Sustainable transformation of energy sector: Cluster analysis for the sustainable development strategies of selected European countries
Status PubMed-not-MEDLINE Jazyk angličtina Země Velká Británie, Anglie Médium electronic-ecollection
Typ dokumentu časopisecké články
PubMed
39430526
PubMed Central
PMC11490825
DOI
10.1016/j.heliyon.2024.e38930
PII: S2405-8440(24)14961-4
Knihovny.cz E-zdroje
- Klíčová slova
- Cluster analysis, Energy sector, Renewable energy, Sustainable transformation,
- Publikační typ
- časopisecké články MeSH
Implementing measures by the European countries within the framework of the ratification of the Paris Climate Agreement should ensure an enlarged share in energy production from alternative energy sources and the introduction of new alternative energy capacities, which would provide an annual decrease in carbon dioxide emissions growth rate, reduce anthropogenic pressure on the natural environment and the use of non-renewable natural resources while preserving biodiversity. This paper aims at forming a system of indicators of sustainable transformation of the energy sector and studying their influence on the policy of environmental-oriented development. The paper applies Ward's method for determining the optimal cluster number and discriminant analysis for checking which variables significantly influence the formation of countries' clusters. The six clusters of countries obtained describe the different features of decarbonisation and climate change mitigation policies. Using discriminant analysis helped to single out the most relevant indicators of the energy sector's transformation in the direction of its decarbonisation and climate change mitigation. The most significant indicators (energy efficiency, electricity production capacities for renewables and wastes, and share of energy from renewable sources) largely determine the pace and features of forming sustainable development strategies for the energy sector. By highlighting the relevant cluster groups in the study, their characteristic features, and ways of transformational processes in the energy sector were discovered. This enabled the authors to form specific directions for strengthening and activating the processes of decarbonisation of the energy sector and climate change mitigation. There outcomes can become the basis for further research and the formation of appropriate strategies for sustainable development and transformation of the energy sector. The results stemming from this study could help scholars and other affiliated persons determine future strategies for research for implementing Sustainable Development Goals 2030.
Department of Marketing Sumy State University 40007 Sumy Ukraine
Economic Cybernetics Department Sumy State University 40007 Sumy Ukraine
Zobrazit více v PubMed
International Energy Agency CO2 emissions in 2022. 2022. https://iea.blob.core.windows.net/assets/3c8fa115-35c4-4474-b237-1b00424c8844/CO2Emissionsin2022.pdf Retrieved from.
UNEP Emissions gap report 2022. 2022. https://www.unep.org/resources/emissions-gap-report-2022 Retrieved from.
Ritchie H., Rosado P., Roser M. CO₂ and greenhouse gas emissions. 2022. https://ourworldindata.org/co2-and-greenhouse-gas-emissions Retrieved from.
Irena. Renewable energy and jobs Annual review 2023. 2023. https://www.irena.org/Publications/2023/Sep/Renewable-energy-and-jobs-Annual-review-2023 Retrieved from.
REN21 Secretariat Renewables 2023 global status report. 2023. https://www.ren21.net/wp-content/uploads/2019/05/GSR2023_GlobalOverview_Full_Report_with_endnotes_web.pdf Retrieved from.
International Energy Agency World energy outlook 2022. 2022. https://iea.blob.core.windows.net/assets/830fe099-5530-48f2-a7c1-11f35d510983/WorldEnergyOutlook2022.pdf Retrieved from.
Irena Renewable Energy Statistics. 2022;2023 https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2022/Jul/IRENA_Renewable_energy_statistics_2022.pdf Retrieved from.
