“…While this could be included in the models calculating countries' marginalization scores, the extent of the low-skill sector in a country is actively shaped by states' economic, industrial and other policy, and is an interesting factor in itself; and so was included as a causal condition. Given that the particular low-skill industries or sectors that are prevalent in European countries differ, including sectors defined in a more absolute or concrete sense (e.g., size of the hospitality, agriculture, manufacturing industry) in the QCA analysis is not possible for such a wide assortment of economies (Devitt, 2011;Cangiano, 2012;World Bank, 2020;Guzi et al, 2021). To capture the importance of low-skill employment and simultaneously allow for the fact that the particular low-skill sectors that prevail differ across countries, the percentage of low-skill jobs in each country was calculated using the EU-LFS (ISCO 5 and 9 jobs as percentage of total employment, following Andersson et al (2019) and the (OECD, 2019b).…”