IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v318y2025ics0360544225003160.html
   My bibliography  Save this article

Environmental Poverty from the lens of sustainable development and financial inclusion: Evaluating the importance of energy productivity and clean energy electricity

Author

Listed:
  • Khan, Zeeshan
  • Zhu, Xufeng
  • Chatti, Walid

Abstract

This study aims to explore the impacts of sustainable development, energy productivity, financial inclusion, and clean energy electricity output on environmental poverty for fourteen OECD countries using data from 2004 to 2020. This study employed a novel indicator for sustainable development and constructed a nonparametric index for financial inclusion to cover the COP28 perspective. This study used non parametric tests, i.e., the method of moments quantile regression (MMQREG) and found that sustainable development, green finance, energy productivity, and eco-innovation coefficients are negative and decrease environmental poverty in the OECD countries. The effects of financial inclusion and environment-related taxes are positive for the linear term and negative for the nonlinear term effects on environmental poverty. The impacts of environmental regulation and clean electricity do not help reduce environmental poverty. In terms of policy implications, this study recommends increasing investment in green finance, encouraging financial inclusion, and promoting all the key dimensions of sustainable development that could be crucial for alleviating environmental poverty in these economies.

Suggested Citation

  • Khan, Zeeshan & Zhu, Xufeng & Chatti, Walid, 2025. "Environmental Poverty from the lens of sustainable development and financial inclusion: Evaluating the importance of energy productivity and clean energy electricity," Energy, Elsevier, vol. 318(C).
  • Handle: RePEc:eee:energy:v:318:y:2025:i:c:s0360544225003160
    DOI: 10.1016/j.energy.2025.134674
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544225003160
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2025.134674?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. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    2. Mahmood, Nasir & Zhao, Yingjun & Lou, Qinqin & Geng, Jinzhou, 2022. "Role of environmental regulations and eco-innovation in energy structure transition for green growth: Evidence from OECD," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    3. Lee, Chien-Chiang & Chen, Pei-Fen & Chu, Pin-Jie, 2023. "Green recovery through financial inclusion of mobile payment: A study of low- and middle-income Asian countries," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 729-747.
    4. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    5. Safi, Adnan & Kchouri, Bilal & Elgammal, Walid & Nicolas, Melhim Khoury & Umar, Muhammad, 2024. "Bridging the green gap: Do green finance and digital transformation influence sustainable development?," Energy Economics, Elsevier, vol. 134(C).
    6. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    7. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    8. Nawaz, Saima & Iqbal, Nasir, 2021. "How cash transfers program affects environmental poverty among ultra-poor? Insights from the BISP in Pakistan," Energy Policy, Elsevier, vol. 148(PB).
    9. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    10. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    11. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    12. Weicheng Xu & Xiaoyi Feng & Yiying Zhu, 2023. "The Impact of Green Finance on Carbon Emissions in China: An Energy Consumption Optimization Perspective," Sustainability, MDPI, vol. 15(13), pages 1-23, July.
    13. 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.
    14. Daniela Melania Mihai & Marius Dalian Doran & Silvia Puiu & Nicoleta Mihaela Doran & Elena Jianu & Teodor Marian Cojocaru, 2023. "Managing Environmental Policy Stringency to Ensure Sustainable Development in OECD Countries," Sustainability, MDPI, vol. 15(21), pages 1-13, October.
    15. Fareed, Zeeshan & Rehman, Mubeen Abdur & Adebayo, Tomiwa Sunday & Wang, Yihan & Ahmad, Munir & Shahzad, Farrukh, 2022. "Financial inclusion and the environmental deterioration in Eurozone: The moderating role of innovation activity," Technology in Society, Elsevier, vol. 69(C).
    16. 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.
