Surgeons' economic profiles: can we get the "right" answers?
Hospitals and payers use economic profiling to evaluate physician and surgeon performance. However, there is significant variation in the data sources and analytic methods that are used. We used information from a hospital's cardiac surgery and cost accounting information systems to create surgeon economic profiles. Three scenarios were examined: (1) surgeon modeled as fixed effect with no patient-mix adjustment; (2) surgeon modeled as fixed effect with patient-mix adjustment; (3) and surgeon modeled as random effect with patient-mix adjustment. We included 574 patients undergoing coronary artery bypass surgery at Baptist Medical Center, Oklahoma City, OK between July 1, 1995 and April 30, 1996. We found that profiles reporting unadjusted average surgeon costs may incorrectly identify high- and low-cost outliers. Adjusting for patient-mix differences and treating surgeons as random effects was the preferred approach. These results demonstrate the need for hospitals to reexamine their economic profiling methods.
Eisenstein
Eric L
EL
Outcomes Research and Assessment Group, Duke Clinical Research Institute, Duke University Medical Center, Durham, North Carolina, 27715-7969, USA. eisen006@mc.duke.edu
Bethea
Charles F
CF
Muhlbaier
Lawrence H
LH
Davidian
Marie
M
Peterson
Eric D
ED
Stafford
Judith A
JA
Mark
Daniel B
DB
D000368:Aged; D019985:Benchmarking / Q000379:methods; D016507:Cardiology Service, Hospital / Q000191:economics*; D015331:Cohort Studies; D001026:Coronary Artery Bypass / Q000191:economics* / Q000401:mortality; D003365:Costs and Cost Analysis; D003627:Data Interpretation, Statistical; D005260:Female; D006302:Health Services Research / Q000379:methods; D006746:Hospital Bed Capacity, 500 and over; D006801:Humans; D008297:Male; D008875:Middle Aged; D018803:Models, Economic; D010818:Practice Patterns, Physicians' / Q000191:economics*; D015203:Reproducibility of Results; D012306:Risk; D016896:Treatment Outcome