@article {516136,
	title = {Hospital variation in carotid stenting outcomes},
	journal = {JACC Cardiovasc Interv},
	volume = {8},
	number = {6},
	year = {2015},
	month = {2015 May},
	pages = {858-63},
	abstract = {OBJECTIVES: The aim of this study was to examine variation in outcomes for patients receiving carotid artery stenting (CAS) across a sample of U.S. hospitals and assess the extent to which this variation was attributable to differences in case mix and procedural volume.

BACKGROUND: As CAS is increasingly being used throughout the United States, assessing hospital variation in CAS outcomes is critical to understanding and improving the quality of care for patients with carotid artery disease.

METHODS: Hospitals participating in the National Cardiovascular Data Registry-Carotid Artery Endarterectomy and Revascularization Registry contributing more than 5 CAS procedures from 2005 through 2013 were eligible for inclusion. We estimated unadjusted and risk-standardized rates of in-hospital stroke or death for each participating hospital using a previously validated prediction model and applying hospital-level random effects.

RESULTS: There were 188 hospitals contributing 19,381 CAS procedures during the period of interest. Unadjusted and risk-standardized in-hospital stroke or death rates ranged from 0\% to 18.8\% and 1.2\% to 4.7\%, respectively. Operator and hospital volumes were not significant predictors of outcomes after adjustment for case mix (p = 0.15 and p = 0.09, respectively).

CONCLUSIONS: CAS outcomes vary 4-fold among hospitals, even after adjustment for differences in case mix. Future work is needed to identify the sources of this variation and develop initiatives to improve patient outcomes.},
	keywords = {Aged, Aged, 80 and over, Angioplasty, Carotid Artery Diseases, Female, Hospital Mortality, Hospitals, High-Volume, Hospitals, Low-Volume, Humans, Male, Middle Aged, Practice Patterns, Physicians{\textquoteright}, Process Assessment (Health Care), Registries, Risk Assessment, Risk Factors, Stents, Stroke, Time Factors, Treatment Outcome, United States},
	issn = {1876-7605},
	doi = {10.1016/j.jcin.2015.01.026},
	author = {Hawkins, Beau M and Kennedy, Kevin F and Aronow, Herbert D and Nguyen, Louis L and White, Christopher J and Rosenfield, Kenneth and Normand, Sharon-Lise T. and Spertus, John A and Yeh, Robert W}
}
