From: Imbalanced Job Polarization and Skills Mismatch in Europe
 |  | ISCO-Based Measure | Mean-Based Measure | ||||
 |  | vrule height.2pt width130pt depth.2pt | vrule height.2pt width130pt depth.2pt | ||||
 |  | Total | Men | Women | Total | Men | Women |
{Personal Characteristics} | |||||||
 | Age | 0.976^{***} | 0.976^{***} | 0.971^{***} | 1.009^{*} | 1.000 | 1.017^{**} |
 | Age\(^{2}\)/100 | 1.044^{***} | 1.040^{***} | 1.054^{***} | 1.026^{***} | 1.035^{***} | 1.019^{**} |
 | Student | 1.300^{***} | 1.270^{***} | 1.345^{***} | 0.877^{**} | 0.741^{***} | 1.022 |
 | Disabled | 1.075^{***} | 1.099^{***} | 1.048^{*} | 1.021 | 1.051 | 0.995 |
{Immigrant Background (rel. to Native)} | |||||||
 | Minority | 1.155^{***} | 1.184^{***} | 1.123^{**} | 1.123^{***} | 1.076 | 1.171^{**} |
 | Parent-immigrant | 1.067^{**} | 1.116^{**} | 1.020 | 0.987 | 1.011 | 0.968 |
 | Both parents immigrants | 1.085^{*} | 1.160^{**} | 1.008 | 0.991 | 0.903 | 1.100 |
 | Immigrant from Central and Eastern Europe | 0.873^{***} | 1.050 | 0.697^{***} | 0.883 | 0.945 | 0.818^{*} |
 | Immigrant from former Soviet Union | 0.671^{***} | 0.800^{*} | 0.579^{***} | 0.835^{*} | 0.954 | 0.775^{**} |
 | Immigrant from Latin America/Africa/Asia | 0.814^{***} | 0.932 | 0.685^{***} | 0.918 | 0.975 | 0.829 |
 | Immigrant from other European countries | 0.885^{***} | 1.041 | 0.719^{***} | 1.146^{**} | 1.214^{**} | 1.045 |
 | Immigrant from other countries | 0.615^{***} | 0.547^{**} | 0.689^{*} | 0.991 | 0.826 | 1.139 |
{Personality Traits} | |||||||
 | Social orientation | 0.997 | 0.980 | 1.013 | 0.934 | 0.892 | 0.966 |
 | Achievement orientation | 1.107^{**} | 1.142^{**} | 1.057 | 1.097 | 1.046 | 1.137 |
 | Openness to experience | 0.982 | 0.983 | 0.981 | 1.076 | 1.210^{**} | 0.966 |
{Education (rel. to Secondary education)} | |||||||
 | Primary |  |  |  | 6.126^{***} | 6.587^{***} | 5.634^{***} |
 | Tertiary |  |  |  | 0.232^{***} | 0.182^{***} | 0.280^{***} |
{Family Characteristics} | |||||||
{Number of Children (rel. to No children)} | |||||||
 | 1 | 1.007 | 0.988 | 1.041 | 0.997 | 1.007 | 1.009 |
 | 2 | 0.950^{**} | 0.953 | 0.957 | 0.957 | 0.964 | 0.967 |
 | 3+ | 0.947 | 0.951 | 0.950 | 0.939 | 0.953 | 0.939 |
{Partner Employment Status (rel. to No partner)} | |||||||
 | Unemployed | 1.316^{***} | 1.324^{***} | 1.386^{***} | 1.102^{***} | 1.065 | 1.163^{***} |
 | Employed | 1.170^{***} | 1.247^{***} | 1.137^{***} | 1.005 | 0.995 | 1.019 |
 | Supervising others | 1.283^{***} | 1.362^{***} | 1.246^{***} | 1.012 | 0.951 | 1.050 |
{Parental and Partner Effects} | |||||||
 | Higher education, mother | 0.673^{***} | 0.742^{***} | 0.601^{***} | 0.906^{*} | 0.994 | 0.822^{**} |
 | Higher education, father | 0.610^{***} | 0.594^{***} | 0.631^{***} | 0.992 | 1.019 | 0.981 |
 | Higher education, partner | 0.439^{***} | 0.416^{***} | 0.458^{***} | 0.995 | 1.025 | 0.962 |
 | Parent supervises others | 0.915^{***} | 0.925^{***} | 0.902^{***} | 0.892^{***} | 0.893^{***} | 0.888^{***} |
{Labour-Market Factors} | |||||||
{Domicile (rel. to Rural)} | |||||||
 | Big city | 0.837^{***} | 0.810^{***} | 0.862^{***} | 1.057^{**} | 1.107^{***} | 1.010 |
 | Small city | 0.917^{***} | 0.892^{***} | 0.943^{**} | 1.066^{***} | 1.063^{*} | 1.067^{*} |
{Firm Size (rel. to \(<10\) employees)} | |||||||
 | 10–24 | 0.851^{***} | 0.844^{***} | 0.858^{***} | 1.105^{***} | 1.061 | 1.149^{***} |
 | 25–99 | 0.746^{***} | 0.721^{***} | 0.774^{***} | 1.084^{***} | 1.086^{**} | 1.084^{**} |
 | 100–499 | 0.782^{***} | 0.684^{***} | 0.912^{***} | 1.023 | 1.011 | 1.047 |
 | 500+ | 0.714^{***} | 0.634^{***} | 0.833^{***} | 1.053 | 1.028 | 1.099^{*} |
Works as supervisor | 1.182^{***} | 1.199^{***} | 1.165^{***} | 1.399^{***} | 1.496^{***} | 1.294^{***} | |
Was unemployed for 3 months | 0.882^{***} | 0.900^{***} | 0.861^{***} | 0.914^{***} | 0.952 | 0.871^{***} | |
Was unemployed for 1 year | 1.092^{***} | 1.128^{***} | 1.068^{*} | 1.004 | 1.053 | 0.979 | |
No written contract | 1.012 | 1.112^{**} | 0.913^{**} | 0.998 | 1.056 | 0.947 |