Related Experiment Video
Updated: Nov 27, 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
Distribution of Physician Specialties by Rurality
Tyler Barreto1, Anuradha Jetty2, Aimee R Eden3
1Sea Mar Marysville Family Medicine Residency, Marysville, Washington.
Purpose:
Physicians of all specialties are more likely to live and work in urban areas than in rural areas. Physician availability affects the health and economy of rural communities. This study aimed to measure and update the availability of physician specialties in rural counties.
Methods:
This analysis included all counties with a Rural-Urban Continuum Code (RUCC) between 4 and 9. Geographically identified physician data from the 2019 American Medical Association Masterfile was merged with 2019 County Health Rankings, the Census Bureau's 2010 county-level population data, and 2010 Topologically Integrated Geographic Encoding and Referencing shapefiles. Multivariate logistic regression was performed to assess the availability of physicians by specialty in rural counties.
Findings:
Of the 1,947 rural counties in our sample, 1,825 had at least 1 physician. Specialties including emergency medicine, cardiology, psychiatry, diagnostic radiology, general surgery, anesthesiology, and OB/GYN were less available than primary care physicians (PCPs) in all rural counties. The probability of a rural county having a PCP was the highest in RUCC 4 (1.0) and lowest in RUCC 8 (0.93). Of all primary care specialties, family medicine was the most evenly distributed across the rural continuum, with a probability of 1.0 in RUCC 4 and 0.88 in RUCC 9.
Conclusions:
Family medicine is the physician specialty most likely to be present in rural counties. Policy efforts should focus on maintaining the training and scope of practice of family physicians to serve the health care needs of rural communities where other specialties are less likely to practice.
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...
Distribution and Dispersion
Secondary Healthcare System
Interdisciplinary Care: The Health Care Team-I
Physicians
The physician's primary responsibility is to diagnose illness and direct the medical or surgical treatment of the condition. The authority to admit patients to a healthcare agency or institution and practice care within that setting is granted to physicians by the healthcare agency or institution...
Specialized Care Centers and Settings-I
Daycare centers
They provide several functions. Some facilities care for healthy newborns and children whose parents work, while others are medically focused and care for...
Factors Affecting Drug Distribution: Miscellaneous Factors
Age plays a significant role due to differences in body composition among different age groups. Infants, for instance, have a higher proportion of total body water and lower albumin levels, a protein that binds drugs in the bloodstream. This unique composition in infants enhances the...

