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Changes in Energy Supplies in the Countries of the Visegrad Group

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  • Tomasz Rokicki

    (Institute of Economics and Finance, Warsaw University of Life Sciences, Nowoursynowska St. 166, 02-787 Warsaw, Poland)

  • Aleksandra Perkowska

    (Institute of Economics and Finance, Warsaw University of Life Sciences, Nowoursynowska St. 166, 02-787 Warsaw, Poland)

Abstract

The main purpose of the work is to identify and present the current situation and changes in the volume of energy supplies in the countries of the Visegrad Group. The specific objectives of the article are to determine the degree of concentration of energy supply sources in the countries of the Visegrad Group, the directions of their changes, types of energy used and changes in this area, establishing the correlation between the volume of energy supplies and changes in the economic situation in V4 countries. The period of research covers the years 1990–2018. The sources of materials were the literature on the subject, with the data from Eurostat. The following methods were used for the analysis and presentation of materials: descriptive, tabular, graphical, dynamics indicators with a constant basis; Gini concentration coefficient; concentration analysis using the Lorenz curve; coefficient of variation; Pearson’s linear correlation coefficient. It was found that, of a high concentration of energy supplies from one or more sources in all countries of the Visegrad Group, the largest was in Poland and the lowest were in Hungary and the Czech Republic. In each of these countries, the economy was transforming and there was also a gradual diversification of energy sources.

