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Econometric Modeling of Creative Industries Concentration Process in the Siberian and the Urals Single-Industry Towns

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  • Irina S. Antonova

    (School of Engineering Entrepreneurship (Business School), Tomsk Polytechnic University, 30, Lenina Avenue, Tomsk 634050, Russia
    Graduate School of Economics and Management, Ural Federal University, 19, Mira Street, Ekaterinburg 620002, Russia)

  • Evgeny A. Pchelintsev

    (International Laboratory of Random Process Statistics and Quantitative Financial Analysis, Tomsk State University, 36, Lenina Avenue, Tomsk 634050, Russia)

Abstract

Creative industry is considered the driver of modern urban development. It raises the new wave of issues of re-industrialization policy in single-industry towns. Nevertheless, the algorithms of current mathematical modeling in regional economies are not complex enough, leaving out spatial errors and variety in models used. We present eight steps of econometric analysis, considering local-level data. For the research, a balanced data panel was formed for 38 single-industry towns in Siberia and the Urals in Russia, for the period of 2013–2017. For mathematical modeling of the process of concentration of creative industries in single-industry towns, first, we present the specific indices of concentration, variety, and spatial disparities. Then, we test the full list of possible models for the variables. Then, we evaluate the regional offset. We describe the sufficient F-test, Hausman test and Breusch–Pagan Lagrange multiplier tests, choosing the most appropriate model. Finally, we evaluate the spatial autorepression of residuals. This algorithm allows us prove the data period and identify the tendency of spatial heterogeneity growth. We assume it to be the growing spillover effect in creative industries. At the same time, despite the positive trend of decreasing concentration of creative industries in single-industry towns, mono-industry continues to have a meaningful impact on their development, which forms the basis of path dependence. In this regard, the main actor of development in towns is city-forming enterprise, through the tools of corporate social responsibility. In view of the latter, it is proposed to develop tools for corporate creative responsibility in single-industry organizations within cities and regions. Finally, the general concern about the growth of spatial differentiation at the level of cities and regions is not yet significant.

Suggested Citation

  • Irina S. Antonova & Evgeny A. Pchelintsev, 2023. "Econometric Modeling of Creative Industries Concentration Process in the Siberian and the Urals Single-Industry Towns," Mathematics, MDPI, vol. 11(17), pages 1-21, August.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:17:p:3704-:d:1227314
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    References listed on IDEAS

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    1. Rafael Boix Domenech & Blanca De Miguel Molina & Pau Rausell Köster, 2022. "The impact of cultural and creative industries on the wealth of countries, regions and municipalities," European Planning Studies, Taylor & Francis Journals, vol. 30(9), pages 1777-1797, September.
    2. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980.
    3. K. V. Averkieva & E. A. Denisov, 2022. "The North of Sverdlovsk Oblast: A System of Cities on the Edge of the Old-Developed Urals," Regional Research of Russia, Springer, vol. 12(1), pages 176-185, December.
    4. Titan Emilia & Voineagu Vergil & Todose Monica, 2008. "The Impact Of Cultural-Creative Industries On The Economic Growth - A Quantitative Approach," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 2(1), pages 930-935, May.
    5. Stephen Fortescue, 2022. "Territories of accelerated development: another case of policy failure in Russia?," Post-Communist Economies, Taylor & Francis Journals, vol. 34(2), pages 246-266, February.
    6. Zaheer Allam & Ayyoob Sharifi & Simon Elias Bibri & David Sydney Jones & John Krogstie, 2022. "The Metaverse as a Virtual Form of Smart Cities: Opportunities and Challenges for Environmental, Economic, and Social Sustainability in Urban Futures," Post-Print hal-03997438, HAL.
    7. Dani Rodrik, 2007. "Introductiion to One Economics, Many Recipes: Globalization, Institutions, and Economic Growth," Introductory Chapters, in: One Economics, Many Recipes: Globalization, Institutions, and Economic Growth, Princeton University Press.
    8. Lin Li & Kaixu Zhao & Xinyu Wang & Sidong Zhao & Xingguang Liu & Weiwei Li, 2022. "Spatio-Temporal Evolution and Driving Mechanism of Urbanization in Small Cities: Case Study from Guangxi," Land, MDPI, vol. 11(3), pages 1-34, March.
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