Table 5 Estimation results of Probit models and marginal effects
From: Immigrants and Italian labor market: statistical or taste-based discrimination?
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |||||
|---|---|---|---|---|---|---|---|---|---|
| All | Italian | Immigrant | First generation | Second generation | |||||
| Coeff. | Coeff. | Coeff. | Coeff. | Coeff. | |||||
| Italian |
0.65*** (0.22***) | ||||||||
| Woman |
− 0.45*** (− 0.15***) |
− 0.59*** (− 0.23***) |
− 0.43*** (− 0.14***) |
− 0.39*** (− 0.12***) |
− 0.47*** (− 0.17***) | ||||
| Graduate |
0.23*** (0.08***) |
0.34* (0.13*) |
0.22*** (0.07***) |
0.12 (0.04) |
0.32*** (0.11***) | ||||
| High school |
0.15*** (0.05***) |
0.15 (0.06) |
0.15** (0.05***) |
0.03 (0.01) |
0.26*** (0.09***) | ||||
| Front office |
− 0.16*** (− 0.05***) |
0.05 (0.02) |
− 0.18*** (− 0.06***) |
− 0.34*** (− 0.10***) |
− 0.06 (− 0.02) | ||||
| North-center |
0.07 (0.02) |
− 0.02 (− 0.11) |
0.08 (0.03) |
0.25** (0.07***) |
− 0.05 (− 0.02) | ||||
| Constant | 0.49*** | 0.20 | − 0.50*** | − 0.66*** | − 0.37*** | ||||
| Pseudo R2 | 0.046 | 0.047 | 0.029 | 0.035 | 0.035 | ||||
| Log likelihood | − 2933.84 | − 302.38 | − 2628.38 | − 1205.86 | − 1386.75 | ||||
| AIC | 5881.68 | 616.77 | 5268.75 | 2423.73 | 2785.50 | ||||
| BIC | 5927.35 | 641.53 | 5307.33 | 2458.14 | 2819.92 | ||||