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Table 3 Probit model for overeducation 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 0.06*** 0.06*** 0.06*** 0.07*** 0.07*** 0.07***
  (0.006) (0.006) (0.006) (0.005) (0.005) (0.005)
Overskilljob1 −0.01 −0.01 −0.01 −0.01** −0.01** −0.01**
  (0.004) (0.004) (0.004) (0.004) (0.004) (0.004)
Migrant −0.00    −0.00   
  (0.010)    (0.008)   
Estab migrant   0.00    0.00  
   (0.012)    (0.010)  
New migrant   −0.01    −0.01  
   (0.018)    (0.016)  
EU 15    −0.03    0.01
    (0.023)    (0.012)
EU other    0.03    0.03
    (0.034)    (0.030)
High income    −0.04    −0.06
    (0.037)    (0.046)
Rest of world    0.01    −0.01
    (0.013)    (0.013)
Pseudo R2 0.393 0.393 0.395 0.40 0.40 0.40
Observations 5251 5251 5251 8091 8091 8091
  1. Standard errors in parentheses
  2. *** p < 0.01, ** p < 0.05, * p < 0.1