IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v11y2023i17p3704-d1227314.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/11/17/3704/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2227-7390/11/17/3704/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980.
    6. 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.
    7. 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.
    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.
    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. Claudia García-García & Catalina B. García-García & Román Salmerón, 2021. "Confronting collinearity in environmental regression models: evidence from world data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(3), pages 895-926, September.
    2. Ghosh, Soumya Kanti & Nath, Hiranya K., 2023. "What determines private and household savings in India?," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 639-651.
    3. Chudik, Alexander & Pesaran, M. Hashem, 2019. "Mean group estimation in presence of weakly cross-correlated estimators," Economics Letters, Elsevier, vol. 175(C), pages 101-105.
    4. Francisco Javier Forcadell & Fernando Úbeda, 2022. "Individual entrepreneurial orientation and performance: the mediating role of international entrepreneurship," International Entrepreneurship and Management Journal, Springer, vol. 18(2), pages 875-900, June.
    5. Emmanuel Anyigbah & Yusheng Kong & Bless Kofi Edziah & Ahotovi Thomas Ahoto & Wilhelmina Seyome Ahiaku, 2023. "Board Characteristics and Corporate Sustainability Reporting: Evidence from Chinese Listed Companies," Sustainability, MDPI, vol. 15(4), pages 1-26, February.
    6. Robertas Damaševičius, 2023. "From E-commerce to V-commerce: Understanding the Impact of Virtual Reality and Metaverse on Economic Activities," Journal of Information Economics, Anser Press, vol. 1(3), pages 55-79, October.
    7. Shuaibing Zhang & Kaixu Zhao & Shuoyang Ji & Yafang Guo & Fengqi Wu & Jingxian Liu & Fei Xie, 2022. "Evolution Characteristics, Eco-Environmental Response and Influencing Factors of Production-Living-Ecological Space in the Qinghai–Tibet Plateau," Land, MDPI, vol. 11(7), pages 1-26, July.
    8. Mark Harrison & Nikolaus Wolf, 2014. "The Frequency of Wars," World Scientific Book Chapters, in: THE ECONOMICS OF COERCION AND CONFLICT, chapter 5, pages 121-149, World Scientific Publishing Co. Pte. Ltd..
    9. Gani, Azmat & Scrimgeour, Frank, 2014. "Modeling governance and water pollution using the institutional ecological economic framework," Economic Modelling, Elsevier, vol. 42(C), pages 363-372.
    10. Bowei Guo & Giorgio Castagneto Gissey, 2019. "Cost Pass-through in the British Wholesale Electricity Market: Implications of Brexit and the ETS reform," Working Papers EPRG1937, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    11. Jean-Paul Fitoussi & Francesco Saraceno, 2013. "European economic governance: the Berlin–Washington Consensus," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 37(3), pages 479-496.
    12. Polemis, Michael & Tselekounis, Markos, 2019. "Does deregulation drive innovation intensity? Lessons learned from the OECD telecommunications sector," MPRA Paper 92770, University Library of Munich, Germany.
    13. Arestis, Philip & Ferreiro, Jesus & Gomez, Carmen, 2023. "Does employment protection legislation affect employment and unemployment?11We acknowledge the comments of an editor and an associate editor of the journal and three reviewers. Their suggestions and r," Economic Modelling, Elsevier, vol. 126(C).
    14. Arslan, Aslihan & Taylor, J.Edward, 2009. "Farmers' Subjective Valuation of Subsistence Crops: The Case of Traditional Maize in Mexico," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 91(4), pages 1-4, April.
    15. Peter Nunnenkamp & Rainer Thiele, 2013. "Financing for Development: The Gap between Words and Deeds since Monterrey," Development Policy Review, Overseas Development Institute, vol. 31(1), pages 75-98, January.
    16. Lyubimov, Ivan, 2016. "Corrupt bureaucrats, bad managers, and the slow race between education and technology," BOFIT Discussion Papers 12/2016, Bank of Finland Institute for Emerging Economies (BOFIT).
    17. Sabrina Auci & Laura Castellucci & Manuela Coromaldi, 2021. "How does public spending affect technical efficiency? Some evidence from 15 European countries," Bulletin of Economic Research, Wiley Blackwell, vol. 73(1), pages 108-130, January.
    18. Andrei A. Levchenko, 2013. "International Trade and Institutional Change," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(5), pages 1145-1181, October.
    19. Esparza Masana, Ricard & Fernández, Tatiana, 2019. "Monitoring S3: Key dimensions and implications," Evaluation and Program Planning, Elsevier, vol. 77(C).
    20. Elisa Cavatorta & Ron P. Smith, 2017. "Factor Models in Panels with Cross-sectional Dependence: An Application to the Extended SIPRI Military Expenditure Data," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(4), pages 437-456, July.

    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:gam:jmathe:v:11:y:2023:i:17:p:3704-:d:1227314. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.