From: Skill mismatch among migrant workers: evidence from a large multi-country dataset
Continent of residence | Continent of provenance | Predicted probability | Prob. difference with natives | Estimate | Odds | Std. | Error | z-value | Pr(>|z|) | |
---|---|---|---|---|---|---|---|---|---|---|
EU15 | native | 0.269 | 0.000 | (Intercept) | −0.9981869 | 0.36854705 | 0.0186913 | −53.404 | <2E-16 | *** |
EU15 | EU15 | 0.299 | 0.029 | 0.1439838 | 0.42562223 | 0.0439123 | 3.279 | 0.001042 | ** | |
EU15 | EU12 | 0.384 | 0.114 | 0.524447 | 0.62266919 | 0.0704424 | 7.445 | 9.69E-14 | *** | |
EU15 | Africa | 0.347 | 0.078 | 0.3661908 | 0.53152975 | 0.0729783 | 5.018 | 5.23E-07 | *** | |
EU15 | C-S America | 0.335 | 0.066 | 0.3119829 | 0.50348367 | 0.0548767 | 5.685 | 1.31E-08 | *** | |
EU15 | Asia | 0.321 | 0.052 | 0.2510214 | 0.47370738 | 0.0623645 | 4.025 | 0.000057 | *** | |
EU15 | NAO | 0.219 | −0.050 | −0.2705588 | 0.28118409 | 0.1359705 | −1.99 | 0.046609 | * | |
EU15 | Eur not-EU | 0.357 | 0.088 | 0.4111457 | 0.55596986 | 0.0904394 | 4.546 | 0.00000547 | *** | |
EU12 | native | 0.279 | 0.0485574 | 0.38688434 | 0.018798 | 2.583 | 0.009791 | ** | ||
Africa | native | 0.266 | −0.0171214 | 0.36229072 | 0.0193865 | −0.883 | 0.37715 | |||
C-S America | native | 0.313 | 0.2125563 | 0.45583216 | 0.0117194 | 18.137 | <2E-16 | *** | ||
Asia | native | 0.326 | 0.2700074 | 0.4827871 | 0.0143084 | 18.87 | <2E-16 | *** | ||
NAO | native | 0.285 | 0.0794261 | 0.39901319 | 0.037688 | 2.107 | 0.035077 | * | ||
Eur not-EU | native | 0.384 | 0.5275274 | 0.62459022 | 0.0114767 | 45.965 | <2E-16 | *** | ||
EU12 | EU15 | 0.169 | −0.110 | −0.7838634 | 0.20402574 | 0.6239081 | −1.256 | 0.20898 | ||
EU12 | EU12 | 0.327 | 0.048 | −0.2980656 | 0.4851738 | 0.1138719 | −2.618 | 0.008856 | ** | |
EU12 | Africa | 0.349 | 0.071 | −0.0378377 | 0.53725824 | 0.7061025 | −0.054 | 0.957265 | ||
EU12 | C-S America | 0.595 | 0.316 | 1.0227046 | 1.46969956 | 1.0145244 | 1.008 | 0.313424 | ||
EU12 | Asia | 0.124 | −0.155 | −1.2598065 | 0.14108191 | 0.751244 | −1.677 | 0.09355 | . | |
EU12 | NAO | 0.696 | 0.417 | 2.047265 | 2.28662447 | 1.233512 | 1.66 | 0.096974 | . | |
EU12 | Eur not-EU | 0.344 | 0.105 | −0.1065295 | 0.52465556 | 0.2704692 | −0.394 | 0.693678 | ||
Africa | EU15 | 0.279 | 0.013 | −0.3022772 | 0.38620201 | 0.1022032 | −2.958 | 0.0031 | ** | |
Africa | EU12 | 0.263 | −0.002 | −0.3247473 | 0.35769568 | 0.4474864 | −0.726 | 0.468014 | ||
Africa | Africa | 0.221 | −0.045 | −0.4960295 | 0.28356429 | 0.110506 | −4.489 | 0.00000717 | *** | |
Africa | C-S America | 0.174 | −0.092 | −0.2747152 | 0.21001374 | 0.1996193 | −1.376 | 0.168761 | ||
Africa | Asia | 0.126 | −0.140 | −1.3354641 | 0.1437576 | 0.2667113 | −5.007 | 5.52E-07 | *** | |
Africa | NAO | 0.309 | 0.043 | 0.1631174 | 0.44769929 | 0.335223 | 0.487 | 0.626546 | ||
Africa | Eur not-EU | 0.446 | 0.180 | 0.8147534 | 0.80438578 | 0.4397227 | 1.853 | 0.0639 | . | |
