Table 3.
Estimates of Inverse Probability Weighted Logistic Regression Adjustment: Two Timings of Finding a Skilled Job
| Variable | Within 0.5 years of graduation | Within 1.5 years of graduation | ||
|---|---|---|---|---|
| coef. | se | coef. | se | |
| Technical degree | ||||
| ATT | −0.170 | 0.086* | −0.142 | 0.084^ |
| Potential outcome | 0.370 | 0.082 | 0.432 | 0.079 |
| D=0 | ||||
| Rural hukou at birth | 1.561 | 0.866^ | 1.682 | 0.771* |
| Number of siblings | −0.049 | 0.215 | 0.012 | 0.197 |
| Male | −0.881 | 0.574 | −0.502 | 0.522 |
| Own party membership | −0.814 | 0.964 | −0.661 | 0.851 |
| High college rank | 0.350 | 1.010 | −0.072 | 0.921 |
| Mid college rank | −0.268 | 0.614 | −0.150 | 0.601 |
| Inverse Mill’s ratio | −1.719 | 1.071 | −1.538 | 0.902^ |
| Constant | 0.879 | 1.143 | 0.639 | 1.006 |
| D=1 | ||||
| Rural hukou at birth | 1.475 | 0.527* | 1.541 | 0.493* |
| Number of siblings | −0.202 | 0.205 | −0.174 | 0.165 |
| Male | −0.203 | 0.361 | −0.345 | 0.312 |
| Own party membership | −0.176 | 0.765 | −0.476 | 0.716 |
| High college rank | 0.915 | 0.671 | 1.118 | 0.564* |
| Mid college rank | 0.966 | 0.396* | 0.616 | 0.389 |
| Inverse Mill’s ratio | −0.681 | 0.590 | −0.668 | 0.528 |
| Constant | −1.679 | 0.557* | −1.067 | 0.516 |
| Treatment model (post-cohort=1) | ||||
| Rural hukou at birth | 1.083 | 0.237** | 1.083 | 0.237** |
| Parental years of schooling | 0.044 | 0.034 | 0.044 | 0.034 |
| Parental party membership | −0.707 | 0.256* | −0.707 | 0.256* |
| Number of siblings | −0.412 | 0.091** | −0.412 | 0.091** |
| Central region age 14 | −0.226 | 0.268 | −0.226 | 0.268 |
| West region at age 14 | −0.422 | 0.273 | −0.422 | 0.273 |
| Han majority | −0.111 | 0.411 | −0.111 | 0.411 |
| Male | −0.317 | 0.213 | −0.317 | 0.213 |
| Own party membership | −0.739 | 0.289* | −0.739 | 0.289* |
| Conscientious scale at 14 | −0.035 | 0.145 | −0.035 | 0.145 |
| High college rank | −0.217 | 0.405 | −0.217 | 0.405 |
| Mid college rank | −0.035 | 0.255 | −0.035 | 0.255 |
| Constant | 0.774 | 0.568 | 0.774 | 0.568 |
| Bachelor’s degree | ||||
| ATT | 0.004 | 0.056 | 0.047 | 0.057 |
| Potential outcome | 0.295 | 0.051 | 0.330 | 0.051 |
| D=0 | ||||
| Rural hukou at birth | −0.282 | 0.556 | −0.590 | 0.544 |
| Number of siblings | 0.243 | 0.171 | 0.180 | 0.166 |
| Male | −0.455 | 0.350 | −0.255 | 0.345 |
| Own party membership | 0.729 | 0.678 | 0.868 | 0.629 |
| High college rank | 0.438 | 0.513 | 0.596 | 0.460 |
| Mid college rank | 0.457 | 0.456 | 0.345 | 0.431 |
| Inverse Mill’s ratio | 0.237 | 0.817 | 0.746 | 0.723 |
| Constant | −1.572 | 0.940 | −1.712 | 0.859 |
| D=1 | ||||
| Rural hukou at birth | 0.072 | 0.373 | 0.384 | 0.359 |
| Number of siblings | 0.108 | 0.121 | 0.023 | 0.119 |
| Male | −0.179 | 0.243 | −0.383 | 0.231 |
| Own party membership | 0.244 | 0.423 | −0.181 | 0.402 |
| High college rank | 0.286 | 0.367 | 0.128 | 0.342 |
| Mid college rank | 0.253 | 0.333 | 0.283 | 0.306 |
| Inverse Mill’s ratio | 0.285 | 0.482 | −0.025 | 0.462 |
| Constant | −1.416 | 0.476* | −0.617 | 0.439 |
| Treatment model (post-cohort=1) | ||||
| Rural hukou at birth | 0.698 | 0.208* | 0.698 | 0.208* |
| Parental years of schooling | 0.042 | 0.030 | 0.042 | 0.030 |
| Parental party membership | −0.283 | 0.214 | −0.283 | 0.214 |
| Number of siblings | −0.524 | 0.084** | −0.524 | 0.084** |
| Central region age 14 | 0.209 | 0.212 | 0.209 | 0.212 |
| West region at age 14 | −0.039 | 0.241 | −0.039 | 0.241 |
| Han majority | −0.210 | 0.409 | −0.210 | 0.409 |
| Male | −0.336 | 0.185^ | −0.336 | 0.185^ |
| Own party membership | −0.206 | 0.187 | −0.206 | 0.187 |
| Conscientious scale at 14 | −0.150 | 0.135 | −0.150 | 0.135 |
| High college rank | −0.116 | 0.255 | −0.116 | 0.255 |
| Mid college rank | 0.187 | 0.239 | 0.187 | 0.239 |
| Constant | 0.768 | 0.576 | 0.768 | 0.576 |
NOTE: Estimates are based on multiply imputed complete data sets using Rubin’s rule.
**
p < .001
*
p < .05
^
p < .10