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Table 15 Pseudo-panel FE estimation. Cells based on two firm sizes instead of three sizes

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

 

(1)

(2)

(3)

(4)

(5)

(6)

Untrained

VET

High school

PET

UAS

University

ICT

− 0.0907***

(0.0261)

− 0.192***

(0.0319)

0.0287***

(0.0109)

0.0536**

(0.0234)

0.120***

(0.0187)

0.0801***

(0.0266)

Firm total employment

0.0000133***

(0.00000269)

− 0.0000115***

(0.00000240)

0.000000177

(0.000000473)

− 0.000000878

(0.000000991)

− 0.000000823

(0.000000861)

− 0.000000284

(0.00000132)

Tenure

− 0.00542***

(0.00131)

0.00738***

(0.00153)

− 0.0000765

(0.000450)

0.00178**

(0.000797)

− 0.000871

(0.000626)

− 0.00278***

(0.000690)

Tenure squared

0.0000909**

(0.0000456)

− 0.000158***

(0.0000520)

0.0000105

(0.0000152)

− 0.0000357

(0.0000273)

0.0000492**

(0.0000214)

0.0000435**

(0.0000219)

Age

0.00686**

(0.00287)

− 0.0283***

(0.00335)

− 0.00413***

(0.00109)

0.00638***

(0.00183)

0.00639***

(0.00137)

0.0128***

(0.00182)

Age squared

− 0.0000324

(0.0000352)

0.000298***

(0.0000410)

0.0000352***

(0.0000129)

− 0.0000760***

(0.0000226)

− 0.0000782***

(0.0000172)

− 0.000147***

(0.0000232)

Part-time dummy

0.0351***

(0.00800)

− 0.0366***

(0.00890)

0.00825***

(0.00268)

− 0.0248***

(0.00445)

0.0206***

(0.00431)

− 0.00258

(0.00468)

Male

0.0100

(0.00959)

0.0459***

(0.0109)

0.00857***

(0.00309)

− 0.00683

(0.00533)

− 0.0428***

(0.00564)

− 0.0149***

(0.00553)

Time * MS-region FE

✓

✓

✓

✓

✓

✓

N

45807

45807

45807

45807

45807

45807

Mean dependent variable

0.222

0.556

0.0250

0.0915

0.0529

0.0527

  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 (1996–2010) or ICT occupations (2012–2018). 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