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Взаимосвязь Факторов Инновационной Деятельности На Примере Регионов Рф
[Interrelation of innovation activity factors on the example of Russian regions]

Author

Listed:
  • Golichenko, Oleg
  • Balycheva, Yulia

Abstract

The paper investigates the relationship between the factors of innovation activity, which determine to the greatest extent the scale of innovation product diffusion in regional markets. These factors are identified based on the training of linear regression and random forest models, for which the data of the Federal State Statistics Service for the period from 2000 to 2020 are used. Different ratios of factors allow us to identify innovative strategies and the regions most committed to them. In addition, the paper conducts trajectories of the regions' movement depending on the dynamics of the factors' change over time. It also considers the mutual influence of the highlighted main indicators on other characteristics of the innovation process at the regional level.

Suggested Citation

  • Golichenko, Oleg & Balycheva, Yulia, 2023. "Взаимосвязь Факторов Инновационной Деятельности На Примере Регионов Рф [Interrelation of innovation activity factors on the example of Russian regions]," MPRA Paper 119316, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:119316
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    References listed on IDEAS

    as
    1. Cooke, Philip, 2001. "Regional Innovation Systems, Clusters, and the Knowledge Economy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 945-974, December.
    2. Pierre Delvenne & François Thoreau, 2017. "Dancing without listening to the music: learning from some failures of the ‘national innovation systems’ in Latin America," Chapters, in: Stefan Kuhlmann & Gonzalo Ordóñez-Matamoros (ed.), Research Handbook on Innovation Governance for Emerging Economies, chapter 1, pages 37-58, Edward Elgar Publishing.
    3. Haddad, Christian & Benner, Maximilian, 2021. "Situating innovation policy in Mediterranean Arab countries: A research agenda for context sensitivity," Research Policy, Elsevier, vol. 50(7).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    innovation; innovation process; innovation trajectory;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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