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Self-selection on human capital for Ukrainian refugees in Belgium

Author

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  • Berlinschi, Ruxanda
  • Verhaest, Dieter
  • Poelmans, Eline
  • Adriaenssens, Stef

Abstract

This study documents self-selection on human capital for Ukrainian refugees. We compare the socio-demographic characteristics of a representative sample of Ukrainian refugees who registered in Belgium in the fall of 2022 with those of the Ukrainian population before the war. Contrarily to previous studies, we find negative self-selection on human capital, particularly for men and for refugees arriving from the low conflict intensity regions of Ukraine. At the same time, refugees from the low conflict intensity regions arrive with more locally-specific human capital, such as knowledge of the French language, previous visits to Belgium, and access to social networks in Belgium. Such self-selection, driven by individual incentives - economic and patriotic - has societal benefits, such as reduced brain drain for Ukraine and improved job matching in European countries offering protection.

Suggested Citation

  • Berlinschi, Ruxanda & Verhaest, Dieter & Poelmans, Eline & Adriaenssens, Stef, 2025. "Self-selection on human capital for Ukrainian refugees in Belgium," GLO Discussion Paper Series 1591, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:1591
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    References listed on IDEAS

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    1. George J Borjas & Ilpo Kauppinen & Panu Poutvaara, 2019. "Self-selection of Emigrants: Theory and Evidence on Stochastic Dominance in Observable and Unobservable Characteristics," The Economic Journal, Royal Economic Society, vol. 129(617), pages 143-171.
    2. Christian Dustmann & Francesca Fabbri, 2003. "Language proficiency and labour market performance of immigrants in the UK," Economic Journal, Royal Economic Society, vol. 113(489), pages 695-717, July.
    3. Oleksandr Reznik, 2023. "The willingness of Ukrainians to fight for their own country on the eve of the 2022 Russian invasion," Post-Soviet Affairs, Taylor & Francis Journals, vol. 39(5), pages 329-346, September.
    4. Daniel Chiquiar & Gordon H. Hanson, 2005. "International Migration, Self-Selection, and the Distribution of Wages: Evidence from Mexico and the United States," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 239-281, April.
    5. Athina Anastasiadou & Jisu Kim & Asli Ebru Şanlitürk & Helga A. G. de Valk & Emilio Zagheni, 2023. "Sex- and gender-based differences in the migration process: a systematic literature review," MPIDR Working Papers WP-2023-039, Max Planck Institute for Demographic Research, Rostock, Germany.
    6. Spitzer, Yannay & Zimran, Ariell, 2018. "Migrant self-selection: Anthropometric evidence from the mass migration of Italians to the United States, 1907–1925," Journal of Development Economics, Elsevier, vol. 134(C), pages 226-247.
    7. David McKenzie & Hillel Rapoport, 2010. "Self-Selection Patterns in Mexico-U.S. Migration: The Role of Migration Networks," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 811-821, November.
    8. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    9. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    10. Benno Torgler, 2003. "Why do people go to war?," Defence and Peace Economics, Taylor & Francis Journals, vol. 14(4), pages 261-280.
    11. Hatton, Timothy J. & Williamson, Jeffrey G., 1998. "The Age of Mass Migration: Causes and Economic Impact," OUP Catalogue, Oxford University Press, number 9780195116519, Decembrie.
    12. Tetyana Panchenko, 2022. "Prospects for Integration of Ukrainian Refugees into the German Labor Market: Results of the ifo Online Survey," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 23(04), pages 67-75, July.
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    More about this item

    Keywords

    Russia-Ukraine war; refugees; human capital; self-selection;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • F5 - International Economics - - International Relations, National Security, and International Political Economy
    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management

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