Table 5. Predictive Ratios for Selected Characteristics.
Characteristic | BlueCross® BlueShield® Sample | Medicaid Sample | Total | ||||||
---|---|---|---|---|---|---|---|---|---|
|
|
|
|||||||
Observations | Age/Sex Model | RxHCC Model | Observations | Age/Sex Model | RxHCC Model | Observations | Age/Sex Model | RxHCC Model | |
All Enrollees | 726,705 | 0.994 | 0.999 | 130,207 | 1.007 | 1.009 | 856,912 | 0.995 | 1.000 |
Deciles—Year 2 Predicted Plan Liability | |||||||||
First (Lowest) | 72,671 | 3.429 | 1.543 | 13,021 | 2.860 | 1.240 | 85,691 | 3.392 | 1.517 |
Second | 72,671 | 1.668 | 1.054 | 13,021 | 2.434 | 1.262 | 85,691 | 1.750 | 1.076 |
Third | 72,671 | 1.276 | 0.975 | 13,021 | 1.535 | 1.019 | 85,691 | 1.299 | 0.979 |
Fourth | 72,671 | 1.100 | 0.952 | 13,021 | 1.228 | 0.966 | 85,691 | 1.109 | 0.952 |
Fifth | 72,671 | 0.977 | 0.934 | 13,021 | 1.060 | 0.943 | 85,691 | 0.984 | 0.935 |
Sixth | 72,670 | 0.901 | 0.935 | 13,021 | 0.941 | 0.939 | 85,691 | 0.901 | 0.934 |
Seventh | 72,670 | 0.835 | 0.942 | 13,021 | 0.864 | 0.944 | 85,691 | 0.836 | 0.942 |
Eighth | 72,670 | 0.782 | 0.961 | 13,020 | 0.797 | 0.974 | 85,691 | 0.783 | 0.964 |
Nine | 72,670 | 0.731 | 0.994 | 13,020 | 0.734 | 1.015 | 85,691 | 0.731 | 0.998 |
Tenth (Highest) | 72,670 | 0.666 | 1.088 | 13,020 | 0.590 | 1.072 | 85,691 | 0.656 | 1.087 |
Hospitalizations—Year 1 | |||||||||
0 | 584,530 | 1.072 | 1.001 | 98,163 | 1.077 | 0.991 | 685,693 | 1.072 | 1.000 |
1 | 91,685 | 0.818 | 0.983 | 18,170 | 0.809 | 1.025 | 109,555 | 0.817 | 0.988 |
2 | 31,465 | 0.746 | 0.998 | 6,969 | 0.738 | 1.054 | 38,434 | 0.745 | 1.006 |
3 | 10,802 | 0.691 | 1.012 | 3,142 | 0.688 | 1.058 | 13,944 | 0.690 | 1.020 |
4+ | 8,223 | 0.658 | 1.049 | 3,763 | 0.652 | 1.141 | 11,986 | 0.656 | 1.074 |
NOTES: Predictive ratios greater than 1.0 indicate overprediction; ratios less than 1 denote underprediction. RxHCC is prescription drug hierarchical condition categories. Data represent 1999/2000 Medicare and Medicaid beneficiaries and 2001/2002 BC®BS® enrollees.
SOURCE: Robst, J., University of South Florida, Levy, J.M., Centers for Medicare & Medicaid Services, and Ingber, M.J., RTI International, 2007.