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The Ukrainian Economy Transformation into the Circular Based on Fuzzy-Logic Cluster Analysis

Author

Listed:
  • Myroslava Bublyk

    (Management and International Business Department, Lviv Polytechnic National University, S. Bandera Street 12, 79013 Lviv, Ukraine)

  • Agnieszka Kowalska-Styczeń

    (Faculty of Organization and Management, Silesian University of Technology, 26 Roosevelta Street, 41-800 Zabrze, Poland)

  • Vasyl Lytvyn

    (Information Systems and Networks Department, Lviv Polytechnic National University, S. Bandera Street 12, 79013 Lviv, Ukraine)

  • Victoria Vysotska

    (Information Systems and Networks Department, Lviv Polytechnic National University, S. Bandera Street 12, 79013 Lviv, Ukraine)

Abstract

In the era of limited resources and progressive environmental degradation, the circular economy is a practical application of sustainable development. It is an alternative, but also competitive way to achieve economic growth in accordance with the principles of sustainable development. This issue was considered in this paper in the context of the Ukrainian economy. The Ukrainian economy’s transformation into a circular one needs to find ways to choose practical tools for such a transition, considering the destructive impact of economic activities on the environment, population, and economy. The goal was to develop a method of choosing tools for the circular transformations of economic activities for each cluster and to reduce man-made damage to the environment. Cluster analysis, fuzzy C-means method, and grouping of economic activities were used. Two analyzed sectors turned out to be the most interesting: mining and quarrying, and electricity, gas, steam, and air conditioning supply, which were finally assigned to the cluster with a high level of destructive impact, defined as ‘environmentally unfriendly’. The proposed method allows the choice of circular transformation tools for economic activities depending on the destructive impact of these economic activities within each cluster.

Suggested Citation

  • Myroslava Bublyk & Agnieszka Kowalska-Styczeń & Vasyl Lytvyn & Victoria Vysotska, 2021. "The Ukrainian Economy Transformation into the Circular Based on Fuzzy-Logic Cluster Analysis," Energies, MDPI, vol. 14(18), pages 1-17, September.
    • Handle: RePEc:gam:jeners:v:14:y:2021:i:18:p:5951-:d:638926
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    References listed on IDEAS

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    1. Peter J. Boettke & Christopher J. Coyne & Peter T. Leeson, 2015. "Institutional stickiness and the New Development Economics," Chapters, in: Laura E. Grube & Virgil Henry Storr (ed.), Culture and Economic Action, chapter 6, pages 123-146, Edward Elgar Publishing.
    2. Newell, Richard G. & Pizer, William A. & Raimi, Daniel, 2019. "U.S. federal government subsidies for clean energy: Design choices and implications," Energy Economics, Elsevier, vol. 80(C), pages 831-841.
    3. Jolanta Telenga-Kopyczyńska & Izabela Jonek-Kowalska, 2021. "Algorithm for Selecting Best Available Techniques in Polish Coking Plants Supporting Multi-Criteria Investment Decisions in European Environmental Conditions," Energies, MDPI, vol. 14(9), pages 1-24, May.
    4. Richard Schmalensee & Robert N. Stavins, 2019. "Policy Evolution under the Clean Air Act," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 27-50, Fall.
    5. Iryna BURLAKOVA & Bohdan KOVALOV & Petr ŠAUER & Anton n DVOŘÁK, 2017. "Transformation Mechanisms of Transition to the Model of Green Economy in Ukraine," Journal of Advanced Research in Management, ASERS Publishing, vol. 8(5), pages 1029-1040.
    6. Wioletta Wierzbicka, 2020. "Socio-economic potential of cities belonging to the Polish National Cittaslow Network," Oeconomia Copernicana, Institute of Economic Research, vol. 11(1), pages 203-224, March.
    7. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    8. Oleksandr Yunin & Volodymyr Sevruk & Sergiy Pavlenko, 2018. "Priorities Of Economic Development Of Ukraine In The Context Of European Integration," Baltic Journal of Economic Studies, Publishing house "Baltija Publishing", vol. 4(3).
    9. Izabela Jonek-Kowalska & Marian Turek, 2017. "Dependence of Total Production Costs on Production and Infrastructure Parameters in the Polish Hard Coal Mining Industry," Energies, MDPI, vol. 10(10), pages 1-22, September.
    10. Shah, Syed Ale Raza & Naqvi, Syed Asif Ali & Riaz, Sabahat & Anwar, Sofia & Abbas, Nasir, 2020. "Nexus of biomass energy, key determinants of economic development and environment: A fresh evidence from Asia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    11. Bahorka, Mariia, 2019. "Formation of the ecological-economical management of ecologization of agrarian production," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 5(1), March.
    12. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    13. Tatiana Ponomarenko & Marina Nevskaya & Izabela Jonek-Kowalska, 2021. "Mineral Resource Depletion Assessment: Alternatives, Problems, Results," Sustainability, MDPI, vol. 13(2), pages 1-15, January.
    14. Juan Francisco De Negri & Simon Pezzutto & Sonia Gantioler & David Moser & Wolfram Sparber, 2020. "A Comprehensive Analysis of Public and Private Funding for Photovoltaics Research and Development in the European Union, Norway, and Turkey," Energies, MDPI, vol. 13(11), pages 1-23, May.
    15. Izabela Jonek-Kowalska, 2019. "Long-term Analysis of the Effects of Production Management in Coal Mining in Poland," Energies, MDPI, vol. 12(16), pages 1-13, August.
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    Cited by:

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    2. Wei Wang & Leonid Melnyk & Oleksandra Kubatko & Bohdan Kovalov & Luc Hens, 2023. "Economic and Technological Efficiency of Renewable Energy Technologies Implementation," Sustainability, MDPI, vol. 15(11), pages 1-19, May.
    3. Jonek-Kowalska, Izabela, 2022. "Towards the reduction of CO2 emissions. Paths of pro-ecological transformation of energy mixes in European countries with an above-average share of coal in energy consumption," Resources Policy, Elsevier, vol. 77(C).
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    5. Izabela Jonek-Kowalska & Sara Rupacz, 2023. "The Innovative Nature of Selected Polish Companies in the Energy Sector Compared to the Use of Renewable Energy Sources from a Financial and an Investor’s Perspective," Resources, MDPI, vol. 12(12), pages 1-19, December.

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