From: The regional impact of cultural diversity on wages: evidence from Australia
 | OLS | Fixed effect | |||||
---|---|---|---|---|---|---|---|
Explanatory variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) |
Migrant share | 0.311*** | 0.166*** | 0.440*** | 0.330*** | −0.005 | −0.014 | −0.063 |
 | (0.046) | (0.032) | (0.074) | (0.074) | (0.027) | (0.022) | (0.053) |
Migrant share-squared | – | – | −0.397*** | −0.307*** | – | – | 0.076 |
 |  |  | (0.086) | (0.084) |  |  | (0.063) |
Demographic controls | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Human capital controls | Â | Yes | Yes | Yes | Â | Yes | Yes |
Time dummies | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Individual effects | Â | Â | Â | Â | Yes | Yes | Yes |
Movers (0 = not moved; 1 = moved) |  |  |  | Yes |  |  |  |
Ancestry (0 = foreign-born; 1 = Australian-born) |  |  |  | Yes |  |  |  |
Residence (0 = rural; 1 = urban) |  |  |  | Yes |  |  |  |
Observations | 19,876 | 19,795 | 19,795 | 19,794 | 19,878 | 19,797 | 10,797 |
F-statistic | 158.54 | 249.80 | 243.77 | 238.09 | 178.20 | 223.15 | 212.04 |
R-squared | 0.222 | 0.594 | 0.595 | 0.607 | 0.053 | 0.325 | 0.326 |