Table 10 Probability of job satisfaction (probit, marginal effects)
| Â | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
VARIABLES | Spec1 | Spec2 | Spec3 | Male | Female |
Overedjob1 | −0.00 | −0.00 | −0.00 | −0.01 | −0.00 |
| Â | (0.014) | (0.014) | (0.014) | (0.023) | (0.017) |
Overskilljob1 | −0.02* | −0.02* | −0.02 | −0.02 | −0.02 |
| Â | (0.013) | (0.013) | (0.013) | (0.020) | (0.017) |
Overed now | −0.17*** | −0.17*** | −0.18*** | −0.18*** | −0.18*** |
| Â | (0.018) | (0.018) | (0.018) | (0.032) | (0.023) |
Overskilled now | −0.28*** | −0.28*** | −0.28*** | −0.28*** | −0.27*** |
| Â | (0.016) | (0.016) | (0.017) | (0.026) | (0.022) |
overed*Estab migrant | Â | Â | 0.12 | 0.31 | 0.06 |
| Â | Â | Â | (0.098) | (0.193) | (0.117) |
overskill*Estab migrant |  |  | −0.01 | −0.11 | 0.03 |
| Â | Â | Â | (0.085) | (0.157) | (0.101) |
Overed*new migrant |  |  | 0.01 | −0.06 | 0.02 |
| Â | Â | Â | (0.205) | (0.291) | (0.284) |
Oversk*new migrant |  |  | −0.15 |  | −0.04 |
| Â | Â | Â | (0.157) | Â | (0.182) |
Male | −0.02* | −0.02* | −0.01 |  |  |
| Â | (0.009) | (0.009) | (0.010) | Â | Â |
Labour exp | 0.00 | 0.00 | 0.00* | 0.00** | 0.00 |
| Â | (0.000) | (0.000) | (0.000) | (0.001) | (0.001) |
Age | −0.00*** | −0.00*** | −0.01*** | −0.01*** | −0.00* |
| Â | (0.001) | (0.001) | (0.002) | (0.003) | (0.002) |
Years HE | −0.01** | −0.01** | −0.01** | 0.00 | −0.02*** |
| Â | (0.005) | (0.005) | (0.005) | (0.009) | (0.007) |
Humanities | 0.05*** | 0.05*** | 0.05*** | 0.05* | 0.05*** |
| Â | (0.014) | (0.014) | (0.015) | (0.030) | (0.017) |
Social | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 |
| Â | (0.013) | (0.013) | (0.013) | (0.024) | (0.016) |
Science | 0.02 | 0.02 | 0.02 | 0.03 | 0.02 |
| Â | (0.017) | (0.017) | (0.017) | (0.027) | (0.022) |
Engineering | −0.00 | −0.00 | −0.00 | 0.01 | −0.02 |
| Â | (0.016) | (0.016) | (0.016) | (0.024) | (0.024) |
Unemploy hist | −0.03*** | −0.03*** | −0.03*** | −0.03* | −0.03** |
| Â | (0.010) | (0.010) | (0.010) | (0.016) | (0.013) |
Migrant | −0.07*** |  |  |  |  |
| Â | (0.023) | Â | Â | Â | Â |
Estab migrant |  | −0.04 | −0.05* | 0.03 | −0.10** |
| Â | Â | (0.028) | (0.031) | (0.054) | (0.039) |
New migrant |  | −0.13*** | −0.12*** | −0.09 | −0.14*** |
| Â | Â | (0.039) | (0.041) | (0.068) | (0.051) |
Course employer | 0.04*** | 0.04*** | 0.04*** | 0.05*** | 0.03*** |
| Â | (0.009) | (0.009) | (0.009) | (0.015) | (0.012) |
Course prestige | 0.04*** | 0.03*** | 0.03*** | 0.04*** | 0.02 |
| Â | (0.010) | (0.010) | (0.010) | (0.016) | (0.014) |
Vocational course | 0.03*** | 0.03*** | 0.03*** | 0.03** | 0.03** |
| Â | (0.010) | (0.010) | (0.010) | (0.015) | (0.013) |
