Table 4. Summary of regressions on logged weighted Medicare payments: 1985.
Variable | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 |
---|---|---|---|---|---|---|---|
| |||||||
Coefficient | |||||||
Age | 10.1655 | 10.1465 | 10.1084 | 0.0467 | 0.0261 | 0.0240 | — |
Sex | −0.0466 | −0.0306 | −0.0363 | 0.0208 | 0.0506 | 0.0589 | — |
Institutional status | −0.0166 | −0.0414 | −0.0534 | 0.0533 | 0.0521 | 0.0567 | — |
Prior hospitalization | — | 10.2021 | — | — | 10.1614 | 10.1365 | — |
Prior physician visit | — | 10.0857 | — | — | 10.1074 | 10.1319 | — |
Disability | — | — | 10.1788 | — | — | 10.1424 | — |
Dichotomous systolic BP | — | — | — | 0.0246 | 0.0546 | 30.0810 | 0.0207 |
Systolic BP treatment level | — | — | — | −0.0757 | −20.1098 | −20.1152 | −0.0756 |
Forced vital capacity | — | — | — | −0.0701 | −0.0643 | −0.0647 | −10.0992 |
Serum cholesterol | — | — | — | −20.0848 | −20.0832 | −10.0977 | 20.0831 |
Blood sugar | — | — | — | 0.0549 | 0.0355 | 0.0319 | 0.0526 |
2-year CVD probability | — | — | — | 10.1684 | 10.1755 | 10.1514 | 30.1833 |
Cigarettes per day | — | — | — | 0.0219 | 0.0520 | 0.0862 | 0.0454 |
Pack years | — | — | — | 0.0637 | 0.0737 | 20.0848 | 0.0500 |
Sex X cigarettes per day | — | — | — | −30.1929 | −20.2342 | −20.2750 | −0.1786 |
Age X cigarettes per day | — | — | — | 0.0380 | 0.0075 | 0.0122 | 0.0490 |
R2 (percent) | 2.8 | 8.1 | 5.2 | 8.1 | 12.5 | 14.8 | 7.7 |
Adjusted R2 (percent) | 2.5 | 7.7 | 4.8 | 6.6 | 10.8 | 13.0 | 6.5 |
Degrees of freedom | 1,053 | 1,019 | 982 | 829 | 804 | 760 | 830 |
F value | 9.99 | 17.95 | 13.45 | 3.93 | 7.49 | 8.07 | 6.80 |
Prob>f | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 |
The p-value for the standardized beta coefficient is <0.01.
The p-value for the standardized beta coefficient is <0.05.
The p-value for the standardized beta coefficient is <0.10.
NOTES: BP is blood pressure. CVD is cardiovascular disease.
SOURCE: The Framingham Study, Boston University; Health Care Financing Administration: Data from the Medicare Automated Data Retrieval System.