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SDG7 and renewable energy consumption: The influence of energy sources

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  • Estevão, João
  • Lopes, José Dias

Abstract

The transition to renewable energy poses a significant contemporary challenge. To address this, understanding the determinants of this transition is pivotal. This study examines renewable energy consumption in the Eurozone from 2000 to 2019 using panel data analysis and the Driscoll-Kraay technique with time-fixed effects. Two models test: one with aggregated energy production data and another with disaggregated data. Confirming existing literature, a strong inverse association emerges between GDP and renewable energy consumption. A negative relationship arises between Foreign Direct Investment (FDI), energy imports, and renewable energy consumption. Moreover, a direct, robust correlation exists between R&D expenditure and renewable energy consumption. When comparing the two models, the consumption of renewable energy shows a significant association with both the overall volume of electricity production and volumes differentiated by energy sources. Notably, the relationship proves more pronounced in the disaggregated data model. Disaggregated data by energy type provides higher explanatory power, underscoring its value for future studies. Consequently, this study underscores the heightened accuracy and reliability of using disaggregated energy production data in understanding the renewable energy transition.

Suggested Citation

  • Estevão, João & Lopes, José Dias, 2024. "SDG7 and renewable energy consumption: The influence of energy sources," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    • Handle: RePEc:eee:tefoso:v:198:y:2024:i:c:s0040162523006893
    DOI: 10.1016/j.techfore.2023.123004
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    as
    1. Wong, Siang Leng & Chang, Youngho & Chia, Wai-Mun, 2013. "Energy consumption, energy R&D and real GDP in OECD countries with and without oil reserves," Energy Economics, Elsevier, vol. 40(C), pages 51-60.
    2. Ken Oshiro & Mikiko Kainuma & Toshihiko Masui, 2016. "Assessing decarbonization pathways and their implications for energy security policies in Japan," Climate Policy, Taylor & Francis Journals, vol. 16(sup1), pages 63-77, June.
    3. Amri, Fethi, 2016. "The relationship amongst energy consumption, foreign direct investment and output in developed and developing Countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 694-702.
    4. Zafar, Muhammad Wasif & Shahbaz, Muhammad & Sinha, Avik & Sengupta, Tuhin & Qin, Quande, 2020. "How Renewable Energy Consumption Contribute to Environmental Quality? The Role of Education in OECD Countries," MPRA Paper 100259, University Library of Munich, Germany, revised 08 May 2020.
    5. Christine Sturm, 2022. "Between a rock and a hard place: European energy policy and complexity in the wake of the Ukraine war," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(4), pages 835-878, December.
    6. Ahmed Samour & M. Mine Baskaya & Turgut Tursoy, 2022. "The Impact of Financial Development and FDI on Renewable Energy in the UAE: A Path towards Sustainable Development," Sustainability, MDPI, vol. 14(3), pages 1-14, January.
    7. Dingru, Liu & Onifade, Stephen Taiwo & Ramzan, Muhammad & AL-Faryan, Mamdouh Abdulaziz Saleh, 2023. "Environmental perspectives on the impacts of trade and natural resources on renewable energy utilization in Sub-Sahara Africa: Accounting for FDI, income, and urbanization trends," Resources Policy, Elsevier, vol. 80(C).
    8. Menanteau, Philippe & Finon, Dominique & Lamy, Marie-Laure, 2003. "Prices versus quantities: choosing policies for promoting the development of renewable energy," Energy Policy, Elsevier, vol. 31(8), pages 799-812, June.
    9. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
    10. Richarz, Jan & Wegewitz, Stephan & Henn, Sarah & Müller, Dirk, 2023. "Graph-based research field analysis by the use of natural language processing: An overview of German energy research," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    11. Janusz Grabara & Arsen Tleppayev & Malika Dabylova & Leonardus W. W. Mihardjo & Zdzisława Dacko-Pikiewicz, 2021. "Empirical Research on the Relationship amongst Renewable Energy Consumption, Economic Growth and Foreign Direct Investment in Kazakhstan and Uzbekistan," Energies, MDPI, vol. 14(2), pages 1-18, January.