Fieldmatchnow | 0.06*** | 0.06*** | 0.05*** | 0.04* | 0.06*** |
| Â | (0.015) | (0.015) | (0.015) | (0.025) | (0.020) |
Fieldrelatednow | 0.01 | 0.01 | 0.01 | 0.00 | 0.01 |
| Â | (0.014) | (0.014) | (0.014) | (0.022) | (0.017) |
Hours | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| Â | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) |
R&D Firm | 0.11*** | 0.11*** | 0.11*** | 0.13*** | 0.11*** |
| Â | (0.009) | (0.009) | (0.009) | (0.014) | (0.012) |
Size 50-99 | −0.01 | −0.01 | −0.01 | 0.01 | −0.03 |
| Â | (0.017) | (0.017) | (0.017) | (0.029) | (0.022) |
Size 100–249 | −0.02 | −0.02 | −0.02 | −0.01 | −0.03 |
| Â | (0.015) | (0.015) | (0.016) | (0.027) | (0.020) |
Size 250–999 | −0.02* | −0.02* | −0.02* | −0.02 | −0.03 |
| Â | (0.014) | (0.014) | (0.014) | (0.023) | (0.017) |
Size 1000+ | 0.00 | 0.00 | −0.00 | 0.00 | −0.01 |
| Â | (0.011) | (0.011) | (0.011) | (0.018) | (0.015) |
Public sector | 0.09*** | 0.09*** | 0.09*** | 0.09*** | 0.10*** |
| Â | (0.010) | (0.010) | (0.010) | (0.018) | (0.013) |
N of employers | 0.00 | 0.00 | −0.00 | 0.00 | −0.00 |
| Â | (0.002) | (0.002) | (0.002) | (0.004) | (0.003) |
Supervisor | 0.02*** | 0.02*** | 0.02** | 0.04*** | 0.01 |
| Â | (0.009) | (0.009) | (0.009) | (0.015) | (0.012) |
Italy | −0.13*** | −0.13*** | −0.11*** | −0.09** | −0.11*** |
| Â | (0.021) | (0.021) | (0.029) | (0.043) | (0.040) |
Spain | −0.05*** | −0.05*** | −0.04 | −0.03 | −0.04 |
| Â | (0.020) | (0.020) | (0.024) | (0.036) | (0.033) |
France | −0.03 | −0.03 | −0.02 | −0.01 | −0.02 |
| Â | (0.024) | (0.024) | (0.025) | (0.040) | (0.034) |
Austria | 0.03 | 0.04 | 0.04 | 0.05 | 0.02 |
| Â | (0.024) | (0.024) | (0.024) | (0.035) | (0.035) |
Netherlands | −0.07*** | −0.07*** | −0.07*** | −0.08** | −0.07** |
| Â | (0.021) | (0.021) | (0.021) | (0.031) | (0.029) |
UK | −0.09*** | −0.09*** | −0.11*** | −0.14** | −0.12** |
| Â | (0.025) | (0.025) | (0.037) | (0.059) | (0.048) |
Finland | −0.11*** | −0.11*** | −0.09*** | −0.07* | −0.10*** |
| Â | (0.021) | (0.021) | (0.024) | (0.037) | (0.034) |
Norway | −0.06*** | −0.06*** | −0.06*** | −0.03 | −0.08*** |
| Â | (0.021) | (0.021) | (0.021) | (0.031) | (0.030) |
Portugal | −0.16*** | −0.16*** | −0.15*** | −0.14** | −0.14*** |
| Â | (0.033) | (0.033) | (0.036) | (0.059) | (0.047) |
Belgium | −0.04 | −0.04 | −0.02 | −0.03 | −0.01 |
| Â | (0.024) | (0.024) | (0.028) | (0.041) | (0.039) |
Scores | Â | Â | 0.50 | 1.44* | 0.35 |
| Â | Â | Â | (0.486) | (0.824) | (0.621) |
Constant | 0.26*** | 0.25*** | 0.26*** | 0.20** | 0.28*** |
| Â | (0.057) | (0.057) | (0.057) | (0.101) | (0.070) |
Pseudo R2 | 0.092 | 0.092 | 0.092 | 0.095 | 0.093 |
Observations | 13,342 | 13,342 | 13,342 | 5246 | 8091 |