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Managing innovation activity factors in Russian regions through econometric modeling

Author

Listed:
  • Oleg S. Mariev

    (Ural Federal University named after the First President of Russia B.N. Yeltsin, Institute of Economics of the Ural Branch of the RAS, Ekaterinburg, Russia)

  • Karina M. Nagieva

    (Ural Federal University named after the First President of Russia B.N. Yeltsin, Ekaterinburg, Russia)

  • Viktoria L. Simonova

    (Ural State University of Economic, Ural Federal University named after the First President of Russia B.N. Yeltsin, Ekaterinburg, Russia)

Abstract

The paper aims to identify the main innovation activity factors in the Russian regions using econometric analysis. Assessment of the current state of the innovation environment in the Russian Federation reveals that there is a number of problems impeding innovation growth, which affects the country’s position in international rankings. The methodological basis of the research includes the theoretical principles of innovation economics, innovation management and regional development. There is a plethora of approaches to modeling the factors of innovative development of countries and regions, as well as to measuring innovation. In the article, we analyze patent activity in Russia’s regions and stimulating factors. The information base includes Rosstat panel data for 1999–2015 in 77 subjects of the Russian Federation. To optimize the set of variables of the econometric model, the authors apply a genetic algorithm. We find that factors reflecting human capital, financial performance of enterprises, market competition, ownership and general macroeconomic indicators of regions affect the indicators of patent activity. The research results can be used to formulate recommendations for improving regional innovation policy. In particular, it is reasonable to encourage the management and research staff of organizations to design and introduce innovations, develop venture business, promote active interaction of business with universities and research institutes, as well as strengthen international cooperation.

Suggested Citation

  • Oleg S. Mariev & Karina M. Nagieva & Viktoria L. Simonova, 2020. "Managing innovation activity factors in Russian regions through econometric modeling," Upravlenets, Ural State University of Economics, vol. 11(1), pages 57-69, March.
    • Handle: RePEc:url:upravl:v:11:y:2020:i:1:p:57-69
    DOI: 10.29141/2218-5003-2019-11-1-6
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    References listed on IDEAS

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    1. Irina Dezhina, 2013. "Technology platforms and innovation clusters: together or separately?," Research Paper Series, Gaidar Institute for Economic Policy, issue 164P, pages 120-120.
    2. Mark Funk, 2006. "Business cycles and research investment," Applied Economics, Taylor & Francis Journals, vol. 38(15), pages 1775-1782.
    3. d’Andria, D. & Savin, I., 2018. "A Win-Win-Win? Motivating innovation in a knowledge economy with tax incentives," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 38-56.
    4. Antonio Della Malva & Francesco Lissoni & Patrick Llerena, 2013. "Institutional change and academic patenting: French universities and the Innovation Act of 1999," Journal of Evolutionary Economics, Springer, vol. 23(1), pages 211-239, January.
    5. Jaewoon Koo & Kyunghee Maeng, 2006. "Foreign ownership and investment: evidence from Korea," Applied Economics, Taylor & Francis Journals, vol. 38(20), pages 2405-2414.
    6. Eugenio J. Miravete & José C. Pernías, 2006. "Innovation Complementarity And Scale Of Production," Journal of Industrial Economics, Wiley Blackwell, vol. 54(1), pages 1-29, March.
    7. Riccardo Crescenzi & Alexander Jaax, 2017. "Innovation in Russia: The Territorial Dimension," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 66-88, January.
    8. Ivan Savin & Peter Winker, 2012. "Heuristic Optimization Methods for Dynamic Panel Data Model Selection: Application on the Russian Innovative Performance," Computational Economics, Springer;Society for Computational Economics, vol. 39(4), pages 337-363, April.
    9. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    10. Keller, Wolfgang, 2001. "The Geography and Channels of Diffusion at the World's Technology Frontier," Discussion Paper Series 26140, Hamburg Institute of International Economics.
    11. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    12. Bang Nam Jeon & Kyeong Seok Han & Myung Jin Lee, 2006. "Determining factors for the adoption of e-business: the case of SMEs in Korea," Applied Economics, Taylor & Francis Journals, vol. 38(16), pages 1905-1916.
    13. Abiodun Egbetokun & Ivan Savin, 2015. "Absorptive Capacity and Innovation: When Is It Better to Cooperate?," Economic Complexity and Evolution, in: Andreas Pyka & John Foster (ed.), The Evolution of Economic and Innovation Systems, edition 127, pages 373-399, Springer.
    14. Oleg Mariyev & Ivan Savin, 2010. "Factors of innovative activity in Russian regions: modeling and empirical analysis," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(3), pages 235-244.
    15. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2006. "Innovation and economic performance in services: a firm-level analysis," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 30(3), pages 435-458, May.
    16. Verspagen, B. & Schoenmakers, W., 2000. "The spatial dimension of knowledge spillovers in Europe: evidence from firm patenting data," Working Papers 00.07, Eindhoven Center for Innovation Studies.
    17. Savin Ivan, 2013. "A Comparative Study of the Lasso-type and Heuristic Model Selection Methods," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 233(4), pages 526-549, August.
    18. Pradhan, Jaya Prakash, 2003. "Liberalization, Firm Size and R&D performance: A Firm Level Study of Indian Pharmaceutical Industry," MPRA Paper 17079, University Library of Munich, Germany.
    19. Philippe Aghion & Wendy Carlin & Mark Schaffer, 2002. "Competition, Innovation and Growth in Transition: Exploring the Interactions between Policies," William Davidson Institute Working Papers Series 501, William Davidson Institute at the University of Michigan.
    20. Lumenga-Neso, Olivier & Olarreaga, Marcelo & Schiff, Maurice, 2001. "On"indirect"trade-related research and development spillovers," Policy Research Working Paper Series 2580, The World Bank.
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    More about this item

    Keywords

    management; innovation; innovation activity; genetic algorithm; econometric model; Russian regions.;
    All these keywords.

    JEL classification:

    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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