Skip to main content

System Analysis of the Internal and External Migration Processes in Ukraine

  • Conference paper
  • First Online:
Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making (ISDMCI 2022)

Abstract

The object of research is the internal and external migration flows of the Ukrainian people. The solution of the problems put forward in the research, requires scientific systematic approach to the study of both internal and external migration flows, it enables to identify and predict trends and directions of migration flows. The use of the principles and tools of information support to analyze trends in the world market of goods and services, identify critical industries and the ability to involve as many young people as possible to employment in Ukraine are conditions for effective state planning. The study has identified and demonstrated main trends in the internal and external migration. The migration flows of various economically active groups of the population of Ukraine, such as students, workers, etc., are analyzed in the paper. The main ways and causes of migration processes and their influence on the economic and political situation in Ukraine are considered. The promising demographic situation of large cities in Ukraine has been carefully studied. The basic methods of the research are the application of a systematic approach, analysis and synthesis of information and rational use of information technologies to obtain the required results.

The paper presents new visualizations of demographic problems. To demonstrate the trends, research was performed in various spheres and analytical platforms, primarily R and Power BI.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Daily and spot reports from the special monitoring mission to Ukraine. https://www.osce.org/ukraine-smm/reports

  2. European commission research projects. migration and mobility. https://ec.europa.eu/info/research-and-innovation/research-area/social-sciences-and-humanities/migration-and-mobility

  3. Global flow of tertiary-level students. http://uis.unesco.org/en/uis-student-flow

  4. The global talent competitiveness index. https://gtcistudy.com/the-gtci-index/

  5. Migration as a factor of development in Ukraine. https://ukraine.iom.int

  6. State border guard service of Ukraine. https://dpsu.gov.ua

  7. State migration service of Ukraine. https://dmsu.gov.ua/diyalnist/statistichni-dani/statistika-z-osnovnoj-diyalnosti.html

  8. State statistics service of Ukraine. https://ukrstat.org/en

  9. The system of registration of residence in Ukraine: its impact on the realization of hu-man rights and vital interests. https://cedos.org.ua/researches/

  10. Tourism barometer of Ukraine. http://www.ntoukraine.org/assets/files/ntou-barometer-2020.pdf

  11. We will show the world that Ukrainian universities are changing for the better. https://www.radiosvoboda.org/a/27813828.html

  12. On approval of the strategy of the state migration policy of Ukraine for the period up to 2025 (2017). https://zakon.rada.gov.ua/laws/main/482-2017-%D1%80

  13. Abel, G.J.: Estimates of global bilateral migration flows by gender between 1960 and 2015. Int. Migrat. Rev. 52(3), 809–852 (2020). https://doi.org/10.1111/imre.12327

    Article  Google Scholar 

  14. Baiev, R., Roskladka, A.: Simulation of migration flows in Ukraine. In: Digital Economy: Collection of Scientific Papers of Students, pp. 10–14 (2020)

    Google Scholar 

  15. Carammia, M., Iacus, S.M., Wilkin, T.: Forecasting asylum-related migration flows with machine learning and data at scale. Sci. Rep. 12, 1457 (2022). https://doi.org/10.1038/s41598-022-05241-8

    Article  Google Scholar 

  16. Chen, Y., Ni, L., Ospina-Forero, L.: Visualising internal migration flows across local authorities in England and Wales. Environ. Plan. Econ. Space 53(4), 616–618 (2021). https://doi.org/10.1177/0308518X20968568

    Article  Google Scholar 

  17. Geseleva, N.V.: Mechanisms of modernization and technological development of ukraine’s economy. Actual Prob. Econ. 125(3), 64–72 (2011)

    Google Scholar 

  18. Geseleva, N.V.: Tools for economic growth regulation on the basis of macroeconomic equilibrium. Actual Prob. Econ. 143(5), 32–37 (2013)

    Google Scholar 

  19. Kharlamova, G., Roskladka, A., Roskladka, N., Stavytskyy, A., Zabaldina, Y.: Cluster analysis of Ukrainian regions regarding the level of investment attractiveness in tourism. In: Proceedings of the 17th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer. II, pp. 401–416 (2021. http://icteri.org/icteri-2021/proceedings/volume-2/202110401.pdf

  20. Mosca, I., Wright, R.: National and international graduate migration flows. Popul. Trends 141, 36–53 (2010). https://doi.org/10.1057/pt.2010.20

    Article  Google Scholar 

  21. Powell, B.: Microsoft Power BI Cookbook: Creating Business Intelligence Solutions of Analytical Data Models, Reports, and Dashboards, p. 802. Packt Publishing (2017)

    Google Scholar 

  22. Roskladka, A., Roskladka, N., Dluhopolskyi, O., Kharlamova, G., Kiziloglu, M.: Data analysis and forecasting of tourism development in Ukraine. Innov. Mark. 14(4), 19–33 (2018). https://doi.org/10.21511/im.14(4).2018.02

  23. Roskladka, A., Roskladka, N., Kharlamova, G., Karpuk, A., Stavytskyy, A.: The data science tools for research of emigration processes in Ukraine. Prob. Perspect. Manag. 18(1), 70–81 (2020). https://doi.org/10.21511/ppm.18(1).2020.07

  24. Roskladka, A., Roskladka, N., Kharlamova, G., Stavytskyy, A.: The data association algorithm for the formation of optional it-courses list system. In: Proceedings of the 16th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer, vol. 2732, pp. 515–531 (2020). http://ceur-ws.org/Vol-2732/20200515.pdf

  25. Roskladka, N., Roskladka, A.: Ukraine and the World: the tourism system, chap. Computer modeling of tourism flows in Ukraine, pp. 41–55. Eatern European Center of the Fundamental Researchers (EECFR) (2019)

    Google Scholar 

  26. Shmueli, G., Bruce, P., Yahav, I., Patel, N., Lichtendahl, K.: Data Mining for Business Analytics: Concepts, Techniques, and Applications in R, p. 544. Hoboken, Willey (2018)

    Google Scholar 

  27. Torgo, L.: Data Mining with R: Learning with Case Studies, p. 446. Chapman and Hall, London (2018)

    Google Scholar 

  28. Wade, R.: Advanced Analytics in Power BI with R and Python: Ingesting, Transforming, Visualizing, p. 440. Apress, New York (2020)

    Book  Google Scholar 

  29. Wickham, H., Grolemund, G.: R for Data Science, p. 522. Newton, O’Reilly Media (2017)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Andrii Roskladka .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Roskladka, A., Roskladka, N., Romanyuk, O., Troianovska-Korobeinikova, T., Savytska, L. (2023). System Analysis of the Internal and External Migration Processes in Ukraine. In: Babichev, S., Lytvynenko, V. (eds) Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making. ISDMCI 2022. Lecture Notes on Data Engineering and Communications Technologies, vol 149. Springer, Cham. https://doi.org/10.1007/978-3-031-16203-9_18

Download citation

Publish with us

Policies and ethics