From: Does occupational licensing impact incomes? A replication study for the German crafts case
Treatment group | Control group | |||||||
---|---|---|---|---|---|---|---|---|
Pre-treatment | Post-treatment | Pre-treatment | Post-treatment | |||||
Mean | St.d. | Mean | St.d. | Mean | St.d. | Mean | St.d. | |
Individual net total income | 1907.81 | 1678.78 | 1817.93 | 1559.85 | 2139.98 | 2120.46 | 2090.67 | 1750.11 |
Age | 44.91 | 10.29 | 44.48 | 9.80 | 44.29 | 9.95 | 44.96 | 9.42 |
Female | 0.28 | 0.41 | 0.24 | 0.43 | 0.12 | 0.33 | 0.13 | 0.34 |
Migrant | 0.08 | 0.28 | 0.12 | 0.32 | 0.04 | 0.21 | 0.07 | 0.25 |
Hours worked | 48.40 | 14.86 | 46.37 | 13.97 | 52.18 | 14.59 | 50.76 | 13.14 |
Part-time | 0.07 | 0.26 | 0.12 | 0.33 | 0.03 | 0.17 | 0.05 | 0.21 |
Time in current job | 12.62 | 12.62 | 11.32 | 9.85 | 12.75 | 10.29 | 12.18 | 9.61 |
Number of employees | 1.26 | 2.32 | 2.20 | 2.32 | 2.00 | 3.01 | 3.62 | 3.01 |
Last labor market status | ||||||||
Unemployed | 0.01 | 0.07 | 0.02 | 0.14 | 0.01 | 0.08 | 0.01 | 0.11 |
Employed | 0.41 | 0.49 | 0.90 | 0.30 | 0.43 | 0.50 | 0.93 | 0.26 |
Student | 0.00 | 0.06 | 0.01 | 0.07 | 0.00 | 0.02 | 0.00 | 0.04 |
Other/missing | 0.57 | 0.50 | 0.01 | 0.11 | 0.56 | 0.50 | 0.05 | 0.23 |
Marital status | ||||||||
Single | 0.23 | 0.42 | 0.26 | 0.44 | 0.18 | 0.39 | 0.21 | 0.41 |
Married | 0.66 | 0.47 | 0.63 | 0.48 | 0.74 | 0.44 | 0.69 | 0.46 |
Widow(er) | 0.02 | 0.13 | 0.02 | 0.12 | 0.01 | 0.11 | 0.01 | 0.10 |
Divorced | 0.09 | 0.29 | 0.10 | 0.30 | 0.07 | 0.25 | 0.09 | 0.28 |
Number of children | ||||||||
None | 0.64 | 0.48 | 0.62 | 0.49 | 0.57 | 0.50 | 0.59 | 0.49 |
One child | 0.17 | 0.38 | 0.19 | 0.39 | 0.20 | 0.40 | 0.20 | 0.40 |
Two children | 0.15 | 0.35 | 0.16 | 0.36 | 0.18 | 0.39 | 0.17 | 0.37 |
Three + children | 0.05 | 0.21 | 0.04 | 0.19 | 0.06 | 0.23 | 0.05 | 0.21 |
General education | ||||||||
Lower secondary school | 0.57 | 0.50 | 0.46 | 0.50 | 0.66 | 0.48 | 0.58 | 0.49 |
Intermediate secondary school | 0.23 | 0.42 | 0.28 | 0.45 | 0.24 | 0.43 | 0.29 | 0.46 |
University entrance qualification | 0.20 | 0.40 | 0.26 | 0.44 | 0.11 | 0.31 | 0.13 | 0.34 |
Vocational qualification | ||||||||
None | 0.03 | 0.16 | 0.03 | 0.18 | 0.02 | 0.12 | 0.02 | 0.14 |
Vocational training | 0.49 | 0.50 | 0.57 | 0.50 | 0.31 | 0.46 | 0.38 | 0.48 |
Advanced vocational training | 0.42 | 0.42 | 0.31 | 0.46 | 0.65 | 0.48 | 0.58 | 0.49 |
University | 0.07 | 0.08 | 0.10 | 0.29 | 0.03 | 0.16 | 0.02 | 0.15 |
Yearly dummies | ||||||||
2000 | 0.15 | 0.36 | N/A | N/A | 0.85 | 0.36 | N/A | N/A |
2001 | 0.17 | 0.37 | N/A | N/A | 0.83 | 0.37 | N/A | N/A |
2002 | 0.17 | 0.38 | N/A | N/A | 0.83 | 0.38 | N/A | N/A |
2003 | 0.16 | 0.37 | N/A | N/A | 0.84 | 0.37 | N/A | N/A |
2004 | 0.16 | 0.37 | N/A | N/A | 0.84 | 0.37 | N/A | N/A |
2005 | N/A | N/A | 0.18 | 0.39 | N/A | N/A | 0.81 | 0.39 |
2006 | N/A | N/A | 0.19 | 0.39 | N/A | N/A | 0.81 | 0.39 |
2007 | N/A | N/A | 0.18 | 0.38 | N/A | N/A | 0.82 | 0.39 |
2008 | N/A | N/A | 0.20 | 0.40 | N/A | N/A | 0.80 | 0.40 |
2009 | N/A | N/A | 0.18 | 0.39 | N/A | N/A | 0.81 | 0.39 |
2010 | N/A | N/A | 0.20 | 0.40 | N/A | N/A | 0.80 | 0.40 |
N (max–min) | 2331–2913 | 2331–2913 | 2929–3488 | 2929–3488 | 2818–12,018 | 2818–12,018 | 2929–15,061 | 2929–15,061 |