Table A7

TSLS estimates of labour market concentration on vacancy competencies demand (TF-IDF measure)

SkillsKnowledgeAbilityActivitiesStyles
log(HHI)0.0009−0.0025**−0.00060.00090.0030**
 (0.0009)(0.0008)(0.0005)(0.0009)(0.0010)
Year FE
Prov. FE
Ind. FE
ISCO4 FE
MDV0.0780.3060.0080.3020.154
mean(HHI*10k)1,3191,3191,3191,3191,319
F111,822111,822111,822111,822111,822
N553,030553,030553,030553,030553,030

Note(s): Each observation consists in a vacancy. This table reports the TSLS regression outputs using as dependent variables the TF-IDF intensity measure of the broader skill classification (group 1) 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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