2409-1634Research result. Economic Research2409-163410.18413/2409-1634-2022-8-3-0-62851branch and regional economyAssessment of the conditions of spatial heterogeneity of the distribution of human capital in the region, taking into account digital transformationAssessment of the conditions of spatial heterogeneity of the distribution of human capital in the region, taking into account digital transformationStryabkovaElena A.StryabkovaElena A.stryabkova.elena@mail.ruKulikAnna M/KulikAnna M/kulik@bsu.edu.ruGerasimovaNatalia А.GerasimovaNatalia А.ngerasimova@bsu.edu.ruTebekinMikhail V.TebekinMikhail V.1182033@bsu.edu.ru20228300

The evaluation of the parameters of the spatial distribution of the human capital of the regions shows its unevenness. This fact is influenced by many conditions, including the uneven digital transformation of regions. We have identified three types of conditions that affect the level of spatial distribution of human capital in the region, while taking into account the factor of digital transformation. The paper presents the author's methodological approach to grouping regions according to the indicators of the conditions of spatial distribution of human capital. According to the authors, based on the presented conditions and the system of their indicators, it is possible to assess the spatial distribution of human capital and assess the priority region. It is also possible to assess the negative and positive aspects that have a direct impact on the spatial distribution of the carriers of human capital in the region. The object of the study is the conditions of the human capital of the region in the conditions of digital transformation. The subject of scientific research is the process of assessing the formation and spatial development of the human capital of the region in the context of digital transformation. The purpose of this article is to analyze the possibility of assessing the main conditions that affect the level of spatial distribution of human capital. Determining the conditions affecting the spatial distribution of the human capital of the region and the corresponding system of indicators is the task of the study. Statement of the research problem: human capital, as the main productive force, as well as the level of its distribution, serves as a certain indicator that allows us to assess the socio-economic development of regions. It is the level of development and distribution of human capital that is the main criterion for such a parameter as the economic growth of the region. Human capital has a great impact on innovation and economic development of regions [Diebolt, C., Hippe, R.,2019]. However, the process of distribution of human capital carriers across the regions is rather heterogeneous. Moreover, this spatial distribution is subject to constant changes. At the same time, in modern economic conditions, the level of spatial distribution of human capital is influenced by various conditions, including the level of digital transformation of the region.

The evaluation of the parameters of the spatial distribution of the human capital of the regions shows its unevenness. This fact is influenced by many conditions, including the uneven digital transformation of regions. We have identified three types of conditions that affect the level of spatial distribution of human capital in the region, while taking into account the factor of digital transformation. The paper presents the author's methodological approach to grouping regions according to the indicators of the conditions of spatial distribution of human capital. According to the authors, based on the presented conditions and the system of their indicators, it is possible to assess the spatial distribution of human capital and assess the priority region. It is also possible to assess the negative and positive aspects that have a direct impact on the spatial distribution of the carriers of human capital in the region. The object of the study is the conditions of the human capital of the region in the conditions of digital transformation. The subject of scientific research is the process of assessing the formation and spatial development of the human capital of the region in the context of digital transformation. The purpose of this article is to analyze the possibility of assessing the main conditions that affect the level of spatial distribution of human capital. Determining the conditions affecting the spatial distribution of the human capital of the region and the corresponding system of indicators is the task of the study. Statement of the research problem: human capital, as the main productive force, as well as the level of its distribution, serves as a certain indicator that allows us to assess the socio-economic development of regions. It is the level of development and distribution of human capital that is the main criterion for such a parameter as the economic growth of the region. Human capital has a great impact on innovation and economic development of regions [Diebolt, C., Hippe, R.,2019]. However, the process of distribution of human capital carriers across the regions is rather heterogeneous. Moreover, this spatial distribution is subject to constant changes. At the same time, in modern economic conditions, the level of spatial distribution of human capital is influenced by various conditions, including the level of digital transformation of the region.

spatial distributionregionhuman capitallevel of spatial distributiondigital trans-formationdigitalization of societyspatial distributionregionhuman capitallevel of spatial distributiondigital trans-formationdigitalization of society

Благодарность Исследование выполнено в рамках государственного задания НИУ «БелГУ» FZWG-2020-0016 (0624-2020-0016), тема проекта «Фундаментальные основы глобальной территориально-отраслевой специализации в условиях цифровизации и конвергенции технологий».

