IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v18y2025i7p1790-d1626858.html
   My bibliography  Save this article

The Impact of Energy Intensity, Renewable Energy, and Financial Development on Green Growth in OECD Countries: Fresh Evidence Under Environmental Policy Stringency

Author

Listed:
  • Tugba Nur

    (Department of Finance, Sirnak University, Sirnak 73000, Türkiye)

  • Emre E. Topaloglu

    (Department of Finance, Sirnak University, Sirnak 73000, Türkiye)

  • Sureyya Yilmaz-Ozekenci

    (Vocational School, Çağ University, Mersin 33402, Türkiye)

  • Erol Koycu

    (Department of Finance, Sirnak University, Sirnak 73000, Türkiye)

Abstract

This study examines the impact of financial development, renewable energy, energy intensity, and stringent environmental policies on green growth in twenty-three Organization for Economic Cooperation and Development countries from 2000 to 2023. Additionally, it examines how stringent environmental policies moderate the link between financial development and green growth. Economic complexity, trade openness, and green technology variables are also included in the model as control variables. The index is constructed using economic growth, education, health, CO 2 emissions, net forest, and mineral components for green growth, the main variable explained in the research. The Fully Modified Ordinary Least Squares method is applied to estimate elasticity coefficients in the study. The findings show that financial development and energy intensity have a negative impact on green growth, whereas strict environmental policies and renewable energy support green growth. Moreover, the interaction between financial development and stringent environmental policies promotes green growth. At the same time, the control variables of trade openness and economic complexity have a negative impact on green growth, while green technology makes a positive contribution. Furthermore, financial development and energy intensity have the most significant quantitative impact on green growth, while trade openness and stringent environmental policies have the least impact. In line with these findings, environmentally friendly financial instruments and green investments should be supported instead of directing financial resources only to industry-intensive sectors in Organization for Economic Cooperation and Development countries. In this context, implementing energy efficiency policies and increasing incentives for renewable energy are of great importance.

