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Table 8 ARDL Model After Financial Crisis

From: Labour mobility as an adjustment mechanism to asymmetric shocks in Europe: evidence from the Czech Republic, Hungary, Poland and Slovakia

Variable

ECT

Czechia

Hungary

Poland

Slovakia

ECT

 

 − 0.158***

 − 0.193***

 − 0.259***

 − 0.215**

  

(0.041)

(0.0103)

(0.224)

(0.0214)

\({\Delta Employment}_{t-1}\)

 

0.075

0.605**

-0.814***

0.584

  

(0.195)

(0.289)

(0.195)

(0.432)

\(\Delta {\mathrm{ln}Technology}_{t-1}\)

 

 − 7.649**

 − 22.270***

4.877

 − 4.626

  

(3.888)

(5.601)

(5.796)

(6.252)

\(\Delta {\mathrm{ln}Technology}_{t-2}\)

 

6.208

21.774***

 − 9.703**

6.405

  

(4.167)

(5.833)

(4.002)

(5.794)

\(\Delta {\mathrm{ln}Technology}_{t-3}\)

 

 − 2.146

 − 6.630***

3.440***

 − 2.039

  

(1.746)

(2.532)

(1.222)

(2.377)

\(\Delta {\mathrm{ln}Migration }_{t-1}\)

 

 − 0.000

 − 0.072

0.052

0.005

  

(0.013)

(0.064)

(0.041)

(0.017)

\(\Delta {\mathrm{ln}Real value added}_{t-1}\)

 

9.957***

0.339

 − 2.998*

5.256

  

(2.725)

(5.811)

(1.609)

(8.553)

\(\mathrm{ln}Technlogy\)

4.603***

    
 

(0.2877)

    

\(\mathrm{ln}Migration\)

0.186***

    
 

(0.020)

    

\(\mathrm{ln}Real value added\)

6.195***

    
 

(0.486)

    

Constant

 

 − 0.330

 − 0.697

 − 16.632

 − 1.865

  

(1.229)

(1.715)

(11.630)

(2.727)

  1. Each variable has a maximum lag set to five. The study determined the optimal lag lengths using the AIC. Standard errors are represented in parentheses, ***p < 0.01, **p < 0.05, *p < 0.1, \(\Delta\) represents first order difference. t-1, t-2..t-j represent lags. L is used to represent the long run. ECT means error correction term