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Modeling cluster development using programming methods: case of Russian Arctic regions

Author

Listed:
  • Tatiana Kudryavtseva

    (Peter the Great St. Petersburg Polytechnic University, Russian Federation)

  • Angi Skhvediani

    (Peter the Great St. Petersburg Polytechnic University, Russian Federation)

  • Mohammed Ali Berawi

    (University of Indonesia, Indonesia)

Abstract

The aim of this research is to show how the process of data analysis can be automated through development of an information system. The information system can be used for the identification of economic clusters and analysis of the regional potential for economic growth. The authors used data on the Russian Arctic regions with extreme social, geographical, and economic conditions collected from 2009 to 2016 as an example. The authors have designed a database using MS Access software. The authors used the methodology of the European cluster observatory and the approach suggested by M. Porter to identify economic clusters. This methodology was complemented by introduction parameters, which mirror the strength and employment dynamic of the clusters. Based on the employment data of 83 Russian regions during the period of 2009–2016 the authors have calculated cluster localization parameters for nine Russian regions, which are partly or fully located in the Arctic zone. The authors suggest that the cluster structure in this area is weak and most of the significant clusters are declining. The only significant cluster, which is growing in all regions, is the «Oil and Gas» cluster. In conclusion, the authors state that the obtained results are vital for policy makers and can be used for elaborating the regional economic development strategy in order to support regional diversification and specialization, which are closely related to positive spillovers.

Suggested Citation

  • Tatiana Kudryavtseva & Angi Skhvediani & Mohammed Ali Berawi, 2020. "Modeling cluster development using programming methods: case of Russian Arctic regions," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(1), pages 150-176, September.
    • Handle: RePEc:ssi:jouesi:v:8:y:2020:i:1:p:150-176
    DOI: 10.9770/jesi.2020.8.1(10)
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    References listed on IDEAS

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    1. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    2. Mercedes Delgado & Michael E. Porter & Scott Stern, 2016. "Defining clusters of related industries," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 1-38.
    3. Katarzyna Kopczewska & Paweł Churski & Artur Ochojski & Adam Polko, 2017. "Measuring Regional Specialisation," Springer Books, Springer, number 978-3-319-51505-2, November.
    4. G. F. Romashkina & N. I. Didenko & D. F. Skripnuk, 2017. "Socioeconomic modernization of Russia and its Arctic regions," Studies on Russian Economic Development, Springer, vol. 28(1), pages 22-30, January.
    5. Looijen, Arnold & Heijman, Wim, 2013. "European Agricultural Clusters: How Can European Agricultural Clusters Be Measured And Identified?," Estey Centre Journal of International Law and Trade Policy, Estey Centre for Law and Economics in International Trade, vol. 60(2).
    6. Looijen, Arnold & Heijman, Wim, 2013. "European Agricultural Clusters: How Can European Agricultural Clusters Be Measured And Identified?," Economics of Agriculture, Institute of Agricultural Economics, vol. 60(2), pages 1-17, July.
    7. N. I. Komkov & V. S. Selin & V. A. Tsukerman & E. S. Goryachevskaya, 2017. "Problems and perspectives of innovative development of the industrial system in Russian Arctic regions," Studies on Russian Economic Development, Springer, vol. 28(1), pages 31-38, January.
    8. V. N. Borisov & O. V. Pochukaeva, 2016. "Relationships between development factors of the Arctic Zone of the Russian Federation," Studies on Russian Economic Development, Springer, vol. 27(2), pages 159-165, March.
    9. Raimonda BublienÄ— & Irina Vinogradova & Manuela TvaronaviÄ ienÄ— & Salvatore Monni, 2019. "Legal form determination for the development of clusters' activities," Insights into Regional Development, VsI Entrepreneurship and Sustainability Center, vol. 1(3), pages 244-258, September.
    10. A. G. Korovkin, 2016. "Macroeconomic assessment of the state of regional labor markets in the Asian part of the Russian Arctic," Studies on Russian Economic Development, Springer, vol. 27(2), pages 166-179, March.
    11. Jurijs Baltgailis, 2019. "The issues of increasing the effectiveness of teaching comparative economics," Insights into Regional Development, VsI Entrepreneurship and Sustainability Center, vol. 1(3), pages 190-199, September.
    12. Vladimir Leksin & Boris Porfiryev, 2017. "Socio-Economic Priorities for the Sustainable Development of Russian Arctic Macro-Region," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(4), pages 985-1004.
    13. Jurijs Baltgailis, 2019. "The issues of increasing the effectiveness of teaching comparative economics," Post-Print hal-02188839, HAL.
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    More about this item

    Keywords

    Arctic region; economic cluster; cluster identification; MS access; data processing; regional policy making;
    All these keywords.

    JEL classification:

    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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