Table 6: The earnings impact of job-education mismatch—whole population.

OLSREBE

Years of required education0.108***0.105***0.115***
(0.00746)(0.00609)(0.00752)
Years of over-education0.0264***0.0241***0.0223***
(0.00525)(0.00536)(0.00585)
Years of under-education−0.0214***−0.0206**−0.0192**
(0.00789)(0.00808)(0.00859)
Age 0.0384***0.0429***0.0348***
(0.00872)(0.00729)(0.00802)
Age square −0.000489***−0.000521***−0.000438***
(0.000115)( )( )
Visible minority−0.0658***−0.0561**−0.0416
(0.0251)(0.0272)(0.0280)
English/French is mother tongue0.170***0.176***0.174***
(0.0370)(0.0362)(0.0382)
Full time foreign experience0.02800.004620.0301
(0.0267)(0.0310)(0.0321)
Foreign experience is recognized0.279***0.292***0.283***
(0.0239)(0.0263)(0.0281)
Married 0.02520.02130.0467
(0.0298)(0.0303)(0.0317)
Part time−0.978***−0.975***−0.995***
(0.0292)(0.0210)(0.0313)
Experience in Canada0.00375***0.00367***0.00431***
(0.000241)(0.000201)(0.000493)
Education and recreational−0.0442−0.0926*−0.100*
(0.0489)(0.0493)(0.0514)
Fine art−0.00152−0.0730−0.0668
(0.144)(0.0899)(0.0902)
Humanities −0.0532−0.0362−0.00256
(0.0521)(0.0528)(0.0546)
Social sciences −0.0375−0.0527−0.0493
(0.0414)(0.0470)(0.0488)
Commerce 0.00567−0.001400.00446
(0.0294)(0.0357)(0.0371)
Agriculture −0.112−0.0736−0.0148
(0.0718)(0.0775)(0.0799)
Engineering 0.02920.007800.0103
(0.0302)(0.0367)(0.0382)
Health −0.0200−0.0321−0.0583
(0.0566)(0.0679)(0.0704)
Mathematics 0.190***0.171***0.171***
(0.0536)(0.0522)(0.0543)
Family class−0.000245−0.0236−0.0571
(0.0566)(0.0521)(0.0527)
Skilled workers−0.00710−0.0176−0.0409
(0.0555)(0.0507)(0.0510)
Provincial nominees−0.0588−0.137−0.194
(0.0924)(0.119)(0.125)
Refuges −0.0652−0.121**−0.140**
(0.0659)(0.0594)(0.0591)
Quebec−0.01570.00117−0.00276
(0.0308)(0.0337)(0.0357)
Ontario−0.0387−0.0415−0.0576**
(0.0244)(0.0266)(0.0284)
Western−0.0236−0.0272−0.0551
(0.0327)(0.0344)(0.0366)
Atlantic0.1850.1010.0574
(0.117)(0.0967)(0.113)
Male 0.146***0.167***0.159***
(0.0205)(0.0221)(0.0232)
Constant3.725***3.695***3.710***
(0.172)(0.148)(0.168)
Observations20112393389338
-squared0.3930.430
Number of id41684168

Standard errors are in parentheses. *** , ** , * .