Journal of Population Sciences
Table 4 Predicting graduates’ access to professional and managerial occupations 5 years after graduation
From: Privilege travels: migration and labour market outcomes of Southern Italian graduates
Model 1 baseline | Model 2 + migration study | |||||
|---|---|---|---|---|---|---|
Estimate | S.E | p value | Estimate | S.E | p value | |
Parental education | ||||||
Both with higher education (ref) | ||||||
At least one with education | − 0.160 | 0.085 | 0.060 | − 0.157 | 0.085 | 0.066 |
At least one with high school | − 0.287 | 0.077 | 0.000 | − 0.282 | 0.077 | 0.000 |
Both with less than high school | − 0.327 | 0.084 | 0.000 | − 0.319 | 0.084 | 0.000 |
Migration study | 0.086 | 0.048 | 0.072 | |||
Field of Study | ||||||
Law (ref) | ||||||
Agriculture | − 0.268 | 0.168 | 0.111 | − 0.276 | 0.168 | 0.102 |
Architecture | 0.229 | 0.124 | 0.065 | 0.218 | 0.124 | 0.080 |
Chemistry and pharmacy | 0.416 | 0.151 | 0.006 | 0.414 | 0.151 | 0.006 |
Economics/statistics | − 0.897 | 0.104 | 0.000 | − 0.904 | 0.105 | 0.000 |
Sports science and physical education | − 1.293 | 0.214 | 0.000 | 1.311 | 0.214 | 0.000 |
Biology and Geography | 0.244 | 0.131 | 0.062 | 0.236 | 0.131 | 0.071 |
Engineering | 0.570 | 0.109 | 0.000 | 0.563 | 0.109 | 0.000 |
Education | − 1.336 | 0.166 | 0.000 | − 1.341 | 0.166 | 0.000 |
Literature | − 0.366 | 0.120 | 0.002 | − 0.381 | 0.121 | 0.002 |
Linguistics | − 0.555 | 0.129 | 0.000 | − 0.566 | 0.129 | 0.000 |
Medicine | − 0.555 | 0.136 | 0.000 | − 0.567 | 0.136 | 0.000 |
Political science/social science | − 1.150 | 0.107 | 0.000 | − 1.171 | 0.107 | 0.000 |
Psychology | − 0.042 | 0.116 | 0.717 | − 0.058 | 0.116 | 0.618 |
Natural science/mathematics/physics | 0.444 | 0.158 | 0.005 | 0.448 | 0.158 | 0.005 |
Gender | ||||||
Men (ref) | ||||||
Women | − 0.205 | 0.051 | 0.000 | − 0.202 | 0.051 | 0.000 |
Constant | 5.802 | 0.676 | 0.000 | 5.711 | 0.678 | 0.000 |
R-Squared | 0.163 | 0.164 | ||||
N | 11,192 | 11,192 | ||||