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Identification of hospital outliers in bleeding complications after percutaneous coronary intervention
Connie N Hess1, Sunil V Rao1, Lisa A McCoy1
1From the Duke Clinical Research Institute, Durham, NC (C.N.H., S.V.R., L.A.M., M.L.N., E.D.P.); Mayo Clinic, Rochester, MN (M.S.); Saint Luke's Mid America Heart Institute, Kansas City, MO (J.A.S.); Department of Medicine, Washington University School of Medicine, St. Louis, MO (R.J.K.); and Henry Ford Heart and Vascular Institute, Detroit, MI (W.D.W.).
Insights
Post-percutaneous coronary intervention (PCI) bleeding rates vary significantly between US hospitals. Risk adjustment reveals persistent variation, highlighting opportunities for practice sharing among high-performing centers to improve PCI quality metrics.
Area of Science:
- Cardiovascular Medicine
- Health Services Research
- Quality Improvement
Background:
- Post-percutaneous coronary intervention (PCI) bleeding is a critical quality metric.
- Significant variation exists in bleeding complication rates across hospitals.
Purpose of the Study:
- To characterize site-level variation in post-PCI bleeding.
- To explore the influence of patient and procedural factors on hospital bleeding performance.
Main Methods:
- Utilized the CathPCI Registry® bleeding risk model for risk adjustment.
- Analyzed data from 1,984,998 PCI procedures across 1292 hospitals (7/2009-9/2012).
- Identified outlier sites using random effects models and 95% confidence intervals.
Main Results:
- Median unadjusted post-PCI bleeding rate was 5.2%, with a wide range (2.6%-10.4%).
- Center-level bleeding variation persisted after case-mix adjustment (2.8%-9.5%).
- Hospital bleeding avoidance strategies were associated with lower risk-adjusted bleeding rates.
Conclusions:
- Wide variation in US hospital PCI-related bleeding rates exists, even after risk adjustment.
- Opportunities for practice sharing among high-performing sites may improve outcomes.
- Focusing on bleeding avoidance strategies can impact hospital performance.
Background:
Post-percutaneous coronary intervention (PCI) bleeding complications are an important quality metric. We sought to characterize site-level variation in post-PCI bleeding and explore the influence of patient and procedural factors on hospital bleeding performance.
Methods And Results:
Hospital-level bleeding performance was compared pre- and postadjustment using the newly revised CathPCI Registry(®) bleeding risk model (c-index, 0.77) among 1292 National Cardiovascular Data Registry(®) hospitals performing >50 PCIs from 7/2009 to 9/2012 (n=1,984,998 procedures). Using random effects models, outlier sites were identified based on 95% confidence intervals around the hospital's random intercept. Bleeding 72 hours post-PCI was defined as: arterial access site, retroperitoneal, gastrointestinal, or genitourinary bleeding; intracranial hemorrhage; cardiac tamponade; nonbypass surgery-related blood transfusion with preprocedure hemoglobin ≥ 8 g/dL; or absolute decrease in hemoglobin value ≥ 3 g/dL with preprocedure hemoglobin ≤ 16 g/dL. Overall, the median unadjusted post-PCI bleeding rate was 5.2% and varied among hospitals from 2.6% to 10.4% (5th, 95th percentiles). Center-level bleeding variation persisted after case-mix adjustment (2.8%-9.5%; 5th, 95th percentiles). Although hospitals' observed and risk-adjusted bleeding ranks were correlated (Spearman ρ: 0.88), individual rankings shifted after risk-adjustment (median Δ rank order: ± 91.5; interquartile range: 37.0, 185.5). Outlier classification changed postadjustment for 29.3%, 16.1%, and 26.5% of low-, non-, and high-outlier sites, respectively. Hospital use of bleeding avoidance strategies (bivalirudin, radial access, or vascular closure device) was associated with risk-adjusted bleeding rates.
Conclusions:
Despite adjustment for patient case-mix, there is wide variation in rates of hospital PCI-related bleeding in the United States. Opportunities may exist for best performers to share practices with other sites.
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