IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v27y2025i6d10.1007_s10668-024-04513-9.html
   My bibliography  Save this article

Impact of financial inclusion, economic growth, natural resource rents, and natural energy use on carbon emissions: the MMQR approach

Author

Listed:
  • Teining Shang

    (The University of Edinburgh)

  • Ahmed Samour

    (Dhofar University)

  • Jawad Abbas

    (University of Central Punjab, Pakistan)

  • Mumtaz Ali

    (Near East University)

  • Turgut Tursoy

    (Near East University)

Abstract

The association among natural resources, financial inclusion, and ecological neutrality has witnessed a lively debate in recent decades. However, insufficient empirical evidence exists to establish a clear link between financial inclusion and CO2 emissions in top-emitting nations. To fill this gap, this study is focused on the world’s top-ten carbon emitter countries from 2004 to 2018 using the novel “Method of Moment Quantile-Regression”. The empirical results of this study show that capitalizing renewable energy contributes to enhancing environmental quality. Conversely, the outcomes show that financial inclusion is positively connected with ecological pollution. The results also indicated that natural resource rent negatively affects ecological quality. This study validates the “pollution haven theory” hypotheses in the nations examined, specifically emphasizing the element of financial inclusion. In this context, the outcomes imply that policy makers in these countries must design green financial policies that promote sustainable communities by supporting the investment in renewable green technologies.

