Modelling the factors influencing migration processes in the European Union

Economic Annals-ХХI: Volume 183, Issue 5-6, Pages: 26-42

Citation information:
Hrysenko, M., & Pryiatelchuk, O. (2020). Modelling the factors influencing migration processes in the European Union. Economic Annals-XXI, 183(5-6), 26-42. doi: https://doi.org/10.21003/ea.V183-03


Maryna Hrysenko
PhD (Physics and Mathematics),
Associate Professor of the
Department of General Mathematics,
Faculty of Mechanics and Mathematics,
Taras Shevchenko National University of Kyiv
60 Volodymyrska Str., Kyiv, 01601, Ukraine
magryss@gmail.com
ORCID ID: https://orcid.org/0000-0002-0816-4734

Olena Pryiatelchuk
D.Sc. (Economics),
Associate Professor of the
Department of International Business,
Institute of International Relations,
Taras Shevchenko National University of Kyiv
36/1 Yurii Illenko Str., Kyiv, 04119, Ukraine
pryyatelchuk@gmail.com
ORCID ID: https://orcid.org/0000-0002-5222-452X

Modelling the factors influencing migration processes in the European Union

Abstract. The countries of the European Union have traditionally been actively involved in the processes of international labour migration. Given the existence of a general strategy for regulating these processes, there are significant differences in the mechanisms of their implementation in the context of individual national business environments.

This research identifies the factors influencing the formation of volumes, directions, and structure of the system of migration flows in the European region based on the conducted economic and mathematical modelling. Thus, it is possible to state the fact of exclusively economic reasons for labour migration. The social factor, represented by the size of wages, is derived from the economic one and has a secondary impact. The environmental factor does not affect the intensification of migration processes.

The basic factors in determining the current migration policy of the EU are the general situation on the world labour market, the state of socio-economic development of the region, the structure of domestic production and consumption in individual countries. An additional factor influencing today is the nature of the crisis, the cause of which is not economic and financial, but medical and social one.

Given the sustainability of the factors of influence, it is possible to predict changes in the main trends of international labour migration in connection with the COVID-19 pandemic. The consequences are not only a change in migration policy within the region, but also a strategy to attract external migrants from donor countries and the development of a special system for managing migration processes in the new environment.

Keywords: Labour Market; Migration; Crisis; Modelling; Regional Policy; EU

JEL Classification: C25; C54; F16; F66; J21

Acknowledgements and Funding: The authors received no direct funding for this research.

Contribution: The authors contributed equally to this work.