    12. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    13. Hayat Khan & Itbar Khan & Le Thi Kim Oanh & Zhang Lin, 2020. "The Dynamic Interrelationship of Environmental Factors and Foreign Direct Investment: Dynamic Panel Data Analysis and New Evidence from the Globe," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-12, October.
    14. Christoph Halser & Florentina Paraschiv, 2022. "Pathways to Overcoming Natural Gas Dependency on Russia—The German Case," Energies, MDPI, vol. 15(14), pages 1-24, July.
    15. Hong, Jong Ho & Kim, Jitae & Son, Wonik & Shin, Heeyoung & Kim, Nahyun & Lee, Woong Ki & Kim, Jintae, 2019. "Long-term energy strategy scenarios for South Korea: Transition to a sustainable energy system," Energy Policy, Elsevier, vol. 127(C), pages 425-437.
    16. Ben Jebli, Mehdi & Ben Youssef, Slim, 2015. "Output, renewable and non-renewable energy consumption and international trade: Evidence from a panel of 69 countries," Renewable Energy, Elsevier, vol. 83(C), pages 799-808.
    17. Bergek, Anna & Jacobsson, Staffan & Carlsson, Bo & Lindmark, Sven & Rickne, Annika, 2008. "Analyzing the functional dynamics of technological innovation systems: A scheme of analysis," Research Policy, Elsevier, vol. 37(3), pages 407-429, April.
    18. Marques, António C. & Fuinhas, José A. & Pires Manso, J.R., 2010. "Motivations driving renewable energy in European countries: A panel data approach," Energy Policy, Elsevier, vol. 38(11), pages 6877-6885, November.
    19. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris, 2021. "R&D expenditure and energy consumption in OECD nations," Energy Economics, Elsevier, vol. 100(C).
    20. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    21. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    22. Shahbaz, Muhammad & Sinha, Avik & Raghutla, Chandrashekar & Vo, Xuan Vinh, 2022. "Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption," Energy, Elsevier, vol. 238(PB).
    23. Bhattacharya, Mita & Paramati, Sudharshan Reddy & Ozturk, Ilhan & Bhattacharya, Sankar, 2016. "The effect of renewable energy consumption on economic growth: Evidence from top 38 countries," Applied Energy, Elsevier, vol. 162(C), pages 733-741.
    24. Manzoor Ahmad & Zeeshan Khan & Zia Ur Rahman & Shoukat Iqbal Khattak & Zia Ullah Khan, 2021. "Can innovation shocks determine CO2 emissions (CO2e) in the OECD economies? A new perspective," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 30(1), pages 89-109, January.
    25. Mohammed Chentouf & Mohamed Allouch, 2022. "Environmental energy security in the MENA region – an aggregated composite index," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 10945-10974, September.
    26. Andrew Adewale Alola & Uju Violet Alola, 2018. "Agricultural land usage and tourism impact on renewable energy consumption among Coastline Mediterranean Countries," Energy & Environment, , vol. 29(8), pages 1438-1454, December.
    27. Doytch, Nadia & Narayan, Seema, 2016. "Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption," Energy Economics, Elsevier, vol. 54(C), pages 291-301.
    28. Estevão, João & Lopes, José Dias & Penela, Daniela, 2023. "SDG9 and the competitiveness: Employing mixed methods to understand how countries can use science to compete," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    29. Chai, Jingxia & Wu, Haitao & Hao, Yu, 2022. "Planned economic growth and controlled energy demand: How do regional growth targets affect energy consumption in China?," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    30. Lund, H. & Mathiesen, B.V., 2009. "Energy system analysis of 100% renewable energy systems—The case of Denmark in years 2030 and 2050," Energy, Elsevier, vol. 34(5), pages 524-531.
    31. Sillman, J. & Hynynen, K. & Dyukov, I. & Ahonen, T. & Jalas, M, 2023. "Emission reduction targets and electrification of the Finnish energy system with low-carbon Power-to-X technologies: Potentials, barriers, and innovations – A Delphi survey," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
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