Table 3.
Estimation results of inpatient services Logit model
| Independent variable | Individual Level | Household Level | ||
|---|---|---|---|---|
| Coefficients (Z statistic) | Marginal effect | Coefficients (Z statistic) | Marginal effect | |
| constant | -2.74 (-20.4) | - | -2.003 (-37.77) | - |
| education | -0.14 (-3.42) | -0.021 | -0.15 (-7.15) | -0.025 |
| Third group of education | -0.34 (-6.39) | -0.049 | -0.24 (-9.76) | -0.04 |
| Age | 0.003 (1.7) | 0.0004 | 0.003 (6.34) | 0.0005 |
| Up 65 | 0.30 (7.96) | 0.042 | - | - |
| Under 5 | 0.62 (14.79) | 0.09 | - | - |
| Employed members number | 0.0108 *(0.48) | - | 0.027(2.65) | 0.0043 |
| insurance(uninsured=1 and insured=2) | 0.176 (4.25) | 0.0255 | 0.26 (1.85) | 0.0042 |
| Household size | 0.0022 *(0.16) | - | 0.052(7.71) | 0.0083 |
| Income rank | 0.24 (19.54) | 0.034 | 0.22 (34.26) | 0.034 |
| sex(male=1 and female=2) | -0.074 (-1.66) | -0.011 | -0.018 (-1.11) | -0.003 |
| Chronic patient | 0.69 (19.26) | 0.1 | 0.73 (42.9) | 0.12 |
| Housing tenure (homeowners=1 and renting household=2) | -0.1 (-2.6) | -0.0148 | -0.09 (-4.62) | -0.0148 |