Table 3. Immigrants in the labor market of West European countries: Exponents of coefficients [95% confidence interval] from multinomial regressions predicting odds for being unemployed/out of the labor force (versus employed), men.
Data Source: EU Labour Force Survey, 2008 (for UK, France, Belgium and Sweden); European Social Survey, 2002–2010 (for Europe).
UK1 | FRANCE1 | BELGIUM1 | SWEDEN1 | EUROPE2 | ||||||
---|---|---|---|---|---|---|---|---|---|---|
UNEM | OUT | UNEM | OUT | UNEM | OUT | UNEM | OUT | UNEM | OUT | |
High Education3 | .57* [.5, .7] |
.78* [.7, .9] |
.68* [.6, .8] |
.64* [.6, .7] |
.56* [.4, .7] |
.49* [.4, .6] |
.94 [.7, 1.2] |
.70* [.6, .8] |
— | — |
Low Education3 | 1.82* [1.6, 2.1] |
2.29* [2.1, 2.5] |
1.91* [1.6, 2.2] |
1.72* [1.5, 1.9] |
1.82* [1.4, 2.3] |
1.90* [1.6, 2.2] |
1.92* [1.6, 2.3] |
1.91* [1.7, 2.1] |
— | — |
Education in years | — | — | — | — | — | — | — | — | .91* [.89, .92] |
.96* [.94, .96] |
Married | .31* [.3, .4] |
.40* [.3, .4] |
.41* [.3, .5] |
.60* [.5, .7] |
.35* [.3, .4] |
.46* [.4, .5] |
.54* [.4, .7] |
.54* [.5, .6] |
.31* [.3, .35] |
.51* [.5, .55] |
Age | .89* [.8, .9] |
.74* [.7, .75] |
.85* [.8, .9] |
.47* [.46, .48] |
.92* [.8, 1.0] |
.53* [.5, .55] |
.79* [.7, .8] |
.67* [.6, .7] |
.87* [.8, .9] |
.56* [.54, .56] |
Age Square |
1.001* [1.001, 1.002] |
1.004* [1.004, 1.004] |
1.002* [1.001, 1.002] |
1.01* [1.009, 1.01] |
1.001* [1.000, 1.002] |
1.008* [1.008, 1.009] |
1.003* [1.002, 1.003] |
1.005* [1.005, 1.005] |
1.002* [1.001, 1.002] |
1.007* [1.007, 1.008] |
First generation Europe4 | .62* [0.4, 0.9] |
.76* [.6, .9] |
2.06* [1.4, 2.9] |
.90 [.7, 1.2] |
1.64* [1.0, 2.6] |
.91 [.7, 1.2] |
2.38* [1.6, 3.4] |
.83 [.6, 1.1] |
1.91* [1.6, 2.3] |
1.40* [1.2, 1.6] |
Second generation Europe4 | 1.12 [0.6, 2.1] |
1.10 [.7, 1.6] |
1.17 [.7, 1.9] |
1.11 [.8, 1.5] |
2.31* [1.2, 4.4] |
1.51 [.9, 2.4] |
2.62* [1.6, 4.2] |
1.49* [1.03, 2.2] |
1.43* [1.1, 1.9] |
1.19 [.9, 1.5] |
First generation non Europe4 | 2.82* [2.3, 3.5] |
2.24* [1.9, 2.6] |
3.26* [2.6, 4.0] |
1.10 [.9, 1.3] |
9.21* [6.7, 12.6] |
2.28* [1.6, 3.1] |
8.85* [6.9, 11.3] |
2.47* [1.9, 3.2] |
2.23* [1.9, 2.6] |
1.54* [1.3, 1.8] |
Second generation non European4 | 1.78* [1.2, 2.6] |
1.60* [1.2, 2.1] |
2.54* [1.9, 3.4] |
1.45* [1.1, 1.9] |
9.09* [5.2, 15.7] |
2.54* [1.5, 4.4] |
4.41* [1.2, 15.6] |
4.35* [1.8, 10.6] |
2.41* [1.9, 3.1] |
.91 [.7, 1.2] |
Nagelkerke–Pseudo R-Square | .198 | .397 | .394 | .162 | .285 |
1. Model also includes very small categories ‘first generation other Europe’ and ‘second generation other Europe’ for control purposes (coefficient are presented in S4 Appendix).
2. Model includes also a series of country dummy variables and round dummy variables:
Exponents of coefficients for "Unemployed" are: ESS2 = 1.16*, ESS3 = 1.04. ESS4 = 0.95, ESS5 = 1.01, Switzerland = 0.41*, Germany = 1.55*, Denmark = 0.75, France = 1.07, UK = 1.12, Netherlands = 0.66*, Norway = 0.59*, Sweden = 0.59*
Exponents of coefficients for "Out of the labor force" are: ESS2 = 1.07, ESS3 = 0.89*. ESS4 = 0.84*, ESS5 = 0.89*, Switzerland = 0.43, Germany = 0.82*, Denmark = 0.64*, France = 1.02, UK = 1.12*, Netherlands = 0.75*, Norway = 0.47*, Sweden = 0.39*
3. Middle Level of Education is comparison category
4. Native population is comparison category
*p<0.05