Evidence map›Paper›PMID 35991106›Full record

ArticleJournal of graduate medical education2022

Family Medicine Residencies: How Rural Training Exposure in GME Is Associated With Subsequent Rural Practice.

Deborah J Russell, Elizabeth Wilkinson, Stephen Petterson, Candice Chen, Andrew Bazemore

Abstract read
In one paragraph

Article in Journal of graduate medical education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing 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

34 citing papers in PubMed.

  1. Article
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  3. Importance of Global Health Opportunities in Residency Selection Among Otolaryngology Applicants.World journal of otorhinolaryngology - head and neck surgery · 2026
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  8. Health Resources and Services Administration and Veterans Affairs Funding Intersections Expand Graduate Medical Education Training Opportunities in Rural and Underserved Areas.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
    Article
  9. Article
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  12. Article
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  15. Article
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  18. Rural and Underserved Graduate Medical Education: A Strategy for Aligning Psychiatry Training with Population Needs.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2024
    Article
  19. Article
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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

5 authors.

Deborah J Russellis Senior Research Fellow, Menzies School of Health Research, Charles Darwin University, Northern Territory, Australia.ORCID https://orcid.org/0000-0003-2221-7334
Elizabeth Wilkinsonis former Junior Analyst, Robert Graham Center for Policy Studies in Family Medicine and Primary Care.
Stephen Pettersonis Affiliate Faculty, The George Washington University Milken Institute School of Public Health.
Candice Chenis Associate Professor, The George Washington University Milken Institute School of Public Health.
Andrew Bazemoreis Senior Vice President of Research and Policy, American Board of Family Medicine, and Co-Director, Center for Professionalism and Value in Health Care.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Rural US populations face a chronic shortage of physicians and an increasing gap in life expectancy compared to urban US populations, creating a need to understand how to increase residency graduates' desire to practice in such areas. Objective: This study quantifies associations between the amount of rural training during family medicine (FM) residencies and subsequent rural work. Methods: American Medical Association (AMA) Masterfile, AMA graduate medical education (GME) supplement, American Board of Family Medicine certification, Accreditation Council for Graduate Medical Education (ACGME), and Centers for Medicare and Medicaid Services hospital costs data were merged and analyzed. Multiple logistic regression measured associations between rural training and rural or urban practice in 2018 by all 12 162 clinically active physicians who completed a US FM residency accredited by the ACGME between 2008 and 2012. Analyses adjusted for key potential confounders (age, sex, program size, region, and medical school location and type) and clustering by resident program. Results: Most (91%, 11 011 of 12 162) residents had no rural training. A minority (14%, 1721 of 12 162) practiced in a rural location in 2018. Residents with no rural training comprised 80% (1373 of 1721) of those in rural practice in 2018. Spending more than half of residency training months in rural areas was associated with substantially increased odds of rural practice (OR 5.3-6.3). Only 4% (424 of 12 162) of residents spent more than half their training in rural locations, and only 5% (26 of 436) of FM training programs had residents training mostly in rural settings or community-based clinics. Conclusions: There is a linear gradient between increasing levels of rural exposure in FM GME and subsequent rural work.

Indexed as

Family PracticeInternship and ResidencyAccreditationAgedEducation, Medical, GraduateHumansMedicareUnited States

Identifiers

PMID35991106
PMCPMC9380633

What OpenQuestion holds

Textmetadata
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.