Evidence map›Paper›PMID 42243752›Full record

ArticleBMC medical education2026

Demographic patterns among physician assistant/associate applicants and matriculants compared with U.S. population benchmarks, 2013-2022.

Lucy W Kibe, Katrina M Schrode

Abstract readComparative Study
In one paragraph

Article in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Lucy W KibeCharles R. Drew University of Medicine and Science, Los Angeles, CA, USA. lucykibe@cdrewu.edu.
Katrina M SchrodeCharles R. Drew University of Medicine and Science, Los Angeles, CA, USA.

Funding

Sustaining Faculty Development & Community EngagementS21MD000103 · NIMHD · CHARLES R. DREW UNIVERSITY OF MED &SCI · PI CARLISLE, DAVID M · 2001 to 2015
$73.9M
NIMHD NIH HHS S21 MD000103NIMHD NIH HHS S21MD000103PA Education Society Don Pedersen Research Grant 2022
6 · The paper itself

Abstract

backgroundThe Physician Assistant/Associate (PA) profession offers an innovative solution to increase access and equitable outcomes in healthcare, especially for communities lacking primary care physicians. However, as of 2025, the PA workforce does not mirror the present and projected changes in the U.S. demographic composition. We examine nine-year race, ethnic, and gender trends of PA training programs- the pipeline to the profession.

methodsData on PA program applicants and matriculants from the 2012-2013 to the 2021-2022 application cycles were obtained from the Central Application Service for Physician Assistants (CASPA) and analyzed alongside United States (U.S.) Census data. Demographic categories included self-identified gender, racial and ethnic groups.

resultsOver ten years, the number of PA programs and applicants increased significantly, yet representation across gender, racial and ethnic groups remained uneven. White and Asian applicants and matriculants were generally overrepresented, while among females, Black, American Indian/Alaska Native (AIAN), and Hispanic individuals were underrepresented, relative to their representation in the Census. Among males, all groups were underrepresented, relative to their representation in the Census. While some strides have been made in some historically underrepresented groups, Black men and AIAN individuals remained consistently underrepresented. These findings underscore persistent challenges in creating a PA workforce that reflects the nation's demographics, with notable gaps among underrepresented groups.

conclusionsFor the last ten years, the racial and ethnic distribution of PA trainees has not matched the demographics of the U.S. POPULATION: Improvements among some historically underrepresented groups suggest areas of progress, but population-level disproportionality persists. Continued evaluation of applicant and matriculant trends may help inform evidence-based strategies to support broad access to PA education and strengthen the healthcare workforce.

Indexed as

BenchmarkingEthnicityPhysician AssistantsRacial GroupsDemographyFemaleHumansMaleUnited StatesWorkforce DiversityApplicantHealthcare workforceMatriculantPhysician assistantPhysician associatePipelineRepresentationTrends

Identifiers

PMID42243752
PMCPMC13459295

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.