Model 1a | Model 2a | Model 3b | Model 4b | |||
---|---|---|---|---|---|---|
Attribute | Parameter | CL | CL with interaction | Parameter | MXL with salary fixed | MXL with salary random |
Salaryc (per 10% change above base) | β | 0.39*** | 0.40*** | Mean | 0.44*** | 0.59*** |
SD | – | 0.57*** | ||||
Good quality of facility | β | 1.46*** | 1.47*** | Mean | 1.04*** | 1.37*** |
SD | 0.77*** | 1.07*** | ||||
Study leave after 5 years | β | 1.64*** | 1.80*** | Mean | 1.42*** | 1.85*** |
SD | 0.35 | 0.66** | ||||
Study leave after 3 years | β | 2.23*** | 3.15*** | Mean | 2.11*** | 2.75*** |
SD | 0.83*** | −1.21*** | ||||
Basic house allowance | β | 0.89*** | 0.90*** | Mean | 0.80*** | 1.01*** |
SD | 0.34 | 0.65** | ||||
Superior house allowance | β | 1.00*** | 1.02*** | Mean | 0.73*** | 0.95*** |
SD | 0.00 | −0.38* | ||||
2 years for promotion | β | 0.34** | 0.40*** | Mean | 0.23** | 0.25* |
SD | −0.04 | −0.25 | ||||
Interaction terms | ||||||
Study leave after 5 years × 40 and above | −0.82** | |||||
Study leave after 3 years × 30–39 years old | −1.04*** | |||||
Study leave after 3 years × 40 and above | −2.26*** | |||||
2 years for promotion × female | 0.24* | |||||
Constant | −0.17 | −0.19 | −0.22* | −0.27* | ||
Model diagnostics | ||||||
Number of respondents | 57 | 57 | 57 | 57 | ||
Number of observations | 1 368 | 1 368 | 1 368 | 1 368 | ||
Log likelihood | −637.0 | −621.0 | −324.0 | −314.2 | ||
AIC | 1 290.0 | 1 266.0 | 676.1 | 658.5 | ||
BIC | 1 331.7 | 1 328.7 | 749.2 | 736.8 | ||
Prob > chi2 | <0.001 | <0.001 | 0.01 | <0.001 |