Age | 0.1216 | 29.08 | 0.0171 | 5.06 |
Education | 0.0162 | 3.88 | 0.0043 | 1.28 |
Tenure | 0.0717 | 17.15 | 0.0326 | 9.66 |
Hours of work | −0.0148 | −3.54 | 0.0135 | 4.01 |
Unionization | −0.0001 | −0.02 | 0.0001 | 0.02 |
Business size | 0.0187 | 4.47 | 0.0302 | 8.96 |
Industry | −0.0220 | −5.27 | 0.0190 | 5.61 |
Occupation | 0.0109 | 2.60 | −0.0054 | −1.60 |
Total explained | 0.2021 | 48.34 | 0.1114 | 33.00 |
Total unexplained | 0.2160 | 51.66 | 0.2262 | 67.00 |
Total wage gap | 0.4181 | 100.00 | 0.3377 | 100.00 |
Female | −0.151 |
−0.158 |
−0.046 |
0.062 |
Married | 0.141 |
0.173 |
0.013 |
0.436 |
Female × Married | −0.089 |
−0.117 |
−0.006 (0.010) | −0.463 |
Constant | 2.409 |
1.597 |
5.283 |
0.431 |
Observations | 15,068 | 13,742 | 13,744 | 41,670 |
0.430 | 0.521 | 0.196 | 0.024 |
20–29 | 49.28 | 50.72 | 42.58 | 57.42 |
30–39 | 74.34 | 25.66 | 62.91 | 37.09 |
40–49 | 65.90 | 34.10 | 65.90 | 34.10 |
50–59 | 70.18 | 29.82 | 59.67 | 40.33 |
20–29 | 25.07 | 13.59 | 10.65 | 10.29 |
30–39 | 84.59 | 84.38 | 60.87 | 62.12 |
40–49 | 96.23 | 82.29 | 81.64 | 80.65 |
50–59 | 95.00 | 73.53 | 83.96 | 75.78 |
Below 10th percentile | 26.72 | 73.28 | 31.65 | 68.35 |
Below 50th percentile | 46.86 | 53.14 | 39.63 | 60.37 |
Above 90th percentile | 87.22 | 12.78 | 89.32 | 10.68 |
1–4 | 7.17 (0.40) | 49.62 | 6.77 (0.42) | 50.83 | 7.59 (0.41) | 45.28 | 7.48 (0.31) | 54.72 |
5–9 | 7.29 (0.34) | 56.82 | 6.90 (0.37) | 43.18 | 7.75 (0.43) | 49.52 | 7.57 (0.26) | 50.48 |
10–29 | 7.38 (0.42) | 62.19 | 6.85 (0.33) | 37.81 | 7.95 (0.31) | 57.19 | 7.58 (0.27) | 42.81 |
30–49 | 7.35 (0.45) | 70.39 | 6.89 (0.33) | 29.61 | 7.97 (0.40) | 66.66 | 7.68 (0.33) | 33.34 |
50–69 | 7.39 (0.45) | 70.09 | 6.95 (0.52) | 29.91 | 8.03 (0.35) | 53.25 | 7.70 (0.30) | 46.75 |
70–99 | 7.40 (0.42) | 72.86 | 6.86 (0.27) | 27.14 | 7.91 (0.39) | 55.68 | 7.80 (0.36) | 44.32 |
100–299 | 7.39 (0.51) | 74.07 | 7.03 (0.46) | 25.93 | 8.11 (0.33) | 47.65 | 7.78 (0.30) | 52.35 |
300–499 | 7.54 (0.43) | 66.27 | 6.98 (0.30) | 33.73 | 8.15 (0.28) | 58.16 | 7.78 (0.18) | 41.84 |
500–999 | 7.50 (0.38) | 67.55 | 7.19 (0.37) | 32.45 | 8.32 (0.43) | 65.16 | 7.72 (0.29) | 34.84 |
over 1,000 | 7.65 (0.41) | 69.82 | 7.12 (0.56) | 30.18 | 8.33 (0.43) | 65.03 | 7.90 (0.50) | 34.97 |
Professional jobs | 55.83 | 44.17 | 50.67 | 49.33 |
Male professional jobs | 62.41 | 37.59 | 58.81 | 41.19 |
Age | 36.52 (8.73) | 33.56 (10.03) | 42.06 (10.65) | 40.39 (11.40) |
Education | ||||
Bachelor's degree | 0.24 (0.43) | 0.16 (0.37) | 0.40 (0.49) | 0.34 (0.48) |
Advanced degree | 0.04 (0.21) | 0.01 (0.11) | 0.06 (0.23) | 0.05 (0.21) |
Hours worked per month | 225.70 (55.39) | 214.15 (56.56) | 184.23 (33.74) | 177.58 (25.61) |
Tenure | 6.41 (6.64) | 4.14 (5.01) | 9.09 (8.66) | 7.16 (6.86) |
Union | 0.63 (0.48) | 0.59 (0.49) | 0.13 (0.34) | 0.11 (0.31) |
Professional job | 0.12 (0.33) | 0.18 (0.38) | 0.21 (0.40) | 0.24 (0.43) |
Married | 0.75 (0.44) | 0.52 (0.50) | 0.56 (0.50) | 0.50 (0.50) |
Children | 0.72 (0.45) | 0.55 (0.50) | 0.54 (0.50) | 0.55 (0.50) |
Log real monthly wages | 7.43 (0.46) | 6.97 (0.48) | 7.99 (0.45) | 7.68 (0.37) |
No. of observations | 1,559 | 874 | 2,036 | 1,354 |
Female | −0.180 |
−0.191 |
−0.046 |
0.029 |
Children | 0.160 |
0.172 |
0.016 |
0.374 |
Female × Children | −0.238 |
−0.238 |
−0.041 |
−0.490 |
Constant | 2.154 |
1.544 |
5.448 |
0.420 |
Observations | 39,821 | 35,802 | 35,807 | 112,205 |
0.598 | 0.647 | 0.174 | 0.131 |
Below 10th percentile | 54.55 | 64.64 | 36.81 | 67.05 |
Below 50th percentile | 57.84 | 48.85 | 44.70 | 60.65 |
Above 90th percentile | 95.26 | 88.24 | 94.57 | 84.42 |