IDEAS home Printed from https://ideas.repec.org/a/sae/engenv/v36y2025i2p729-755.html

Does improving economic efficiency reduce ecological footprint? The role of financial development, renewable energy, and industrialization

Author

Listed:
  • Qiang Wang
  • Yunfei Ge
  • Rongrong Li

Abstract

With the ongoing expansion of global economic activities, environmental degradation has emerged as a progressively severe challenge. The Sustainable Development Goals are significantly impacted by this issue, making it essential to establish a symbiotic relationship between economic development and environmental protection. In this context, an investigation into the efforts of the OECD to promote ecological protection assumes a critical role, given its prominent position as a leading economic cooperation organization. Therefore, we examine the relationship between economic efficiency, financial development, renewable energy, industrialization, and ecological footprint in 36 OECD countries from 1995 to 2018. An empirical analysis employing the fully modified Ordinary Least Square technique reveals an inverted U-shaped curve relationship between economic efficiency and ecological footprint, supporting the environmental Kuznets curve (EKC) hypothesis in OECD countries. Moreover, the research reveals that financial development and industrialization exacerbate environmental damage, while the advancement of renewable energy plays a pivotal role in controlling the ecological footprint and fostering environmental conservation. Furthermore, by introducing interaction terms, we find that financial development and renewable energy weaken the positive effect of economic efficiency on the ecological footprint, while industrialization reinforces it. Finally, the findings of the Dumitrescu-Hurlin panel causality analysis show that the causal relationship between all three variables, namely economic efficiency, financial development and renewable energy consumption, and ecological footprint is bidirectional. In contrast, the causal relationship between the degree of industrialization and ecological footprint is unidirectional. These empirical findings provide practical policy recommendations for fostering sustainable development in OECD countries and offers valuable insights and lessons that can inform the formulation of relevant policies in other countries and regions. Overall, this study not only innovatively enriches the theoretical content of the EKC hypothesis from the perspective of the relationship between economic efficiency and ecological footprint, but also has important practical guidance significance.

