Table 5. Multiple regression analysis of the average total cost of hospitalization.
Variable | Coefficient | S.E | t-Statistics | P Value | Lower 95%CI | Upper 95%CI |
---|---|---|---|---|---|---|
Age | -0.001 | 0.002 | -0.660 | 0.507 | -0.005 | 0.002 |
Age square | 0.000 | 0.000 | 2.87 | 0.004 | 0.000 | 0.000 |
Gender (Male = 1 Female = 0) |
0.015 | 0.010 | 1.550 | 0.120 | -0.004 | 0.035 |
Length of stay | 0.032 | 0.000 | 68.460 | <0.001 | 0.031 | 0.033 |
Number of hospital visits | 0.002 | 0.001 | 1.330 | 0.184 | -0.001 | 0.005 |
Method of medical payment | ||||||
UEBMI | 0.196 | 0.019 | 10.30 | 0.000 | 0.159 | 0.234 |
URBMI | 0.068 | 0.019 | 3.550 | 0.000 | 0.031 | 0.106 |
Others | 0.090 | 0.020 | 4.570 | 0.000 | -0.126 | -0.078 |
Pathway of Hospitalization | ||||||
Outpatient | -0.102 | 0.012 | -8.360 | 0.000 | -0.126 | -0.078 |
Others | -0.131 | 0.016 | -8.090 | 0.000 | -0.162 | -0.099 |
Type of diabetes | ||||||
Type 2 | 0.046 | 0.037 | 1.230 | 0.217 | -0.027 | 0.118 |
Others | -0.019 | 0.041 | -0.460 | 0.648 | -0.099 | 0.062 |
CCI | ||||||
CCI1 | 0.265 | 0.023 | 11.690 | <0.001 | 0.221 | 0.310 |
CCI2 | 0.275 | 0.023 | 12.040 | <0.001 | 0.230 | 0.320 |
CCI3 | 0.496 | 0.017 | 28.960 | <0.001 | 0.463 | 0.530 |
Occupation | ||||||
Farmer | -0.016 | 0.025 | -0.650 | 0.518 | -0.065 | 0.033 |
Retire | -0.047 | 0.026 | -1.830 | 0.068 | -0.097 | 0.003 |
Self-employment | -0.018 | 0.027 | -0.660 | 0.506 | -0.071 | 0.035 |
Employment | -0.019 | 0.038 | -0.490 | 0.621 | -0.093 | 0.056 |
Others | -0.142 | 0.028 | -5.03 | 0.000 | -0.198 | -0.087 |
Marriage status | ||||||
Married | -0.144 | 0.027 | -5.360 | 0.000 | -0.198 | -0.092 |
Widowed | -0.143 | 0.037 | -3.880 | 0.000 | -0.216 | -0.071 |
Divorced | -0.235 | 0.049 | -4.860 | 0.000 | -0.331 | -0.141 |
Others | -0.254 | 0.040 | -6.420 | 0.000 | -0.331 | -0.176 |
Hospital level | ||||||
Secondary hospitals | 0.365 | 0.038 | 9.610 | <0.001 | 0.290 | 0.439 |
Tertiary hospitals | 0.722 | 0.038 | 18.880 | <0.001 | 0.647 | 0.797 |
Others | 0.367 | 0.042 | 8.830 | <0.001 | 0.286 | 0.449 |
cons | 6.968 | 0.058 | 120.390 | <0.001 | 6.854 | 7.081 |
S.E, standard error. 95%CI, 95% confidence interval. UEBMI, the basic medical insurance for urban employees; URBMI, the basic medical insurance for urban residents. CCI, the Charlson Comorbidity Index.