Suggested Citation

  • Tugba Nur & Emre E. Topaloglu & Sureyya Yilmaz-Ozekenci & Erol Koycu, 2025. "The Impact of Energy Intensity, Renewable Energy, and Financial Development on Green Growth in OECD Countries: Fresh Evidence Under Environmental Policy Stringency," Energies, MDPI, vol. 18(7), pages 1-28, April.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:7:p:1790-:d:1626858
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/18/7/1790/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/18/7/1790/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    2. Vasilis Sarafidis & Donald Robertson, 2009. "On the impact of error cross-sectional dependence in short dynamic panel estimation," Econometrics Journal, Royal Economic Society, vol. 12(1), pages 62-81, March.
    3. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    4. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    5. Sarafidis, Vasilis & Yamagata, Takashi & Robertson, Donald, 2009. "A test of cross section dependence for a linear dynamic panel model with regressors," Journal of Econometrics, Elsevier, vol. 148(2), pages 149-161, February.
    6. Singh, Shveta & Arya, Vandana & Yadav, Miklesh Prasad & Power, Gabriel J., 2023. "Does financial development improve economic growth? The role of asymmetrical relationships," Global Finance Journal, Elsevier, vol. 56(C).
    7. Henryk Dzwigol & Aleksy Kwilinski & Oleksii Lyulyov & Tetyana Pimonenko, 2024. "Digitalization and Energy in Attaining Sustainable Development: Impact on Energy Consumption, Energy Structure, and Energy Intensity," Energies, MDPI, vol. 17(5), pages 1-17, March.
    8. Ngo, Thanh & Trinh, Hai Hong & Haouas, Ilham & Ullah, Subhan, 2022. "Examining the bidirectional nexus between financial development and green growth: International evidence through the roles of human capital and education expenditure," Resources Policy, Elsevier, vol. 79(C).
    9. Saud, Shah & Haseeb, Abdul & Haider Zaidi, Syed Anees & Khan, Irfan & Li, Huiyun, 2024. "Moving towards green growth? Harnessing natural resources and economic complexity for sustainable development through the lens of the N-shaped EKC framework for the European Union," Resources Policy, Elsevier, vol. 91(C).
    10. Yikang Xing, 2024. "Under the Goal of Sustainable Development, Do Regions with Higher Energy Intensity Generate More Green Innovation? Evidence from Chinese Cities," Sustainability, MDPI, vol. 16(15), pages 1-19, August.
    11. Díaz, Antonia & Marrero, Gustavo A. & Puch, Luis A. & Rodríguez, Jesús, 2019. "Economic growth, energy intensity and the energy mix," Energy Economics, Elsevier, vol. 81(C), pages 1056-1077.
    12. Martínez-Zarzoso, Inmaculada & Bengochea-Morancho, Aurelia & Morales-Lage, Rafael, 2019. "Does environmental policy stringency foster innovation and productivity in OECD countries?," Energy Policy, Elsevier, vol. 134(C).
    13. Shang, Yunfeng & Lian, Yi & Chen, Hui & Qian, Fangbin, 2023. "The impacts of energy resource and tourism on green growth: Evidence from Asian economies," Resources Policy, Elsevier, vol. 81(C).
    14. Pyra, Mariusz, 2024. "The Role of the Green Economy in Shaping Economic Growth in Poland," Roczniki (Annals), Polish Association of Agricultural Economists and Agribusiness - Stowarzyszenie Ekonomistow Rolnictwa e Agrobiznesu (SERiA), vol. 2024(3).
    15. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2012. "A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model," Journal of Econometrics, Elsevier, vol. 170(1), pages 164-177.
    16. Huang, Weiting & He, Jia, 2023. "Impact of energy intensity, green economy, and natural resources development to achieve sustainable economic growth in Asian countries," Resources Policy, Elsevier, vol. 84(C).
    17. Hassan Alalmaee, 2025. "Sustainability Through Policy Stringency: Analysing the Impact on Financial Development," Sustainability, MDPI, vol. 17(4), pages 1-23, February.
    18. Henryk Dzwigol & Aleksy Kwilinski & Oleksii Lyulyov & Tetyana Pimonenko, 2023. "The Role of Environmental Regulations, Renewable Energy, and Energy Efficiency in Finding the Path to Green Economic Growth," Energies, MDPI, vol. 16(7), pages 1-18, March.
    19. Dai, Hancheng & Xie, Xuxuan & Xie, Yang & Liu, Jian & Masui, Toshihiko, 2016. "Green growth: The economic impacts of large-scale renewable energy development in China," Applied Energy, Elsevier, vol. 162(C), pages 435-449.
    20. Danish & Recep Ulucak & Salah‐Ud‐Din Khan, 2020. "Relationship between energy intensity and CO2 emissions: Does economic policy matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1457-1464, September.
    21. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Iqbal, Nadeem & Saydaliev, Hayot Berk, 2022. "The role of technological progress and renewable energy deployment in green economic growth," Renewable Energy, Elsevier, vol. 190(C), pages 777-787.
    22. Yin, Qingwei, 2023. "Nexus among financial development and equity market on green economic finance: Fresh insights from European Union," Renewable Energy, Elsevier, vol. 216(C).
    23. Murshed, Muntasir, 2024. "Can renewable energy transition drive green growth? The role of good governance in promoting carbon emission-adjusted economic growth in Next Eleven countries," Innovation and Green Development, Elsevier, vol. 3(2).
    24. Amir Arjomandi & Hassan F. Gholipour & Reza Tajaddini & Charles Harvie, 2023. "Environmental expenditure, policy stringency and green economic growth: evidence from OECD countries," Applied Economics, Taylor & Francis Journals, vol. 55(8), pages 869-884, February.
    25. Li, Yuantian & Xu, Haoyu & Li, Huiru & Xu, Yingming, 2025. "Digital economy, environmental regulations, and green economic development," Finance Research Letters, Elsevier, vol. 75(C).
    26. Jason Hickel & Giorgos Kallis, 2020. "Is Green Growth Possible?," New Political Economy, Taylor & Francis Journals, vol. 25(4), pages 469-486, June.
    27. Gao, Xinxiang & Yu, Jiawen & Pertheban, Thillai Raja & Sukumaran, Sheiladevi, 2024. "Do fintech readiness, digital trade, and mineral resources rents contribute to economic growth: Exploring the role of environmental policy stringency," Resources Policy, Elsevier, vol. 93(C).
    28. Suparjo Suparjo & Surya Darma & Nia Kurniadin & Jati Kasuma & Priyagus Priyagus & Dio Caisar Darma & Haryadi Haryadi, 2021. "Indonesia s New SDGs Agenda for Green Growth Emphasis in the Energy Sector," International Journal of Energy Economics and Policy, Econjournals, vol. 11(3), pages 395-402.
    29. Yang, Changjin & Qi, Huarui & Jia, Lijun & Wang, Yanjiao & Huang, Dan, 2024. "Impact of digital technologies and financial development on green growth: Role of mineral resources, institutional quality, and human development in South Asia," Resources Policy, Elsevier, vol. 90(C).
    30. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    31. Lu Wang & Fanyuan Ye & Jianlin Lin & Natasha Bibi, 2024. "Exploring the impact of climate technology, financial inclusion and renewable energy on ecological footprint: Evidence from top polluted economies," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-32, April.
    32. Yang, Lisha & Ni, Mengying, 2022. "Is financial development beneficial to improve the efficiency of green development? Evidence from the “Belt and Road” countries," Energy Economics, Elsevier, vol. 105(C).
    Full references (including those not matched with items on IDEAS)