Suggested Citation

  • Qiang Wang & Yunfei Ge & Rongrong Li, 2025. "Does improving economic efficiency reduce ecological footprint? The role of financial development, renewable energy, and industrialization," Energy & Environment, , vol. 36(2), pages 729-755, March.
  • Handle: RePEc:sae:engenv:v:36:y:2025:i:2:p:729-755
    DOI: 10.1177/0958305X231183914
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0958305X231183914
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0958305X231183914?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
    2. Wang, Zhaohua & Rasool, Yasir & Zhang, Bin & Ahmed, Zahoor & Wang, Bo, 2020. "Dynamic linkage among industrialisation, urbanisation, and CO2 emissions in APEC realms: Evidence based on DSUR estimation," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 382-389.
    3. Kai Du & Allan O’Connor, 2018. "Entrepreneurship and advancing national level economic efficiency," Small Business Economics, Springer, vol. 50(1), pages 91-111, January.
    4. Sharif, Arshian & Baris-Tuzemen, Ozge & Uzuner, Gizem & Ozturk, Ilhan & Sinha, Avik, 2020. "Revisiting the role of renewable and non-renewable energy consumption on Turkey’s ecological footprint: Evidence from Quantile ARDL approach," MPRA Paper 100044, University Library of Munich, Germany.
    5. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    6. Destek, Mehmet & Sinha, Avik, 2020. "Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries," MPRA Paper 104246, University Library of Munich, Germany, revised 2020.
    7. 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.
    8. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    9. Ulucak, Recep & Danish, & Ozcan, Burcu, 2020. "Relationship between energy consumption and environmental sustainability in OECD countries: The role of natural resources rents," Resources Policy, Elsevier, vol. 69(C).
    10. Mehmet Akif, Destek & Muhammad, Shahbaz & Ilyas, Okumus & Shawkat, Hammoudeh & Avik, Sinha, 2020. "The relationship between economic growth and carbon emissions in G-7 countries: evidence from time-varying parameters with a long history," MPRA Paper 100514, University Library of Munich, Germany, revised Apr 2020.
    11. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    12. 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.
    13. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    14. Usman, Muhammad & Balsalobre-Lorente, Daniel & Jahanger, Atif & Ahmad, Paiman, 2022. "Pollution concern during globalization mode in financially resource-rich countries: Do financial development, natural resources, and renewable energy consumption matter?," Renewable Energy, Elsevier, vol. 183(C), pages 90-102.
    15. Raghutla, Chandrashekar & Padmagirisan, P. & Sakthivel, P. & Chittedi, Krishna Reddy & Mishra, Smrutisikta, 2022. "The effect of renewable energy consumption on ecological footprint in N-11 countries: Evidence from Panel Quantile Regression Approach," Renewable Energy, Elsevier, vol. 197(C), pages 125-137.
    16. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    17. Koçak, Emrah & Önderol, Seyit & Khan, Kamran, 2021. "Structural change, modernization, total factor productivity, and natural resources sustainability: An assessment with quantile and non-quantile estimators," Resources Policy, Elsevier, vol. 74(C).
    18. 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.
    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. Ulucak, Zübeyde Şentürk & İlkay, Salih Çağrı & Özcan, Burcu & Gedikli, Ayfer, 2020. "Financial globalization and environmental degradation nexus: Evidence from emerging economies," Resources Policy, Elsevier, vol. 67(C).
    21. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    22. Charnes, A. & Cooper, W. W. & Rhodes, E., 1979. "Measuring the efficiency of decision-making units," European Journal of Operational Research, Elsevier, vol. 3(4), pages 339-338, July.
    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. Ying Peng & Xinyue Wang & Weilong Gao, 2025. "The Impact of Data Element Marketization on Green Total Factor Energy Efficiency: Empirical Evidence from China," Sustainability, MDPI, vol. 17(9), pages 1-25, May.
    2. Ismail Haloui & Hayat Amzil & Guosongrui Yang & Ibrahim Fourati & Yang Li, 2025. "The Impact of Renewable Energy Use, Financial Development, and Industrialization on CO 2 Emissions in Middle-Income Economies—A GMM-PVAR Analysis," Sustainability, MDPI, vol. 17(18), pages 1-25, September.
    3. Uzar, Umut & Eyuboglu, Kemal, 2025. "Testing the load capacity curve for deforestation: A critical investigation using novel methods for the United States," Forest Policy and Economics, Elsevier, vol. 178(C).
    4. Raihan, Asif & Ridwan, Mohammad & Rahman, Syed Masiur & Sarker, Tapan & Atasoy, Filiz Guneysu & Islam, Samanta & Kakon, Mifthaul Arefine & Akter, Runa, 2025. "Balancing growth and sustainability: The role of women's empowerment, innovation, and green transitions," Innovation and Green Development, Elsevier, vol. 4(6).
    5. Xing Zhao & Sara Muhammadullah & Emad Kazemzadeh & Ioannis Kostakis & Sudeshna Ghosh & Buhari Doğan, 2026. "Economic Growth and Sustainable Development: The Role of Financial Inclusion, FinTech, Eco‐Innovation, and Economic Complexity," Sustainable Development, John Wiley & Sons, Ltd., vol. 34(S2), pages 1233-1258, March.