DOI: https://doi.org/10.21003/ea.V183-03

References

  1. Awad, I. (2009). The global economic crisis and migrant workers: Impact and response. Geneva: International Labour Organization, International Organization for Migration.
  2. Bathke, B. (2020). In Germany, the coronavirus disproportionally affects migrants.
    Retrieved from https://www.infomigrants.net/en/post/26440/in-germany-the-coronavirus-disproportionately-affects-migrants
  3. Blizzard, B., & Batalova, J. (2019). Refugees and Asylees in the United States. Migration Policy Institute.
    Retrieved from www.migrationpolicy.org/article/refugees-and-asylees-united-states
  4. Carvalhais, I. E. (2012). Brain drain/brain gain from the perspective of a semi-peripheral state: Portugal. Skilled migration and the brain drain, 14(1), 99-117.
    Retrieved from https://unesdoc.unesco.org/ark:/48223/pf0000218285
  5. Chernyak, Y. (2015). Increase of internal migration in Ukraine: advantages and disadvantages for national enterprises, influence on country’s competitiveness. Regional Innovations, 26(3), 121-132.
  6. Chukhnova, M. (2020). Ukrainian labor migrants turn west. Eurasianet.
    Retrieved from https://eurasianet.org/ukrainian-labor-migrants-turn-west
  7. Davies, S. (2020). Migrant workers face cruel summer as COVID-19 batters European tourism. Reuters.
    Retrieved from https://www.reuters.com/article/us-health-coronavirus-europe-tourism-trf/migrant-workers-face-cruel-summer-as-covid-19-batters-european-tourism-idUSKBN22R22Y
  8. Department of Economic and Social Affairs, ECOSOC. (2008). Achieving Sustainable Development and Promoting Development Cooperation. Dialogues at the Economic and Social Council.
    Retrieved from https://www.un.org/en/ecosoc/docs/pdfs/fina_08-45773.pdf
  9. Desiderio, M. V., & Hooper, K. (2016). The Canadian Expression of Interest System: A Model to Manage Skilled Migration to the European Union? Migration Policy Institute.
    Retrieved from https://www.migrationpolicy.org/research/canadian-expression-interest-system-model-manage-skilled-migration-european-union
  10. Djuve, A. B. (2016). Refugee migration – crisis for the Nordic model? International policy analysis.
    Retrieved from https://library.fes.de/pdf-files/id/12488.pdf
  11. Edwards, R. (2020). The new skilled immigration law in Germany. Lexology.
    Retrieved from https://www.lexology.com/library/detail.aspx?g=b56923d2-f266-4307-9e86-d51ecf3f88c1
  12. Esipova N., Pugliese, A., & Ray. J. (2014). Potential net migration index declines in many countries. GALLUP.
    Retrieved from http://news.gallup.com/poll/166796/potentialnet-migration-index-declines-countries.aspx?utm_%20source=PNMI&utm_medium=search&utm_campaign=tiles
  13. European Data Portal. (2020). Changes in the labour market.
    Retrieved from https://www.europeandataportal.eu/en/impact-studies/covid-19/changes-labour-market
  14. Eurostat. (2017). Asylum and managed migration.
    Retrieved from http://ec.europa.eu/eurostat/web/asylum-and-managed-migration/data/database
  15. Eurostat. (2018). Share of non-nationals in the resident population.
    Retrieved from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=File:Share_of_non-nationals_in_the_resident_population,_1_January_2018_(%25).png&oldid=424544
  16. Fedyuk, O., & Kindler, M. (2016). Ukrainian Migration to the European Union. Lessons from Migration Studies. Springer.
    Retrieved from https://link.springer.com/book/10.1007/978-3-319-41776-9
  17. Gibbs, S. (2014). The most powerful Indian technologists in Silicon Valley.
    Retrieved from https://www.theguardian.com/technology/2014/apr/11/powerful-indians-silicon-valley
  18. Hirst, T. (2015). What is helicopter money? World Economic Forum.
    Retrieved from https://www.weforum.org/agenda/2015/08/what-is-helicopter-money
  19. International Organization for Migration. (2020). World Migration Report 2020.
    Retrieved from https://www.un.org/sites/un2.un.org/files/wmr_2020.pdf
  20. Joint Research Centre (European Commission). (2018). European Migrations: Dynamics, Drivers, and the Role of Policies. Luxembourg: Publications Office of the European Union.
    doi: https://doi.org/10.2760/168653
  21. Kacprzak, I. (2018). Ukraińcy w Polsce. Pracownicy ze Wschodu tylko na papierze. Gremi Media SA.
    Retrieved from http://www.rp.pl/Spoleczenstwo/303299991-Ukraincy-w-Polsce-Pracownicy-ze-Wschodu-tylko-na-papierze.html (in Pol.)
  22. King, R., & Lulle, A. (2016). Research on Migration: Facing Realities and Maximising Opportunities. A Policy Review. Retrieved from
    doi: https://doi.org/10.2777/414370
  23. Kolesnikova, J., Camille, R., Kamasheva, A., & Yue, Z. (2014). Current trends of realization of the intellectual capital and problems of intellectual migration. Procedia Economics and Finance, 14, 326-332.
    doi: https://doi.org/10.1016/S2212-5671(14)00720-5
  24. Lee, E. (1966). A Theory of Migration. Demography, 3(1), 47-57.
