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Understanding Provider-Level Variation in Clinical Practice: A Longitudinal Survey of Corticosteroid Use in Septic
Kanupriya Soni1, Leigh A Bukowski2, Billie S Davis2
1Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA.
Intensivist clinicians' risk tolerance influences their decision to use corticosteroids for septic shock. Understanding psychological factors can help standardize ICU practices and improve evidence adoption.
Area of Science:
- Critical Care Medicine
- Medical Psychology
- Health Services Research
Background:
- Practice variation is common in ICUs, especially for treatments with moderate evidence.
- Psychological factors influencing clinician decisions are poorly understood.
- Standardizing practice and accelerating evidence adoption are key goals.
Purpose of the Study:
- To investigate the association between psychological traits and clinical practice patterns in the ICU.
- To determine if individual psychological factors predict intensivist willingness to use corticosteroids for septic shock.
Main Methods:
- Longitudinal questionnaire administered to 201 intensivists from 2018-2021.
- Assessed willingness to treat septic shock with corticosteroids using a clinical vignette.
- Measured psychological traits, including risk tolerance and perceptions of evidence strength and mechanism of action.
- Used multivariate regression to analyze the relationship between psychological factors and treatment decisions.
Main Results:
- Willingness to treat with corticosteroids increased from 15.3% to 24.4% by 2021.
- Higher risk tolerance (OR, 1.34) and perceived strength of evidence (OR, 1.45) were significantly associated with increased willingness to treat.
- Perceived understanding of the mechanism of action and other psychological factors did not correlate with treatment decisions.
Conclusions:
- Individual risk tolerance is a significant factor associated with intensivist willingness to prescribe corticosteroids for septic shock.
- Psychological traits, particularly risk tolerance, may be targets for interventions to standardize practice.
- Further research into psychological determinants of clinical decision-making is warranted to improve evidence-based care in ICUs.
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