C-S America | EU15 | 0.296 | −0.017 | −0.3935247 | 0.42013785 | 0.1438612 | −2.735 | 0.00623 | ** | |
C-S America | EU12 | 0.284 | −0.029 | −0.3885103 | 0.3972778 | 0.5983563 | −0.649 | 0.516147 | ||
C-S America | Africa | 0.334 | 0.021 | 0.3664767 | 0.50172019 | 0.6122682 | 0.599 | 0.549469 | ||
C-S America | C-S America | 0.317 | 0.003 | −0.3951961 | 0.46316079 | 0.0806993 | −4.897 | 9.72E-07 | *** | |
C-S America | Asia | 0.253 | −0.060 | −0.3456583 | 0.33866919 | 0.3403193 | −1.016 | 0.309778 | ||
C-S America | NAO | 0.283 | −0.030 | −0.1267557 | 0.394748 | 0.280802 | −0.451 | 0.651697 | ||
C-S America | Eur not-EU | 0.220 | −0.093 | −0.6899687 | 0.28279218 | 0.4093418 | −1.686 | 0.091881 | . | |
Asia | EU15 | 0.295 | −0.031 | −0.3958794 | 0.41768091 | 0.5167439 | −0.766 | 0.443615 | ||
Asia | EU12 | 0.302 | −0.024 | 0.160168 | 0.43232818 | 0.5122427 | 0.313 | 0.754524 | ||
Asia | Africa | 0.333 | 0.008 | −0.3755587 | 0.50027742 | 0.6969014 | −0.539 | 0.589957 | ||
Asia | C-S America | 0.000 | −0.325 | −7.927744 | 0.00018275 | 17.7138962 | −0.448 | 0.654482 | ||
Asia | Asia | 0.339 | 0.013 | 0.0772516 | 0.51270774 | 0.0998388 | 0.774 | 0.439071 | ||
Asia | NAO | 0.607 | 0.281 | 0.9495242 | 1.54326608 | 0.6850835 | 1.386 | 0.165748 | ||
Asia | Eur not-EU | 0.337 | 0.011 | −0.2198606 | 0.50761464 | 0.1107282 | −1.986 | 0.047079 | * | |
NAO | EU15 | 0.153 | −0.133 | −0.5252812 | 0.18003558 | 0.1547359 | −3.395 | 0.000687 | *** | |
NAO | EU12 | 0.173 | −0.112 | −1.0551452 | 0.20955683 | 0.3423818 | −3.082 | 0.002058 | ** | |
NAO | Africa | 0.065 | −0.220 | −1.7958227 | 0.06952797 | 0.47199 | −3.805 | 0.000142 | *** | |
NAO | C-S America | 0.272 | −0.013 | −0.0461287 | 0.37455714 | 0.1386469 | −0.333 | 0.739356 | ||
NAO | Asia | 0.224 | −0.061 | −0.5347483 | 0.28910862 | 0.1635464 | −3.27 | 0.001077 | ** | |
NAO | NAO | 0.347 | 0.061 | 0.0147423 | 0.5304598 | 0.2818781 | 0.052 | 0.958289 | ||
NAO | Eur not-EU | 0.136 | −0.150 | −1.0135648 | 0.15678192 | 0.4223469 | −2.4 | 0.016402 | * | |
Eur not-EU | EU15 | 0.502 | 0.118 | 0.0686529 | 1.00918099 | 0.128235 | 0.535 | 0.592396 | ||
Eur not-EU | EU12 | 0.247 | −0.137 | −0.6905012 | 0.32870214 | 0.1216985 | −5.674 | 1.4E-08 | *** | |
Eur not-EU | Africa | 0.198 | −0.186 | −0.9095634 | 0.24725272 | 0.5742092 | −1.584 | 0.113187 | ||
Eur not-EU | C-S America | 0.375 | −0.009 | −0.2520283 | 0.60041662 | 0.4433546 | −0.568 | 0.569724 | ||
Eur not-EU | Asia | 0.397 | 0.012 | −0.218502 | 0.65760285 | 0.0822371 | −2.657 | 0.007885 | ** | |
Eur not-EU | NAO | 0.424 | 0.040 | 0.0852799 | 0.73642086 | 0.5073541 | 0.168 | 0.866514 | ||
Eur not-EU | Eur not-EU | 0.426 | 0.042 | −0.3533918 | 0.74339786 | 0.0949924 | −3.72 | 0.000199 | *** | |
AGE | −0.0060567 | 0.0004046 | −14.968 | <2E-16 | *** | |||||
BREAK | 0.071511 | 0.0024265 | 29.471 | <2E-16 | *** | |||||
GENDER | 0.1467668 | 0.0077171 | 19.018 | <2E-16 | *** | |||||
Education level | YES | |||||||||
Corporate hierarchy | YES | |||||||||
Firm size | YES |