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Table 5 Probit model for overskilling estimated by gender (marginal effects for selected variables)

From: Born abroad and educated here: examining the impacts of education and skill mismatch among immigrant graduates in Europe

  (1) (2) (3) (4) (5) (6)
VARIABLES Male 1 Male 2 Male 3 Female 1 Female 2 Female 3
Overedjob1 −0.00 −0.00 −0.00 −0.01 −0.01 −0.01
  (0.009) (0.009) (0.009) (0.006) (0.006) (0.006)
Overskilljob1 0.11*** 0.11*** 0.11*** 0.09*** 0.09*** 0.09***
  (0.008) (0.008) (0.008) (0.006) (0.006) (0.006)
Migrant 0.00    0.04***   
  (0.018)    (0.011)   
Estab migrant   0.02    0.04***  
   (0.021)    (0.013)  
New migrant   −0.03    0.04**  
   (0.031)    (0.019)  
EU 15    0.02    0.03**
    (0.026)    (0.016)
High income    0.01    0.05
    (0.048)    (0.035)
Rest of world    −0.01    0.04**
    (0.027)    (0.016)
EU other       0.04
       (0.044)
Pseudo R2 0.259 0.259 0.259 0.282 0.283 0.283
Observations 5251 5251 5240 8091 8091 8091
  1. Standard errors in parentheses
  2. *** p < 0.01, ** p < 0.05, * p < 0.1