IDEAS home Printed from https://ideas.repec.org/a/url/izvest/v21y2020i1p89-106.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://jne.usue.ru/images/download/86/5.pdf
    Download Restriction: no
    File URL: http://jne.usue.ru/ru/2020/846
    Download Restriction: no
    File URL: https://libkey.io/10.29141/2658-5081-2020-21-1-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. Richard Auty & Nicola Pontara, 2008. "A Dual-track Strategy for Managing Mauritania's Projected Oil Rent," Development Policy Review, Overseas Development Institute, vol. 26(1), pages 59-77, January.
    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, Decembrie.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nigam, Nirjhar & Benetti, Cristiane & Johan, Sofia A., 2020. "Digital start-up access to venture capital financing: What signals quality?," Emerging Markets Review, Elsevier, vol. 45(C).
    2. László Szerb & Raquel Ortega-Argilés & Zoltán à cs & Alicia Coduras, 2012. "The examination of the regional level entrepreneurship: The Spanish case," ERSA conference papers ersa12p781, European Regional Science Association.
    3. Lucas, David & Boudreaux, Christopher, 2018. "Federal Regulation, Job Creation, and the Moderating Effect of State Economic Freedom," MPRA Paper 92593, University Library of Munich, Germany.
    4. David S. Lucas & Christopher J. Boudreaux, 2019. "The Interdependence of Hierarchical Institutions: Federal Regulation, Job Creation, and the Moderating Effect of State Economic Freedom," Papers 1903.02924, arXiv.org.
    5. Jorge Juliao Rossi, Julia Pineda Acero, Fernando Barrios Aguirre, 2016. "Contraste entre los determinantes de la inversión en I&D y del registro de patentes en sectores industriales de Colombia," Revista CIFE, Universidad Santo Tomás, March.
    6. Bologna, Jamie, 2014. "A Spatial Analysis of Entrepreneurship and Institutional Quality: Evidence from U.S. Metropolitan Areas," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 44(2).
    7. Ranjana Raghunathan, 2022. "Everyday Intimacies and Inter-Ethnic Relationships: Tracing Entanglements of Gender and Race in Multicultural Singapore," Sociological Research Online, , vol. 27(1), pages 77-94, March.
    8. Balint, T. & Lamperti, F. & Mandel, A. & Napoletano, M. & Roventini, A. & Sapio, A., 2017. "Complexity and the Economics of Climate Change: A Survey and a Look Forward," Ecological Economics, Elsevier, vol. 138(C), pages 252-265.
    9. Lamperti, Francesco & Bosetti, Valentina & Roventini, Andrea & Tavoni, Massimo & Treibich, Tania, 2021. "Three green financial policies to address climate risks," Journal of Financial Stability, Elsevier, vol. 54(C).
    10. Albert N. Link & John T. Scott, 2013. "Employment growth from public support of innovation in small firms," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 3, pages 41-64, Edward Elgar Publishing.
    11. Songsore, Emmanuel & Buzzelli, Michael, 2014. "Social responses to wind energy development in Ontario: The influence of health risk perceptions and associated concerns," Energy Policy, Elsevier, vol. 69(C), pages 285-296.
    12. José Neves Cruz, 2013. "Is white-collar crime a form of entrepreneurship?," OBEGEF Working Papers 022, OBEGEF - Observatório de Economia e Gestão de Fraude;OBEGEF Working Papers on Fraud and Corruption.
    13. Adu-Gyamfi, Richard & Kuada, John & Asongu, Simplice, 2018. "An Integrative Framework for Entrepreneurship Research in Africa," MPRA Paper 89133, University Library of Munich, Germany.
    14. Tapsuwan, Sorada & Polyakov, Maksym & Bark, Rosalind & Nolan, Martin, 2015. "Valuing the Barmah–Millewa Forest and in stream river flows: A spatial heteroskedasticity and autocorrelation consistent (SHAC) approach," Ecological Economics, Elsevier, vol. 110(C), pages 98-105.
    15. Omar Al-Ubaydli & John List & Claire Mackevicius & Min Sok Lee & Dana Suskind, 2019. "How Can Experiments Play a Greater Role in Public Policy? 12 Proposals from an Economic Model of Scaling," Artefactual Field Experiments 00679, The Field Experiments Website.
    16. Nepomuceno, Marcelo Vinhal & Laroche, Michel, 2015. "The impact of materialism and anti-consumption lifestyles on personal debt and account balances," Journal of Business Research, Elsevier, vol. 68(3), pages 654-664.
    17. Vanessa CASADELLA, 2014. "Systèmes d’innovation du Sud, transfert technologique et capacités d’apprentissage [Innovation Systems From The South, Technological Transfer And Leaning Capabilities]," Working Papers 38, Réseau de Recherche sur l’Innovation. / Research Network on Innovation.
    18. Bertschek, Irene & Kesler, Reinhold, 2022. "Let the user speak: Is feedback on Facebook a source of firms’ innovation?," Information Economics and Policy, Elsevier, vol. 60(C).
    19. Avelino, Flor & Wittmayer, Julia M. & Pel, Bonno & Weaver, Paul & Dumitru, Adina & Haxeltine, Alex & Kemp, René & Jørgensen, Michael S. & Bauler, Tom & Ruijsink, Saskia & O'Riordan, Tim, 2019. "Transformative social innovation and (dis)empowerment," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 195-206.
    20. Gigi Foster, 2020. "The behavioural economics of government responses to COVID-19," Journal of Behavioral Economics for Policy, Society for the Advancement of Behavioral Economics (SABE), vol. 4(S3), pages 11-43, December.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:url:izvest:v:21:y:2020:i:1:p:89-106. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Victor Blaginin (email available below). General contact details of provider: https://edirc.repec.org/data/usueeru.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.