IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v247y2025ics096014812500521x.html
   My bibliography  Save this article

Response of energy transition and education in promoting the ecological balance in the BRICS countries

Author

Listed:
  • Manzoor, Shahid
  • Abbas, Ali
  • Chen, Songsheng
  • Zhang, Guoqing
  • Khan, Anwar

Abstract

Climate challenges and environmental degradation are obvious threats that disturb the ecological balance. To confront this situation, researchers are on high alert to identify the indicators affecting ecological sustainability. Accordingly, this study investigates the long-term impact of energy transition and education on maintaining ecological balance in Brazil, Russia, India, China and South African economies by constructing an energy transition index using data between 2000 and 2021. The study employs Feasible Generalized Least Squares as the primary analytical tool, and the main outcomes are re-confirmed through the Driscoll-Kraay model and quantile regression across multiple quantiles. Findings indicate that energy transition plays a positive role in maintaining ecological balance. Conversely, education negatively impacts ecological balance driven by industrial growth and heightened consumption linked to higher income levels. Policy recommendations include intensifying investment in renewable energy and incorporating sustainability-focused content in educational frameworks to mitigate its environmental downsides.

Suggested Citation

  • Manzoor, Shahid & Abbas, Ali & Chen, Songsheng & Zhang, Guoqing & Khan, Anwar, 2025. "Response of energy transition and education in promoting the ecological balance in the BRICS countries," Renewable Energy, Elsevier, vol. 247(C).
  • Handle: RePEc:eee:renene:v:247:y:2025:i:c:s096014812500521x
    DOI: 10.1016/j.renene.2025.122859
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S096014812500521X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2025.122859?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Shang, Yunfeng & Razzaq, Asif & Chupradit, Supat & Binh An, Nguyen & Abdul-Samad, Zulkiflee, 2022. "The role of renewable energy consumption and health expenditures in improving load capacity factor in ASEAN countries: Exploring new paradigm using advance panel models," Renewable Energy, Elsevier, vol. 191(C), pages 715-722.
    2. Shrestha, Ram M. & Rajbhandari, Salony, 2010. "Energy and environmental implications of carbon emission reduction targets: Case of Kathmandu Valley, Nepal," Energy Policy, Elsevier, vol. 38(9), pages 4818-4827, September.
    3. Hu, Bangyong & Alola, Andrew Adewale & Tauni, Muhammad Zubair & Adebayo, Tomiwa Sunday & Abbas, Shujaat, 2023. "Pathway to cleaner environment: How effective are renewable electricity and financial development approaches?," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 277-292.
    4. Tore Bersvendsen & Jan Ditzen, 2021. "Testing for slope heterogeneity in Stata," Stata Journal, StataCorp LLC, vol. 21(1), pages 51-80, March.
    5. Bhattacharya, Mita & Inekwe, John N. & Sadorsky, Perry, 2020. "Consumption-based and territory-based carbon emissions intensity: Determinants and forecasting using club convergence across countries," Energy Economics, Elsevier, vol. 86(C).
    6. Kartal, Mustafa Tevfik & Ghosh, Sudeshna & Adebayo, Tomiwa Sunday, 2023. "Renewable energy effect on economy and environment: The case of G7 countries through novel bootstrap rolling window approach," Renewable Energy, Elsevier, vol. 216(C).
    7. Nilüfer Pekin Alakoç & Sahar Daghagh Yazd & Melinda Oroszlányová, 2024. "Building a greener environment: education levels and their links to CO2 reduction," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 13(4), pages 503-514, October.
    8. Jin, Guangzhu & Huang, Zhenhui, 2023. "Asymmetric impact of renewable electricity consumption and industrialization on environmental sustainability: Evidence through the lens of load capacity factor," Renewable Energy, Elsevier, vol. 212(C), pages 514-522.
    9. Bashir, Muhammad Farhan & Shahbaz, Muhammad & Malik, Muhammad Nasir & Ma, Beiling & Wang, Jianming, 2023. "Energy transition, natural resource consumption and environmental degradation: The role of geopolitical risk in sustainable development," Resources Policy, Elsevier, vol. 85(PA).
    10. Wen Jun & Nafeesa Mughal & Prabjot Kaur & Zhaopeng Xing & Vipin Jain & Phan The Cong, 2022. "Achieving green environment targets in the world’s top 10 emitter countries: the role of green innovations and renewable electricity production," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5310-5335, December.
