Related Experiment Video
Updated: May 21, 2026

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
The relationship between matriculating medical students' planned specialties and eventual rural practice outcomes
Howard K Rabinowitz1, James J Diamond, Fred W Markham
1Department of Family and Community Medicine, Jefferson Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA. Howard.Rabinowitz@jefferson.edu
Purpose:
To analyze the previously unknown relationships between the specialty plans of entering medical students and their eventual rural practice outcomes.
Method:
For 5,419 graduates from the 1978-2002 classes of Jefferson Medical College, their self-reported specialty plans at the time of matriculation were obtained from the Jefferson Longitudinal Study, as were their 2007 practice locations. Specialty plans were grouped into 12 categories, and the percentages of graduates initially planning each specialty group who were actually practicing in rural areas were determined.
Results:
Entering medical students' specialty plans were strongly related to eventual rural practice (P < .001). Those students planning family medicine were "highly likely" to practice in rural areas (29.4%, 238/810). They were 1.5 times as likely to practice rural as a "mid-likely" group (those planning general surgery, psychiatry, emergency medicine, general internal medicine, or one of the medical subspecialties: 19.6% [range 17.9%-21.0%], 229/1,167). Students planning family medicine were also 2.1 times as likely to practice rural as those students planning a "lower-likely" group (those planning general pediatrics, one of the surgical subspecialties, the hospital specialties of radiology, anesthesiology and pathology, and obstetrics-gynecology, or other specialties: 14.0% [range 13.0%-14.3%], 142/1,016).
Conclusions:
These findings show that students' specialty plans at medical school matriculation are significantly related to rural outcomes, and they provide new information quantifying the absolute and relative likelihood of those planning various specialties to enter rural practice. This information is particularly important for medical schools that have or plan to develop comprehensive rural programs.
Related Concept Videos
Guidelines for Writing Outcome
Patient outcomes reflect the patient's response to the goal rather than what the nurse aims to achieve. Terminology should be observable and measurable to avoid the reader's interpretation. The desired outcome should be realistic and achievable in the designated care timeframe. Expected outcomes should align with adjunctive therapies. The outcome should enhance care evaluation by...
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...
Cross-Sectional Research
Longitudinal Research
Methods of Documentation II: POMR
Kaplan-Meier Approach
