IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i19p7916-d418810.html
   My bibliography  Save this article

Changes in Energy Supplies in the Countries of the Visegrad Group

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/19/7916/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/19/7916/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Anelí Bongers, 2020. "The Environmental Kuznets Curve and the Energy Mix: A Structural Estimation," Energies, MDPI, vol. 13(10), pages 1-21, May.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bartłomiej Bajan & Joanna Łukasiewicz & Aldona Mrówczyńska-Kamińska, 2021. "Energy Consumption and Its Structures in Food Production Systems of the Visegrad Group Countries Compared with EU-15 Countries," Energies, MDPI, vol. 14(13), pages 1-24, July.
    2. Elżbieta Kacperska & Katarzyna Łukasiewicz & Piotr Pietrzak, 2021. "Use of Renewable Energy Sources in the European Union and the Visegrad Group Countries—Results of Cluster Analysis," Energies, MDPI, vol. 14(18), pages 1-17, September.
    3. Michał Gostkowski & Tomasz Rokicki & Luiza Ochnio & Grzegorz Koszela & Kamil Wojtczuk & Marcin Ratajczak & Hubert Szczepaniuk & Piotr Bórawski & Aneta Bełdycka-Bórawska, 2021. "Clustering Analysis of Energy Consumption in the Countries of the Visegrad Group," Energies, MDPI, vol. 14(18), pages 1-25, September.
    4. Tomasz Rokicki & Piotr Bórawski & Barbara Gradziuk & Piotr Gradziuk & Aldona Mrówczyńska-Kamińska & Joanna Kozak & Danuta Jolanta Guzal-Dec & Kamil Wojtczuk, 2021. "Differentiation and Changes of Household Electricity Prices in EU Countries," Energies, MDPI, vol. 14(21), pages 1-21, October.
    5. Adam Sulich & Letycja Sołoducho-Pelc, 2021. "Renewable Energy Producers’ Strategies in the Visegrád Group Countries," Energies, MDPI, vol. 14(11), pages 1-21, May.
    6. Tomasz Rokicki & Radosław Jadczak & Adam Kucharski & Piotr Bórawski & Aneta Bełdycka-Bórawska & András Szeberényi & Aleksandra Perkowska, 2022. "Changes in Energy Consumption and Energy Intensity in EU Countries as a Result of the COVID-19 Pandemic by Sector and Area Economy," Energies, MDPI, vol. 15(17), pages 1-26, August.
    7. Mohammad Fazle Rabbi & József Popp & Domicián Máté & Sándor Kovács, 2022. "Energy Security and Energy Transition to Achieve Carbon Neutrality," Energies, MDPI, vol. 15(21), pages 1-18, October.
    8. Bogdan Klepacki & Barbara Kusto & Piotr Bórawski & Aneta Bełdycka-Bórawska & Konrad Michalski & Aleksandra Perkowska & Tomasz Rokicki, 2021. "Investments in Renewable Energy Sources in Basic Units of Local Government in Rural Areas," Energies, MDPI, vol. 14(11), pages 1-17, May.
    9. Tomasz Rokicki & Grzegorz Koszela & Luiza Ochnio & Kamil Wojtczuk & Marcin Ratajczak & Hubert Szczepaniuk & Konrad Michalski & Piotr Bórawski & Aneta Bełdycka-Bórawska, 2021. "Diversity and Changes in Energy Consumption by Transport in EU Countries," Energies, MDPI, vol. 14(17), pages 1-21, August.
    10. Adam Zając & Rafał Balina & Dariusz Kowalski, 2023. "Financial and Economic Stability of Energy Sector Enterprises as a Condition for Poland’s Energy Security—Legal and Economic Aspects," Energies, MDPI, vol. 16(3), pages 1-12, February.
    11. Xiaoqing Huang & Xiaoyong Lu & Yuqi Sun & Jingui Yao & Wenxing Zhu, 2022. "A Comprehensive Performance Evaluation of Chinese Energy Supply Chain under “Double-Carbon” Goals Based on AHP and Three-Stage DEA," Sustainability, MDPI, vol. 14(16), pages 1-19, August.
    12. Krystyna Gomółka & Piotr Kasprzak, 2022. "Household Ability of Expenditures on Electricity and Energy Resources in the Countries That Joined the EU after 2004," Energies, MDPI, vol. 15(9), pages 1-21, April.
    13. Tomasz Rokicki & Aleksandra Perkowska & Bogdan Klepacki & Piotr Bórawski & Aneta Bełdycka-Bórawska & Konrad Michalski, 2021. "Changes in Energy Consumption in Agriculture in the EU Countries," Energies, MDPI, vol. 14(6), pages 1-21, March.
    14. Tomasz Rokicki & Marcin Ratajczak & Piotr Bórawski & Aneta Bełdycka-Bórawska & Barbara Gradziuk & Piotr Gradziuk & Agnieszka Siedlecka, 2021. "Energy Self-Subsistence of Agriculture in EU Countries," Energies, MDPI, vol. 14(11), pages 1-22, May.
    15. Jacek Brożyna & Wadim Strielkowski & Aleš Zpěvák, 2023. "Evaluating the Chances of Implementing the “Fit for 55” Green Transition Package in the V4 Countries," Energies, MDPI, vol. 16(6), pages 1-17, March.
    16. Tomasz Rokicki & Piotr Bórawski & András Szeberényi, 2023. "The Impact of the 2020–2022 Crises on EU Countries’ Independence from Energy Imports, Particularly from Russia," Energies, MDPI, vol. 16(18), pages 1-26, September.