    17. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    18. Adnan Khurshid & Abdur Rauf & Sadia Qayyum & Adrian Cantemir Calin & WenQi Duan, 2023. "Green innovation and carbon emissions: the role of carbon pricing and environmental policies in attaining sustainable development targets of carbon mitigation—evidence from Central-Eastern Europe," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 8777-8798, August.
    19. 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.
    20. Lee, Chien-Chiang & Wang, Fuhao, 2022. "How does digital inclusive finance affect carbon intensity?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 174-190.
    21. Cheng, Qiongwen & Zhao, Xiaoge & Zhong, Shihu & Xing, Yudan, 2024. "Digital financial inclusion, resident consumption, and urban carbon emissions in China: A transaction cost perspective," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1336-1352.
    22. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    23. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    24. Jaffe, Adam B. & Newell, Richard G. & Stavins, Robert N., 2005. "A tale of two market failures: Technology and environmental policy," Ecological Economics, Elsevier, vol. 54(2-3), pages 164-174, August.
    25. Obobisa, Emma Serwaa & Ahakwa, Isaac, 2024. "Stimulating the adoption of green technology innovation, clean energy resources, green finance, and environmental taxes: The way to achieve net zero CO2 emissions in Europe?," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    26. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    27. Emma Serwaa Obobisa, 2024. "An econometric study of eco‐innovation, clean energy, and trade openness toward carbon neutrality and sustainable development in OECD countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3075-3099, August.
    28. Kirikkaleli, Dervis, 2023. "Resource efficiency, energy productivity, and environmental quality in Japan," Resources Policy, Elsevier, vol. 85(PB).
    29. 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.
    30. Yan Liu, 2023. "Energy efficiency, cleaner energy and energy related prices: evidence from dynamic generalised method of moments," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(2), pages 2106280-210, December.
    31. Lawrence Goulder, 1995. "Environmental taxation and the double dividend: A reader's guide," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 2(2), pages 157-183, August.
    32. Suleman Sarwar & Dalia Streimikiene & Rida Waheed & Zouheir Mighri, 2021. "Revisiting the empirical relationship among the main targets of sustainable development: Growth, education, health and carbon emissions," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(2), pages 419-440, March.
    33. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2022. "Rural income growth, ethnic differences, and household cooking fuel choice: Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    34. Umar, Muhammad & Safi, Adnan, 2023. "Do green finance and innovation matter for environmental protection? A case of OECD economies," Energy Economics, Elsevier, vol. 119(C).
    35. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    36. 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.
    37. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    38. Dogan, Eyup & Madaleno, Mara & Taskin, Dilvin, 2021. "Which households are more energy vulnerable? Energy poverty and financial inclusion in Turkey," Energy Economics, Elsevier, vol. 99(C).
    39. Qin, Meng & Zhang, Xiaojing & Li, Yameng & Badarcea, Roxana Maria, 2023. "Blockchain market and green finance: The enablers of carbon neutrality in China," Energy Economics, Elsevier, vol. 118(C).
    40. Liu, Xiaoguang & Ji, Qiang & Yu, Jian, 2021. "Sustainable development goals and firm carbon emissions: Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 103(C).
    41. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    42. Muhammad Tariq & Yingzhi Xu & Kifayat Ullah & Biying Dong, 2024. "Toward low‐carbon emissions and green growth for sustainable development in emerging economies: Do green trade openness, eco‐innovation, and carbon price matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 959-978, February.
    43. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    44. Ahmad, Najid & Youjin, Liu & Žiković, Saša & Belyaeva, Zhanna, 2023. "The effects of technological innovation on sustainable development and environmental degradation: Evidence from China," Technology in Society, Elsevier, vol. 72(C).