Suggested Citation

  • Tomasz Rokicki & Aleksandra Perkowska, 2020. "Changes in Energy Supplies in the Countries of the Visegrad Group," Sustainability, MDPI, vol. 12(19), pages 1-17, September.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:19:p:7916-:d:418810
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    as
    1. Nicholas Apergis & Dan Constantin Danuletiu, 2014. "Renewable Energy and Economic Growth: Evidence from the Sign of Panel Long-Run Causality," International Journal of Energy Economics and Policy, Econjournals, vol. 4(4), pages 578-587.
    2. Noah Kittner & Felix Lill & Daniel M. Kammen, 2017. "Energy storage deployment and innovation for the clean energy transition," Nature Energy, Nature, vol. 2(9), pages 1-6, September.
    3. Bompard, E. & Carpignano, A. & Erriquez, M. & Grosso, D. & Pession, M. & Profumo, F., 2017. "National energy security assessment in a geopolitical perspective," Energy, Elsevier, vol. 130(C), pages 144-154.
    4. Yannick Perez & Tahamina Khanam & Abul Rahman & Blas Mola-Yudego & Paavo Pelkonen & Jouni Pykäläinen, 2017. "Achievable or unbelievable? Expert perceptions of the European Union targets for emissions, renewables, and efficiency," Post-Print hal-01660220, HAL.
    5. Le Coq, Chloé & Paltseva, Elena, 2009. "Measuring the security of external energy supply in the European Union," Energy Policy, Elsevier, vol. 37(11), pages 4474-4481, November.
    6. Yu Hao & Zirui Huang & Haitao Wu, 2019. "Do Carbon Emissions and Economic Growth Decouple in China? An Empirical Analysis Based on Provincial Panel Data," Energies, MDPI, vol. 12(12), pages 1-15, June.
    7. Chang, Tsangyao & Gupta, Rangan & Inglesi-Lotz, Roula & Simo-Kengne, Beatrice & Smithers, Devon & Trembling, Amy, 2015. "Renewable energy and growth: Evidence from heterogeneous panel of G7 countries using Granger causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1405-1412.
    8. Vo, D.H. & Nguyen, H.M. & Vo, A.T. & McAleer, M.J., 2019. "CO2 Emissions, Energy Consumption and Economic Growth," Econometric Institute Research Papers EI2019-11, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    9. Stamatios Ntanos & Michalis Skordoulis & Grigorios Kyriakopoulos & Garyfallos Arabatzis & Miltiadis Chalikias & Spyros Galatsidas & Athanasios Batzios & Apostolia Katsarou, 2018. "Renewable Energy and Economic Growth: Evidence from European Countries," Sustainability, MDPI, vol. 10(8), pages 1-13, July.
    10. Anelí Bongers, 2020. "The Environmental Kuznets Curve and the Energy Mix: A Structural Estimation," Energies, MDPI, vol. 13(10), pages 1-21, May.
    11. Tetyana Vasylieva & Oleksii Lyulyov & Yuriy Bilan & Dalia Streimikiene, 2019. "Sustainable Economic Development and Greenhouse Gas Emissions: The Dynamic Impact of Renewable Energy Consumption, GDP, and Corruption," Energies, MDPI, vol. 12(17), pages 1-12, August.
    12. Sagar, Ambuj D. & van der Zwaan, Bob, 2006. "Technological innovation in the energy sector: R&D, deployment, and learning-by-doing," Energy Policy, Elsevier, vol. 34(17), pages 2601-2608, November.
    13. Carolina Jimenez & Luis Moncada & Diego Ochoa-Jimenez & Wilman-Santiago Ochoa-Moreno, 2019. "Kuznets Environmental Curve for Ecuador: An Analysis of the Impact of Economic Growth on the Environment," Sustainability, MDPI, vol. 11(21), pages 1-11, October.
    14. Kamel Almutairi & Greg Thoma & Alvaro Durand-Morat, 2018. "Ex-Ante Analysis of Economic, Social and Environmental Impacts of Large-Scale Renewable and Nuclear Energy Targets for Global Electricity Generation by 2030," Sustainability, MDPI, vol. 10(8), pages 1-25, August.
    15. Thollander, Patrik & Kimura, Osamu & Wakabayashi, Masayo & Rohdin, Patrik, 2015. "A review of industrial energy and climate policies in Japan and Sweden with emphasis towards SMEs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 504-512.
    16. Tijjani Musa Adamu & Ihtisham ul Haq & Muhammad Shafiq, 2019. "Analyzing the Impact of Energy, Export Variety, and FDI on Environmental Degradation in the Context of Environmental Kuznets Curve Hypothesis: A Case Study of India," Energies, MDPI, vol. 12(6), pages 1-18, March.
    17. Chalvatzis, Konstantinos J. & Ioannidis, Alexis, 2017. "Energy supply security in the EU: Benchmarking diversity and dependence of primary energy," Applied Energy, Elsevier, vol. 207(C), pages 465-476.
    18. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    19. Natàlia Caldés & Pablo Del Río & Yolanda Lechón & Agime Gerbeti, 2018. "Renewable Energy Cooperation in Europe: What Next? Drivers and Barriers to the Use of Cooperation Mechanisms," Energies, MDPI, vol. 12(1), pages 1-22, December.
    20. Ebrahimi, Mehri & Rahmani, Donya, 2019. "A five-dimensional approach to sustainability for prioritizing energy production systems using a revised GRA method: A case study," Renewable Energy, Elsevier, vol. 135(C), pages 345-354.
