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Table 10 Regression results equation 2 and predicted probabilities with continent of origin and continent of residence interactions

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

     
  1. Note: Continuous variables where set constant to their mean, categorical variables reference values were set to the most common group
  2. Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’