Heterogeneity of gender wage gap
Dependent variable: hourly wages in main DHB job (ln) | ||||||
1 | 2 | 3 | 4 | 5 | 6 | |
Female | −0.106‡ | −0.072‡ | −0.123‡ | −0.084‡ | −0.117‡ | −0.170‡ |
(0.031) | (0.022) | (0.016) | (0.020) | (0.019) | (0.025) | |
Aged under 30 years * female | 0.062* | |||||
(0.038) | ||||||
Aged 40+ years * female | −0.052 | |||||
(0.035) | ||||||
Worked 30 or fewer hours in main DHB job * female | −0.158‡ | |||||
(0.048) | ||||||
Worked 31–40 hours * female | −0.051 | |||||
(0.035) | ||||||
Worked 51–60 hours * female | −0.042 | |||||
(0.033) | ||||||
Worked over 60 hours * female | 0.029 | |||||
(0.043) | ||||||
Works 1–25 hours in other jobs * female | −0.006 | |||||
(0.033) | ||||||
Works 26 or more hours in other jobs * female | 0.107 | |||||
(0.111) | ||||||
One-child family * female | −0.045 | |||||
(0.040) | ||||||
Family with two or more children * female | −0.083‡ | |||||
(0.032) | ||||||
Overseas trained * female | −0.001 | |||||
(0.028) | ||||||
Recent migrant * female | −0.002 | |||||
(0.059) | ||||||
Honours or master’s * female | 0.068† | |||||
(0.032) | ||||||
Doctorate degrees * female | 0.105‡ | |||||
(0.034) | ||||||
One-child family | 0.035 | |||||
(0.025) | ||||||
Family with two or more children | 0.040† | |||||
(0.019) | ||||||
Overseas trained | 0.022 | |||||
(0.016) | ||||||
Recent migrant (arrived March 2012 or later) | 0.077† | |||||
(0.038) | ||||||
Flexible age controls | No | Yes | Yes | Yes | Yes | Yes |
Age category fixed effects | Yes | No | No | No | No | No |
Specialty fixed effects | Yes | Yes | Yes | Yes | Yes | Yes |
Additional controls | Yes | Yes | Yes | Yes | Yes | Yes |
R2 | 0.532 | 0.548 | 0.546 | 0.547 | 0.547 | 0.547 |
Observations | 3402 | 3402 | 3402 | 3402 | 3402 | 3402 |
Each column presents results from an OLS regression with dependent variable log hourly wage in main DHB job. Flexible age controls are an age spline of order 4. Additional controls are fixed effects for number of hours worked in DHB job, fixed effects for number of hours worked in other jobs and fixed effects for highest qualification. All observation counts have been randomly rounded to base 3. Robust SEs are in parentheses.
*P<0.10.
†P<0.05.
‡P<0.01.