Chen Y., Ali F., Lyulyov O., Pimonenko T. Analysis of the interval difference and spatial effects of Chinese green economic progress. Energy Environ. 2023;34(8):3160–3186. doi: 10.1177/0958305X221120934. DOI
Kwilinski A., Lyulyov O., Pimonenko T., Dzwigol H., Abazov R., Pudryk D. International migration drivers: economic, environmental, social, and political effects. Sustainability. 2022;14(11):6413. doi: 10.3390/su14116413. DOI
Ziabina Y., Pimonenko T., Lyulyov O., Us Y., Proshkin D. Paper Presented at the E3S Web of Conferences. 2021. Evolutionary development of energy efficiency in the context of the national carbon-free economic development. DOI
Prykhodko A. The environmental footprint of e-commerce in modern conditions. Visnyk of Sumy State University. Economy Series. 2024;1:52–59. doi: 10.21272/1817-9215.2024.1-05. DOI
Vysochyna A., Samusevych Y., Starchenko L. Convergence trends of environmental taxation in european countries. Paper presented at the E3S Web of Conferences. 2020;202 doi: 10.1051/e3sconf/202020203031. DOI
Surya I.B.K., Kot S., Astawa I.P., Rihayana I.G., Arsha I.M.R.M. Unlocking sustainability through innovation: a green hr approach for hospitality industry. Virtual Economics. 2024;7(2):50–62.
Aliyeva A. Post-oil period in Azerbaijan: economic transformations, anti-inflation policy and innovations management. Marketing and Management of Innovations. 2022;2:268–283. doi: 10.21272/mmi.2022.2-24. DOI
Kwilinski A. E-Commerce and sustainable development in the European union: a comprehensive analysis of SDG2, SDG12, and SDG13. Forum Scientiae Oeconomia. 2023;11(3):87–107. doi: 10.23762/FSO_VOL11_NO3_5. DOI
Babenko V., Koniaieva Y., Yevchuk L., Dikan O., Tokmakova I., Korin M. Study of innovative susceptibility of low potentional energy technologies in Ukraine. Estud. Econ. Apl. 2020;38(4) doi: 10.25115/EEA.V38I4.4095. DOI
Kwilinski A., Lyulyov O., Pimonenko T. Environmental sustainability within attaining sustainable development goals: the role of digitalization and the transport sector. Sustainability. 2023;15 doi: 10.3390/su151411282. DOI
Vveinhardt J., Sroka W., Gvozd M. Employee procrastination in light of national cultural traits and corporate social responsibility. Forum Scientiae Oeconomia. 2023;11(3):145–158. doi: 10.23762/FSO_VOL11_NO3_8. DOI
Konovalyuk I., Brych V., Borysiak O., Mucha-Kuś K., Pavlenchyk N., Pavlenchyk A., Moskvyak Y., Kinelski G. Monitoring the integration of environmentally friendly technologies in business structures in the context of climate security. Forum Scientiae Oeconomia. 2023;11(2):161–174. doi: 10.23762/FSO_VOL11_NO2_8. DOI
Grytsyshen D. The economic and environmental consequences of emergency situations in the system of accounting objects. Economic Annals-XXI. 2015;7–8(1):113–118. http://ea21journal.world/index.php/ea-v152-28/
Ievdokymov V., Oliinyk O., Ksendzuk V., Sergiienko L. Circular economy as an alternative environment oriented economic concept for Ukraine. Ekonomista. 2018;(3):347–362. https://ekonomista.pte.pl/Circular-Economy-as-an-Alternative-Environment-Oriented-Economic-Concept-for-Ukraine,155532,0,2.html 2018-January.
Sulich A., Zema T. The green energy transition in Germany: a bibliometric study. Forum Scientiae Oeconomia. 2023;11(2):175–195. doi: 10.23762/FSO_VOL11_NO2_9. DOI
Hakhverdyan D., Shahinyan M. Competitiveness, innovation and productivity of the country. Marketing and Management of Innovations. 2022;1:108–123. doi: 10.21272/mmi.2022.1-08. DOI
Us Y., Pimonenko T., Lyulyov O. Energy efficiency profiles in developing the free-carbon economy: on the example of Ukraine and the V4 countries. Polityka Energetyczna – Energy Policy Journal. 2020;23(4):49–66. doi: 10.33223/epj/127397. DOI
Kwilinski A. The relationship between sustainable development and digital transformation: bibliometric analysis. Virtual Economics. 2023;6(3):56–69.
Acheampong S., Pimonenko T., Lyulyov O. Sustainable marketing performance of banks in the digital economy: the role of customer relationship management. Virtual Economics. 2023;6(1):19–37.
