Evidence map›Paper›PMID 40575578›Full record

ArticleCHEST critical care2025

Understanding Provider-Level Variation in Clinical Practice: A Longitudinal Survey of Corticosteroid Use in Septic Shock.

Kanupriya Soni, Leigh A Bukowski, Billie S Davis, Joel M Levin, Jeremy M Kahn

Abstract read
In one paragraph

Article in CHEST critical care, 2025. 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
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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

5 authors.

Kanupriya SoniDivision of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA.
Leigh A BukowskiDepartment of Medicine, the Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA.
Billie S DavisDepartment of Medicine, the Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA.
Joel M LevinSchool of Public Health, and the Katz School of Business, University of Pittsburgh, Pittsburgh, PA.
Jeremy M KahnDivision of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA.; Department of Medicine, the Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA.; School of Medicine, the Department of Health Policy and Management, University of Pittsburgh, Pittsburgh, PA.

Funding

Translational Training Program in Pulmonary Biology and MedicineT32HL007563 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Melanie Koenigshoff · 1985 to 2026
$12.3M
Organizational strategies for improving evidence-uptake in intensive careR35HL144804 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI KAHN, JEREMY M · 2019 to 2025
$6.6M
NHLBI NIH HHS R35 HL144804NHLBI NIH HHS T32 HL007563
6 · The paper itself

Abstract

backgroundClinician practice patterns vary widely in the ICU, particularly in the context of therapies with moderate-quality evidence. A better understanding of the psychological factors underlying provider-level practice variation may reveal targets to standardize practice and speed adoption of new evidence. RESEARCH QUESTION: Are provider-level psychological traits associated with practice patterns in the ICU? STUDY DESIGN AND

methodsWe administered a longitudinal questionnaire to intensivist clinicians in a single integrated health system from 2018 through 2021. We selected corticosteroids in septic shock as an example of a guideline-recommended practice supported by moderate-quality evidence. In response to a clinical vignette of septic shock, intensivists rated their willingness to administer corticosteroids, their perceptions of the strength of evidence, and their perception of how well the mechanism of action is understood. Via the same questionnaire, we measured psychological traits hypothesized to affect decision-making under uncertainty. We used multivariate regression to examine the relationship between these factors and respondents' willingness to treat with corticosteroids.

resultsThe overall survey completion rate was 50.5%. Among 201 participants, 101 participants (50%) were attending physicians, 77 participants (38%) were fellow physicians, and 23 participants (11%) were advanced practice providers. Willingness to treat with corticosteroids increased over time, from 15.3% to 24.4% in 2021. In multivariate regression analyses using generalized estimating equations for repeated measures, risk tolerance (OR, 1.34, 95% CI, 1.07-1.67;

interpretationOur findings indicate that ICU providers' individual level of risk tolerance is associated with their willingness to prescribe corticosteroids for septic shock.

Indexed as

clinical decision-makingcorticosteroidscritical careevidence-based practiceICUssepsisseptic shock

Identifiers

PMID40575578
PMCPMC12201970

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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.