IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v236y2024ics0960148124014952.html
   My bibliography  Save this article

The heterogeneous impacts of climate finance on energy efficiency and renewable energy production in developing countries

Author

Listed:
  • Borojo, Dinkneh Gebre
  • Yushi, Jiang
  • Gong, Xueting
  • Zhang, Hongyu
  • Miao, Miao

Abstract

Climate finance (CF) is considered to be a key financial innovation to enhance energy efficiency (EE) and facilitate the pathway to energy transition (ET). However, the varied impacts of CF on EE and renewable energy production (REP) have been masked. Thus, this study examines the heterogeneous impacts of CF on EE and REP for 81 developing countries (DCs) for the period 2002–2019. The method of moments quantile regression (MMQR) approach is used to control for distributional and unobserved individual heterogeneity. We calculate EE using parametric stochastic frontier analysis (SFA). Also, the effects of CF on EE and REP are investigated subject to income heterogeneity and based on Copenhagen (COP15) and Paris (COP21) climate accords. The findings revealed that DCs with lower REP benefit the most from increased CF, and the positive effects break down for countries with the largest distributions of REP. Besides, CF positively contributes to EE across all quantiles of DCs. The results further imply that the impacts of CF are income-dependent, with positive effects on the EE and REP of middle-income economies and more pronounced after the COP15 and COP21 climate accords. Several policy implications are forwarded based on the findings.