    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. Daniela Nicoleta Sahlian & Adriana Florina Popa & Raluca Florentina Creţu, 2021. "Does the Increase in Renewable Energy Influence GDP Growth? An EU-28 Analysis," Energies, MDPI, vol. 14(16), pages 1-16, August.
    2. Shahbaz, Muhammad & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Jiao, Zhilun & Vo, Xuan Vinh, 2020. "The effect of renewable energy consumption on economic growth: Evidence from the renewable energy country attractive index," Energy, Elsevier, vol. 207(C).
    3. 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.
    4. Matsumoto, Ken’ichi & Shiraki, Hiroto, 2018. "Energy security performance in Japan under different socioeconomic and energy conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 391-401.
    5. Bartłomiej Bajan & Joanna Łukasiewicz & Aldona Mrówczyńska-Kamińska, 2021. "Energy Consumption and Its Structures in Food Production Systems of the Visegrad Group Countries Compared with EU-15 Countries," Energies, MDPI, vol. 14(13), pages 1-24, July.
    6. Kassim, Fatima & Isik, Abdurrahman, 2020. "The link between energy consumption and economic growth: Evidence from transition economies (1985-2017)," MPRA Paper 101601, University Library of Munich, Germany.
    7. Wan-Jiun Chen, 2022. "Toward Sustainability: Dynamics of Total Carbon Dioxide Emissions, Aggregate Income, Non-Renewable Energy, and Renewable Power," Sustainability, MDPI, vol. 14(5), pages 1-27, February.
    8. Evgeny Lisin & Wadim Strielkowski & Veronika Chernova & Alena Fomina, 2018. "Assessment of the Territorial Energy Security in the Context of Energy Systems Integration," Energies, MDPI, vol. 11(12), pages 1-14, November.
    9. Ioannidis, Alexis & Chalvatzis, Konstantinos J. & Li, Xin & Notton, Gilles & Stephanides, Phedeas, 2019. "The case for islands’ energy vulnerability: Electricity supply diversity in 44 global islands," Renewable Energy, Elsevier, vol. 143(C), pages 440-452.
    10. Mihaela Simionescu & Yuriy Bilan & Emília Krajňáková & Dalia Streimikiene & Stanisław Gędek, 2019. "Renewable Energy in the Electricity Sector and GDP per Capita in the European Union," Energies, MDPI, vol. 12(13), pages 1-15, June.
    11. Chica-Olmo, Jorge & Sari-Hassoun, Salaheddine & Moya-Fernández, Pablo, 2020. "Spatial relationship between economic growth and renewable energy consumption in 26 European countries," Energy Economics, Elsevier, vol. 92(C).
    12. Sutrisno, Aziiz & Nomaler, Ӧnder & Alkemade, Floor, 2021. "Has the global expansion of energy markets truly improved energy security?," Energy Policy, Elsevier, vol. 148(PA).
    13. Filimonova Irina Viktorovna & Nemov Vasily Yurievich & Provornaya Irina Viktorovna & Ozhogova Lyubov Mikhailovna, 2021. "Impact of Renewable Energy Sources Consumption on Economic Growth in Europe and Asia-Pacific Region," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 270-278.
    14. Chang, Chiu-Lan & Fang, Ming, 2022. "Renewable energy-led growth hypothesis: New insights from BRICS and N-11 economies," Renewable Energy, Elsevier, vol. 188(C), pages 788-800.
    15. Tutak, Magdalena & Brodny, Jarosław, 2022. "Analysis of the level of energy security in the three seas initiative countries," Applied Energy, Elsevier, vol. 311(C).
    16. Zhang, Long & Bai, Wuliyasu & Xiao, Huijuan & Ren, Jingzheng, 2021. "Measuring and improving regional energy security: A methodological framework based on both quantitative and qualitative analysis," Energy, Elsevier, vol. 227(C).
    17. Silviu Nate & Yuriy Bilan & Danylo Cherevatskyi & Ganna Kharlamova & Oleksandr Lyakh & Agnieszka Wosiak, 2021. "The Impact of Energy Consumption on the Three Pillars of Sustainable Development," Energies, MDPI, vol. 14(5), pages 1-20, March.
    18. Tenaw, Dagmawe, 2022. "Do traditional energy dependence, income, and education matter in the dynamic linkage between clean energy transition and economic growth in sub-Saharan Africa?," Renewable Energy, Elsevier, vol. 193(C), pages 204-213.
    19. Jarosław Brodny & Magdalena Tutak & Peter Bindzár, 2021. "Assessing the Level of Renewable Energy Development in the European Union Member States. A 10-Year Perspective," Energies, MDPI, vol. 14(13), pages 1-38, June.
    20. Wai-Ming To & Peter K. C. Lee & Antonio K. W. Lau, 2021. "Economic and Environmental Changes in Shenzhen—A Technology Hub in Southern China," Sustainability, MDPI, vol. 13(10), pages 1-17, May.

    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:jsusta:v:12:y:2020:i:19:p:7916-:d:418810. 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.