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Table 5 Involuntary part-time and particular employment, regression results

From: Labor market regulation and the cyclicality of involuntary part-time work

Share IPT

(1)

(2)

(3)

(4)

(5)

 

Mini (Excl.)

Mini (All)

WTA

STW

All

Unemployment rate

0.264***

0.225***

0.236***

0.256***

0.249***

 

(0.0718)

(0.0813)

(0.0711)

(0.0711)

(0.0728)

Unemployment rate squared

\(-\) 0.582***

\(-\) 0.463**

\(-\) 0.486***

\(-\) 0.555***

\(-\) 0.523***

 

(0.189)

(0.202)

(0.176)

(0.168)

(0.192)

Share Minijobbers (Excl.)

\(-\) 0.0549

   

\(-\) 0.0569

 

(0.158)

   

(0.160)

Share Minijobbers (All)

 

\(-\) 0.0548

   
  

(0.131)

   

Share working time accounts

  

0.0197***

 

0.0197**

   

(0.00764)

 

(0.00780)

Share short-time workers

   

\(-\) 0.0476

\(-\) 0.0397

    

(0.120)

(0.113)

Demographic group shares

Yes

Yes

Yes

Yes

Yes

Industry shares

Yes

Yes

Yes

Yes

Yes

GDP growth

Yes

Yes

Yes

Yes

Yes

State fixed effects

Yes

Yes

Yes

Yes

Yes

Year fixed effects

Yes

Yes

Yes

Yes

Yes

AIC

0.258

0.262

0.258

0.258

0.258

N = 256

     
  1. Dependent variable is the share of IPT at federal state level in the years 2002–2017. Marginal effects at the mean reported. Mean of state employment used for regression weights. Standard errors in parentheses clustered at federal states, *\(p<0.10\), **\(p<0.05\), ***\(p<0.01\)
  2. Sources: European Labour Force Survey, Eurostat, the Federal Employment Agency, and the Socio-Economic Panel, own calculations