Table 4.
Estimation results of outpatient services Logit model
| Independent variable | Individual Level | Household Level | ||
|---|---|---|---|---|
| Coefficients (Z statistic) | Marginal Effect | Coefficients (Z statistic) | Marginal Effect | |
| constant | -1.02 (-9.93) | -0.9641 | -0.86 (-18.74) | - |
| education | -0.089 (-2.63) | -0.02 | -0.089 (-4.56) | -0.019 |
| Third group of education | -0.288 (-6.77) | -0.066 | -0.19 (-9.12) | -0.045 |
| Age | -0.001 *(0.74) | -0.0002 | -0.0003 *(0.8) | -0.0001 |
| Up 65 | 0.071 (2.25) | 0.013 | - | - |
| Under 5 | 0.11 (3.25) | 0.025 | - | - |
| Employed members number | -0.058 (-3.19) | -0.0147 | -0.056 (-6.46) | -0.013 |
| insurance(uninsured=1 and insured=2) | 0.087 (2.77) | 0.02 | 0.037 (2.64) | 0.009 |
| Household size | 0.037 (3.3) | 0.0085 | 0.034 (6.06) | 0.0081 |
| Income rank | 0.16 (16.73) | 0.037 | 0.16 (29.81) | 0.036 |
| sex(male=1 and female=2) | 0.028 *(0.64) | 0.0065 | 0.024(1.94) | 0.006 |
| Chronic patient | 0.41 (14.38) | 0.095 | 0.42 (29.15) | 0.01 |
| Housing tenure (homeowners=1 and renting household=2) | -0.01 (-3.6) | -0.023 | -0.12 (-7.59) | -0.028 |