Evidence map›Paper›PMID 41995973›Full record

ArticleJournal of immigrant and minority health2026

Spanish-Speaking Resident Physicians in the United States: Aligning Workforce Skill and Population Need.

Pilar Ortega, Rahardhika Utama, Montserrat Tijerina, Muveddet Harris

Abstract read
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In one paragraph

Article in Journal of immigrant and minority health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Preguntas Sobre Cáncer (Questions About Cancer): Analysis of Spanish Inquiries to the National Cancer Institute's Cancer Information Service.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026
    Article
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

4 authors.

Pilar OrtegaCollege of Medicine, University of Illinois at Chicago, Chicago, USA. portega1@uic.edu.
Rahardhika UtamaAccreditation Council for Graduate Medical Education, Chicago, USA.
Montserrat TijerinaPritzker School of Medicine, University of Chicago, Chicago, USA.
Muveddet HarrisAccreditation Council for Graduate Medical Education, Chicago, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The growing Spanish-speaking population in the United States experiences disparities in healthcare access and quality due to frequent language discordance between patients and physicians. Prior research has highlighted a deficit in US Spanish-speaking physicians, but the existing Spanish-speaking physician workforce has not been well described. This study aimed to characterize the profile of US Spanish-speaking first-year resident physicians and their distribution relative to the Spanish-speaking population. We conducted a secondary analysis of language data from 107,610 first-year resident physicians between 2021 and 2024, using data from the Association of American Medical Colleges and the Accreditation Council for Graduate Medical Education. Of 107,610 physicians, 46,935 (43.2%) reported speaking Spanish at any level. The largest proportion of Spanish-speaking physicians reported basic proficiency (43.7%, 20,504/46,935). Only 22.7% (10,661/46,935) self-assessed as advanced/native, the levels most consistent with language-concordant care. Physicians who acquired Spanish as a heritage language were likelier to report advanced/native proficiency compared with non-heritage learners (adjusted odds ratio, 44.1 [95% CI, 40.2–48.5], p<.001). However, most Spanish-speaking physicians were non-heritage learners (84.4% 26,590/31,511). Geographic analysis showed a modest relationship between advanced/native-Spanish-speaking physician distribution and county-level Spanish-language need (Pearson r = .596). Given the prevalence of physician Spanish-language skills at varied proficiency levels, health and medical education systems should establish clear, evidence-based standards for qualified multilingual clinicians to ensure safe, high-quality care that meets population language needs.

Indexed as

BilingualismCommunicationHealth disparitiesLanguageMedical educationMultilingualismPhysician-patient relationsSpanish-speaking

Identifiers

What Socratic 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 Socratic graph.