Moskalenko B., Lyulyov O., Pimonenko T., Kobushko I. Institutions' effect on a country's investment attractiveness within sustainable development. Virtual Economics. 2022;5(4):50–64.
Ziabina Y., Dzwigol-Barosz M. A country's green brand and the social responsibility of business. Virtual Economics. 2022;5(3):31–49.
Kholod A. Alternative energy as a driver of transformation processes in the energy sector. Visnyk of Sumy State University. Economy Series. 2024;1:17–26. doi: 10.21272/1817-9215.2024.1-02. DOI
Chen Y., Lyulyov O., Pimonenko T., Kwilinski A. Green development of the country: role of macroeconomic stability. Energy Environ. 2023;0(0) doi: 10.1177/0958305X231151679. DOI
Pimonenko T., Lyulyov O., Samusevych I., Us Y. National energy security: financial determinants. Financial and Credit Activity Problems of Theory and Practice. 2022;2(43):259–270. doi: 10.55643/fcaptp.2.43.2022.3733. DOI
Sotnyk I., Kurbatova T., Kubatko O., Baranchenko Y., Li R. vol. 280. 2021. The price for sustainable development of renewable energy sector: the case of Ukraine. (Paper Presented at the E3S Web of Conferences). DOI
Khalatur S., Dubovych O. Financial engineering of green finance as an element of environmental innovation management. Marketing and Management of Innovations. 2022;1:232–246. doi: 10.21272/mmi.2022.1-17. DOI
Kwilinski A., Lyulyov O., Pimonenko T. Reducing transport sector CO2 emissions patterns: environmental technologies and renewable energy. Journal of Open Innovation: Technology, Market, and Complexity. 2024 doi: 10.1016/j.joitmc.2024.100217. DOI
Taghizadeh-Hesary F., Dong K., Zhao C., Phoumin H. Can financial and economic means accelerate renewable energy growth in the climate change era? the case of China. Econ. Anal. Pol. 2023;78:730–743. doi: 10.1016/j.eap.2023.04.013. DOI
Munjer M.A., Hasan M.Z., Hossain M.K., Rahman M.F. The obstruction and advancement in sustainable energy sector to achieve SDG in Bangladesh. Sustainability. 2023;15(5) doi: 10.3390/su15053913. DOI
Sarpong F.A., Wang J., Cobbinah B.B., Makwetta J.J., Chen J. The drivers of energy efficiency improvement among nine selected west african countries: a two-stage DEA methodology. Energy Strategy Rev. 2022;43 doi: 10.1016/j.esr.2022.100910. DOI
Batac K.I.T., Collera A.A., Villanueva R.O., Agaton C.B. Decision support for investments in sustainable energy sources under uncertainties. Int. J. Renew. Energy Dev. 2022;11(3):801–814. doi: 10.14710/ijred.2022.45913. DOI
Zhou X., Chen S., Lu Z., Huang Y., Ma S., Zhao Q. Technology features of the new generation power system in China. [能源转型中我国新一代电力系统的技术特征] Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering. 2018;38(7):1893–1904. doi: 10.13334/j.0258-8013.pcsee.180067. DOI
Laimon M., Yusaf T., Mai T., Goh S., Alrefae W. A systems thinking approach to address sustainability challenges to the energy sector. International Journal of Thermofluids. 2022:15. doi: 10.1016/j.ijft.2022.100161. DOI
Ranjbari M., Shams Esfandabadi Z., Ferraris A., Quatraro F., Rehan M., Nizami A.-.…Tabatabaei M. Biofuel supply chain management in the circular economy transition: an inclusive knowledge map of the field. Chemosphere. 2022;296 doi: 10.1016/j.chemosphere.2022.133968. PubMed DOI
Croutzet A., Dabbous A. Do FinTech trigger renewable energy use? evidence from OECD countries. Renew. Energy. 2021;179:1608–1617. doi: 10.1016/j.renene.2021.07.144. DOI
Koirala B.P., Koliou E., Friege J., Hakvoort R.A., Herder P.M. Energetic communities for community energy: a review of key issues and trends shaping integrated community energy systems. Renew. Sustain. Energy Rev. 2016;56:722–744. doi: 10.1016/j.rser.2015.11.080. DOI
Nong D., Schandl H., Lu Y., Verikios G. Resource efficiency and climate change policies to support West Asia's move towards sustainability: a computable general equilibrium analysis of material flows. J. Clean. Prod. 2023;421
Kozlova M., Huhta K., Lohrmann A. The interface between support schemes for renewable energy and security of supply: reviewing capacity mechanisms and support schemes for renewable energy in Europe. Energy Pol. 2023;181 doi: 10.1016/j.enpol.2023.113707. DOI
Rajendran R., Krishnaswamy J., Subramaniam N. Dynamics of macro-economic factors for energy transition and its reviews - a conceptual framework for G7 countries. Renew. Sustain. Energy Rev. 2023;187 doi: 10.1016/j.rser.2023.113692. DOI
Europa (a) Eurostat; 2021. Production of Electricity with the Help of the Sun.https://ec.europa.eu/eurostat/databrowser/view/NRG_INF_EPCRW__custom_5259628/default/table Retrieved from.
