Evidence map›Paper›PMID 41474725›Full record

ArticlePloS one2025

Examining the relationships among physician implicit bias, language, and Hispanic patient satisfaction.

Katie Wolsiefer, Jeff Stone, Matthias R Mehl, Gordon B Moskowitz, Colleen K Cagno, Colin A Zestcott, Alma Tejeda Padron

Abstract read
In one paragraph

Article in PloS one, 2025. 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. 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

7 authors.

Katie WolsieferDepartment of Psychology, Appalachian State University, Boone, North Carolina, United States of America.ORCID https://orcid.org/0000-0001-8376-5516
Jeff StoneDepartment of Psychology, Northern Arizona University, Flagstaff, Arizona, United States of America.ORCID https://orcid.org/0000-0002-7766-2753
Matthias R MehlDepartment of Psychology, University of Arizona, Tucson, Arizona, United States of America.
Gordon B MoskowitzDepartment of Psychology, Lehigh University, Bethlehem, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0001-7807-9386
Colleen K CagnoCollege of Medicine, University of Arizona, Tucson, Arizona, United States of America.
Colin A ZestcottDepartment of Psychology, College of Saint Scholastica, Duluth, Minnesota, United States of America.
Alma Tejeda PadronDepartment of Psychology, University of Arizona, Tucson, Arizona, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe present study examined links among physician implicit bias and physician word use and patient satisfaction during outpatient medical visits.

methodTo test these relationships, we measured implicit anti-Hispanic bias of 53 internal and family medicine residents and audio recorded outpatient visits between these residents and 291 of their Hispanic-identifying patients between 2015 and 2017. After each visit, both patients and resident physicians completed surveys measuring their perceptions of the interactions (residents) or their satisfaction with their care (patients). Linguistic Inquiry and Word Count was used to quantify resident word use from each audio recording.

resultsA quadratic relationship between physician implicit bias and patient satisfaction suggested that increased levels of implicit anti-Hispanic bias were related to lower levels of patient satisfaction, but only at high levels of physician bias. Exploratory analyses revealed that several language variables interacted with physician implicit bias to predict patient satisfaction suggesting that implicit bias may also be communicated by more moderately biased physicians in some contexts.

conclusionsThese results add to a growing literature establishing links between physician implicit bias and patient care and suggest that future work should explore how context impacts the communication of physician bias to patients.

Indexed as

Hispanic or LatinoLanguagePatient SatisfactionPhysician-Patient RelationsPhysiciansRacismAdultFemaleHumansInternship and ResidencyMaleMiddle AgedSurveys and Questionnaires

Identifiers

PMID41474725
PMCPMC12755806

What OpenQuestion holds

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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.