Risk modelling study for carotid endarterectomy
- 1 December 2001
- journal article
- research article
- Published by Oxford University Press (OUP) in British Journal of Surgery
- Vol. 88 (12) , 1590-1594
- https://doi.org/10.1046/j.0007-1323.2001.01938.x
Abstract
Background: The aims of this study were to identify factors that influence the risk of stroke or death following carotid endarterectomy (CEA) and to develop a model to aid in comparative audit of vascular surgeons and units. Methods: A series of 839 CEAs performed by four vascular surgeons between 1992 and 1999 was analysed. Multiple logistic regression analysis was used to model the effect of 15 possible risk factors on the 30-day risk of stroke or death. Outcome was compared for four surgeons and two units after adjustment for the significant risk factors. Results: The overall 30-day stroke or death rate was 3·9 per cent (29 of 741). Heart disease, diabetes and stroke were significant risk factors. The 30-day predicted stroke or death rates increased with increasing risk scores. The observed 30-day stroke or death rate was 3·9 per cent for both vascular units and varied from 3·0 to 4·2 per cent for the four vascular surgeons. Differences in the outcomes between the surgeons and vascular units did not reach statistical significance after risk adjustment. Conclusion: Diabetes, heart disease and stroke are significant risk factors for stroke or death following CEA. The risk score model identified patients at higher risk and aided in comparative audit.Keywords
This publication has 26 references indexed in Scilit:
- Bedside estimation of risk as an aid for decision-making in cardiac surgeryThe Annals of Thoracic Surgery, 2000
- Interpretation of operative risks of individual surgeonsThe Lancet, 1999
- MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORSStatistics in Medicine, 1996
- A Systematic Comparison of the Risks of Stroke and Death Due to Carotid Endarterectomy for Symptomatic and Asymptomatic StenosisStroke, 1996
- Guidelines for Carotid EndarterectomyStroke, 1995
- Carotid Endarterectomy and Prevention of Cerebral Ischemia in Symptomatic Carotid StenosisJAMA, 1991
- Beneficial Effect of Carotid Endarterectomy in Symptomatic Patients with High-Grade Carotid StenosisNew England Journal of Medicine, 1991
- MRC European Carotid Surgery Trial: interim results for symptomatic patients with severe (70-99%) or with mild (0-29%) carotid stenosisThe Lancet, 1991
- Predictive value of statistical modelsStatistics in Medicine, 1990
- A quality assurance model of operative mortality in coronary artery surgeryThe Annals of Thoracic Surgery, 1989