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Modelling interregional mobility of university graduates in Russia

Author

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  • Moskvina, Victoria

    (Economic Expert Group (EEG), Moscow, Russian Federation)

Abstract

The purpose of this work is to explain the directions of interregional mobility of university graduates in Russia. An econometric model is being developed, based on the gravity model of migration. The Monitoring of graduates’ employability (2013–2015) was used as the source of the migration data. It was shown that the use of count data models (Poisson regression) leads to a more precise estimation compared with OLS (according to calculated metrics of prediction accuracy — MAE and MSE). According to the results one of the main reasons for the observed post-graduate mobility is the lack of jobs for qualified specialists in a region. In addition, some other characteristics — high marriage rate and developed system of higher education in a region — are capable of retaining young people in the regions of graduation. At the same time diverse recreational opportunities and effective healthcare system in destination area attract graduates from other parts of the country. The results obtained clarify in which direction the conditions in lagging territories are needed to be improved in order to accumulate human capital, necessary for the start of development in these areas.

Suggested Citation

  • Moskvina, Victoria, 2019. "Modelling interregional mobility of university graduates in Russia," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 56, pages 99-122.
  • Handle: RePEc:ris:apltrx:0383
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    References listed on IDEAS

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    1. Elena Vakulenko, 2016. "Does migration lead to regional convergence in Russia?," International Journal of Economic Policy in Emerging Economies, Inderscience Enterprises Ltd, vol. 9(1), pages 1-25.
    2. Inmaculada Mart󹑺-Zarzoso, 2013. "The log of gravity revisited," Applied Economics, Taylor & Francis Journals, vol. 45(3), pages 311-327, January.
    3. Majo, M.C. & van Soest, A.H.O., 2011. "The Fixed-Effects Zero-Inflated Poisson Model with an Application to Health Care Utilization," Discussion Paper 2011-083, Tilburg University, Center for Economic Research.
    4. Ronald L. Whisler & Brigitte S. Waldorf & Gordon F. Mulligan & David A. Plane, 2008. "Quality of Life and the Migration of the College‐Educated: A Life‐Course Approach," Growth and Change, Wiley Blackwell, vol. 39(1), pages 58-94, March.
    5. Tina Haussen & Silke Uebelmesser, 2018. "Job changes and interregional migration of graduates," Regional Studies, Taylor & Francis Journals, vol. 52(10), pages 1346-1359, October.
    6. Lena Imeraj & Didier Willaert & Nissa Finney & Sylvie Gadeyne, 2018. "Cities’ attraction and retention of graduates: a more-than-economic approach," Regional Studies, Taylor & Francis Journals, vol. 52(8), pages 1086-1097, August.
    7. Daria Ciriaci, 2014. "Does University Quality Influence the Interregional Mobility of Students and Graduates? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1592-1608, October.
    8. Alessandra Faggian & Philip Mccann, 2009. "Universities, Agglomerations And Graduate Human Capital Mobility," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 100(2), pages 210-223, April.
    9. Vakulenko, Elena & Mkrtchyan , Nikita & Furmanov, Kirill, 2011. "Modeling registered migration flows between regions of the Russian Federation," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 21(1), pages 35-55.
    10. Yuri Andrienko & Sergei Guriev, 2004. "Determinants of interregional mobility in Russia," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 12(1), pages 1-27, March.
    11. Ilya Kashnitsky & Nikita Mkrtchyan & Oleg Leshukov, 2016. "Interregional Migration of Youths in Russia: A Comprehensive Analysis of Demographic Statistics," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 169-203.
    12. Ye Liu & Jianfa Shen & Wei Xu & Guixin Wang, 2017. "From school to university to work: migration of highly educated youths in China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 651-676, November.
    13. Elisabetta Marinelli, 2013. "Sub-national Graduate Mobility and Knowledge Flows: An Exploratory Analysis of Onward- and Return-Migrants in Italy," Regional Studies, Taylor & Francis Journals, vol. 47(10), pages 1618-1633, November.
    14. Daniela BUNEA, 2012. "Modern Gravity Models of Internal Migration. The Case of Romania," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(569)), pages 127-144, April.
    15. Ivan Etzo, 2011. "The Determinants Of The Recent Interregional Migration Flows In Italy: A Panel Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 51(5), pages 948-966, December.
    16. Reinhard A. Weisser, 2019. "The price of mobility," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(1), pages 25-64, February.
    17. Guido Buenstorf & Matthias Geissler & Stefan Krabel, 2016. "Locations of labor market entry by German university graduates: is (regional) beauty in the eye of the beholder?," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 36(1), pages 29-49, February.
    18. Rodica Gilles & Seik Kim, 2013. "Distribution-Free Estimation of Zero-Inflated Models with Unobserved Heterogeneity," Working Papers UWEC-2013-03, University of Washington, Department of Economics.
    19. Osnat Israeli, 2007. "A Shapley-based decomposition of the R-Square of a linear regression," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(2), pages 199-212, August.
    20. Kang-Rae Ma & Eun-Taek Kang & O-Kyu Kwon, 2017. "Migration behavior of students and graduates under prevailing regional dualism: the case of South Korea," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(1), pages 209-233, January.
    21. Antosik, Liubov & Ivashina, Natalya, 2019. "Modeling of spatial dependence in the migration flows of graduates of the higher education institutions of the Russian Federation," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 54, pages 70-89.
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    Cited by:

    1. Liubov Antosik & Natalya Ivashina, 2021. "Factors and Routes of Interregional Migration of University Graduates in Russia," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 107-125.
    2. Антосик Л. В. & Ивашина Н. В., 2021. "Факторы И Направления Межрегиональной Миграции Выпускников Вузов В России," Вопросы образования // Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 107-125.

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    More about this item

    Keywords

    migration; gravity model; graduate mobility; Poisson regression;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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