Table 4

OLS estimates of labour market concentration on skill/competency demand (group 2), TF-IDF measure

CognitiveHard skillsOrganizatSocialDigital
log(HHI)−0.0008*0.0014***−0.0006***0.0010**−0.0004*
 (0.0004)(0.0004)(0.0002)(0.0003)(0.0002)
Year FE
Prov. FE
Ind. FE
ISCO4 FE
MDV0.0760.0890.0220.0600.024
mean(HHI*10k)1,3191,3191,3191,3191,319
R20.0350.0780.0610.0900.054
N553,030553,030553,030553,030553,030

Note(s): Each observation consists in a vacancy. This table reports the OLS regression outputs using as dependent variables the TF-IDF intensity measure of the finer skill classification (group 2) described in section 4. The independent variable is the log of the employment HHI, measured at the industry (2-digit ATECO code), province (NUTS-3) and year level. All the regressions also include occupation (ISCO 4-dig) fixed effects. Robust standard errors in parentheses ***p < 0.01, **p < 0.05, *p < 0.1

Source(s): Authors' calculation on AIDA and Wollybi data in 2015–2018 period

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