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Table 10 Odds Ratios After Multi-Level Mixed Effects Logit of Undereducation: Key Effects, Sex-Specific JPI

From: Imbalanced Job Polarization and Skills Mismatch in Europe

  

ISCO-Based Measure

Mean-Based Measure

  

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Male

Female

Male

Female

  

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(3)

(4)

(3)

(4)

(3)

(4)

(3)

(4)

JPI

1.009

 

0.973^{**}

 

1.034^{*}

 

0.995

 
 

× Round 1

 

1.235^{***}

 

1.213^{***}

 

0.873^{***}

 

1.034

 

× Round 2

 

1.034^{**}

 

1.057^{***}

 

0.970

 

0.975

 

× Round 3

 

1.056^{*}

 

1.048^{**}

 

1.073

 

1.014

 

× Round 4

 

1.136^{***}

 

0.998

 

1.112^{**}

 

1.017

 

× Round 5

 

1.010

 

0.964

 

1.107^{**}

 

1.070

 

× Round 6

 

0.994

 

0.961^{**}

 

1.070^{*}

 

0.990

Unemployment rate

0.327^{*}

0.008^{***}

2.475

0.033^{***}

1.103

1.875

6.202^{*}

3.084

{ESS Round (rel. to Round 1)}

 

Round 2

0.929^{**}

 

0.868^{***}

 

1.036

 

0.948

 
 

Round 3

0.918^{***}

 

0.808^{***}

 

1.153^{***}

 

0.991

 
 

Round 4

0.930^{**}

 

0.747^{***}

 

1.190^{***}

 

0.995

 
 

Round 5

0.771^{***}

 

0.664^{***}

 

1.214^{***}

 

1.006

 
 

Round 6

0.587^{***}

 

0.440^{***}

 

1.272^{***}

 

0.917

 

Constant

0.894

0.828

0.803

0.635^{***}

0.035^{***}

0.041^{***}

0.035^{***}

0.034^{***}

{Random Effects}

 

Constant

0.538

0.549

0.481

0.468

0.397

0.395

0.372

0.366

  

(0.071)

(0.072)

(0.064)

(0.062)

(0.054)

(0.053)

(0.051)

(0.050)

N

62980

62980

58751

58751

59079

59079

55790

55790

LR test, p-value

0.000

0.000

0.000

0.000

0.000

0.000

0.000

0.000

AIC

71772

71993

64388

64818

37278

37281

35721

35720

BIC

72171

72391

64783

65214

37691

37695

36131

36131

  1. \(^{***} p<0.01\), \(^{**} p<0.05\), \(^{*} p<0.10\) Subset of results shown.