    11. Ullah, Farid & Cai, Helen Huifen & Yuan, Qiong & Ul-Haq, Jabbar, 2024. "Plenty of resources and energy security risk nexus: Evidence from BRICS economies," Resources Policy, Elsevier, vol. 92(C).
    12. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    13. Wang, Dong & Wang, Ziwei & Cai, Wanhuan & Wu, Qiuxiang, 2024. "Digital inclusive finance, higher education expansion and regional carbon emissions: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1091-1101.
    14. 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.
    15. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    16. Fernando Rios-Avila & Michelle Lee Maroto, 2024. "Moving Beyond Linear Regression: Implementing and Interpreting Quantile Regression Models With Fixed Effects," Sociological Methods & Research, , vol. 53(2), pages 639-682, May.
    17. Zheng, Liya & Umar, Muhammad & Safi, Adnan & Khaddage-Soboh, Nada, 2024. "The role of higher education and institutional quality for carbon neutrality: Evidence from emerging economies," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 406-417.
    18. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    19. Murshed, Muntasir, 2024. "The role of Fintech financing in correcting ecological problems caused by mineral resources: Testing the novel ecological deficit hypothesis," Resources Policy, Elsevier, vol. 88(C).
    20. Khan, Irfan & Zakari, Abdulrasheed & Dagar, Vishal & Singh, Sanjeet, 2022. "World energy trilemma and transformative energy developments as determinants of economic growth amid environmental sustainability," Energy Economics, Elsevier, vol. 108(C).
    21. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    22. Rial, Rafael Cardoso, 2024. "Biofuels versus climate change: Exploring potentials and challenges in the energy transition," Renewable and Sustainable Energy Reviews, Elsevier, vol. 196(C).
    23. Shahbaz, Muhammad & Ozturk, Ilhan & Afza, Talat & Ali, Amjad, 2013. "Revisiting the environmental Kuznets curve in a global economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 494-502.
    24. Ying Xin & Shuobin Yang & Muhammad Faisal Rasheed, 2023. "Exploring the impacts of education and unemployment on CO2 emissions," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(2), pages 2110139-211, July.
    25. Wang, Bo & Wang, Jianda & Dong, Kangyin & Dong, Xiucheng, 2023. "Is the digital economy conducive to the development of renewable energy in Asia?," Energy Policy, Elsevier, vol. 173(C).
    26. Zhou, Zhanhang & Zeng, Chen & Li, Keke & Yang, Yuemin & Zhao, Kuokuo & Wang, Zhen, 2024. "Decomposition of the decoupling between electricity CO2 emissions and economic growth: A production and consumption perspective," Energy, Elsevier, vol. 293(C).
    27. Im, K.S. & Pesaran, M.H., 2003. "On The Panel Unit Root Tests Using Nonlinear Instrumental Variables," Cambridge Working Papers in Economics 0347, Faculty of Economics, University of Cambridge.
    28. Khan, Zeeshan & Ali, Muhsin & Jinyu, Liu & Shahbaz, Muhammad & Siqun, Yang, 2020. "Consumption-based carbon emissions and trade nexus: Evidence from nine oil exporting countries," Energy Economics, Elsevier, vol. 89(C).
    29. Işık, Cem & Bulut, Umit & Ongan, Serdar & Islam, Hasibul & Irfan, Muhammad, 2024. "Exploring how economic growth, renewable energy, internet usage, and mineral rents influence CO2 emissions: A panel quantile regression analysis for 27 OECD countries," Resources Policy, Elsevier, vol. 92(C).
    30. Baffour Gyau, Emmanuel & Appiah, Michael & Gyamfi, Bright Akwasi & Achie, Theodoria & Naeem, Muhammad Abubakr, 2024. "Transforming banking: Examining the role of AI technology innovation in boosting banks financial performance," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    31. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    32. Balaguer, Jacint & Cantavella, Manuel, 2018. "The role of education in the Environmental Kuznets Curve. Evidence from Australian data," Energy Economics, Elsevier, vol. 70(C), pages 289-296.
    33. Pata, Ugur Korkut & Isik, Cem, 2021. "Determinants of the load capacity factor in China: A novel dynamic ARDL approach for ecological footprint accounting," Resources Policy, Elsevier, vol. 74(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. Sun, Chuanwang & Khan, Anwar & Cai, Weiyi, 2024. "The response of energy aid and natural resources consumption in load capacity factor of the Asia Pacific emerging countries," Energy Policy, Elsevier, vol. 190(C).