Suggested Citation

  • Teining Shang & Ahmed Samour & Jawad Abbas & Mumtaz Ali & Turgut Tursoy, 2025. "Impact of financial inclusion, economic growth, natural resource rents, and natural energy use on carbon emissions: the MMQR approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(6), pages 14143-14173, June.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:6:d:10.1007_s10668-024-04513-9
    DOI: 10.1007/s10668-024-04513-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-024-04513-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-024-04513-9?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. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    2. Henderson, Kirsten & Loreau, Michel, 2023. "A model of Sustainable Development Goals: Challenges and opportunities in promoting human well-being and environmental sustainability," Ecological Modelling, Elsevier, vol. 475(C).
    3. Baulch, Bob & Duong Do, Thuy & Le, Thai-Ha, 2018. "Constraints to the uptake of solar home systems in Ho Chi Minh City and some proposals for improvement," Renewable Energy, Elsevier, vol. 118(C), pages 245-256.
    4. 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.
    5. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    6. Li, Sheng & Samour, Ahmed & Irfan, Muhammad & Ali, Madad, 2023. "Role of renewable energy and fiscal policy on trade adjusted carbon emissions: Evaluating the role of environmental policy stringency," Renewable Energy, Elsevier, vol. 205(C), pages 156-165.
    7. Ahmed Mohamed Habib & Umar Nawaz Kayani, 2023. "Evaluating the Super-Efficiency of Working Capital Management Using Data Envelopment Analysis: Does COVID-19 Matter?," SN Operations Research Forum, Springer, vol. 4(2), pages 1-20, June.
    8. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    9. Nawaz, Kishwar & Lahiani, Amine & Roubaud, David, 2019. "Natural resources as blessings and finance-growth nexus: A bootstrap ARDL approach in an emerging economy," Resources Policy, Elsevier, vol. 60(C), pages 277-287.
    10. Ozcan, Burcu & Tzeremes, Panayiotis G. & Tzeremes, Nickolaos G., 2020. "Energy consumption, economic growth and environmental degradation in OECD countries," Economic Modelling, Elsevier, vol. 84(C), pages 203-213.
    11. 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.
    12. Zhikang Xie & Xinglin Liu & Hina Najam & Qinghua Fu & Jawad Abbas & Ubaldo Comite & Laura Mariana Cismas & Andra Miculescu, 2022. "Achieving Financial Sustainability through Revenue Diversification: A Green Pathway for Financial Institutions in Asia," Sustainability, MDPI, vol. 14(6), pages 1-16, March.
    13. Khan, Zeeshan & Ali, Shahid & Dong, Kangyin & Li, Rita Yi Man, 2021. "How does fiscal decentralization affect CO2 emissions? The roles of institutions and human capital," Energy Economics, Elsevier, vol. 94(C).
    14. Liu, Haiying & Alharthi, Majed & Atil, Ahmed & Zafar, Muhammad Wasif & Khan, Irfan, 2022. "A non-linear analysis of the impacts of natural resources and education on environmental quality: Green energy and its role in the future," Resources Policy, Elsevier, vol. 79(C).
    15. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    16. Qing, Lingli & Li, Peng & Mehmood, Usman & Dagestani, Abd Alwahed, 2024. "Uncovering the potential impacts of financial inclusion and human development on ecological sustainability in the presence of natural resources and government stability: Evidence from G-20 nations," Resources Policy, Elsevier, vol. 88(C).
    17. Abbas, Jawad & Wang, Lisu & Ben Belgacem, Samira & Pawar, Puja Sunil & Najam, Hina & Abbas, Jaffar, 2023. "Investment in renewable energy and electricity output: Role of green finance, environmental tax, and geopolitical risk: Empirical evidence from China," Energy, Elsevier, vol. 269(C).
    18. Zhao, Wen-Xuan & Samour, Ahmed & Yi, Kefu & Al-Faryan, Mamdouh Abdulaziz Saleh, 2023. "Do technological innovation, natural resources and stock market development promote environmental sustainability? Novel evidence based on the load capacity factor," Resources Policy, Elsevier, vol. 82(C).
    19. Sharif, Arshian & Mishra, Shekhar & Sinha, Avik & Jiao, Zhilun & Shahbaz, Muhammad & Afshan, Sahar, 2020. "The renewable energy consumption-environmental degradation nexus in Top-10 polluted countries: Fresh insights from quantile-on-quantile regression approach," Renewable Energy, Elsevier, vol. 150(C), pages 670-690.
    20. 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.
    21. Tamanna Dalwai & Ahmed Mohamed Habib & Syeeda Shafiya Mohammadi & Khaled Hussainey, 2023. "Does managerial ability and auditor report readability affect corporate liquidity and cost of debt?," Asian Review of Accounting, Emerald Group Publishing Limited, vol. 31(3), pages 437-459, February.
    22. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    23. repec:hal:journl:hal-03532512 is not listed on IDEAS
    24. Solaymani, Saeed, 2019. "CO2 emissions patterns in 7 top carbon emitter economies: The case of transport sector," Energy, Elsevier, vol. 168(C), pages 989-1001.
    25. Ali, Mumtaz & Joof, Foday & Samour, Ahmed & Tursoy, Turgut & Balsalobre-Lorente, Daniel & Radulescu, Magdalena, 2023. "Testing the impacts of renewable energy, natural resources rent, and technological innovation on the ecological footprint in the USA: Evidence from Bootstrapping ARDL," Resources Policy, Elsevier, vol. 86(PA).
    26. Shahbaz, Muhammad & Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China," Energy Economics, Elsevier, vol. 107(C).
    27. Anwar, Ahsan & Siddique, Muhammad & Eyup Dogan, & Sharif, Arshian, 2021. "The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 164(C), pages 956-967.
    28. Adekoya, Oluwasegun B. & Ajayi, Gbenga E. & Suhrab, Muhammad & Oliyide, Johnson A., 2022. "How critical are resource rents, agriculture, growth, and renewable energy to environmental degradation in the resource-rich African countries? The role of institutional quality," Energy Policy, Elsevier, vol. 164(C).
    29. Sun, Yunpeng & Anwar, Ahsan & Razzaq, Asif & Liang, Xueping & Siddique, Muhammad, 2022. "Asymmetric role of renewable energy, green innovation, and globalization in deriving environmental sustainability: Evidence from top-10 polluted countries," Renewable Energy, Elsevier, vol. 185(C), pages 280-290.
    30. Dechezleprêtre, Antoine & Nachtigall, Daniel & Venmans, Frank, 2023. "The joint impact of the European Union emissions trading system on carbon emissions and economic performance," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    31. Yao, Xingyuan & Tang, Xiaobo, 2021. "Does financial structure affect CO2 emissions? Evidence from G20 countries," Finance Research Letters, Elsevier, vol. 41(C).
