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How do renewable energy consumption, financial development, and technical efficiency change cause ecological sustainability in European Union countries?

Author

Listed:
  • Zhang Zhen
  • Sami Ullah
  • Zhan Shaowen
  • Muhammad Irfan

Abstract

Achieving ecological sustainability is a critical issue of the current era, and researchers are striving to find viable solutions for sustainable development and ecological wellbeing. This study is an effort to examine the ecological consequences of renewable energy (REC), financial development (FD), and technical efficiency (TE) in 27 countries of the European Union (EU), time ranges from 1980 to 2018. We used second-generation econometric techniques to consider the cross-sectional dependency in the model and the CS-ARDL method to estimate the long-run dynamics of the variables. The Westerlund cointegration technique confirmed the long-run association among REC, FD, TE, and ecological footprint (EF). Furthermore, CS-ARDL results revealed a positive influence of FD on EF, indicating FD is a significant contributor to the ecological footprint of the EU. However, REC and TE promote ecological sustainability in the EU, as both factors negatively affect the EF. Furthermore, the interaction of FD and TE is also estimated to mitigate EF in sample countries. The study recommends that government policies in EU countries must be skewed towards promoting renewable energy usage, lending in green and energy-efficient technology, and technological advancement in the production process.

Suggested Citation

  • Zhang Zhen & Sami Ullah & Zhan Shaowen & Muhammad Irfan, 2023. "How do renewable energy consumption, financial development, and technical efficiency change cause ecological sustainability in European Union countries?," Energy & Environment, , vol. 34(7), pages 2478-2496, November.
    • Handle: RePEc:sae:engenv:v:34:y:2023:i:7:p:2478-2496
    DOI: 10.1177/0958305X221109949
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    1. Emad Kazemzadeh & José Alberto Fuinhas & Matheus Koengkan & Fariba Osmani & Nuno Silva, 2022. "Do energy efficiency and export quality affect the ecological footprint in emerging countries? A two-step approach using the SBM–DEA model and panel quantile regression," Environment Systems and Decisions, Springer, vol. 42(4), pages 608-625, December.
    2. Marra, Alessandro & Colantonio, Emiliano, 2021. "The path to renewable energy consumption in the European Union through drivers and barriers: A panel vector autoregressive approach," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    3. Cosimo Magazzino, 2017. "Renewable Energy Consumption-Economic Growth Nexus in Italy," International Journal of Energy Economics and Policy, Econjournals, vol. 7(6), pages 119-127.
    4. Charfeddine, Lanouar & Kahia, Montassar, 2019. "Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: A panel vector autoregressive (PVAR) analysis," Renewable Energy, Elsevier, vol. 139(C), pages 198-213.
    5. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    6. Tang, Chang & Irfan, Muhammad & Razzaq, Asif & Dagar, Vishal, 2022. "Natural resources and financial development: Role of business regulations in testing the resource-curse hypothesis in ASEAN countries," Resources Policy, Elsevier, vol. 76(C).
    7. Madurai Elavarasan, Rajvikram & Pugazhendhi, Rishi & Irfan, Muhammad & Mihet-Popa, Lucian & Campana, Pietro Elia & Khan, Irfan Ahmad, 2022. "A novel Sustainable Development Goal 7 composite index as the paradigm for energy sustainability assessment: A case study from Europe," Applied Energy, Elsevier, vol. 307(C).
    8. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    9. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    10. Ling Lin & Hsu-Ling Chang & Imran Shahzad & Nazneen Waseem, 2022. "A nexus between the rule of law, green innovation, growth and sustainable environment in top Asian countries: fresh insights from heterogeneous panel estimation," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5434-5452, December.
    11. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    12. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    13. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    14. Duman, Yavuz Selman & Kasman, Adnan, 2018. "Environmental technical efficiency in EU member and candidate countries: A parametric hyperbolic distance function approach," Energy, Elsevier, vol. 147(C), pages 297-307.
    15. Jebali, Eya & Essid, Hédi & Khraief, Naceur, 2017. "The analysis of energy efficiency of the Mediterranean countries: A two-stage double bootstrap DEA approach," Energy, Elsevier, vol. 134(C), pages 991-1000.
    16. Destek, Mehmet Akif & Ulucak, Recep & Dogan, Eyüp, 2018. "Analyzing the Environmental Kuznets Curve for the EU countries: The role of ecological footprint," MPRA Paper 106882, University Library of Munich, Germany.
    17. Shahbaz, Muhammad & Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China," Energy Economics, Elsevier, vol. 107(C).
    18. Salari, Mahmoud & Javid, Roxana J. & Noghanibehambari, Hamid, 2021. "The nexus between CO2 emissions, energy consumption, and economic growth in the U.S," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 182-194.
    19. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    20. Zhao, Jing & Zhao, Ziru & Zhang, Huan, 2021. "The impact of growth, energy and financial development on environmental pollution in China: New evidence from a spatial econometric analysis," Energy Economics, Elsevier, vol. 93(C).
    21. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    22. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    23. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

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    2. Ugur Korkut Pata & Selin Karlilar Pata, 2024. "Towards sustainable development in African countries: Are modern and combustible renewable energies effective?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 6493-6503, December.
    3. Tian, Kang & Yu, Mingyang & Hong, Xiong & Chen, Zhen & He, Ke & Wang, Haoyu & Shi, Lei, 2025. "Measurement and spatiotemporal dynamic evolution of regional ecological efficiency in China from the perspective of undesirable outputs," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1897-1913.
    4. Jing Zeng & Ali Punjwani, 2025. "Evaluating the Interactive and Transformative Role of Innovation, Education, Human Capital and Natural Resources Policies in Protecting and Sustaining Environmental Sustainability," Sustainability, MDPI, vol. 17(7), pages 1-33, April.

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