Related Experiment Video
Updated: Aug 31, 2025

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology
Published on: September 28, 2022
Family Medicine Residencies: How Rural Training Exposure in GME Is Associated With Subsequent Rural Practice.
Deborah J Russell1, Elizabeth Wilkinson2, Stephen Petterson3
1is Senior Research Fellow, Menzies School of Health Research, Charles Darwin University, Northern Territory, Australia.
Increased rural training during family medicine (FM) residencies significantly boosts the likelihood of graduates practicing in rural areas. More extensive rural exposure in graduate medical education (GME) is key to addressing physician shortages in underserved regions.
Area of Science:
- Medical Education
- Rural Health
- Physician Workforce Distribution
Background:
- Rural US populations experience physician shortages and lower life expectancy compared to urban areas.
- A critical need exists to encourage residency graduates to practice in rural settings.
- Understanding factors influencing rural practice is essential for improving healthcare access.
Purpose of the Study:
- To quantify the association between the duration of rural training during family medicine residencies and the likelihood of subsequent rural practice.
- To identify the impact of rural exposure in graduate medical education (GME) on physician practice location.
- To inform strategies for increasing the number of physicians practicing in rural communities.
Main Methods:
- Merged data from multiple sources: AMA Masterfile, AMA GME supplement, ABFM certification, ACGME, and CMS hospital costs.
- Utilized multiple logistic regression to analyze associations between rural training and practice location (rural/urban) in 2018.
- Included 12,162 physicians who completed US FM residencies (2008-2012), adjusting for confounders like age, sex, program size, and location.
Main Results:
- Only 14% of physicians practiced rurally in 2018; 80% of these had no prior rural training.
- Physicians with no rural training constituted the majority of those practicing rurally.
- Spending over half of residency training in rural areas was strongly associated with increased odds of rural practice (OR 5.3-6.3).
- Few residents (4%) and programs (5%) had substantial rural training exposure.
Conclusions:
- A clear linear relationship exists between the extent of rural training exposure during FM GME and subsequent rural practice.
- Increasing rural training components in residency programs can effectively promote rural physician workforce development.
- Targeted GME interventions focusing on rural exposure are vital for addressing rural healthcare disparities.
More Related Videos
Related Concept Videos
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Primary Healthcare Services
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
Methods of Documentation II: POMR
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Secondary Healthcare System