    21. Handayani, Kamia & Krozer, Yoram & Filatova, Tatiana, 2019. "From fossil fuels to renewables: An analysis of long-term scenarios considering technological learning," Energy Policy, Elsevier, vol. 127(C), pages 134-146.
    22. Gianluca Fulli & Marcelo Masera & Catalin Felix Covrig & Francesco Profumo & Ettore Bompard & Tao Huang, 2017. "The EU Electricity Security Decision-Analytic Framework: Status and Perspective Developments," Energies, MDPI, vol. 10(4), pages 1-20, March.
    23. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Does Renewable Energy Drive Sustainable Economic Growth? Multivariate Panel Data Evidence for EU-28 Countries," Energies, MDPI, vol. 10(3), pages 1-21, March.
    24. Priscilla Massa-Sánchez & Luis Quintana-Romero & Ronny Correa-Quezada & María de la Cruz del Río-Rama, 2020. "Empirical Evidence in Ecuador between Economic Growth and Environmental Deterioration," Sustainability, MDPI, vol. 12(3), pages 1-20, January.
    25. Steve Thomas, 2019. "The UK National Energy and Climate Plan," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 0(1), pages 173-179.
    26. Mun Mun Ahmed & Koji Shimada, 2019. "The Effect of Renewable Energy Consumption on Sustainable Economic Development: Evidence from Emerging and Developing Economies," Energies, MDPI, vol. 12(15), pages 1-15, July.
    27. Yuriy Bilan & Dalia Streimikiene & Tetyana Vasylieva & Oleksii Lyulyov & Tetyana Pimonenko & Anatolii Pavlyk, 2019. "Linking between Renewable Energy, CO 2 Emissions, and Economic Growth: Challenges for Candidates and Potential Candidates for the EU Membership," Sustainability, MDPI, vol. 11(6), pages 1-16, March.
    28. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    29. Serhiy Lyeonov & Tetyana Pimonenko & Yuriy Bilan & Dalia Štreimikienė & Grzegorz Mentel, 2019. "Assessment of Green Investments’ Impact on Sustainable Development: Linking Gross Domestic Product Per Capita, Greenhouse Gas Emissions and Renewable Energy," Energies, MDPI, vol. 12(20), pages 1-12, October.
    30. Kruyt, Bert & van Vuuren, D.P. & de Vries, H.J.M. & Groenenberg, H., 2009. "Indicators for energy security," Energy Policy, Elsevier, vol. 37(6), pages 2166-2181, June.
    31. Marius-Corneliu Marinaș & Marin Dinu & Aura-Gabriela Socol & Cristian Socol, 2018. "Renewable energy consumption and economic growth. Causality relationship in Central and Eastern European countries," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-29, October.
    32. Mihaela Simionescu & Wadim Strielkowski & Manuela Tvaronavičienė, 2020. "Renewable Energy in Final Energy Consumption and Income in the EU-28 Countries," Energies, MDPI, vol. 13(9), pages 1-18, May.
    33. Siksnelyte, Indre & Zavadskas, Edmundas Kazimieras & Bausys, Romualdas & Streimikiene, Dalia, 2019. "Implementation of EU energy policy priorities in the Baltic Sea Region countries: Sustainability assessment based on neutrosophic MULTIMOORA method," Energy Policy, Elsevier, vol. 125(C), pages 90-102.
    34. Andy Stirling, 2014. "Transforming Power: social science and the politics of energy choices," SPRU Working Paper Series 2014-03, SPRU - Science Policy Research Unit, University of Sussex Business School.
    35. Mihail Busu, 2019. "The Role of Renewables in a Low-Carbon Society: Evidence from a Multivariate Panel Data Analysis at the EU Level," Sustainability, MDPI, vol. 11(19), pages 1-16, September.
    36. Inglesi-Lotz, Roula, 2016. "The impact of renewable energy consumption to economic growth: A panel data application," Energy Economics, Elsevier, vol. 53(C), pages 58-63.
    37. Andrew Cottey, 1999. "The Visegrad Group and Beyond: Security Cooperation in Central Europe," Palgrave Macmillan Books, in: Andrew Cottey (ed.), Subregional Cooperation in the New Europe, chapter 5, pages 69-89, Palgrave Macmillan.
    38. Reboredo, Juan C., 2015. "Renewable energy contribution to the energy supply: Is there convergence across countries?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 290-295.
    39. Romeo-Victor Ionescu & Luminita-Maria Filip, 2017. "Europe 2020 Strategy vs Global Environment Protection’s Challenge," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 13(5), pages 222-235, OCTOBER.
    40. Ang, B.W. & Choong, W.L. & Ng, T.S., 2015. "Energy security: Definitions, dimensions and indexes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1077-1093.
    41. Mihaela Sterpu & Georgeta Soava & Anca Mehedintu, 2018. "Impact of Economic Growth and Energy Consumption on Greenhouse Gas Emissions: Testing Environmental Curves Hypotheses on EU Countries," Sustainability, MDPI, vol. 10(9), pages 1-14, September.
    42. Anh The Vo & Duc Hong Vo & Quan Thai-Thuong Le, 2019. "CO 2 Emissions, Energy Consumption, and Economic Growth: New Evidence in the ASEAN Countries," JRFM, MDPI, vol. 12(3), pages 1-20, September.
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