Table 9.
Craggit regression models on mobility intentions
| Willingness (tier 1) | Migration (tier 2) | Second home (tier 2) | Commuting (tier 2) | |||||
|---|---|---|---|---|---|---|---|---|
| b | SE | b | SE | b | SE | b | SE | |
| Indicators | ||||||||
| Temporary (current) (ref. tenured) | 0.250 | (0.147) | 0.005 | (0.250) | 0.391 | (0.272) | 0.319 | (0.279) |
| Tenured (offer) (ref. temporary) | 0.283*** | (0.040) | 0.536*** | (0.061) | 0.162* | (0.072) | 0.109 | (0.067) |
| Equal income (ref. lower) | 0.336*** | (0.048) | 0.449*** | (0.079) | 0.349*** | (0.097) | 0.071 | (0.096) |
| Higher income (ref. lower) | 0.588*** | (0.054) | 0.650*** | (0.082) | 0.430*** | (0.110) | 0.258** | (0.097) |
| Equal Position (ref. lower) | 0.296*** | (0.048) | 0.261*** | (0.072) | 0.336** | (0.104) | 0.055 | (0.088) |
| Higher position (ref, lower) | 0.410*** | (0.049) | 0.445*** | (0.074) | 0.408*** | (0.106) | 0.116 | (0.092) |
| Job content equal (ref. less) | 0.375*** | (0.047) | 0.684*** | (0.071) | 0.240* | (0.093) | 0.323*** | (0.087) |
| Content more interesting (ref. less) | 0.564*** | (0.049) | 0.847*** | (0.075) | 0.352*** | (0.100) | 0.435*** | (0.095) |
| Suitable housing average (ref. worse) | 0.147*** | (0.043) | 0.315*** | (0.069) | − 0.038 | (0.089) | − 0.074 | (0.086) |
| Suitable housing high (ref. worse) | 0.230*** | (0.041) | 0.620*** | (0.066) | 0.091 | (0.086) | − 0.156 | (0.084) |
| Flexible presence (ref. fix) | 0.121*** | (0.036) | 0.052 | (0.054) | − 0.010 | (0.069) | − 0.083 | (0.065) |
| Distance 1 h 30 min (ref. 2 h 30 min) | 0.123** | (0.044) | − 0.440*** | (0.079) | − 0.018 | (0.099) | 1.856*** | (0.129) |
| Distance 45 min (ref. 2 h 30 min) | 0.384*** | (0.046) | − 1.095*** | (0.083) | − 1.105*** | (0.116) | 4.019*** | (0.129) |
| German-speaking Europe (not germ.-speak.) | 0.030 | (0.044) | − 0.043 | (0.066) | − 0.131 | (0.081) | 0.122 | (0.086) |
| Switzerland (not germ.-speak.) | 0.169*** | (0.044) | − 0.034 | (0.070) | − 0.254** | (0.095) | 0.350*** | (0.089) |
| Spouse no job (current) (ref. yes) | − 0.102 | (0.131) | 0.633** | (0.198) | − 0.501 | (0.320) | 0.203 | (0.254) |
| Spouse job chance equal (ref. lower) | 0.268*** | (0.047) | 0.996*** | (0.078) | − 0.184 | (0.101) | − 0.103 | (0.097) |
| Spouse job chance higher (ref. lower) | 0.514*** | (0.049) | 1.318*** | (0.087) | − 0.085 | (0.096) | − 0.196* | (0.089) |
| No Property Owner (current) (ref. yes) | 0.153 | (0.128) | 0.838*** | (0.233) | − 0.164 | (0.279) | − 0.587* | (0.241) |
| Covariates | ||||||||
| Age | 0.003 | (0.008) | − 0.011 | (0.015) | 0.037* | (0.016) | 0.002 | (0.013) |
| Male (ref. female) | 0.031 | (0.080) | 0.236* | (0.110) | 0.232 | (0.182) | − 0.041 | (0.133) |
| Income | − 0.034 | (0.024) | − 0.038 | (0.039) | 0.023 | (0.051) | − 0.021 | (0.045) |
| Children (ref. no) | 0.050 | (0.083) | − 0.232 | (0.121) | 0.044 | (0.171) | − 0.041 | (0.141) |
| Associate professor (ref. full Prof.) | 0.069 | (0.248) | 0.412 | (0.472) | 0.075 | (0.474) | 0.351 | (0.412) |
| Assistant professor (ref. full Prof.) | 0.334 | (0.183) | 0.157 | (0.347) | 0.462 | (0.394) | − 0.169 | (0.345) |
| Postdoctoral researcher (ref. full Prof.) | 0.262 | (0.204) | 0.102 | (0.357) | 0.282 | (0.448) | 0.715 | (0.379) |
| PhD student (ref. full Prof.) | 0.325 | (0.213) | − 0.065 | (0.373) | 0.741 | (0.470) | 0.013 | (0.403) |
| Research assistant (ref. full Prof.) | − 0.176 | (0.160) | − 0.496 | (0.308) | 0.147 | (0.342) | 0.161 | (0.311) |
| Economics (ref. architecture) | 0.185 | (0.253) | − 0.301 | (0.349) | 0.280 | (0.559) | − 0.377 | (0.440) |
| Natural Sciences (ref. Architecture) | 0.101 | (0.180) | 0.573* | (0.281) | − 0.362 | (0.435) | − 0.145 | (0.323) |
| Engineerings (ref. architecture) | 0.093 | (0.194) | 0.408 | (0.293) | − 0.478 | (0.466) | − 0.235 | (0.339) |
| Social sciences (ref. architecture) | − 0.241 | (0.217) | − 0.245 | (0.364) | − 0.061 | (0.501) | − 0.210 | (0.417) |
| Cultural sciences (ref. architecture) | 0.540 | (0.354) | 0.082 | (0.480) | 0.894 | (0.714) | 0.671 | (0.506) |
| Educational sciences (ref. architecture) | − 0.078 | (0.337) | 0.667 | (0.589) | 0.097 | (0.682) | − 0.329 | (0.504) |
| Human sciences (ref. architecture) | − 0.564* | (0.275) | − 0.236 | (0.409) | − 0.642 | (1.367) | 0.112 | (0.657) |
| Music and arts (ref. architecture) | 0.008 | (0.458) | 0.812 | (0.509) | 1.542 | (0.875) | 0.521 | (0.712) |
| Management (ref. architecture) | − 0.029 | (0.280) | 0.330 | (0.713) | − 0.819 | (1.293) | 1.365*** | (0.412) |
| History and religion (ref. architecture) | − 0.275 | (0.252) | 0.197 | (0.647) | − 0.233 | (0.521) | − 0.716 | (1.020) |
| Other (ref. architecture) | 0.118 | (0.252) | 0.525 | (0.375) | 0.284 | (0.543) | − 0.058 | (0.420) |
| Nvignettes | 5647 | 5647 | 5647 | 5647 | ||||
| Nrespondents | 582 | 582 | 582 | 582 | ||||
| Log-likelihood | − 9962.72 | − 9962.72 | − 9850.55 | − 9793.28 | ||||
| Wald Chi2 | 658.27*** | 658.27*** | 639.83*** | 653.08*** | ||||
Craggit regressions; AME; clustered standard errors in parentheses
*p < 0.05, **p < 0.01, ***p < 0.001