    2. Bilgehan Tekin & Sadik Aden Dirir & Kadir Aden, 2025. "Integrating sustainable finance into energy policies: A comprehensive study on the influence of green investments on energy performance in OECD nations," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 2883-2911, July.
    3. Voumik, Liton Chandra & Ghosh, Smarnika & Rashid, Mamunur & Das, Mihir Kumar & Esquivias, Miguel Angel & Rojas, Omar, 2024. "The effect of geopolitical risk and green technology on load capacity factors in BRICS," Utilities Policy, Elsevier, vol. 88(C).
    4. Erti Jiaduo & Md. Golam Kibria & Nazhat Nury Aspy & Ehsan Ullah & Md. Emran Hossain, 2023. "The Impact of Agricultural Employment and Technological Innovation on the Environment: Evidence from BRICS Nations Considering a Novel Environmental Sustainability Indicator," Sustainability, MDPI, vol. 15(20), pages 1-21, October.
    5. Bilgehan Tekin, 2024. "The catalyzing role of financial inclusion in decoding environmental challenges and fostering a sustainable future in BRICS‐T," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1572-1603, November.
    6. Gabriel Bruneau & Kevin Moran, 2017. "Exchange rate fluctuations and labour market adjustments in Canadian manufacturing industries," Canadian Journal of Economics, Canadian Economics Association, vol. 50(1), pages 72-93, February.
    7. Piana Monsur Mindia & Md Qamruzzaman & Nusrat Farzana, 2024. "Exploring the Impact of Good Governance and Innovation on Export Earnings, Clean Energy, Remittances, and Zero Carbon Emissions in Sub-Saharan African Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 14(4), pages 265-284, July.
    8. Pami Dua & Neha Verma & Deepika Goel, 2024. "Trade, FDI and Emissions in South Asia: Role of Global and Regional Linkages," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 25(2), pages 103-125, September.
    9. Shah, Syed Sumair & Nakouwo, Solomon Nborkan & Sobirjonovna, Gulnora Murodova & Khan, Anwar, 2025. "Exploring the sustainability impact of green bonds on ecological and resource capacities," Renewable Energy, Elsevier, vol. 243(C).
    10. Zhang, Chuanguo & Zhou, Xiangxue, 2016. "Does foreign direct investment lead to lower CO2 emissions? Evidence from a regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 943-951.
    11. Faouzi Boujedra & Mehdi Ben Jebli, 2025. "Unraveling the interaction effect between the educated labor force and patent applications on environmental quality in OECD countries: investigation of N-shaped EKC hypothesis," Climatic Change, Springer, vol. 178(1), pages 1-25, January.
    12. Chunqiao Song & Qamar Ali & Muhammad Rizwan Yaseen & Muhammad Tariq Iqbal Khan, 2025. "The nexus between tourism and social capital development: The role of institutional quality and globalization," Natural Resources Forum, Blackwell Publishing, vol. 49(2), pages 1219-1237, May.
    13. Eibinger, Tobias & Deixelberger, Beate & Manner, Hans, 2024. "Panel data in environmental economics: Econometric issues and applications to IPAT models," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    14. Muhammad Ramzan & Hong Li, 2025. "An analytical framework to link factors affecting agricultural trade intensity in the world: pathways to sustainable agricultural development 2030 agenda," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 1223-1272, January.
    15. Brantley Liddle & Fakhri Hasanov, 2022. "Industry electricity price and output elasticities for high-income and middle-income countries," Empirical Economics, Springer, vol. 62(3), pages 1293-1319, March.
    16. Hosan, Shahadat & Rahman, Md Matiar & Karmaker, Shamal Chandra & Saha, Bidyut Baran, 2023. "Energy subsidies and energy technology innovation: Policies for polygeneration systems diffusion," Energy, Elsevier, vol. 267(C).
    17. Muhammad Shahbaz & Cem Işık & Serdar Ongan & Bekhzod Kuziboev, 2025. "Investigating resource curse/Blessing hypothesis in Central Asia: Do mineral resources matter for economic growth?," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 38(3), pages 625-638, September.
    18. Munawar-Shah, Syed & Abdul-Majid, Mariani & Hussain-Shah, Syed, 2014. "Assessing Fiscal Sustainability for SAARC and IMT-GT Countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 5(2), pages 26-40.
    19. Ronghui Xie & Shengjie Zhang, 2024. "Re†examining the impact of global foreign direct investment (FDI) inflows on haze pollution—considering the moderating mechanism of environmental regulation," Energy & Environment, , vol. 35(6), pages 3186-3209, September.
    20. 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.

    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:eee:renene:v:247:y:2025:i:c:s096014812500521x. 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.