Europa (b). Energy efficiency Eurostat. 2021 https://ec.europa.eu/eurostat/databrowser/view/NRG_IND_EFF/default/table?lang=en Retrieved from.
Europa (c) Indicator of the surface of solar collectors. Eurostat. 2021 https://ec.europa.eu/eurostat/databrowser/view/NRG_INF_STCS__custom_5259785/default/table Retrieved from.
Europa (d) Indicator of supply, processing and consumption of oil and oil products. Eurostat. 2021 https://ec.europa.eu/eurostat/databrowser/view/NRG_CB_OIL__custom_5259736/default/table Retrieved from.
Europa (e) Indicator of gas supply, transformation and consumption. Eurostat. 2021 https://ec.europa.eu/eurostat/databrowser/view/NRG_CB_GAS__custom_5259727/default/table Retrieved from.
Europa (f) Supply, conversion and consumption of solid fossil fuels. Eurostat. 2021 https://ec.europa.eu/eurostat/databrowser/view/NRG_CB_SFF__custom_5259710/default/table Retrieved from.
Europa (g) Share of energy from renewable sources. Eurostat. 2021 https://ec.europa.eu/eurostat/databrowser/view/NRG_IND_REN__custom_5462137/default/table?lang=en Retrieved from.
IEA . IEA; 2023. Weather for Energy Tracker.https://www.iea.org/data-and-statistics/data-product/weather-for-energy-tracker#data-sets Retrieved from.
Cramer J.S. The origins of logistic regression. Tinbergen Institute Working Paper No. 2002-119/4. 2002 doi: 10.2139/ssrn.360300. Retrieved from. DOI
Sturges H. The choice of a class-interval. J. Amer. Statist. Assoc. 1926;21:65–66.
Ward Joe H. Hierarchical grouping to optimize an objective function. J. Am. Stat. Assoc. 1963;58(301):236–244. doi: 10.2307/2282967.JSTOR2282967.MR0148188. DOI
Ponomarenko V., Maliarets L. 2009. Multidimensional Analysis of Socio-Economic Systems: A Study Guide; KNEU: Kharkiv, Ukraine; p. 384.http://repository.hneu.edu.ua/handle/123456789/3113 Available online:
Ghazinoori S., Roshani S., Hafezi R., Wood D.A. Bursting into the public eye: analyzing the development of renewable energy research interests. Renewable Energy Focus. 2023;47 doi: 10.1016/j.ref.2023.100496. DOI
Trivedi J., Chakraborty D., Nobanee H. Modelling the growth dynamics of sustainable renewable energy – flourishing green financing. Energy Pol. 2023;183 doi: 10.1016/j.enpol.2023.113846. DOI
Brodny J., Tutak M., Grebski W. Empirical assessment of the efficiency of Poland's energy transition process in the context of implementing the European union's energy policy. Energies. 2024;17:2689. doi: 10.3390/en17112689. DOI
Sulich A., Zema T. The green energy transition in Germany: a bibliometric study. Forum Scientiae Oeconomia. 2023;11(2):175–195. doi: 10.23762/FSO_VOL11_NO2_9. DOI