Table 1 Selected OLS estimates (1) (2)...

Table 1

Selected OLS estimates

	(1)	(2)	(3)	(4)	(5)	(6)
Education	0.129***	0.103***	0.093***	0.086***	0.013**	0.020***
Education	(0.005)	(0.004)	(0.004)	(0.005)	(0.005)	(0.005)
Arts	−0.079***	−0.034**	−0.036**	−0.016	−0.038***	−0.047***
Arts	(0.017)	(0.015)	(0.014)	(0.014)	(0.013)	(0.013)
Humanities	0.085***	−0.011*	−0.008	0.038***	−0.038***	−0.036***
Humanities	(0.007)	(0.006)	(0.006)	(0.007)	(0.007)	(0.007)
Business and management	Reference category
Law	0.550***	0.503***	0.498***	0.445***	0.310***	0.309***
Law	(0.018)	(0.017)	(0.017)	(0.015)	(0.013)	(0.013)
Personal services	−0.088***	−0.105***	−0.099***	−0.065***	−0.008	0.002
Personal services	(0.014)	(0.012)	(0.012)	(0.011)	(0.010)	(0.010)
Social sciences and services (others)	0.129***	0.064***	0.067***	0.059***	0.032***	0.029***
Social sciences and services (others)	(0.007)	(0.006)	(0.006)	(0.006)	(0.005)	(0.005)
Hard sciences	0.137***	0.132***	0.131***	0.130***	0.041***	0.045***
Hard sciences	(0.010)	(0.009)	(0.009)	(0.009)	(0.008)	(0.008)
Maths and statistics	0.120***	0.132***	0.119***	0.068***	−0.006	−0.009
Maths and statistics	(0.014)	(0.013)	(0.013)	(0.012)	(0.012)	(0.012)
Computing	−0.121***	0.058***	0.058***	0.053***	0.017	0.008
Computing	(0.020)	(0.019)	(0.019)	(0.017)	(0.015)	(0.014)
Engineering	−0.052***	0.007	0.007	0.051***	0.062***	0.067***
Engineering	(0.007)	(0.006)	(0.006)	(0.006)	(0.006)	(0.006)
Manufacturing	−0.141***	−0.075***	−0.077***	−0.005	−0.028**	−0.011
Manufacturing	(0.017)	(0.015)	(0.015)	(0.014)	(0.012)	(0.012)
Architecture	0.073***	0.082***	0.087***	0.094***	0.034***	0.044***
Architecture	(0.010)	(0.010)	(0.009)	(0.009)	(0.008)	(0.008)
Agriculture and veterinary	0.110***	0.071***	0.070***	0.075***	−0.001	0.023***
Agriculture and veterinary	(0.010)	(0.008)	(0.008)	(0.008)	(0.007)	(0.007)
Health	0.646***	0.580***	0.574***	0.531***	0.405***	0.410***
Health	(0.010)	(0.009)	(0.009)	(0.012)	(0.011)	(0.011)
Basic controls	No	Yes	Yes	Yes	Yes	Yes
Family characteristics	No	No	Yes	Yes	Yes	Yes
Sector dummies and firm size (sq.)	No	No	No	Yes	Yes	Yes
Occupation dummies	No	No	No	No	Yes	Yes
Nuts2 regions dummies	No	No	No	No	No	Yes
Adjusted R-squared	0.091	0.263	0.283	0.361	0.472	0.489
Number of observations	77,154	77,154	77,154	77,154	77,154	77,154

	(1)	(2)	(3)	(4)	(5)	(6)
Education	0.129***	0.103***	0.093***	0.086***	0.013**	0.020***
Education	(0.005)	(0.004)	(0.004)	(0.005)	(0.005)	(0.005)
Arts	−0.079***	−0.034**	−0.036**	−0.016	−0.038***	−0.047***
Arts	(0.017)	(0.015)	(0.014)	(0.014)	(0.013)	(0.013)
Humanities	0.085***	−0.011*	−0.008	0.038***	−0.038***	−0.036***
Humanities	(0.007)	(0.006)	(0.006)	(0.007)	(0.007)	(0.007)
Business and management	Reference category
Law	0.550***	0.503***	0.498***	0.445***	0.310***	0.309***
Law	(0.018)	(0.017)	(0.017)	(0.015)	(0.013)	(0.013)
Personal services	−0.088***	−0.105***	−0.099***	−0.065***	−0.008	0.002
Personal services	(0.014)	(0.012)	(0.012)	(0.011)	(0.010)	(0.010)
Social sciences and services (others)	0.129***	0.064***	0.067***	0.059***	0.032***	0.029***
Social sciences and services (others)	(0.007)	(0.006)	(0.006)	(0.006)	(0.005)	(0.005)
Hard sciences	0.137***	0.132***	0.131***	0.130***	0.041***	0.045***
Hard sciences	(0.010)	(0.009)	(0.009)	(0.009)	(0.008)	(0.008)
Maths and statistics	0.120***	0.132***	0.119***	0.068***	−0.006	−0.009
Maths and statistics	(0.014)	(0.013)	(0.013)	(0.012)	(0.012)	(0.012)
Computing	−0.121***	0.058***	0.058***	0.053***	0.017	0.008
Computing	(0.020)	(0.019)	(0.019)	(0.017)	(0.015)	(0.014)
Engineering	−0.052***	0.007	0.007	0.051***	0.062***	0.067***
Engineering	(0.007)	(0.006)	(0.006)	(0.006)	(0.006)	(0.006)
Manufacturing	−0.141***	−0.075***	−0.077***	−0.005	−0.028**	−0.011
Manufacturing	(0.017)	(0.015)	(0.015)	(0.014)	(0.012)	(0.012)
Architecture	0.073***	0.082***	0.087***	0.094***	0.034***	0.044***
Architecture	(0.010)	(0.010)	(0.009)	(0.009)	(0.008)	(0.008)
Agriculture and veterinary	0.110***	0.071***	0.070***	0.075***	−0.001	0.023***
Agriculture and veterinary	(0.010)	(0.008)	(0.008)	(0.008)	(0.007)	(0.007)
Health	0.646***	0.580***	0.574***	0.531***	0.405***	0.410***
Health	(0.010)	(0.009)	(0.009)	(0.012)	(0.011)	(0.011)
Basic controls	No	Yes	Yes	Yes	Yes	Yes
Family characteristics	No	No	Yes	Yes	Yes	Yes
Sector dummies and firm size (sq.)	No	No	No	Yes	Yes	Yes
Occupation dummies	No	No	No	No	Yes	Yes
Nuts2 regions dummies	No	No	No	No	No	Yes
Adjusted R-squared	0.091	0.263	0.283	0.361	0.472	0.489
Number of observations	77,154	77,154	77,154	77,154	77,154	77,154

Note(s): Robust standard errors in parenthesis, *** significant at 1%, ** significant at 5%, *** significant at 10%. Regression in column (2) contains controls for wave dummies, previous potential experience (quadratic) and current job tenure (quadratic). Regression in column (3) includes dummies for marital status and the number of children as additional controls. Regression in column (4) includes dummies for sector and quadratic firm size. Regression in column (5) includes dummies for occupation. Regression in column (6) includes dummies for nuts2 regions

Source(s): Table created by authors

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