    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. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.
    2. Dong, Zequn & Tan, Chaodan & Zhang, Wenxue & Zhang, Lixiang & Zhang, Lingran, 2024. "Are natural resources a blessing or a curse for renewable energy? Uncovering the role of regulatory quality and government effectiveness in mitigating the curse," Resources Policy, Elsevier, vol. 98(C).
    3. Angeliki N. Menegaki, 2019. "The ARDL Method in the Energy-Growth Nexus Field; Best Implementation Strategies," Economies, MDPI, vol. 7(4), pages 1-16, October.
    4. Mohammad Jibran Gul Wani & Nanthakumar Loganathan & Hanaa Abdelaty Hasan Esmail, 2024. "Impact of green technology and energy on green economic growth: role of FDI and globalization in G7 economies," Future Business Journal, Springer, vol. 10(1), pages 1-13, December.
    5. Hussein Moghaddam & Robert M. Kunst, 2023. "The Role of Natural Gas in Mitigating Greenhouse Gas Emissions: The Environmental Kuznets Curve Hypothesis for Major Gas-Producing Countries," Sustainability, MDPI, vol. 15(5), pages 1-20, February.
    6. Aladejare, Samson Adeniyi, 2022. "Natural resource rents, globalisation and environmental degradation: New insight from 5 richest African economies," Resources Policy, Elsevier, vol. 78(C).
    7. Saqib, Najia & Ozturk, Ilhan & Sharif, Arshian & Cichoń, Dariusz, 2024. "Enhancing sustainable energy: Mineral exports, financial development, and foreign investment can build a greener future?," Resources Policy, Elsevier, vol. 97(C).
    8. Obukohwo Oba Efayena & Enoh Hilda Olele, 2024. "Moderating the Effect of Institutional Quality on the Fiscal Policy and Economic Growth Nexus: What Evidence Exists in Sub-Saharan Africa?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 20436-20458, December.
    9. Umut Uzar, 2022. "The connection between freedom of the press and environmental quality: An investigation on emerging market countries," Natural Resources Forum, Blackwell Publishing, vol. 46(1), pages 21-38, February.
    10. Shobande, Olatunji A. & Asongu, Simplice A., 2022. "The Critical Role of Education and ICT in Promoting Environmental Sustainability in Eastern and Southern Africa: A Panel VAR Approach," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    11. Prempeh Kwadwo Boateng & Frimpong Joseph Magnus & Yeboah Samuel Asuamah, 2024. "The dynamics of financial development, environmental degradation, economic growth and population health in the Economic Community of West African States," Environmental & Socio-economic Studies, Sciendo, vol. 12(2), pages 13-27.
    12. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2016. "Estimation of heterogeneous panels with structural breaks," Journal of Econometrics, Elsevier, vol. 191(1), pages 176-195.
    13. Elfaki, Khalid Eltayeb & Ahmed, Elsadig Musa, 2024. "Testing technological Kuznets curve implications on achieving sustainable development goal 10 in seven Asian countries," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    14. Yazgan Şekip & Yalçinkaya Ömer, 2018. "The Effects of Research and Development (R&D) Investments on Sustainable Economic Growth: Evidence from OECD Countries (1996-2015)," Review of Economic Perspectives, Sciendo, vol. 18(1), pages 3-23, March.
    15. Zaidi, Syed Anees Haider & Ashraf, Rana Umair & Hassan, Taimoor, 2024. "Effects of globalization and financial inclusion on energy intensity: The case of emerging economies," Energy, Elsevier, vol. 306(C).
    16. Schneider, Nicolas & Strielkowski, Wadim, 2023. "Modelling the unit root properties of electricity data—A general note on time-domain applications," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 618(C).
    17. Yuan, Shengjun & Musibau, Hammed Oluwaseyi & Genç, Sema Yılmaz & Shaheen, Riffat & Ameen, Anam & Tan, Zhixiong, 2021. "Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    18. Tiwari, Sunil & Mentel, Grzegorz & Si Mohammed, Kamel & Rehman, Mohd Ziaur & Lewandowska, Anna, 2024. "Unveiling the role of natural resources, energy transition and environmental policy stringency for sustainable environmental development: Evidence from BRIC +1," Resources Policy, Elsevier, vol. 96(C).
    19. Huang, Lingyun & Zou, Yanjun, 2020. "How to promote energy transition in China: From the perspectives of interregional relocation and environmental regulation," Energy Economics, Elsevier, vol. 92(C).
    20. Breitung, Jörg & Pesaran, Mohammad Hashem, 2005. "Unit roots and cointegration in panels," Discussion Paper Series 1: Economic Studies 2005,42, Deutsche Bundesbank.

    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:gam:jeners:v:18:y:2025:i:7:p:1790-:d:1626858. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.