Related Experiment Video
Updated: Feb 27, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
Published on: December 6, 2024
Specialty trends in first-year resident physician multilingualism from 2013 to 2024
Montserrat Tijerina1, Rahardhika Utama2, Muveddet Harris2
1Pritzker School of Medicine, University of Chicago, Chicago, IL, United States.
Multilingualism is common among first-year resident physicians, with advanced skills increasing over time. Specialty variations exist, highlighting the need for targeted language training to improve patient care.
Area of Science:
- Medical Education
- Health Services Research
- Linguistics in Medicine
Background:
- Patient-physician language concordance is crucial for health outcomes in diverse US populations.
- Graduate medical education (GME) programs may offer language training, but national data on resident physician language proficiency is lacking.
- Understanding resident language skills is vital for addressing healthcare disparities.
Purpose of the Study:
- To examine the language skills of first-year resident physicians across Accreditation Council for Graduate Medical Education (ACGME) specialties nationwide.
- To identify trends in resident multilingualism and proficiency levels over a decade.
- To assess variations in language skills by medical specialty.
Main Methods:
- Analysis of language data for first-year resident physicians from 2013-2014 to 2023-2024.
- Utilized data from the Association of American Medical Colleges (AAMC) Electronic Residency Application Service and ACGME.
- Employed descriptive statistics and chi-square testing for data analysis.
Main Results:
- Over 71% of resident physicians reported proficiency in a non-English language.
- Advanced/native multilingualism increased significantly, while novice/intermediate skills decreased.
- Medical specialties showed a higher proportion of advanced/native multilingual residents compared to hospital-based and surgical specialties (34.8% vs. 27.0% and 26.7%).
- Spanish was the most common advanced/native language across most specialties.
Conclusions:
- First-year resident physician multilingualism is prevalent but varies significantly by specialty and proficiency.
- GME programs and specialty societies should assess physician language skills to enhance care for non-English speaking populations.
- Data on resident language proficiency can inform the development of specialty-specific medical language curricula and resources.
More Related Videos
09:09Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody
Published on: September 27, 2024
09:55Bridging 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
Related Concept Videos
Current Trends in Nursing I
Current Trends in Nursing II
Language and Cognition
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Barriers to Effective Communication II
Cultural barriers:
Differences in values, beliefs, religion, knowledge, and tradition can significantly impact communication. Awareness of nonverbal cues is critical, especially when conversing with a patient from a different culture. What appears appropriate in one culture may be inappropriate in another.
Semantic barriers:
As a result of their tendency to use...
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health...