Evidence map›Paper›PMID 42635989›Full record

ArticleJAMA network open2026

Physician Implicit Racial Bias and Guideline-Concordant Vascular Care.

Erika T Beidelman, Brian Witrick, Kerry A Howard, Ashley Clark, Katharine L McGinigle, Samantha D Minc, Olamide Alabi, Caitlin W Hicks, Andrew A Gonzalez, Crystal W Cené and 2 more

Abstract read
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Article in JAMA network open, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Erika T BeidelmanDepartment of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington.
Brian WitrickDepartment of Public Health Sciences, Clemson University, Clemson, South Carolina.
Kerry A HowardDepartment of Public Health Sciences, Clemson University, Clemson, South Carolina.
Ashley ClarkCenter for Survey Research and O'Neill School of Public and Environmental Affairs, Indiana University-Bloomington, Bloomington.
Katharine L McGinigleDepartment of Surgery, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill.
Samantha D MincDepartment of Surgery, Duke University School of Medicine, Durham, North Carolina.
Olamide AlabiDepartment of Surgery, Emory University School of Medicine, Atlanta, Georgia.
Caitlin W HicksDepartment of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Andrew A GonzalezDepartment of Surgery, School of Medicine, Indiana University School of Medicine, Indianapolis.
Crystal W CenéDepartment of Medicine, University of California, San Diego Health, La Jolla.
Samuel CykertDivision of General Medicine and Clinical Epidemiology, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill.
Corey A KalbaughDepartment of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Physician implicit racial bias is associated with the performance of low-value procedures for Black patients in clinical contexts lacking clear practice guidelines. Less is known about the association between implicit bias and adherence to well-defined and monitored clinical guidelines. Objective: To investigate whether physician implicit bias is associated with the performance of evidence-based and monitored guidelines. Design, Setting, and Participants: This cross-sectional study linked race Implicit Association Test (IAT) scores of vascular specialists from the Vascular Quality Initiative (VQI) with clinical registry data. Based on their IAT scores, specialists were categorized as having strong, moderate, or slight bias in favor of either Black or White individuals (ie, pro-Black or pro-White bias), or no bias. IAT data were collected from October 2021 to October 2022 (analyses completed through March 2025). Procedure-level registry data included peripheral revascularizations (2011-2022). Exposure: Race IAT scores, categorized as pro-White bias vs pro-Black or no bias. Main Outcomes and Measures: The primary outcomes were preoperative prescription of antiplatelets, statins, and antihypertensives and patient smoking status. Mixed effects logistic regression models were used to assess the association of physician implicit bias with each outcome. A summary index of guideline-driven clinical practices was evaluated via a mixed effects Poisson model. Models were fit for both the full sample and an intermittent claudication (IC) subsample, with interaction terms testing effect modification by patient race. Results: Of 2512 eligible specialists, 218 (144 [66%] White, 74 [34%] other race and ethnicity; 160 [73%] male; mean [SD] age, 45.9 [9.3] years) completed the race IAT and were linkable to revascularization procedures for 21 632 patients across 960 US centers (4992 [23%] Black, 16 640 [77%] White; 13 613 [63%] male; mean [SD] age, 68 [11] years; 6588 in the IC subsample). No significant associations were found between physicians' implicit bias and performance of guideline-driven clinical practices. Stratifying by patient race, among all physicians, antiplatelets were prescribed preoperatively in 13 788 White (82.9%) and 4057 Black (81.3%) patients (P = .01); statins, in 13 107 White (78.8%) and 3905 Black (78.3%) patients (P = .42); and antihypertensives, in 9327 of 9924 White (94.0%) and 2690 of 2888 Black (93.1%) patients (P = .11); additionally, 10 972 White (65.9%) and 3164 Black (63.4%) patients did not smoke at the time of the procedure (P = .001). Findings were consistent in the IC subsample. Physician implicit bias was not associated with the guideline summary index (incidence rate ratio, 0.98; 95% CI, 0.96-1.00). Conclusions and Relevance: In this cross-sectional study of vascular specialists and the care they deliver, in contrast with findings from guideline-ambiguous clinical settings, physicians' implicit racial bias was not associated adherence to established and monitored vascular care guidelines. These results suggest that clear and consistently monitored clinical guidelines may be important to combatting disparities among Black and White patients stemming from physician implicit bias.

Indexed as

Guideline AdherencePhysiciansPractice Patterns, Physicians'RacismAgedBlack or African AmericanCross-Sectional StudiesFemaleHealthcare DisparitiesHumansMaleMiddle AgedPractice Guidelines as TopicRegistriesUnited StatesWhite

Identifiers

PMID42635989
PMCPMC13504434

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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.