Table 7.
The NMNL model empirical results (by COH and disease types).
| Variables | Treatment outcome | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Death | Transfer | No cure | Death | Transfer | No cure | Death | Transfer | No cure | |
| COH | |||||||||
| Grade II Level A hospitals | −0.3950*** | −1.8733*** | 0.4337*** | ||||||
| (−12.06) | (−106.58) | (16.73) | |||||||
| Grade II Level B hospitals | −0.83304*** | 1.2154*** | −0.3258*** | ||||||
| (−14.39) | (68.98) | (−11.25) | |||||||
| Grade II Level C hospitals | 1.7362*** | 1.8946*** | −0.3326*** | ||||||
| (44.81) | (68.4) | (−6.36) | |||||||
| Reimbursement ratio | −1.2352*** | −1.1084*** | 6.2921*** | −1.4661*** | −1.1138*** | 6.3528*** | −1.4778*** | −1.2959*** | 6.4336*** |
| (−13.48) | (−16.47) | (86.06) | (−16.17) | (−16.75) | (86.6) | (−16.00) | (−19.73) | (88.19) | |
| Medical expenses | 0.5233*** | 0.0294* | 0.1197*** | 0.4529*** | −0.2578*** | 0.1512*** | 0.5635*** | −0.2782*** | 0.1527*** |
| (29.22) | (1.85) | (8.09) | (25.05) | (−16.20) | (10.29) | (32.53) | (−17.64) | (10.41) | |
| Gender | −0.4496*** | −0.0728*** | 0.07211*** | −0.4485*** | −0.0455*** | 0.0720*** | −0.4732*** | −0.0444*** | 0.0733*** |
| (−17.72) | (−4.39) | (5.36) | (−17.67) | (−2.78) | (5.36) | (−18.54) | (−2.71) | (5.46) | |
| Age | 0.0368*** | 0.0082*** | −0.0031*** | 0.0378*** | 0.0104*** | −0.0036*** | 0.0341*** | 0.0111*** | −0.0036*** |
| (43.99) | (21.25) | (−7.77) | (45.67) | (27.77) | (−9.07) | (41.1) | (30.08) | (−9.06) | |
| Length of stay in hospital | 0.0056*** | −0.1241*** | −0.0033*** | 0.0066*** | −0.0942*** | −0.0054*** | 0.0044*** | −0.1023*** | −0.0044*** |
| (8.9) | (−40.88) | (−3.37) | (9.32) | (−32.00) | (−5.27) | (9.48) | (−36.51) | (−4.37) | |
| Disease type | |||||||||
| Critical disease | 1.8814*** | 0.0479 | 0.8845*** | 1.9198*** | 0.0588 | 0.8728*** | 1.7944*** | 0.0506 | 0.8730*** |
| (19.79) | (0.79) | (27.25) | (20.20) | (0.98) | (27.2) | (18.83) | (0.84) | (27.2) | |
| Common disease | 0.9374*** | 0.0443 | −0.0096 | 0.9145*** | 0.0549 | −0.01658 | 0.8795*** | 0.0483 | −0.0186 |
| (10.25) | (1.01) | (−0.34) | (10.46) | (1.27) | (−0.59) | (9.61) | (1.11) | (−0.66) | |
| Constant term | −11.8746*** | −1.4554*** | −9.0015*** | −11.4890*** | −1.0766*** | −8.8291*** | −12.1370*** | −0.6098*** | −8.9325*** |
| (−65.90) | (−13.12) | (−79.06) | (−62.69) | (−9.54) | (−76.51) | (−68.30) | (−5.46) | (−78.26) | |
| Log likelihood | −181,840.89 | −185,328.86 | −185,213.83 | ||||||
| Prob>chi2 | 0.0000 | 0.0000 | 0.0000 | ||||||
| Pseudo R2 | 0.1149 | 0.0980 | 0.0985 | ||||||
***
Significant at 1%.