Список литературыAllan, M. Williams, Vladimir, Baláž, Claire, Wallace (2004) International Labour Mobility and Uneven Regional Development in Europe: Human Capital, Knowledge and Entrepreneurship. European Urban and Regional Studies, 11(1). pp. 27-46. URL: https://doi.org/10.1177/0969776404039140. (Accessed 10 July 2022).Anichin, V.L., Vashcheikina, Yu.Yu. (2017) Differentiation of regions by the cost of human capital. Regional and Municipal Economy, Vol.44. No.23 (272). Pp. 24-29. (in Russian)Akindinova, N.V., Yasin, E.G., Avdeeva, D.A. (2019). Scenarios for the growth of the Russian economy taking into account the contribution of human capital: a report for the XX International Scientific Conference on Economic and Social Development, Moscow, April 9-12, 2019. Moscow: Publishing House of the Higher School of Economics.URL: https://www.scinapse.io/papers/3018517577. (Accessed 10 July 2022). (in Russian)B. Can, Karahasan, Enrique, López-Bazo (2013). The Spatial Distribution of Human Capital: Can It Really Be Explained by Regional Differences in Market Access? International Regional Science Review, 36(4). Pp. 451-480. URL: https://doi.org/10.1177/0160017613491492. (Accessed 10 July 2022).Bondarskaya, T.A. (2015). Restoration of high–quality human capital in the regions is the main goal of modern reforms. Socio-economic phenomena and protsesses. Vol. 10. No. 4.pp. 13-16. URL: https://www.elibrary.ru/item.asp?id=23702762. (in Russian)Diebolt, C., Hippe, R. (2019). The long-run impact of human capital on innovation and economic development in the regions of Europe. Applied Economics, 51(5), pp. 542–563. URL: https://doi.org/10.1080/00036846.2018. 1495820. (Accessed 10 July 2022).Dung, N. T., Tri, N. M., & Minh, L. N. (2021). Digital transformation meets national development requirements. Linguistics and Culture Review, 5(S2). pp. 892-905. URL: https://doi.org/10.21744/lingcure.v5nS2.1536. (Accessed 10 July 2022).Flores, E., Xu, X. and Lu, Y. (2020). Human Capital 4.0: a workforce competence typology for Industry 4.0, Journal of Manufacturing Technology Management, Vol. 31 No. 4.pp. 687-703. URL: https://doi.org/10.1108/JMTM-08-2019-0309. (Accessed 10 July 2022).Kapelyushnikov, R.I. (2012). How much is Russia's human capital worth? preprint. Nats. research. un-t "Higher School of Economics". Moscow: Publishing House of the Higher School of Economics. 76 p. (in Russian)Kogteva, A.N., Gerasimova, N.A., Kulik, A.M., Shevtsova, N.M. (2019). Network forms of human capital in the context of digital transformation. Bulletin of the Voronezh State Agrarian University, Vol. 12. No. 4 (63). pp. 194-202. URL: https: //10.17238/issn2071-2243.2019.4.194. (Accessed 10 July 2022). (in Russian)Kogteva, A.N., Gerasimova, N.A., Kulik, A.M., Drughnikova E.P., Ibragimov, M. (2020). Features of the Formation and Development of the Region’s Human Capital in a Digital Transformation. International Conference on Economics, Management and Technologies 2020 (ICEMT 2020). Atlantis Press. p.44-49. URL: https://doi.org/10.2991/aebmr.k.200509.009. (Accessed 10 July 2022). Konstantinova, N.N., Notyag, A.V., Komanenko, M.V. (2015). Regional aspects of the efficiency of the use of human capital. Science and business: ways of development. № 12. Pp. 39-42. (in Russian)Kooiman, N., Latten, J. and Bontje, M. (2018), Human Capital Migration: A Longitudinal Perspective. Tijds. voor Econ. en Soc. Tijds. voor Econ. en Soc.,109. Pp. 644-660. URL: https://doi.org/10.1111/tesg.12324. (Accessed 10 July 2022).Matthias, Flückiger, Markus, Ludwig. (2018). Geography, human capital and urbanization: A regional analysis. Economics Letters, vol. 168. pp.10-14. URL: https://doi.org/10.1016/j.econlet.2018.03.027. (Accessed 10 July 2022).Marcel, Matthess, Stefanie, Kunkel. (2020) Structural change and digitalization in developing countries: Conceptually linking the two transformations. Technology in Society, Vol. 63. P. 101428.URL: https://doi.org/10.1016/j.techsoc.2020.101428. (Accessed 10 July 2022).Patrikakis, C. Z., Murugesan, S. (2020)/ The New Needs of Professions in IT. Professional, vol. 22, no. 1. pp. 43-46. URL: https:// doi: 10.1109/MITP.2019.2963413. (Accessed 10 July 2022).Peter3., Verhoef C., Thijs, Broekhuizen, Yakov, Bart, Abhi, Bhattacharya, John, Qi Dong, Nicolai, Fabian, Michael, Haenlein. (2021) Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, Vol.122. pp. 889-901. URL: https://doi.org. (Accessed 10 July 2022).Regions of Russia. Socio-economic indicators (2020): Stat. sat. Rosstat. – M., 2020. – 1242 p. (in Russian)Regions of Russia. Socio-economic indicators. (2021): P32 Stat. sat. / Rosstat. M., 2021. 112 p. (in Russian)Švarc, J., Lažnjak, J. and Dabic, M. (2021). The role of national intellectual capital in the digital transformation of EU countries. Another digital divide? Journal of Intellectual Capital, Vol. 22 No. 4. Pp. 768-791. URL: https://doi.org.  (Accessed 10 July 2022).Verbitskaya, S.I. (2017) The role of human capital in ensuring sustainable development of the regional economy. Successes of Modern Science and Education, Vol. 1. No. 5. pp. 45-49. URL: https://www.elibrary.ru/item.asp?id=29319769. (Accessed 10 July 2022). (in Russian)