WORKING PAPER SERIES
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Locating Shortages in Migrants’ Origin Countries: A Big Data Approach
3 October 2024 – The third GS4S Working Paper documents a data collection on vacancies published online, which is being implemented by web scraping online platforms in selected non-EU countries. The data collection aims at locating labour or skill shortages in important origin countries of migration to the EU. Where the shortages coincide with shortages in EU countries, a skill partnership could address both shortages simultaneously. The potential of the web scraped data are explored based on the initial wave of the data collection. The note concludes by outlining how the data collection can be transformed into measures of shortages at the level of occupations and skills.
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The Overeducation of Immigrants
in Europe
3 October 2024 – This paper explores the overeducation of tertiary-educated migrants in European labour markets. Using data from the European Labour Force Survey (2012–2022), we show that immigrants, particularly those from non-EU countries, are significantly more likely to be overeducated than natives. Despite a general decline in overeducation levels for all groups over time, the immigrant-native gap remains, especially for foreign-educated migrants. Furthermore, the likelihood of overeducation for foreign-educated migrants increases until 15–19 years after migration, a pattern consistent across all areas of origin and migration cohorts. Importantly, differences in educational quality between origin and destination countries do not primarily account for these overeducation differentials. The findings underscore the need for policies that better align immigrants’ skills with labour market demands in Europe to avoid the waste of valuable immigrants’ skills, which are harmful not only to migrants but to the economies of receiving countries too.
Skills-Oriented Migration in the Western Balkans