Evidence map›Paper›PMID 40009363›Full record

ArticleJAMA surgery2025

Implicit Racial Bias and Unintentional Harm in Vascular Care.

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

Abstract read
In one paragraph

Article in JAMA surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Differences in admission to trauma centres by sex among adults with traumatic brain injury: a population-based cohort study.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2026
    Article
  3. Article
  4. Article
  5. Strategies to Promote Health Equity in Interventional Cardiology: Practice, Research, Education, and Policy.Journal of the Society for Cardiovascular Angiography & Interventions · 2026
    Article
  6. Review
  7. 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

12 authors.

Corey A KalbaughDepartment of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington.
Erika T BeidelmanDepartment of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington.
Kerry A HowardDepartment of Public Health Sciences, Clemson University, Clemson, South Carolina.
Brian WitrickDepartment 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 MincDepartment of Cardiovascular and Thoracic Surgery, West Virginia School of Medicine, Morgantown.
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, Indiana University School of Medicine; Indianapolis.
Crystal W CenéDepartment of Medicine, University of California at 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.

Funding

Implementing a Community-Engaged Amputation Prevention Intervention in Rural Patients with Diabetes and Peripheral Arterial DiseaseK23DK128569 · NIDDK · WEST VIRGINIA UNIVERSITY · PI MINC, SAMANTHA D · 2021 to 2025
$977k
Understanding and Addressing Racial Disparities in Guideline-Indicated Management of Symptomatic Peripheral Artery DiseaseK01HL146900 · NHLBI · TRUSTEES OF INDIANA UNIVERSITY · PI KALBAUGH, COREY ANDREW · 2020 to 2024
$680k
NHLBI NIH HHS K01 HL146900NIDDK NIH HHS K23 DK128569
6 · The paper itself

Abstract

Importance: Implicit bias may influence physician treatment decisions and contribute to Black-White health disparities. There are limited data linking implicit bias with actual care delivery and outcomes. Objective: To determine whether implicit racial bias is associated with potentially harmful surgical treatment selection for a cohort of patients with peripheral artery disease-related claudication. Design, Setting, and Participants: This survey study, linked with observational registry data, included eligible clinicians who participate in the Vascular Quality Initiative (VQI) among 960 centers. The VQI includes academic medical centers, teaching hospitals, community hospitals, and private practices. Eligible participants included all vascular specialist VQI members (N = 2512), of whom 218 completed the race implicit association test (IAT) and were linkable to procedure-level data. The study was conducted between October 2021 and October 2022. Exposure: Race IAT. Main Outcomes and Measures: Clinician-level implicit bias results were linked to patient-level registry data of peripheral revascularization procedures performed for claudication. The adjusted odds of performance of any infrapopliteal procedure by specialist implicit bias and patient race were measured via mixed-effects logistic regression models. Implicit bias as a moderator of the association of infrapopliteal procedures for claudication and patient race with 1-year amputation was assessed as a secondary outcome. Results: Among 218 vascular specialists (mean [SD] age, 46 [9] years; 160 [73%] male), 157 (72%) had a pro-White bias. Black patients treated by a physician with pro-White bias had a significant increase in the odds of receiving an infrapopliteal procedure compared with the total sample (adjusted odds ratio [AOR], 1.67; 95% CI, 1.12-2.48). When treated by a specialist with pro-White bias, Black patients had increased odds of 1-year amputation, regardless of anatomic location treated, compared with White patients (AOR, 2.34; 95% CI, 1.20-4.55). Conversely, Black patients treated by a specialist with no bias had similar odds of an infrapopliteal procedure (AOR, 0.93; 95% CI, 0.68-1.26) as the full patient sample and similar odds of 1-year amputation (AOR, 1.29; 95% CI, 0.33-4.99) as White patients. Conclusions and Relevance: These findings indicate that implicit bias is associated with potentially harmful infrapopliteal procedures for Black patients and contributes to Black-White outcome disparities in the US. These results suggest the need for system-level interventions that transparently identify and warn of procedures not aligned with best practices to reduce the negative influence of implicit bias.

Identifiers

PMID40009363
PMCPMC11866068

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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.