Table 4 Multinomial lohgit sub-sample model with preferences and interaction (AME)
From: Vocational training choice from a regional perspective
| Â | Agriculture | Production | Construction | Science | Logistics | Trade | Clerical | Social services |
|---|---|---|---|---|---|---|---|---|
 Individual characteristics | ||||||||
Gender (ref.male) | ||||||||
 Female | −0.0149 (0.0071)* | −0.4001 (0.0232)*** | −0.0786 (0.0100)*** | −0.0685 (0.0106)*** | −0.0276 (0.0071)*** | 0.0622 (0.0176)*** | 0.1578 (0.0213)*** | 0.3697 (0.0236)*** |
Migration background (ref.no) | ||||||||
 Yes | −0.0202 (0.0060)*** | −0.0260 (0.0236) | −0.0306 (0.0107)** | −0.0057 (0.0166) | 0.0051 (0.0118) | 0.0132 (0.0171) | 0.0267 (0.0211) | 0.0376 (0.0232) |
 Mathematical competence | 0.0021 (0.0023) | 0.0218 (0.0122) | −0.0000 (0.0070) | 0.0063 (0.0064) | −0.0021 (0.0051) | −0.0170 (0.0103) | 0.0206 (0.0110) | −0.0317 (0.0120)** |
 Reading competence | −0.0063 (0.0037) | −0.0042 (0.0082) | −0.0145 (0.0044)** | 0.0230 (0.0056)*** | −0.0055 (0.0043) | −0.0146 (0.0083) | 0.0096 (0.0091) | 0.0124 (0.0097) |
 Overall grade | 0.0048 (0.0089) | −0.0032 (0.0204) | 0.0224 (0.0095)* | −0.0236 (0.0087) | 0.0048 (0.0057) | 0.0267 (0.0154) | −0.0895 (0.0163)*** | 0.0576 (0.0182) |
Information vocational training position (ref.unlikely) | ||||||||
 Likely | 0.0057 (0.0086) | 0.0246 (0.0358) | 0.0388 (0.0103)*** | −0.0433 (0.0250) | −0.0300 (0.0149) | −0.0201 (0.0208) | 0.0063 (0.0291) | 0.0179 (0.0269) |
Mobility (ref.immobile) | ||||||||
 Mobile | −0.0109 (0.0063) | −0.0254 (0.0214) | −0.0285 (0.0098) | 0.0087 (0.0125) | 0.0219 (0.0084) | 0.0135 (0.0151) | 0.0074 (0.0178) | 0.0133 (0.0165) |
 Equivalized income | −0.0000 (0.0000) | −0.0000 (0.0000) | −0.0000 (0.0000) | 0.0000 (0.0000) | 0.0000 (0.0000) | −0.0000 (0.0000) | 0.0000 (0.0000) | − 0.0000 (0.0000) |
 Time lag | −0.0045 (0.0071) | −0.0587 (0.0182)** | −0.0124 (0.0131) | −0.0233 (0.0121) | 0.0071 (0.0048) | 0.0388 (0.0111)*** | 0.0121 (0.0119) | 0.0409 (0.0137)** |
Occupational preferences | ||||||||
 Comfort aspect | −0.0033 (0.0043) | −0.0113 (0.0103) | –0.0187 (0.0048)*** | 0.0250 (0.0081)** | −0.0158 (0.0044)*** | −0.0053 (0.0094) | 0.0368 (0.0094)*** | −0.0074 (0.0111) |
 Economic aspect | −0.0137 (0.0050)** | 0.0461 (0.0152)** | −0.0109 (0.0050)* | −0.0077 (0.0102) | 0.0086 (0.0050) | 0.0120 (0.0134) | 0.0284 (0.0140)* | −0.0629 (0.0143)*** |
 Social orientation | 0.0128 (0.0045)** | −0.0375 (0.0106)*** | 0.0161 (0.0053)** | −0.0125 (0.0055)* | 0.0029 (0.0045) | −0.0321 (0.0106)** | −0.0413 (0.0105)*** | 0.0917 (0.0119)*** |
Regional characteristics | ||||||||