    45. Cergibozan, Raif, 2022. "Renewable energy sources as a solution for energy security risk: Empirical evidence from OECD countries," Renewable Energy, Elsevier, vol. 183(C), pages 617-626.
    46. Gu, Xiao & Shen, Xi & Zhong, Xiangming & Wu, Tong & Rahim, Syed, 2023. "Natural resources and undesired productions of environmental outputs as green growth: EKC in the perspective of green finance and green growth in the G7 region," Resources Policy, Elsevier, vol. 82(C).
    47. Zhong, Min & Umar, Muhammad & Mirza, Nawazish & Safi, Adnan, 2024. "Mineral resource Optimization: The Nexus of sustainability, digital transformation, and green finance in OECD economies," Resources Policy, Elsevier, vol. 90(C).
    48. 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).
    49. Acheampong, Alex O. & Amponsah, Mary & Boateng, Elliot, 2020. "Does financial development mitigate carbon emissions? Evidence from heterogeneous financial economies," Energy Economics, Elsevier, vol. 88(C).
    50. Feng, Haiyan & Li, Yan, 2024. "The role of fintech, natural resources, environmental taxes and urbanization on environmental sustainability: Evidence from the novel panel data approaches," Resources Policy, Elsevier, vol. 92(C).
    51. Zhou, Xiaomeng & Chen, Huangen & Mirza, Nawazish & Safi, Adnan, 2024. "Greening mineral resources extraction: A pathway to carbon neutrality through energy productivity and institutional reform," Resources Policy, Elsevier, vol. 91(C).
    52. Jin, Cheng & Lv, Zhiwei & Li, Zengrong & Sun, Kehan, 2023. "Green finance, renewable energy and carbon neutrality in OECD countries," Renewable Energy, Elsevier, vol. 211(C), pages 279-284.
    53. Xiaowei Song & Muhammad Irfan & Ibrahim Alnafrah & Yu Hao, 2024. "Economic policy uncertainty and carbon neutrality in China: Do sustainable energy and eco‐innovation make a difference?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 4057-4070, August.
    54. Zakari, Abdulrasheed & Khan, Irfan & Tan, Duojiao & Alvarado, Rafael & Dagar, Vishal, 2022. "Energy efficiency and sustainable development goals (SDGs)," Energy, Elsevier, vol. 239(PE).
    55. Erik Frohm & Filippo Maria D’Arcangelo & Tobias Kruse & Mauro Pisu & Urban Sila, 2023. "Environmental policy stringency and CO2 emissions: Evidence from cross-country sector-level data," OECD Economics Department Working Papers 1773, OECD Publishing.
    56. Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
    57. Nawaz, Saima & Iqbal, Nasir, 2020. "The impact of unconditional cash transfer on fuel choices among ultra-poor in Pakistan: Quasi-experimental evidence from the Benazir Income Support Program," Energy Policy, Elsevier, vol. 142(C).
    58. Renzhi, Nuobu & Baek, Yong Jun, 2020. "Can financial inclusion be an effective mitigation measure? evidence from panel data analysis of the environmental Kuznets curve," Finance Research Letters, Elsevier, vol. 37(C).
    59. Wang, Tianyang & Umar, Muhammad & Li, Menggang & Shan, Shan, 2023. "Green finance and clean taxes are the ways to curb carbon emissions: An OECD experience," Energy Economics, Elsevier, vol. 124(C).
    60. Xie, Peijun & Jamaani, Fouad, 2022. "Does green innovation, energy productivity and environmental taxes limit carbon emissions in developed economies: Implications for sustainable development," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 66-78.
    61. Hickel, Jason, 2020. "The sustainable development index: Measuring the ecological efficiency of human development in the anthropocene," Ecological Economics, Elsevier, vol. 167(C).
    62. Nick Johnstone & Ivan Haščič & Margarita Kalamova, 2010. "Environmental Policy Design Characteristics and Technological Innovation: Evidence from Patent Data," OECD Environment Working Papers 16, OECD Publishing.
    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. 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).
    2. Khan, Zeeshan & Chatti, Walid & Zhu, Xufeng, 2024. "Public energy R&D spending and green energy for sustainable development: COP28 perspective of G7 economies," Energy, Elsevier, vol. 313(C).
    3. 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.
    4. Zia, Hafiz Muhammad Yasir & Yang, Wanping & Masood, Abdullah & Ahmed, Afaf & Aldawsari, Salem Hamad, 2025. "Can money help to achieve the Paris agreement goal? the missing piece of the puzzle: How green monetary policy can bridge the emissions gap," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 494-529.
    5. 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).
    6. