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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
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    References listed on IDEAS

    as
    1. 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).
    2. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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).
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-323, March.
    9. 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.
    10. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Skare, Marinko, 2023. "Asymmetric influence of digital finance, and renewable energy technology innovation on green growth in China," Renewable Energy, Elsevier, vol. 202(C), pages 310-319.
    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. 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).
    13. Li, Yuantian & Xu, Haoyu & Li, Huiru & Xu, Yingming, 2025. "Digital economy, environmental regulations, and green economic development," Finance Research Letters, Elsevier, vol. 75(C).
    14. 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).
    15. Jason Hickel & Giorgos Kallis, 2020. "Is Green Growth Possible?," New Political Economy, Taylor & Francis Journals, vol. 25(4), pages 469-486, June.
    16. 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.
    17. 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).
    18. 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).
    19. 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).
    20. 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.
    21. 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).
    22. 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.
    23. 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).
    24. 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.
    25. 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).
    26. 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.
    27. Hassan Alalmaee, 2025. "Sustainability Through Policy Stringency: Analysing the Impact on Financial Development," Sustainability, MDPI, vol. 17(4), pages 1-23, February.
    28. 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.
    29. 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.
    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. 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.
    32. 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.
    33. 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.
    34. 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).
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