Suggested Citation

  • Borojo, Dinkneh Gebre & Yushi, Jiang & Gong, Xueting & Zhang, Hongyu & Miao, Miao, 2024. "The heterogeneous impacts of climate finance on energy efficiency and renewable energy production in developing countries," Renewable Energy, Elsevier, vol. 236(C).
    • Handle: RePEc:eee:renene:v:236:y:2024:i:c:s0960148124014952
    DOI: 10.1016/j.renene.2024.121427
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124014952
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2024.121427?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bilal, Muhammad Junaid & Shaheen, Wasim Abbas, 2024. "Towards sustainable development: Investigating the effect of green financial indicators on renewable energy via the mediating variable," Renewable Energy, Elsevier, vol. 221(C).
    2. Jonek-Kowalska, Izabela, 2022. "Towards the reduction of CO2 emissions. Paths of pro-ecological transformation of energy mixes in European countries with an above-average share of coal in energy consumption," Resources Policy, Elsevier, vol. 77(C).
    3. Lv, Yulan & Chen, Wei & Cheng, Jianquan, 2020. "Effects of urbanization on energy efficiency in China: New evidence from short run and long run efficiency models," Energy Policy, Elsevier, vol. 147(C).
    4. Zhang, Dongyang & Mohsin, Muhammad & Rasheed, Abdul Khaliq & Chang, Youngho & Taghizadeh-Hesary, Farhad, 2021. "Public spending and green economic growth in BRI region: Mediating role of green finance," Energy Policy, Elsevier, vol. 153(C).
    5. Rishav Bista & Monika Islam Khan, 2023. "Financial development and the distribution of trade flows," Applied Economics Letters, Taylor & Francis Journals, vol. 30(17), pages 2370-2376, October.
    6. 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.
    7. Li, Wei & Cao, Ning & Xiang, Zejia, 2023. "Drivers of renewable energy transition: The role of ICT, human development, financialization, and R&D investment in China," Renewable Energy, Elsevier, vol. 206(C), pages 441-450.
    8. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    9. Filippini, Massimo & Hunt, Lester C., 2015. "Measurement of energy efficiency based on economic foundations," Energy Economics, Elsevier, vol. 52(S1), pages 5-16.
    10. Abid, Nabila & Ahmad, Fayyaz & Aftab, Junaid & Razzaq, Asif, 2023. "A blessing or a burden? Assessing the impact of Climate Change Mitigation efforts in Europe using Quantile Regression Models," Energy Policy, Elsevier, vol. 178(C).
    11. 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.
    12. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    13. Magdalena Ziolo & Sandra Jednak & Gordana Savić & Dragana Kragulj, 2020. "Link between Energy Efficiency and Sustainable Economic and Financial Development in OECD Countries," Energies, MDPI, vol. 13(22), pages 1-28, November.
    14. Lagoarde-Segot, Thomas & Martínez, Enrique A., 2021. "Ecological finance theory: New foundations," International Review of Financial Analysis, Elsevier, vol. 75(C).
    15. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    16. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    17. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    18. Jiaying Peng & Yuhang Zheng & Ke Mao, 2021. "Heterogeneous Impacts of Extreme Climate Risks on Global Energy Consumption Transition: An International Comparative Study," Energies, MDPI, vol. 14(14), pages 1-18, July.
    19. Altaghlibi, Moutaz & Wagener, Florian, 2019. "Unconditional aid and green growth," Journal of Economic Dynamics and Control, Elsevier, vol. 105(C), pages 158-181.
    20. Yogeeswari Subramaniam & Nanthakumar Loganathan, 2024. "Does green finance affect renewable energy development in Singapore?," Journal of Asian Business and Economic Studies, Emerald Group Publishing Limited, vol. 31(3), pages 162-174, March.
    21. Lee, Chien-Chiang & Wang, Chang-song & He, Zhiwen & Xing, Wen-wu & Wang, Keying, 2023. "How does green finance affect energy efficiency? The role of green technology innovation and energy structure," Renewable Energy, Elsevier, vol. 219(P1).
    22. Nguyen, Thi Thu Ha & Naeem, Muhammad Abubakr & Balli, Faruk & Balli, Hatice Ozer & Vo, Xuan Vinh, 2021. "Time-frequency comovement among green bonds, stocks, commodities, clean energy, and conventional bonds," Finance Research Letters, Elsevier, vol. 40(C).
    23. Jingzhi Cao & Haiquan Wu & Yuyou Zou, 2024. "RETRACTED ARTICLE: Advancing sustainable development: the impact of energy transition on accelerating technological progress," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-20, April.
    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. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Panthamit, Nisit & Anwar, Saba & Abbas, Qaiser & Vo, Xuan Vinh, 2021. "Developing Low Carbon Finance Index: Evidence From Developed and Developing Economies," Finance Research Letters, Elsevier, vol. 43(C).
    26. Lee, Chien-Chiang & Xuan, Chengnan & Wang, Fuhao & Wang, Keying, 2024. "Path analysis of green finance on energy transition under climate change," Energy Economics, Elsevier, vol. 139(C).
    27. Thereza Raquel Sales de Aguiar & Shamima Haque & Laura McCann, 2024. "Mapping accounting literature on climate finance: identifying research gaps and reflections on future research," Accounting Research Journal, Emerald Group Publishing Limited, vol. 37(3), pages 249-269, May.
