Table 2 Multilevel mixed-effects logistic regression models of the students’ enrolment decision to a master programme.
Model I | Model II | |||
|---|---|---|---|---|
β | \(\exp ({\beta}^{\rm{a}} )\) | β | \(\exp (\beta )\) | |
Gender (women) | ||||
Men | 0.074 | 1.07 | 0.013 | 1.013 |
Age | −0.013 | 0.98 | −0.045 | 0.95 |
Residence area (urban) | ||||
Rural | −0.400* | 0.67 | −0.392* | 0.675 |
Grade | 0.250* | 1.28 | 0.261** | 1.29 |
Father education (Low) | ||||
Medium | 0.308 | 1.36 | 0.248 | 1.28 |
High | 0.754** | 2.12 | 0.709* | 2.03 |
Subjective income (Easy) | ||||
With difficulty | 0.203 | 1.22 | 0.204 | 1.22 |
Working contract (Not working) | ||||
Full-time | 1.073*** | 2.92 | 1.03*** | 2.80 |
Part-time | 0.374 | 1.45 | 0.369 | 1.44 |
Seniority | −0.244** | 0.78 | −0.231** | 0.79 |
Perceived master graduates wage | 0.0001 | 1.00 | 0.00009 | 1.00 |
Perceived master graduates unemployed % | 0.006 | 1.00 | 0.00438 | 1.00 |
Field of study (STEM) | ||||
Non-STEM | −0.269 | 0.763 | ||
University score | 0.047 | 1.05 | ||
Constant | −0.165 | 0.85 | 0.725 | 2.06 |
Observations | 476 | 476 | ||
No. of groups | 10 | 10 | ||
Log-likelihood | −300.89 | −299.91 | ||
Variance (Constant) | 0.89 | 0.736 | ||
(Intercept variance) (standard error) | 0.57 | 0.472 | ||
Variance at University Levelb (%) | 21.44% | 18.28% | ||
LR test | 30.66*** | 23.10*** | ||
