Table 8.
The point estimates of the differences in the probability of overqualification across immigrant generation groups from LPMs, standard errors in parentheses
| (1) | (2) | (3) | |
|---|---|---|---|
| Model1 | Model2 | Model3 | |
| Immigrant generation | |||
| (Reference = Majority population) | |||
| 2.5 Generation (G2.5) | 0.010*** | 0.001 | 0.002** |
| (0.001) | (0.001) | (0.001) | |
| Second-generation (G2) | 0.025*** | 0.004* | 0.006*** |
| (0.001) | (0.002) | (0.001) | |
| First-generation (G1) | 0.129*** | 0.057*** | 0.047*** |
| (0.001) | (0.001) | (0.001) | |
| Gender | |||
| (Reference = Men) | |||
| Women | − 0.051*** | 0.001 | − 0.012*** |
| (0.000) | (0.001) | (0.000) | |
| Educational attainment | |||
| (Reference = Upper secondary) | |||
| Tertiary | 0.258*** | 0.303*** | 0.280*** |
| (0.001) | (0.001) | (0.001) | |
| Age | 0.017*** | 0.017*** | − 0.002*** |
| (0.000) | (0.000) | (0.000) | |
| Age squared | − 0.000*** | − 0.000*** | 0.000*** |
| (0.000) | (0.000) | (0.000) | |
| Region | |||
| (Reference = Rural) | |||
| Suburban | − 0.004*** | − 0.003** | − 0.004*** |
| (0.001) | (0.001) | (0.001) | |
| Urban | 0.013*** | 0.014*** | − 0.002*** |
| (0.001) | (0.001) | (0.000) | |
| Interaction terms | |||
| G2.5 & Women | 0.006** | 0.002* | |
| (0.002) | (0.001) | ||
| G2 & Women | 0.003 | 0.000 | |
| (0.003) | (0.001) | ||
| G1 & Women | − 0.016*** | − 0.013*** | |
| (0.002) | (0.001) | ||
| G2.5 & Tertiary | 0.005 | 0.006* | |
| (0.003) | (0.003) | ||
| G2 & Tertiary | 0.039*** | 0.019*** | |
| (0.005) | (0.004) | ||
| G1 & Tertiary | 0.129*** | 0.186*** | |
| (0.002) | (0.002) | ||
| Women & Tertiary | − 0.137*** | − 0.078*** | |
| (0.001) | (0.001) | ||
| G2.5 & Women & Tertiary | 0.016*** | 0.011*** | |
| (0.004) | (0.003) | ||
| G2 & Women & Tertiary | 0.020** | 0.016** | |
| (0.006) | (0.005) | ||
| G1 & Women & Tertiary | 0.065*** | 0.022*** | |
| (0.003) | (0.003) | ||
| Constant | − 0.241*** | − 0.264*** | 0.056*** |
| (0.003) | (0.003) | (0.002) | |
| Observations | 3,234,745 | 3,234,745 | 3,234,745 |
| Adjusted R-squared | 0.110 | 0.118 | 0.177 |
*p < 0.05, **p < 0.01, ***p < 0.001