    28. Meredith Fowlie & Robyn Meeks, 2021. "The Economics of Energy Efficiency in Developing Countries," Review of Environmental Economics and Policy, University of Chicago Press, vol. 15(2), pages 238-260.
    29. Wang, Mingsen & Zhong, Daojun & Ali, Sajid & Meo, Muhammad Saeed, 2024. "The windfall of green finance: Advancing environmental sustainability through wind energy," Renewable Energy, Elsevier, vol. 227(C).
    30. Uche, Emmanuel & Ngepah, Nicholas & Das, Narasingha & Dey, Labani, 2024. "Dynamic interactions of green innovations, green transitions and ecological load capacity factor in BRICS," Renewable Energy, Elsevier, vol. 231(C).
    31. Sun, Huaping & Edziah, Bless Kofi & Sun, Chuanwang & Kporsu, Anthony Kwaku, 2019. "Institutional quality, green innovation and energy efficiency," Energy Policy, Elsevier, vol. 135(C).
    32. Stephen Peake & Paul Ekins, 2017. "Exploring the financial and investment implications of the Paris Agreement," Climate Policy, Taylor & Francis Journals, vol. 17(7), pages 832-852, October.
    33. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    34. Rai, Varun & Funkhouser, Erik, 2015. "Emerging insights on the dynamic drivers of international low-carbon technology transfer," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 350-364.
    35. Mohsin, Muhammad & Hanif, Imran & Taghizadeh-Hesary, Farhad & Abbas, Qaiser & Iqbal, Wasim, 2021. "Nexus between energy efficiency and electricity reforms: A DEA-Based way forward for clean power development," Energy Policy, Elsevier, vol. 149(C).
    36. Liu, Yang & Dong, Kangyin & Taghizadeh-Hesary, Farhad, 2023. "How does energy aid mitigate the recipient countries’ carbon emissions?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 359-375.
    37. Chishti, Muhammad Zubair & Sinha, Avik & Zaman, Umer & Shahzad, Umer, 2023. "Exploring the dynamic connectedness among energy transition and its drivers: Understanding the moderating role of global geopolitical risk," Energy Economics, Elsevier, vol. 119(C).
    38. Lee, Chi-Chuan & Li, Xinrui & Yu, Chin-Hsien & Zhao, Jinsong, 2022. "The contribution of climate finance toward environmental sustainability: New global evidence," Energy Economics, Elsevier, vol. 111(C).
    39. Igor Shishlov & Philipp Censkowsky, 2022. "Definitions and accounting of climate finance: between divergence and constructive ambiguity," Climate Policy, Taylor & Francis Journals, vol. 22(6), pages 798-816, July.
    40. Khan, Samiha & Murshed, Muntasir & Ozturk, Ilhan & Khudoykulov, Khurshid, 2022. "The roles of energy efficiency improvement, renewable electricity production, and financial inclusion in stimulating environmental sustainability in the Next Eleven countries," Renewable Energy, Elsevier, vol. 193(C), pages 1164-1176.
    41. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    42. Yan Yang & Yingli Zhang, 2022. "The Impact of the Green Credit Policy on the Short-Term and Long-Term Debt Financing of Heavily Polluting Enterprises: Based on PSM-DID Method," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    43. Sickles,Robin C. & Zelenyuk,Valentin, 2019. "Measurement of Productivity and Efficiency," Cambridge Books, Cambridge University Press, number 9781107036161, November.
    44. Weiler, Florian & Klöck, Carola & Dornan, Matthew, 2018. "Vulnerability, good governance, or donor interests? The allocation of aid for climate change adaptation," World Development, Elsevier, vol. 104(C), pages 65-77.
    45. Zhang, Dongyang & Mohsin, Muhammad & Taghizadeh-Hesary, Farhad, 2022. "Does green finance counteract the climate change mitigation: Asymmetric effect of renewable energy investment and R&D," Energy Economics, Elsevier, vol. 113(C).
    46. Carfora, Alfonso & Scandurra, Giuseppe, 2019. "The impact of climate funds on economic growth and their role in substituting fossil energy sources," Energy Policy, Elsevier, vol. 129(C), pages 182-192.
    47. Fakhri J. Hasanov & Zeeshan Khan & Muzzammil Hussain & Muhammad Tufail, 2021. "Theoretical Framework for the Carbon Emissions Effects of Technological Progress and Renewable Energy Consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 810-822, September.
    48. Dong, Kangyin & Jiang, Qingzhe & Liu, Yang & Shen, Zhiyang & Vardanyan, Michael, 2024. "Is energy aid allocated fairly? A global energy vulnerability perspective," World Development, Elsevier, vol. 173(C).
    49. Alharbi, Samar S. & Al Mamun, Md & Boubaker, Sabri & Rizvi, Syed Kumail Abbas, 2023. "Green finance and renewable energy: A worldwide evidence," Energy Economics, Elsevier, vol. 118(C).
    50. Guo, Wen & Yang, Bo & Ji, Jiong & Liu, Xiaorui, 2023. "Green finance development drives renewable energy development: Mechanism analysis and empirical research," Renewable Energy, Elsevier, vol. 215(C).
    51. Sun, Yunpeng & Bao, Qun & Siao-Yun, Wei & Islam, Misbah ul & Razzaq, Asif, 2022. "Renewable energy transition and environmental sustainability through economic complexity in BRICS countries: Fresh insights from novel Method of Moments Quantile regression," Renewable Energy, Elsevier, vol. 184(C), pages 1165-1176.
