(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | |
---|---|---|---|---|---|---|---|---|---|
Simple Imputation 1 (SI 1) | Simple Imputation 2 (SI 2) | Multiple Imputation (MI) | |||||||
All | Men | Women | All | Men | Women | All | Men | Women | |
Union Membership (um it ) | 0.900*** | 0.857*** | 0.944*** | 0.889*** | 0.752*** | 1.059*** | 0.881*** | 0.798*** | 0.965*** |
(0.192) | (0.253) | (0.269) | (0.160) | (0.208) | (0.234) | (0.202) | (0.261) | (0.314) | |
Age | 0.054*** | 0.042** | 0.073*** | 0.050*** | 0.033** | 0.069*** | 0.042*** | 0.030** | 0.059*** |
(0.012) | (0.017) | (0.014) | (0.010) | (0.015) | (0.013) | (0.010) | (0.015) | (0.012) | |
Foreigner | 0.854*** | 0.902*** | 0.886** | 0.994*** | 0.918*** | 1.187** | 0.880*** | 0.917*** | 0.885 |
(0.229) | (0.257) | (0.441) | (0.256) | (0.243) | (0.579) | (0.256) | (0.241) | (0.576) | |
Apprenticeship | 0.147 | 0.195 | −0.124 | 0.105 | 0.164 | −0.164 | −0.016 | 0.169 | −0.420 |
(0.240) | (0.304) | (0.376) | (0.212) | (0.265) | (0.334) | (0.207) | (0.257) | (0.334) | |
Academic degree | 0.598 | 0.517 | 0.483 | 0.588* | 0.429 | 0.609 | 0.285 | 0.247 | 0.210 |
(0.372) | (0.444) | (0.483) | (0.352) | (0.415) | (0.627) | (0.335) | (0.396) | (0.585) | |
Tenure | 0.105*** | 0.073** | 0.157*** | 0.102*** | 0.068** | 0.153*** | 0.111*** | 0.076*** | 0.163*** |
(0.026) | (0.033) | (0.042) | (0.023) | (0.030) | (0.039) | (0.023) | (0.029) | (0.039) | |
Tenure2 | −0.003*** | −0.001* | −0.005*** | −0.002*** | −0.001 | −0.004*** | −0.002*** | −0.001* | −0.005*** |
(0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | |
Part-time | −0.527* | −0.084 | −0.671** | −0.590** | −0.239 | −0.723*** | −0.669*** | −0.622 | −0.782*** |
(0.278) | (1.639) | (0.272) | (0.243) | (1.284) | (0.243) | (0.240) | (1.245) | (0.242) | |
Temporary contract | 0.151 | 0.641 | −0.370 | −0.064 | 0.262 | −0.429 | −0.097 | 0.304 | −0.532 |
(0.544) | (0.955) | (0.509) | (0.464) | (0.778) | (0.445) | (0.453) | (0.763) | (0.441) | |
Firm size: 20 ≥ & < 200 | 1.705*** | 0.939*** | 2.623*** | 1.671*** | 1.127*** | 2.393*** | 1.766*** | 1.303*** | 2.408*** |
(0.229) | (0.320) | (0.330) | (0.204) | (0.280) | (0.298) | (0.204) | (0.282) | (0.296) | |
Firm size: 200 ≥ & < 2000 | 2.787*** | 2.448*** | 3.041*** | 2.772*** | 2.711*** | 2.752*** | 2.857*** | 2.879*** | 2.768*** |
(0.250) | (0.363) | (0.348) | (0.222) | (0.316) | (0.320) | (0.224) | (0.322) | (0.319) | |
Firm size: ≥ 2000 | 3.289*** | 2.893*** | 3.601*** | 3.228*** | 3.146*** | 3.240*** | 3.393*** | 3.414*** | 3.270*** |
(0.236) | (0.326) | (0.353) | (0.215) | (0.292) | (0.335) | (0.222) | (0.306) | (0.344) | |
White-collar Worker | 0.040 | −0.147 | 0.645* | 0.016 | −0.177 | 0.580** | 0.026 | −0.171 | 0.592** |
(0.193) | (0.221) | (0.330) | (0.169) | (0.199) | (0.294) | ||||
(0.168) | (0.197) | (0.292) | |||||||
Unemployment Rate | −0.013 | −0.076** | 0.068** | −0.015 | −0.069** | 0.053* | −0.062*** | −0.116*** | 0.007 |
(0.025) | (0.036) | (0.032) | (0.021) | (0.030) | (0.028) | (0.018) | (0.025) | (0.027) | |
Female | −0.122 | −0.040 | −0.027 | ||||||
(0.190) | (0.174) | (0.172) | |||||||
Constant | 22.771*** | 24.126*** | 20.889*** | 22.882*** | 24.059*** | 21.294*** | 22.910*** | 23.943*** | 21.558*** |
(0.511) | (0.644) | (0.852) | (0.480) | (0.591) | (0.813) | (0.468) | (0.578) | (0.755) | |
N | 26394 | 15559 | 10835 | 30359 | 18056 | 12303 | 31302 | 18578 | 12724 |
NI (number of imputed values) | 19556 | 11284 | 8272 | 23521 | 13781 | 9740 | 24464 | 14303 | 10161 |
n (number of individuals) | 11670 | 6465 | 5205 | 12909 | 7173 | 5736 | 13179 | 7317 | 5862 |
Wald_x (df) | 926.9*** (31) | 629.1*** (30) | 366.9*** (30) | 1016.8*** (31) | 729.9*** (30) | 357.9*** (30) | 892.9*** (23) | 608.3*** (22) | 323.8*** (22) |