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Table 6 Pseudo-panel FE estimations: 1996–2010

From: Does ICT affect the demand for vocationally educated workers?

 

(1)

(2)

(3)

(4)

(5)

(6)

Untrained

VET

High school

PET

UAS

University

ICT (tasks-based)

− 0.189***

(0.0389)

− 0.0951*

(0.0526)

0.0371

(0.0270)

0.0591*

(0.0311)

0.116***

(0.0326)

0.0723**

(0.0300)

Firm total employment

0.0000157***

(0.00000592)

− 0.0000128**

(0.00000531)

− 0.00000210

(0.00000186)

0.000000508

(0.00000280)

9.01e−09

(0.000000942)

− 0.00000127

(0.00000116)

Tenure

− 0.00498***

(0.00167)

0.00797***

(0.00190)

0.000187

(0.000412)

0.000358

(0.000966)

− 0.000872

(0.000744)

− 0.00266***

(0.000633)

Tenure squared

0.0000713

(0.0000594)

− 0.000149**

(0.0000666)

0.00000101

(0.0000135)

− 0.0000101

(0.0000319)

0.0000321

(0.0000237)

0.0000548**

(0.0000215)

Age

0.00761**

(0.00366)

− 0.0291***

(0.00417)

− 0.00141

(0.00118)

0.00994***

(0.00235)

0.00556***

(0.00158)

0.00741***

(0.00191)

Age squared

− 0.0000292

(0.0000454)

0.000296***

(0.0000519)

0.00000712

(0.0000142)

− 0.000120***

(0.0000293)

− 0.0000687***

(0.0000196)

− 0.0000845***

(0.0000254)

Part-time dummy

0.0390***

(0.00942)

− 0.0174*

(0.0103)

0.00347

(0.00268)

− 0.0262***

(0.00512)

0.00293

(0.00433)

− 0.00181

(0.00388)

Male

0.0581***

(0.0124)

− 0.00676

(0.0136)

0.00498

(0.00345)

− 0.0262***

(0.00749)

− 0.0227***

(0.00590)

− 0.00743

(0.00521)

Time * MS-region FE

✓

✓

✓

✓

✓

✓

N

30628

30628

30628

30628

30628

30628

Mean dependent variable

0.241

0.568

0.0174

0.0855

0.0480

0.0405

  1. The table shows OLS coefficients of fixed effects estimates of a firm pseudo-panel with cells defined based on MS-region, industry, and firm size. Standard errors in parentheses are clustered at the cell level. N reports the number of pseudo-panel cells that contain at least one firm. The main explanatory variable measures the cell percentage of ICT workers according to ICT tasks. Estimates further control for time* MS-region fixed effects and cell averages of total employment, tenure, age, part-time status and gender. Each column shows the results for a different dependent variable measuring the percentage of workers with a particular education within the cell
  2. *P < 0.10, ** P < 0.05, ***P < 0.01