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Table 7 Pseudo-panel FE estimations: 2012–2018

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

 

(1)

(2)

(3)

(4)

(5)

(6)

Untrained

VET

High school

PET

UAS

University

ICT (occupations-based)

− 0.0609

(0.0396)

− 0.103**

(0.0425)

0.0199

(0.0238)

0.0465

(0.0380)

0.0701*

(0.0359)

0.0274

(0.0297)

Firm total employment

0.00000624**

(0.00000268)

− 0.00000585*

(0.00000325)

0.000000172

(0.000000787)

− 0.000000116

(0.000000851)

− 0.000000618

(0.000000637)

0.000000170

(0.00000111)

Tenure

− 0.00932***

(0.00201)

0.00803***

(0.00249)

− 0.00145

(0.000970)

0.00315**

(0.00144)

− 0.000277

(0.00108)

− 0.000132

(0.00138)

Tenure squared

0.000213***

(0.0000681)

− 0.000199**

(0.0000797)

0.0000499

(0.0000329)

− 0.0000353

(0.0000488)

0.0000118

(0.0000380)

− 0.0000407

(0.0000430)

Age

0.00596

(0.00463)

− 0.0244***

(0.00574)

− 0.00811***

(0.00230)

0.00744**

(0.00308)

0.00890***

(0.00258)

0.0102***

(0.00309)

Age squared

− 0.0000254

(0.0000561)

0.000262***

(0.0000689)

0.0000790***

(0.0000267)

− 0.0000897**

(0.0000372)

− 0.000107***

(0.0000321)

− 0.000119***

(0.0000381)

Part-time dummy

0.0221

(0.0152)

− 0.0109

(0.0177)

0.00951

(0.00648)

− 0.0277***

(0.00938)

0.0207***

(0.00798)

− 0.0137

(0.00922)

Male

0.0327*

(0.0174)

0.0133

(0.0202)

0.00440

(0.00799)

− 0.0159

(0.0105)

− 0.0319***

(0.00970)

− 0.00252

(0.0110)

Time * MS-region FE

✓

✓

✓

✓

✓

✓

N

17747

17747

17747

17747

17747

17747

Mean dependent variable

0.191

0.528

0.0380

0.103

0.0630

0.0768

  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 occupations. Estimates further control for MS-region*time 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