    32. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    33. Xiao Hu & Shumaila Mazhar Khan & Shijiao Huang & Jawad Abbas & Mirabela Constanta Matei & Daniel Badulescu, 2022. "Employees’ Green Enterprise Motivation and Green Creative Process Engagement and Their Impact on Green Creative Performance," IJERPH, MDPI, vol. 19(10), pages 1-13, May.
    34. Afshan, Sahar & Ozturk, Ilhan & Yaqoob, Tanzeela, 2022. "Facilitating renewable energy transition, ecological innovations and stringent environmental policies to improve ecological sustainability: Evidence from MM-QR method," Renewable Energy, Elsevier, vol. 196(C), pages 151-160.
    35. Zhao, Jun & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin, 2021. "Assessing energy poverty and its effect on CO2 emissions: The case of China," Energy Economics, Elsevier, vol. 97(C).
    36. Arshian Sharif & Sahar Afshan & Bushra Shahzad Khan, 2018. "Does democracy embolden economic growth in Pakistan? Evidence from ARDL bound testing and rolling window analysis," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 15(2), pages 180-203.
    37. Joof, Foday & Samour, Ahmed & Ali, Mumtaz & Tursoy, Turgut & Haseeb, Mohammad & Hossain, Md. Emran & Kamal, Mustafa, 2023. "Symmetric and asymmetric effects of gold, and oil price on environment: The role of clean energy in China," Resources Policy, Elsevier, vol. 81(C).
    38. Mohammed Musah, 2023. "Stock market development and environmental quality in EU member countries: a dynamic heterogeneous approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11153-11187, October.
    39. Ponle Henry Kareem & Mumtaz Ali & Turgut Tursoy & Wagdi Khalifa, 2023. "Testing the Effect of Oil Prices, Ecological Footprint, Banking Sector Development and Economic Growth on Energy Consumptions: Evidence from Bootstrap ARDL Approach," Energies, MDPI, vol. 16(8), pages 1-19, April.
    40. Binder, Martin & Coad, Alex, 2011. "From Average Joe's happiness to Miserable Jane and Cheerful John: using quantile regressions to analyze the full subjective well-being distribution," Journal of Economic Behavior & Organization, Elsevier, vol. 79(3), pages 275-290, August.
    41. Matthew A. Cole & Robert J. R. Elliott, 2005. "FDI and the Capital Intensity of “Dirty” Sectors: A Missing Piece of the Pollution Haven Puzzle," Review of Development Economics, Wiley Blackwell, vol. 9(4), pages 530-548, November.
    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. Afshan, Sahar & Ozturk, Ilhan & Yaqoob, Tanzeela, 2022. "Facilitating renewable energy transition, ecological innovations and stringent environmental policies to improve ecological sustainability: Evidence from MM-QR method," Renewable Energy, Elsevier, vol. 196(C), pages 151-160.
    2. Atif Jahanger & Ashar Awan & Ahsan Anwar & Tomiwa Sunday Adebayo, 2023. "Greening the Brazil, Russia, India, China and South Africa (BRICS) economies: Assessing the impact of electricity consumption, natural resources, and renewable energy on environmental footprint," Natural Resources Forum, Blackwell Publishing, vol. 47(3), pages 484-503, August.
    3. Ma, Qiang & Li, Sa & Aslam, Misbah & Ali, Naveed & Alamri, Ahmad Mohammed, 2023. "Extraction of natural resources and sustainable renewable energy: COP26 target in the context of financial inclusion," Resources Policy, Elsevier, vol. 82(C).
    4. Sun, Yunpeng & Anwar, Ahsan & Razzaq, Asif & Liang, Xueping & Siddique, Muhammad, 2022. "Asymmetric role of renewable energy, green innovation, and globalization in deriving environmental sustainability: Evidence from top-10 polluted countries," Renewable Energy, Elsevier, vol. 185(C), pages 280-290.
    5. 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).
    6. Javed, Asif & Shabir, Maria & Rao, Fabeha & Uddin, Muhammad Salah, 2025. "Effect of green technological innovation and financial development on green energy transition in N-11 countries: Evidence from the novel Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 242(C).
    7. Muhammad Shahzad Sardar & Nabila Asghar & Hafeez ur Rehman, 2024. "Moderation of competitiveness in determining environmental sustainability: economic growth and transport sector carbon emissions in global perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 1481-1503, January.
    8. Fu, Guomin & Zhu, Sijia, 2023. "Innovation, financial risk and natural resources for sustainable development: Fresh evidence from BRICS economies," Resources Policy, Elsevier, vol. 80(C).
    9. Chien, FengSheng, 2022. "How renewable energy and non-renewable energy affect environmental excellence in N-11 economies?," Renewable Energy, Elsevier, vol. 196(C), pages 526-534.
    10. Han, Guixin & Cai, Xuesen, 2024. "The linkages among natural resources, sustainable energy technologies and human capital: An evidence from N-11 countries," Resources Policy, Elsevier, vol. 90(C).
    11. Inuwa, Nasiru & Adamu, Sagir & Hamza, Yusuf & Sani, Mohammed Bello, 2023. "Does dichotomy between resource dependence and resource abundance matters for resource curse hypothesis? New evidence from quantiles via moments," Resources Policy, Elsevier, vol. 81(C).
    12. Arjun & Bibhuti Ranjan Mishra, 2025. "Asymmetric role of environmental policy stringency, fiscal, and monetary policy on environmental sustainability: Evidence from BRICS‐T countries," Natural Resources Forum, Blackwell Publishing, vol. 49(2), pages 1187-1218, May.
    13. 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.
    14. Jahanger, Atif & Yu, Yang & Hossain, Mohammad Razib & Murshed, Muntasir & Balsalobre-Lorente, Daniel & Khan, Uzma, 2022. "Going away or going green in NAFTA nations? Linking natural resources, energy utilization, and environmental sustainability through the lens of the EKC hypothesis," Resources Policy, Elsevier, vol. 79(C).
    15. Talan, Amogh & Rao, Amar & Sharma, Gagan Deep & Apostu, Simona-Andreea & Abbas, Shujaat, 2023. "Transition towards clean energy consumption in G7: Can financial sector, ICT and democracy help?," Resources Policy, Elsevier, vol. 82(C).
    16. Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How much does financial inclusion contribute to renewable energy growth? Ways to realize green finance in China," Renewable Energy, Elsevier, vol. 198(C), pages 760-771.
    17. Chen, Ming & Chen, Junying, 2023. "Natural resources extraction in emerging economies: Does it promote sustainable development or crowd-out real sector?," Resources Policy, Elsevier, vol. 83(C).
    18. Liu, Dongwang & Yang, Ziqi, 2024. "Asymmetric linkages among fintech, oil prices, governance, and growth in Southeast Asian economies," Resources Policy, Elsevier, vol. 88(C).
    19. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    20. Anwar, Ahsan & Siddique, Muhammad & Eyup Dogan, & Sharif, Arshian, 2021. "The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 164(C), pages 956-967.

    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:spr:endesu:v:27:y:2025:i:6:d:10.1007_s10668-024-04513-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.