combinations of these four interventions. Most studies demonstrated a positive impact on practice location, suggesting that selecting students from underserved or rural areas, requiring them to attend rural campuses, and/or participate in rural clerkships or rotations are influential in distributing physicians in underserved or rural locations. However, these studies may be confounded by various factors including rural origin, pre-existing interest in rural practice, and lifestyle. Articles also had various limitations including self-selection bias, and a lack of standard definition for underservedness.

conclusionsVarious educational interventions can influence physician practice location: preferential admissions criteria, rural experiences during undergraduate and postgraduate medical training, and financial incentives. Educators and policymakers should consider the social identity, preferences, and motivations of aspiring physicians as they have considerable impact on the effectiveness of education initiatives designed to influence physician distribution in underserved locations.

Indexed as

Education, MedicalPhysiciansRural Health ServicesHumansMedically Underserved AreaProfessional Practice LocationRural PopulationWorkforceGraduate medical educationHealth WorkforceMedical educationPractice locationSelection criteriaUndergraduate medical education

Identifiers

PMID35392954
PMCPMC8991572
OpenAlexW4223502667

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.