Moving from North to North: how are the students’ university flows?

Genus

Journal of Population Sciences

Table 5 Regression model. Results of the ordinal logit model and Lasso (with effects of region of destination and province of residence–summarised in the “Conclusions” section)

	Stayer vs half mover (S vs HM)				Half mover vs mover (HM vs M)
Variables	Estimate	S.E.	p-value	Lasso	Estimate	S.E.	p-value	Lasso
Intercept	−3.574	0.091	0.000	−2.460	−3.224	0.341	0.000	−2.861
Gender (female)
Male	−0.064	0.019	0.001	−0.033	0.084	0.053	0.117	0.000
Age at enrolment (20 or more)
Less than 20	−0.068	0.020	0.001	−0.046	−0.144	0.059	0.014	0.000
HS (Other “Liceo”)
Classical Liceo	0.390	0.034	0.000	0.370	0.148	0.087	0.088	0.068
Scientific Liceo	0.014	0.026	0.586	0.000	0.044	0.072	0.539	0.000
Technical	−0.349	0.026	0.000	−0.338	−0.097	0.080	0.223	0.000
Vocational	−0.413	0.036	0.000	−0.387	−0.169	0.112	0.133	0.000
High school grade (less than 90)
90 to 99	0.125	0.025	0.000	0.103	0.162	0.070	0.021	0.000
100	0.298	0.033	0.000	0.280	0.286	0.086	0.001	0.097
School ownership (public)
Private	0.117	0.032	0.000	0.094	0.213	0.085	0.012	0.032
University ownership (private)
Public	−0.468	0.032	0.000	−0.476	−0.033	0.085	0.693	−0.053
Field of study (health)
Science	0.904	0.044	0.000	0.687	0.403	0.166	0.015	0.000
Social	0.801	0.045	0.000	0.584	0.413	0.167	0.013	0.000
Humanistic	0.933	0.046	0.000	0.721	0.488	0.169	0.004	0.000
Region of destination (Emilia-Romagna)
Friuli Venezia Giulia	−0.758	0.057	0.000	−0.376	−3.339	0.128	0.000	−2.855
Liguria	−3.437	0.076	0.000	−2.677	−1.617	0.139	0.000	−1.635
Lombardy	−1.799	0.038	0.000	−1.235	0.798	0.088	0.000	0.432
Piedmont+VDA	−3.499	0.057	0.000	−2.648	0.592	0.122	0.000	0.094
Trentino Alto Adige	−1.810	0.057	0.000	−1.358	−1.971	0.127	0.000	−1.794
Veneto	−2.447	0.039	0.000	−2.019	−1.438	0.109	0.000	−1.032
Cohort (2008)
2017	0.400	0.017	0.000	0.385	0.062	0.051	0.219	0.000