    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. Hasan, Md. Bokhtiar & Wieloch, Justyna & Ali, Md. Sumon & Zikovic, Sasa & Uddin, Gazi Salah, 2023. "A new answer to the old question of the environmental Kuznets Curve (EKC). Does it work for BRICS countries?," Resources Policy, Elsevier, vol. 87(PB).
    2. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    3. Ansari, Mohd Arshad, 2022. "Re-visiting the Environmental Kuznets curve for ASEAN: A comparison between ecological footprint and carbon dioxide emissions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    4. Ulucak, Recep & Danish, & Ozcan, Burcu, 2020. "Relationship between energy consumption and environmental sustainability in OECD countries: The role of natural resources rents," Resources Policy, Elsevier, vol. 69(C).
    5. Wang, Qiang & Hu, Sailan & Ge, Yunfei & Li, Rongrong, 2023. "Impact of eco-innovation and financial efficiency on renewable energy – Evidence from OECD countries," Renewable Energy, Elsevier, vol. 217(C).
    6. Li, Zeyun & Leong, Lin Woon & N Aldoseri, Mahfod Mobarak & Muda, Iskandar & Abu-Rumman, Ayman & Al Shraah, Ata, 2023. "Examining the role of sustainability and natural resources management in improving environmental quality: Evidence from Asian countries," Resources Policy, Elsevier, vol. 80(C).
    7. Bright Akwasi Gyamfi & Tomiwa Sunday Adebayo & Festus Victor Bekun & Mary Oluwatoyin Agboola, 2023. "Sterling insights into natural resources intensification, ageing population and globalization on environmental status in Mediterranean countries," Energy & Environment, , vol. 34(5), pages 1471-1491, August.
    8. Fakher, Hossein Ali & Ahmed, Zahoor & Acheampong, Alex O. & Nathaniel, Solomon Prince, 2023. "Renewable energy, nonrenewable energy, and environmental quality nexus: An investigation of the N-shaped Environmental Kuznets Curve based on six environmental indicators," Energy, Elsevier, vol. 263(PA).
    9. Adekoya, Oluwasegun B. & Oliyide, Johnson A. & Fasanya, Ismail O., 2022. "Renewable and non-renewable energy consumption – Ecological footprint nexus in net-oil exporting and net-oil importing countries: Policy implications for a sustainable environment," Renewable Energy, Elsevier, vol. 189(C), pages 524-534.
    10. Ahmad, Mahmood & Ahmed, Zahoor & Khan, Sana Akbar & Alvarado, Rafael, 2023. "Towards environmental sustainability in E−7 countries: Assessing the roles of natural resources, economic growth, country risk, and energy transition," Resources Policy, Elsevier, vol. 82(C).
    11. 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.
    12. Gao, Jinchao & Hassan, Muhammad Shahid & Kalim, Rukhsana & Sharif, Arshian & Alkhateeb, Tarek Tawfik Yousef & Mahmood, Haider, 2023. "The role of clean and unclean energy resources in inspecting N-shaped impact of industrial production on environmental quality: A case of high polluting economies," Resources Policy, Elsevier, vol. 80(C).
    13. Chinazaekpere Nwani & Festus V. Bekun & Bright A. Gyamfi & Ekpeno L. Effiong & Andrew A. Alola, 2023. "Toward sustainable use of natural resources: Nexus between resource rents, affluence, energy intensity and carbon emissions in developing and transition economies," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 155-176, May.
    14. 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.
    15. Abdullah Emre Caglar & Bulent Guloglu & Ayfer Gedikli, 2022. "Moving towards sustainable environmental development for BRICS: Investigating the asymmetric effect of natural resources on CO2," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1313-1325, October.
    16. Wu Xiaoman & Abdul Majeed & Dinara G. Vasbieva & Claire Emilienne Wati Yameogo & Nazim Hussain, 2021. "Natural resources abundance, economic globalization, and carbon emissions: Advancing sustainable development agenda," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 1037-1048, September.
    17. Ayoub Zeraibi & Magdalena Radulescu & Muhammad Kamran Khan & Muhammad Hafeez & Atif Jahanger, 2024. "Analyzing the linkage between public debt, renewable electricity output, and CO2 emissions in emerging economies: Does the N-shaped environmental Kuznets curve exist?," Energy & Environment, , vol. 35(5), pages 2407-2430, August.
    18. Pata, Ugur Korkut & Aydin, Mucahit & Haouas, Ilham, 2021. "Are natural resources abundance and human development a solution for environmental pressure? Evidence from top ten countries with the largest ecological footprint," Resources Policy, Elsevier, vol. 70(C).
    19. Abdul Majeed & Chengang Ye & Ye Chenyun & Xu Wei & Muniba, 2022. "Roles of natural resources, globalization, and technological innovations in mitigation of environmental degradation in BRI economies," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-22, June.
    20. Kostakis, Ioannis & Arauzo-Carod, Josep-Maria, 2023. "The key roles of renewable energy and economic growth in disaggregated environmental degradation: Evidence from highly developed, heterogeneous and cross-correlated countries," Renewable Energy, Elsevier, vol. 206(C), pages 1315-1325.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:sae:engenv:v:36:y:2025:i:2:p:729-755. 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: SAGE Publications (email available below). General contact details of provider: .

    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.