W. Dhoore et al., PRACTICAL CONSIDERATIONS ON THE USE OF THE CHARLSON COMORBIDITY INDEXWITH ADMINISTRATIVE DATA-BASES, Journal of clinical epidemiology, 49(12), 1996, pp. 1429-1433
To develop a measure of the burden of comorbid disease from the MED-EC
HO data base (Quebec), the so called Charlson index was adapted to Int
ernational Classification of Disease (ICD-9) codes. The resulting como
rbidity index was applied to the study of inpatient death in 33,940 pa
tients with ischemic heart disease. Multiple logistic regression was u
sed to relate inpatient death to its predictors, including gender, pri
ncipal diagnosis, age, and the comorbidity index. Various transformati
ons of the comorbidity score were performed, and their effect on the p
redictive accuracy was assessed. The comorbidity index was constantly
and strongly associated with death. From a statistical viewpoint, the
best results were obtained when the index was transformed into four du
mmy independent variables (the area under the receiver-operating curve
is then 0.87). In a validation analysis performed on 1990-1991 MED-EC
HO data (36,012 admissions with ischemic heart disease), the comorbidi
ty index has the same statistical properties. We conclude that the Cha
rlson index may be an efficient approach to risk adjustment from admin
istrative data bases, although it should be tested on other conditions
. Copyright (C) 1996 Elsevier Science Inc.