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Probing the asymmetric impact of clean energy technologies on environmental quality: testing load capacity curve hypothesis in Spain

Author

Listed:
  • Fatima Zahra Moussaid

    (Ibn Tofail University)

  • Hikma Bachegour

    (Ibn Tofail University)

  • Mounir Jerry

    (Ibn Tofail University)

  • Ahlam Qafas

    (Ibn Tofail University)

Abstract

Climate disturbances and environmental degradation are major issues of concern in the current era, and imposes socioeconomic strain on nations worldwide as mankind continues to develop at an unprecedented rate. Within this context, this study seeks to investigate the relationship pattern between load capacity factor, clean energy technology, and economic growth of Spain for the 1974–2018 period, considering the country's specific environmental degradation challenges. The study performed non-linear tests to assess the association between these variables, including skewness, kurtosis measures, and BDS tests. Additionally, non-linear autoregressive distributed lagged (NARDL) method and asymmetry tests were conducted to analyze the relationship further. The results demonstrate that introducing Spain's clean energy technologies improves environmental quality through positive shocks. However, this positive impact is diminished when negative shocks occur in relation to clean energy technologies. Furthermore, the study confirms the LCC hypothesis, which suggests that income initially has a negative impact on environmental quality but eventually leads to its once a specific threshold is crossed. This turning point occurs at an income level of 20,832US$. At this point, Spain has attained income levels that enhance the load capacity factor, contributing to improved environmental conditions. Based on these results, it is recommended to prioritize research and development for clean energy technologies in Spain, as they are crucial in promoting sustainable development and addressing the country's specific environmental degradation challenges.

Suggested Citation

  • Fatima Zahra Moussaid & Hikma Bachegour & Mounir Jerry & Ahlam Qafas, 2025. "Probing the asymmetric impact of clean energy technologies on environmental quality: testing load capacity curve hypothesis in Spain," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 4425-4444, February.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:2:d:10.1007_s10668-023-04083-2
    DOI: 10.1007/s10668-023-04083-2
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    1. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    2. Muhammad Zahid Rafique & Abdul Majeed Nadeem & Wanjun Xia & Majid Ikram & Hafiz Muhammad Shoaib & Umer Shahzad, 2022. "Does economic complexity matter for environmental sustainability? Using ecological footprint as an indicator," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4623-4640, April.
    3. Lixun Wang & Usman Mehmood & Ephraim Bonah Agyekum & Solomon Eghosa Uhunamure & Karabo Shale, 2022. "Associating Renewable Energy, Globalization, Agriculture, and Ecological Footprints: Implications for Sustainable Environment in South Asian Countries," IJERPH, MDPI, vol. 19(16), pages 1-13, August.
    4. Ugur Korkut Pata, 2021. "Do renewable energy and health expenditures improve load capacity factor in the USA and Japan? A new approach to environmental issues," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(9), pages 1427-1439, December.
    5. Nihal Ahmed & Farhan Mahboob & Zeeshan Hamid & Adnan Ahmed Sheikh & Muhammad Sibt e Ali & Waldemar Glabiszewski & Aneta Wysokińska-Senkus & Piotr Senkus & Szymon Cyfert, 2022. "Nexus between Nuclear Energy Consumption and Carbon Footprint in Asia Pacific Region: Policy toward Environmental Sustainability," Energies, MDPI, vol. 15(19), pages 1-17, September.
    6. João Camargo & Iñaki Barcena & Pedro M. Soares & Luísa Schmidt & Javier Andaluz, 2020. "Mind the climate policy gaps: climate change public policy and reality in Portugal, Spain and Morocco," Climatic Change, Springer, vol. 161(1), pages 151-169, July.
    7. Roxana Pincheira & Felipe Zuniga, 2021. "Environmental Kuznets curve bibliographic map: a systematic literature review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1931-1956, April.
    8. Sufyanullah, Khan & Ahmad, Khan Arshad & Sufyan Ali, Muhammad Abu, 2022. "Does emission of carbon dioxide is impacted by urbanization? An empirical study of urbanization, energy consumption, economic growth and carbon emissions - Using ARDL bound testing approach," Energy Policy, Elsevier, vol. 164(C).
    9. Hikma Bachegour & Ahlam Qafas, 2023. "Does External Debt Worsen Environmental Pollution? Evidence from Morocco," International Journal of Energy Economics and Policy, Econjournals, vol. 13(2), pages 68-76, March.
    10. Ugur Korkut Pata & Banu Tanriover, 2023. "Is the Load Capacity Curve Hypothesis Valid for the Top Ten Tourism Destinations?," Sustainability, MDPI, vol. 15(2), pages 1-15, January.
    11. Huang, Yongming & Ahmad, Maaz & Ali, Sher & Kirikkaleli, Dervis, 2022. "Does eco-innovation promote cleaner energy? Analyzing the role of energy price and human capital," Energy, Elsevier, vol. 239(PD).
    12. Chen, Xia & Fu, Qiang & Chang, Chun-Ping, 2021. "What are the shocks of climate change on clean energy investment: A diversified exploration," Energy Economics, Elsevier, vol. 95(C).
    13. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    14. Muhammad Usman & Atif Jahanger & Magdalena Radulescu & Daniel Balsalobre-Lorente, 2022. "Do Nuclear Energy, Renewable Energy, and Environmental-Related Technologies Asymmetrically Reduce Ecological Footprint? Evidence from Pakistan," Energies, MDPI, vol. 15(9), pages 1-24, May.
    15. Katrakilidis, Constantinos & Trachanas, Emmanouil, 2012. "What drives housing price dynamics in Greece: New evidence from asymmetric ARDL cointegration," Economic Modelling, Elsevier, vol. 29(4), pages 1064-1069.
    16. Osorio, Pilar & Cadarso, María-Ángeles & Tobarra, María-Ángeles & García-Alaminos, Ángela, 2023. "Carbon footprint of tourism in Spain: Covid-19 impact and a look forward to recovery," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 303-318.
    17. Abraham Ayobamiji Awosusi & Kaan Kutlay & Mehmet Altuntaş & Bakhtiyor Khodjiev & Ephraim Bonah Agyekum & Mokhtar Shouran & Mohamed Elgbaily & Salah Kamel, 2022. "A Roadmap toward Achieving Sustainable Environment: Evaluating the Impact of Technological Innovation and Globalization on Load Capacity Factor," IJERPH, MDPI, vol. 19(6), pages 1-16, March.
    18. Cansino, José M. & Román, Rocío & Ordóñez, Manuel, 2016. "Main drivers of changes in CO2 emissions in the Spanish economy: A structural decomposition analysis," Energy Policy, Elsevier, vol. 89(C), pages 150-159.
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