Table 5
Heckman models of employment earnings among male workers
by self-employment status, 1980
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Fathers of third-and-higher generations | Fathers of the second generation | Fathers of the 1.5 generation | ||||
---|---|---|---|---|---|---|
Paid workers | Self- employed | Paid workers | Self- employed | Paid workers | Self- employed | |
coefficient | ||||||
Variables | ||||||
Earnings model | ||||||
No diploma/certificate | -0.134 Note *** | -0.047 Note ** | -0.085 Note *** | 0.166 Note *** | -0.077 Note *** | 0.152 Note * |
Non-university diploma | 0.051 Note *** | -0.082 Note *** | 0.130 Note *** | 0.087 Note * | 0.135 Note *** | 0.095 |
Bachelor degree | 0.321 Note *** | 0.315 Note *** | 0.307 Note *** | 0.284 Note *** | 0.307 Note *** | 0.212 Note * |
Degree in medicine | 0.820 Note *** | -0.402 Note *** | 0.746 Note *** | 0.072 | 0.748 Note *** | -0.127 |
Graduate degree | 0.444 Note *** | 0.571 Note *** | 0.487 Note *** | 0.694 Note *** | 0.475 Note *** | 0.529 Note *** |
Years of potential experience | 0.043 Note *** | 0.004 | 0.032 Note *** | -0.016 Note * | 0.027 Note *** | -0.041 Note ** |
Experience squared | -0.001 Note *** | 0.000 Note *** | -0.001 Note *** | 0.000 | -0.001 Note *** | 0.001 Note * |
Married | 0.091 Note *** | -0.002 | 0.067 Note *** | -0.159 | 0.016 | -0.016 |
English/French mother tongue | 0.000 | 0.065 Note * | 0.057 Note *** | 0.293 Note *** | 0.079 Note *** | 0.353 Note *** |
Members of visible minority | -0.062 Note *** | -0.081 | -0.182 Note *** | 0.140 Note *** | -0.229 Note *** | 0.016 |
Full-time | 0.311 Note *** | 0.107 Note *** | 0.454 Note *** | -0.005 | 0.400 Note *** | -0.039 |
Constant | 6.136 Note *** | 8.783 Note *** | 5.920 Note *** | 8.662 Note *** | 6.046 Note *** | 9.018 Note *** |
Selection model | ||||||
Number of children | -0.050 Note *** | 0.042 Note *** | -0.047 Note *** | 0.039 Note *** | -0.039 Note *** | 0.025 Note ** |
Homeowner | -0.343 Note *** | 0.278 Note *** | -0.140 Note *** | 0.152 Note *** | -0.215 Note *** | 0.198 Note *** |
No diploma/certificate | -0.060 Note *** | 0.058 Note *** | 0.159 Note *** | -0.155 Note *** | 0.136 Note *** | -0.133 Note ** |
Non-university diploma | -0.052 Note *** | 0.053 Note *** | 0.051 Note * | -0.051 Note * | 0.003 | -0.006 |
Bachelor degree | -0.101 Note *** | 0.113 Note *** | 0.099 Note ** | -0.097 Note ** | -0.051 | 0.059 |
Degree in medicine | -1.922 Note *** | 1.778 Note *** | -1.475 Note *** | 1.357 Note *** | -1.519 Note *** | 1.395 Note *** |
Graduate degree | -0.076 Note *** | 0.091 Note *** | 0.249 Note *** | -0.232 Note *** | 0.103 Note *** | -0.091 |
Years of potential experience | -0.020 Note *** | 0.022 Note *** | -0.036 Note *** | 0.035 Note *** | -0.057 Note *** | 0.057 Note *** |
Experience squared | 0.000 Note * | 0.000 Note ** | 0.001 Note *** | -0.001 Note ** | 0.001 Note *** | -0.001 Note *** |
Married | -0.014 | 0.031 | 0.023 | -0.026 | 0.003 | -0.018 |
English/French mother tongue | 0.072 Note *** | -0.072 Note *** | 0.269 Note *** | -0.265 Note *** | 0.243 Note *** | -0.236 Note *** |
Members of visible minority | -0.041 | 0.041 | 0.275 Note *** | -0.270 Note *** | 0.174 Note *** | -0.177 Note *** |
Constant | 1.892 Note *** | -1.862 Note *** | 1.450 Note *** | -1.438 Note *** | 1.912 Note *** | -1.865 Note *** |
/athrhoNote 1 | 0.130 Note *** | -1.425 Note *** | 0.088 Note *** | -1.449 Note *** | 0.106 | -1.529 |
p<0.05 | ||||||
p<0.01 | ||||||
p<0.001 | ||||||
The estimate /athrho | ||||||
Note(s): "Renter" is the reference for the homeownership variable; "high school graduate certificate" is the reference for education; "not married" is the reference for marital status; "neither English nor French" is the reference for mother tongue; and "not a member of a visible minority" is the reference for visible-minority status. | ||||||
Fathers of third-and-higher generations | Fathers of the second generation | Fathers of the 1.5 generation | |
---|---|---|---|
Control variables | |||
Earnings model | |||
Location fixed effects | Included | Included | Included |
Selection model | |||
Location fixed effects | Included | Included | Included |
p<0.05 | |||
p<0.01 | |||
p<0.001 | |||
The estimate /athrho | |||
Note(s): "Renter" is the reference for the homeownership variable; "high school graduate certificate" is the reference for education; "not married" is the reference for marital status; "neither English nor French" is the reference for mother tongue; and "not a member of a visible minority" is the reference for visible-minority status. | |||
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