Alternative Predictive Models | ||||||
---|---|---|---|---|---|---|
Dx-PM | Rx-PM | DxRx-PM | ||||
U.S. Weights | Spanish Weights | U.S. Weights | Spanish Weights | U.S. Weights | Spanish Weights | |
Variance explained. R 2 | 18.9% | 29.4% | 22.2% | 40.6% | 23.5% | 42.6% |
Area Under ROC Curve* | .868 | .902 | .900 | .941 | .903 | .949 |
Sensitivity* | 30.6% | 39.4% | 27.5% | 52.3% | 31.2% | 53.2% |
Specificity* | 96.3% | 96.8% | 96.2% | 97.5% | 96.4% | 97.5% |
Mean pharmacy expenditure Year-2 (€)* | ||||||
True positives | 3,059 | 3,076 | 3,244 | 3,236 | 3,248 | 3,244 |
True negatives | 233 | 233 | 236 | 234 | 235 | 234 |