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Table 3 Pairwise comparisons of marginal linear predictions obtained from fixed effect models of different types of migrants on all low-wage occupations (ISCO 5 + 9) and for service and shop (ISCO 5) and elementary (ISCO 9) occupations, respectively. Marginal effects and standard errors (within brackets) are reported. Significant at 10% (a), 5% (b) and 1% (c)

From: Refugee immigration and the growth of low-wage work in the EU15

 

(7a)

LWO

(7b)

Service

(7c)

Elementary

LABMIG HIGH # UK & IRL

−1.012b (0.327)

−0.531a (0.268)

− 0.481a (0.187)

LABMIG HIGH # CONTINENTAL

− 0.618b (0.225)

− 0.425a (0.185)

− 0.193 (0.129)

LABMIG HIGH # NORDIC

−0.402 (0.333)

0.403 (0.274)

−0.805c (0.190)

LABMIG HIGH # SOUTH

3.125c (0.749)

4.826c (0.615)

−1.701c (0.428)

LABMIG MID # UK & IRL

−1.848b (0.593)

−1.226a (0.487)

−0.622 (0.339)

LABMIG MID # CONTINENTAL

−0.852 (0.523)

−0.449 (0.430)

−0.403 (0.299)

LABMIG MID # NORDIC

−2.612c (0.473)

−2.750c (0.389)

0.138 (0.270)

LABMIG MID # SOUTH

0.173 (0.522)

−1.063a (0.429)

1.236c (0.298)

LABMIG LOW # UK & IRL

16.444b (5.497)

10.860a (4.519)

5.584 (3.140)

LABMIG LOW # CONTINENTAL

−0.439 (0.515)

−0.268 (0.423)

−0.170 (0.294)

LABMIG LOW # NORDIC

−0.508b (0.184)

−0.428b (0.152)

− 0.080 (0.105)

LABMIG LOW # SOUTH

−0.809b (0.312)

− 0.581a (0.256)

−0.228 (0.178)

Institution

Yes

Yes

Yes

Globalization

Yes

Yes

Yes

Technology

Yes

Yes

Yes

Controllers

Yes

Yes

Yes

Year FE

Yes

Yes

Yes

R2

0.713

0.742

0.423

N

363

363

363

  1. The following variables are included: institutional (EU25, collective bargaining, protection against dismissals and temporary work), globalization (import share, FDI share of GDP), technology (investments, labour productivity, human capital and technological change) and controllers (wage levels and distribution and size of the economy)