Journal of Population Sciences
From: Movers and stayers in STEM enrollment in Italy: who performs better?
Model I (a) | Model I (b) | Model I © | Model II (a) | Model II (b) | Model III (a) | Model III (b) | OLS | |
---|---|---|---|---|---|---|---|---|
Constant | −0.0694*** (0.122) | −0.0321*** (0.00591) | −0.0762*** (0.0125) | −0.0176 (0.0135) | −0.0386** (0.0135) | −0.1010*** (0.0267) | −0.1744*** (0.0275) | −0.0990*** (0.0053) |
2009/2010 | 0.0396*** (0.0131) | 0.0413*** (0.0058) | ||||||
2010/2011 | 0.0497*** (0.0136) | 0.0594*** (0.0057) | ||||||
2011/2012 | 0.0672*** (0.0137) | 0.0893*** (0.0057) | ||||||
2012/2013 | 0.1011*** (0.0139) | 0.1219*** (0.0058) | ||||||
2013/2014 | 0.1248*** (0.0138) | 0.0968*** (0.0060) | ||||||
2014/2015 | 0.1709*** (0.0138) | 0.1805*** (0.0058) | ||||||
2015/2016 | 0.2097*** (0.0138) | 0.2209*** (0.0057) | ||||||
Female | 0.00277 (0.00311) | 0.0587*** (0.0036) | 0.0583*** (0.00357) | 0.0580*** (0.0036) | 0.0538*** (0.0038) | |||
HS Grade | 0.662*** (0.00311) | 0.7430*** (0.0040) | 0.743*** (0.0040) | 0.7440*** (0.0040) | 0.7379*** (0.0043) | |||
Female#HSGrade | – | −0.1920*** (0.0060) | −0.193*** (0.0060) | −0.1923*** (0.0060) | −0.1837*** (0.0065) | |||
Classic Lyceum | −0.197*** (0.00462) | −0.1970*** (0.0046) | −0.1970*** (0.0046) | −0.1972*** (0.0046) | −0.2283*** (0.0049) | |||
Other HS | −0.3771*** (0.00321) | −0.3780*** (0.0032) | −0.3780*** (0.0032) | −0.3780*** (0.0032) | −0.3792*** (0.0034) | |||
Late | −0.1541*** (0.00631) | −0.1520***(0.0063) | −0.1520*** (0.0063) | −0.1541*** (0.0063) | −0.1383 (0.0067) | |||
Program Change | −0.2921*** (0.00961) | −0.2930*** (0.0096) | −0.2930*** (0.0096) | −0.2945*** (0.0096) | −0.1803*** (0.0081) | |||
Stayers from South | −0.1712*** (0.0168) | −0.1680*** (0.0168) | −0.1830*** (0.0161) | −0.1842*** (0.0160) | −0.3182*** (0.0033) | |||
Movers from South | −0.1942*** (0.00525) | −0.1920*** (0.0052) | −0.1920*** (0.0052) | −0.1924*** (0.005) | −0.2534*** (0.0054) | |||
Movers from N/C | 0.0168 (0.00943) | 0.0161 (0.0094) | 0.0135 (0.0094) | 0.0121 (0.0094) | −0.0006 (0.0092) | |||
Degree classification | No | No | No | No | No | Yes | Yes | Yes |
Random components | ||||||||
var (Programs) | 0.150*** (0.0075) | − | 0.171*** (0.0077) | 0.142*** (0.0072) | 0.114*** (0.0073) | 0.114*** (0.0061) | 0.111*** (0.0058) | − |
var (Programs_Cohorts) | 0.039*** (0.0012) | 0.175*** (0.0036) | − | 0.039*** (0.0011) | 0.039*** (0.0012) | 0.040*** (0.0012) | 0.036*** (0.0011) | − |
var (Residual) | 0.803*** (0.018) | 0.803*** (0.0036) | 0.803*** (0.0018) | 0.696*** (0.0015) | 0.695*** (0.0016) | 0.695*** (0.0016) | 0.695*** (0.0015) | − |
− LogL | 537,632 | 539,552 | 542,208 | 508,876 | 508,369 | 508,273 | 508,084 | |
AIC | 1,075,273 | 1,079,111 | 1,084,423 | 1,017,779 | 1,016,767 | 1,016,605 | 1,016,240 | − |
N | 406,587 | 406,587 | 406,587 | 406,587 | 406,587 | 406,587 | 406,587 | 406,587 |