    Retrieved from https://www.jstor.org/stable/2060063?seq=1
  25. Lindsay, F. (2020). Coronavirus: Migrants struggle to send money home.
    Retrieved from https://www.bbc.com/news/business-52506797
  26. McAuliffe, M. (2017). The nexus between forced and irregular migration: Insights from demography. Demography of Refugee and Forced Migration, 217-232.
    doi: https://doi.org/10.1007/978-3-319-67147-5_11
  27. OECD I Library. (2019). Education at a Glance 2019. OECD Indicators.
    doi: https://doi.org/10.1787/f8d7880d-en
  28. PICUM Country Brief. (2016). Undocumented migrants and the Europe 2020 strategy. Making social inclusion and reality for all migrants in Germany.
    Retrieved from http://www.staging.picum.net/wp-content/uploads/2017/11/UndocumentedMigrantsandEurope2020StrategyinGermany_EN.pdf
  29. Ratha, D. (2015). Migration and Remittances: Recent Developments and Outlook. Special Topic: Financing for Development. Washington: D.C., World Bank, Migration and Remittances Team, Development Prospectus Group.
  30. Reidy, E. (2020). Briefing: In search of a more humane EU migration and asylum policy.
    Retrieved from https://www.thenewhumanitarian.org/analysis/2020/05/21/EU-new-pact-migration-asylum
  31. Schwab, K. (2019). The Global Competitive Report 2019. World Economic Forum.
    Retrieved from http://www3.weforum.org/docs/WEF_TheGlobalCompetitivenessReport2019.pdf
  32. Stakanov, R. (2018). The role of regional migration policy in the development of migration processes. Economics, Management and Sustainability, 3(1), 70-78.
    doi: https://doi.org/10.14254/jems.2018.3-1.7
  33. Statista. (2017). Number of internet users worldwide from 2005 to 2017.
    Retrieved from https://www.statista.com/statistics/273018/number-of-internet-users-worldwide
  34. Stouffer, S. (1960). Intervening opportunities and competing migrants. Journal of Regional Science, 2(1), 26.
    doi: https://doi.org/10.1111/j.1467-9787.1960.tb00832.x
  35. The World Bank. (2016). Migration and Remittances Factbook 2016.
    Retrieved from https://openknowledge.worldbank.org/bitstream/handle/10986/23743/9781464803192.pdf
  36. The World Bank. (2020). The World Bank Data.
    Retrieved from https://data.worldbank.org
  37. Tubalkain, М. (2016). Estonia hiring IT specialists from Ukraine.
    Retrieved from https://news.postimees.ee/3624025/estonia-hiring-it-specialists-from-ukraine
  38. United Nations. (2017). International Migration Report 2017: Highlights.
    Retrieved from https://www.un.org/en/development/desa/population/migration/
    publications/migrationreport/docs/MigrationReport2017_Highlights.pdf
  39. United Nations. (2019). International Migrant Stock 2019.
    Retrieved from https://www.un.org/en/development/desa/population/migration/data/estimates2/estimates19.asp
  40. Vermeylen, G., Wilkens, M., Vargas Llave, O., Gschwind, L., Messenger, J., & Boehmer, S. (2017). Working anytime, anywhere: The effects on the world of work. European Foundation for the Improvement of Living and Working Conditions.
    doi: https://doi.org/10.2806/372726
  41. Volpicelli, S. (2015). Who’s Afraid of … Migration? A New European Narrative of Migration. Iai Working Papers, 15(32), 1-26.
    Retrieved from http://www.iai.it/sites/default/files/iaiwp1532.pdf
  42. Wiśniowski, A., & Bijak, J. (2009). Elicitation of expert knowledge for migration forecasting using a Delphi survey. Central European Forum for Migration and Population Research Working Paper, 2.
    Retrieved from https://www.researchgate.net/publication/265063497_
    Elicitation_of_expert_knowledge_for_migration_forecasts_using_a_Delphi_survey
  43. Worldometers. (2018). World Population by Year.
    Retrieved from http://www.worldometers.info/world-population/world-population-by-year
  44. World Economic Forum. (2020). The Global Competitiveness Index 4.0.
    Retrieved from http://reports.weforum.org/global-competitiveness-report-2019/competitiveness-rankings
  45. Yaroshevych, M. (2014). Forecast of migration between the EU, the Visegrad Four countries and Eastern Europe: the consequences of the abolition of the visa regime. Center for Oriental Studies: Warsaw, Poland (in Ukr.).
  46. Yayboke, E. K., & Gallego, C. G. (2019). Out of the Shadows: Shining a Light on Irregular Migration. Center for Strategic and International Studies (CSIS).
    Retrieved from https://csis-website-prod.s3.amazonaws.com/s3fs-public/publication/190826_RundeYaybokeGallego_IrregularMigrations.pdf
  47. Zech, T. (2020). Skilled personnel welcome.
    Retrieved from https://www.deutschland.de/en/topic/business/the-skilled-labour-immigration-act-working-in-germany
  48. Zipf, G. (1949). Human behaviour and the principle of least effort. Addison-Wesley Press: Cambridge, Mass.

Received 12.03.2020
Received in revised form 20.04.2020
Accepted 26.04.2020
Available online 4.06.2020
Updated version of the paper as of 27.09.2020