Comorbidity index was successfully validated among men but not in women

J Clin Epidemiol. 2008 Aug;61(8):796-802. doi: 10.1016/j.jclinepi.2007.09.006. Epub 2008 Mar 28.

Abstract

Objective: To validate the prognostic accuracy of a previously proposed comorbidity index using information of a different and separate population-based cohort.

Study design and setting: We assessed the predictive accuracy of a comorbidity index to predict mortality by looking at calibration and discrimination in the development cohort as well as in a new cohort for validation. Calibration of the model was assessed by comparing predicted and current mortality in the new cohort by means of Hosmer-Lemeshow test (HL). Discrimination of the models was analyzed using the area under the receiver operating characteristic curves (ROC).

Results: In the development cohort, we have not detected differences between the predicted and the observed mortality in both, men (HL=7.7, P=0.46) and women (HL=11.7, P=0.16). The discrimination of the model accounted 81% in men and 79% in women. In the validation cohort, we obtained a good calibration among men (HL=10.1, P=0.43) but not in women (HL=21.4, P=0.01). The discrimination was quite similar to the development cohort in both sexes (ROC area=80% in men, ROC area=78% in women).

Conclusion: The comorbidity index has good calibration and discrimination and was successfully validated in a different population-based cohort among men but not among women.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Chronic Disease / mortality*
  • Cohort Studies
  • Comorbidity*
  • Female
  • Humans
  • Male
  • Middle Aged
  • Reproducibility of Results
  • Risk Assessment / methods*
  • Severity of Illness Index*
  • Sex Factors