    52. Jingzhi Cao & Haiquan Wu & Yuyou Zou, 2024. "Retraction Note: Advancing sustainable development: the impact of energy transition on accelerating technological progress," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-1, December.
    53. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    54. Li, Dmitriy D. & Rishi, Meenakshi & Bae, Jeong Hwan, 2021. "Green official development Aid and carbon emissions: do institutions matter?," Environment and Development Economics, Cambridge University Press, vol. 26(1), pages 88-107, February.
    55. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    56. Haider Mahmood & Ateeq ur Rehman Irshad & Muhammad Tanveer, 2024. "Do innovation and renewable energy transition play their role in environmental sustainability in Western Europe?," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    57. Wang, Zilong & Wang, Xinbin, 2022. "Research on the impact of green finance on energy efficiency in different regions of China based on the DEA-Tobit model," Resources Policy, Elsevier, vol. 77(C).
    58. Hans-Holger Rogner, 2013. "The Effectiveness of Foreign Aid for Sustainable Energy," WIDER Working Paper Series wp-2013-055, World Institute for Development Economic Research (UNU-WIDER).
    59. Lee, Chi-Chuan & Song, Hepeng & An, Jiafu, 2024. "The impact of green finance on energy transition: Does climate risk matter?," Energy Economics, Elsevier, vol. 129(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. Wang, Shubin & Li, Jiabao & Zhao, Erlong, 2024. "Exploring the role of financial technologies and digital trade in shaping trade-adjusted resource consumption in E7 countries," Resources Policy, Elsevier, vol. 88(C).
    2. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    3. Surender Kumar & Madhu Khanna, 2019. "Temperature and production efficiency growth: empirical evidence," Climatic Change, Springer, vol. 156(1), pages 209-229, September.
    4. Zhou, Fangkezi & Pan, Yinghao & Wu, Jie & Xu, Chengzhen & Li, Xingchen, 2024. "The impact of green finance on renewable energy development efficiency in the context of energy security: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 803-816.
    5. 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).
    6. Li, Menghan & Zhang, Kaiyue & Alamri, Ahmad Mohammed & Ageli, Mohammed Moosa & Khan, Numan, 2023. "Resource curse hypothesis and sustainable development: Evaluating the role of renewable energy and R&D," Resources Policy, Elsevier, vol. 81(C).
    7. Wang, Zhongbao & Razzaq, Asif, 2022. "Natural resources, energy efficiency transition and sustainable development: Evidence from BRICS economies," Resources Policy, Elsevier, vol. 79(C).
    8. 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.
    9. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
    10. Fang, Shuya & Fang, Wei, 2023. "How fiscal decentralization and trade diversification influence sustainable development: Moderating role of resources dependency," Resources Policy, Elsevier, vol. 84(C).
    11. Gao, Chunjiao & Chen, Hongxi, 2023. "Electricity from renewable energy resources: Sustainable energy transition and emissions for developed economies," Utilities Policy, Elsevier, vol. 82(C).
    12. Shreya Pal, 2024. "The International Capital Flows and Domestic Savings–domestic Investment Nexus: A Comparative Evidence Between Heterogeneous Developing Regions," South Asian Journal of Macroeconomics and Public Finance, , vol. 13(2), pages 169-212, December.
    13. Jin, Taeyoung, 2022. "Impact of heat and electricity consumption on energy intensity: A panel data analysis," Energy, Elsevier, vol. 239(PA).
    14. Khan, Yasir & Hassan, Taimoor & Guiqin, Huang & Nabi, Ghulam, 2023. "Analyzing the impact of natural resources and rule of law on sustainable environment: A proposed policy framework for BRICS economies," Resources Policy, Elsevier, vol. 86(PA).
    15. Wang, Xiang & Yin, Jian & Yang, Yao & Muda, Iskandar & Abduvaxitovna, Shamansurova Zilola & AlWadi, Belal Mahmoud & Castillo-Picon, Jorge & Abdul-Samad, Zulkiflee, 2023. "Relationship between the resource curse, Forest management and sustainable development and the importance of R&D Projects," Resources Policy, Elsevier, vol. 85(PA).
    16. Hwang, Young Kyu & Sánchez Díez, Ángeles, 2024. "Renewable energy transition and green growth nexus in Latin America," Renewable and Sustainable Energy Reviews, Elsevier, vol. 198(C).
    17. Guan, Zepeng & Hossain, Mohammad Razib & Sheikh, Muhammad Ramzan & Khan, Zeeshan & Gu, Xiao, 2023. "Unveiling the interconnectedness between energy-related GHGs and pro-environmental energy technology: Lessons from G-7 economies with MMQR approach," Energy, Elsevier, vol. 281(C).
    18. Dogan, Eyup & Altinoz, Buket & Madaleno, Mara & Taskin, Dilvin, 2020. "The impact of renewable energy consumption to economic growth: A replication and extension of Inglesi-Lotz (2016)," Energy Economics, Elsevier, vol. 90(C).
    19. 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).
    20. 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.

    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:eee:renene:v:236:y:2024:i:c:s0960148124014952. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    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.