Evidence map›Paper›PMID 42844549›Full record

ArticleJournal of general internal medicine2026

Hospital-Based Clinicians' Knowledge and Practices Regarding Stigmatizing Language in Clinical Documentation: A Multicenter Survey.

Julia Caton, Bo Sun, Natasha Steele, Christine Santiago, Farzana Antara, Jason Hom, Rebecca Dougherty

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Article in Journal of general internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

7 authors.

Julia CatonNorthwell Health, New Hyde Park, NY, USA. Julia.b.caton@hofstra.edu.ORCID http://orcid.org/0000-0001-5687-8902
Bo SunStanford School of Medicine, Stanford, CA, USA.
Natasha SteeleStanford School of Medicine, Stanford, CA, USA.
Christine SantiagoStanford School of Medicine, Stanford, CA, USA.
Farzana AntaraNorthwell Health, New Hyde Park, NY, USA.
Jason HomStanford School of Medicine, Stanford, CA, USA.
Rebecca DoughertyNorthwell Health, New Hyde Park, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStigmatizing language is common in the medical record and can perpetuate bias, which has downstream effects on clinical decision-making and patient care. Internal medicine faculty, residents, and advanced practice providers (APPs) are front-line clinicians for composing documentation, and faculty and APPs are also tasked with providing trainees with feedback and training on best documentation practices. However, resident, APP, and faculty preparedness to address stigmatizing language in documentation is unknown. Furthermore, little is known about clinicians' knowledge, attitudes, and behaviors regarding such language.

objectiveWe sought to understand resident, APP, and faculty experiences, values, and beliefs around stigmatizing language in clinical documentation.

designWe conducted a cross-sectional online survey and knowledge test.

participantsInternal medicine residents, faculty, and APPs within two large academic internal medicine departments. MAIN MEASURES: The knowledge test measured participants' ability to identify stigmatizing language in snippets of documentation and the survey measured attitudes and perceived skills via a series of Likert-style questions. KEY

resultsIn total, 82 faculty/APPs (72 faculty and 10 APPs; 52% response rate) and 63 residents (21% response rate) responded. Nearly all respondents reported considering how their word choices impact patients (91% of faculty/APPs [n = 74] and 92% of residents [n = 58]) and other clinicians (90% of faculty/APPs [n = 73] and 84% of residents [n = 53]). However, only 10% (n = 8) of faculty/APPs and 24% (n = 15) of residents were confident that their clinical documentation avoided stigmatizing language. Only 4% (n = 3) of faculty/APPs and 3% (n = 2) of residents correctly identified all 11 stigmatizing terms assessed on the knowledge test.

conclusionsFaculty/APPs and residents at our institutions value the importance of patient-centered language, yet they lack knowledge and skills around this topic, highlighting key opportunities for future targeted educational and systems-level interventions.

Indexed as

clinical documentationelectronic health recordsmedical educationstigmasurveys and questionnaires

Identifiers

PMID42844549

What OpenQuestion holds

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Registered trials

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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.