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Clustering of the Russian coal mining regions: Investment and innovation activity

Author

Listed:
  • K. S. Sablin

    (Kemerovo State University, Kemerovo, Russia)

  • E. S. Kagan

    (Kemerovo State University, Kemerovo, Russia)

  • E. S. Chernova

    (Kemerovo State University, Kemerovo, Russia)

Abstract

On a global scale, Russia’s competitive advantages remain linked with extractive and low value-added industries despite numerous attempts of the government to make the national economy more innovative. The paper focuses on the problem of the Russian economy’s transition to innovative development and overcoming its resource dependency. Methodologically, the paper relies on the concepts of an enclave dual economy and fragmented (dual) innovation systems. The object of the study is coal mining regions, which are clustered based on the analysis of investment and innovation activity. Statistical methods of data analysis (calculation of descriptive statistics) as well as cluster analysis methods (hierarchical method and k-means method) are used for processing the initial information. The researchers form the indicators characterizing investment and innovative activity in the selected regions. Investment indicators include the ones reflecting the total share of investment in fixed capital by economic activities related to extractive and manufacturing industries. To assess innovation activity the authors calculated the total share of expenses of the organisations of extractive and manufacturing industries on technological innovations. The results of hierarchical analysis in a group of investment activity indicators allow identifying four clusters of regions. Based on the innovation activity indicators, regions form three clusters. The research findings demonstrate that most of coal mining bregions feature low or medium level of investment activity in the extractive and manufacturing bindustries; medium level of innovation activity in extractive industries and medium or low level of innovation activity in manufacturing industries. The results of the study can be one of the foundations for the regional policy targeting the transition to innovation economy.

Suggested Citation

  • K. S. Sablin & E. S. Kagan & E. S. Chernova, 2020. "Clustering of the Russian coal mining regions: Investment and innovation activity," Journal of New Economy, Ural State University of Economics, vol. 21(1), pages 89-106, March.
    • Handle: RePEc:url:izvest:v:21:y:2020:i:1:p:89-106
    DOI: 10.29141/2658-5081-2020-21-1-5
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    References listed on IDEAS

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    1. Mayra Z Rodriguez & Cesar H Comin & Dalcimar Casanova & Odemir M Bruno & Diego R Amancio & Luciano da F Costa & Francisco A Rodrigues, 2019. "Clustering algorithms: A comparative approach," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-34, January.
    2. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    3. Anonymous, 2013. "Introduction to the Issue," Journal of Wine Economics, Cambridge University Press, vol. 8(3), pages 243-243, December.
    4. Jonathan Michie & Christine Oughton & Mario Pianta, 2002. "Innovation and the Economy," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(3), pages 253-264.
    5. repec:bla:devpol:v:26:y:2008:i:1:p:59-77 is not listed on IDEAS
    6. Baumol, William J., 1996. "Entrepreneurship: Productive, unproductive, and destructive," Journal of Business Venturing, Elsevier, vol. 11(1), pages 3-22, January.
    7. Robert Hassink & Huiwen Gong, 2019. "Six critical questions about smart specialization," European Planning Studies, Taylor & Francis Journals, vol. 27(10), pages 2049-2065, October.
    8. Anonymous, 2013. "Introduction to the Issue," Journal of Wine Economics, Cambridge University Press, vol. 8(2), pages 129-130, November.
    9. Tilman Altenburg, 2009. "Building Inclusive Innovation Systems in Developing Countries: Challenges for IS Research," Chapters, in: Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), Handbook of Innovation Systems and Developing Countries, chapter 2, Edward Elgar Publishing.
    10. Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), 2009. "Handbook of Innovation Systems and Developing Countries," Books, Edward Elgar Publishing, number 12943.
    11. Fagerberg, Jan & Martin, Ben R. & Andersen, Esben Sloth (ed.), 2013. "Innovation Studies: Evolution and Future Challenges," OUP Catalogue, Oxford University Press, number 9780199686353.
    12. Sameeksha Desai & Zoltan J. Acs, 2007. "A Theory of Destructive Entrepreneurship," Jena Economics Research Papers 2007-085, Friedrich-Schiller-University Jena.
    13. Oughton, Christine & Landabaso, Mikel & Morgan, Kevin, 2002. "The Regional Innovation Paradox: Innovation Policy and Industrial Policy," The Journal of Technology Transfer, Springer, vol. 27(1), pages 97-110, January.
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    More about this item

    Keywords

    Russian economy; coal mining regions; capital investment; technological innovation; innovation systems; resource dependency; cluster analysis.;
    All these keywords.

    JEL classification:

    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis

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