Type of region (ref.urban regions) | ||||||||
 Regions with urbanization trend | −0.0090 (0.0180) | 0.0208 (0.0375) | 0.0142 (0.0253) | 0.0189 (0.0214) | 0.0083 (0.0138) | −0.0039 (0.0317) | −0.0045 (0.0314) | −0.0448 (0.0371) |
 Rural regions | −0.0234 (0.0206) | 0.0293 (0.0504) | 0.0021 (0.0269) | 0.0482 (0.0375 | −0.0008 (0.0145) | −0.0083 (0.0469) | 0.0038 (0.0423) | −0.0509 (0.0482) |
Occupational structure | ||||||||
 Share_Agriculture | −0.0027 (0.0064) | 0.0172 (0.0170) | −0.0069 (0.0104) | 0.0100 (0.0106) | −0.0117 (0.0072) | −0.0302 (0.0184) | −0.0246 (0.0147) | 0.0489 (0.0220) |
 Share_Construction | 0.0142 (0.0063) * | 0.0227 (0.0201) | 0.0107 (0.0101) | −0.0593 (0.0211) **** | 0.0165 (0.0083) * | 0.0254 (0.0224) | 0.0064 (0.0171) | −0.0366 (0.0239) |
Share_Science | 0.0057 (0.0061) | 0.0326 (0.0244) | 0.0071 (0.0118) | −0.0077 (0.0116) | −0.0027 (0.0067) | −0.0143(0.0183) | −0.0303 (0.0135) | 0.0096 (0.0166) |
 Share_Logistics | 0.0003 (0.0059) | −0.0024 (0.0172) | 0.0175** (0.0065) | −0.0213 (0.0155) | 0.0040 (0.0046) | −0.0084 (0.0152) | 0.0153 (0.0126) | −0.0050 (0.0149) |
 Share_Trade | −0.0025 (0.0064) | 0.0059 (0.0167) | 0.0068 (0.0098) | −0.0010 (0.0098) | −0.0082 (0.0051) | 0.0067 (0.0108) | −0.0094 (0.0099) | 0.0017 (0.0117) |
 Share_Clerical | 0.0016 (0.0039) | −0.0080 (0.0173) | 0.0051 (0.0077) | −0.0042 (0.0081) | 0.0058 (0.0056) | 0.0150 (0.0120) | 0.0210 (0.0098)* | −0.0364 (0.0143)* |
 Share_Social services | −0.0081 (0.0076) | 0.0195 (0.0223) | 0.0090 (0.0123) | −0.0141 (0.0149) | −0.0069 (0.0083) | −0.0050 (0.0221) | 0.0042 (0.0162) | 0.0014 (0.0235) |
 Supply−demand relation vocational trainings | −0.0059 (0.0047) | −0.0051 (0.0110) | −0.0085 (0.0068) | −0.0195 (0.0103) | 0.0112 (0.0044) | 0.0126 (0.0128) | 0.0194 (0.0109) | −0.0042 (0.0116) |
 Share of upper secondary school graduates | −0.0107 (0.0055) | 0.0207 (0.0124) | 0.0184 (0.0061)** | −0.0239 (0.0099)* | 0.0079 (0.0040) | 0.0005 (0.0125) | −0.0073 (0.0117) | −0.0056 (0.0150) |
 Unemployment rate | 0.0032 (0.0054) | 0.0115 (0.0157) | −0.0183 (0.0097) | 0.0056 (0.0137) | 0.0050 (0.0056) | −0.0113 (0.0136) | −0.0101 (0.0128) | 0.0146 (0.0149) |
Diversity index   (Simpson ) | 0.0025 (0.0090) | 0.0588 (0.0298)* | .0094 (0.0129) | −0.0337 (0.0172) | −0.0091 (0.0101) | −0.0214 (0.0237) | 0.0011 (0.0163) | −0.0075 (0.0241) |
Interaction effects | ||||||||
 Comfort aspects with: Type of region Simpson index | Yes Yes |  |  |  |  |  |  |  |
 Economic aspects with: Type of region Simpson index | Yes Yes |  |  |  |  |  |  |  |
 Social orientation with: Type of region Simpson index | Yes Yes |  |  |  |  |  |  |  |