Opportunistic Upskilling in European Labour Markets—Evidence From a Wide Replication

ABSTRACT We build on Modestino et al., who analysed “opportunistic upskilling” during the 2007 recession in the US, by extending their approach to European labour markets following recent economic shocks. Using a comprehensive dataset of online job postings (2019–2023) and an instrumental variable approach leveraging Ukrainian refugee inflows, we find that increases in labour supply have a significant positive effect on both education and experience requirements. Our findings reinforce the idea that employers opportunistically upskill labour demand in different but challenging macroeconomic contexts. The identification of such patterns, however, depends on the presence of a plausibly exogenous shock to labour markets.

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Publication Details

Journal
Journal of Applied Econometrics
Published
2026-06-09
DOI
https://doi.org/10.1002/jae.70072
Primary Topic
Labor market dynamics and wage inequality
Type
article
Field-Weighted Citation Impact
0.00
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article

Opportunistic Upskilling in European Labour Markets—Evidence From a Wide Replication

Jefferson R.B. Galetti, John McHale, Anil Yadav
Journal of Applied Econometrics
Labor market dynamics and wage inequality
article

Opportunistic Upskilling in European Labour Markets—Evidence From a Wide Replication

Jefferson R.B. Galetti, John McHale, Anil Yadav
article en

Abstract

ABSTRACT We build on Modestino et al., who analysed “opportunistic upskilling” during the 2007 recession in the US, by extending their approach to European labour markets following recent economic shocks. Using a comprehensive dataset of online job postings (2019–2023) and an instrumental variable approach leveraging Ukrainian refugee inflows, we find that increases in labour supply have a significant positive effect on both education and experience requirements. Our findings reinforce the idea that employers opportunistically upskill labour demand in different but challenging macroeconomic contexts. The identification of such patterns, however, depends on the presence of a plausibly exogenous shock to labour markets.

Journal of Applied Econometrics
Ollscoil na Gaillimhe – University of Galway (IE), Central Bank of Ireland (IE)
Decent work and economic growth
Openalex Percentile: Top 3%
Labor market dynamics and wage inequality
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