The impact of statistical adjustment on economic profiles of interventional cardiologists

Objectives The objective of this study was to identify preprocedure patient factors associated with percutaneous intervention costs and to examine the impact of these patient factors oil economic profiles of interventional ca rdiologists. Background There is increasing demand for information about comparative res ource use patterns of interventional cardiologists. Economic provider profi les, however, often fail to account for patient characteristics. Methods Data were obtained from Duke Medical Center cost and clinical infor mation systems for 1,949 procedures performed by 13 providers between July 1, 1997, and December 31, 1998. Patient factors that influenced cost were i dentified using multiple regression analysis. After assessing interprovider variation in unadjusted cost, mixed linear models were used to examine how much cost variability was associated with the provider when patient charac teristics were taken into account. Results Total hospital costs averaged $15,643 (median, $13,809), $6,515 of which represented catheterization laboratory costs. Disease severity, acuit y, comorbid illness and lesion type influenced total costs (R-2=38%), where as catheterization costs were affected by lesion type and acuity (R-2=32%). Patient characteristics varied significantly among providers. Unadjusted t otal costs were weakly associated with provider, and this association disap peared after accounting for patient factors. The provider influence on cath eterization costs persisted after adjusting for patient characteristics. Fu rthermore, the pattern of variation changed: the adjusted analysis identifi ed three new outliers, and two providers lost their outlier status. Only on e provider was consistently identified as an outlier in the unadjusted and adjusted analyses. Conclusions Economic profiles of interventional cardiologists may be mislea ding if they do not adequately adjust for patient characteristics before pr ocedure. (J Am Coll Cardiol 2001;38:1416-23) (C) 2001 by the American Colle ge of Cardiology.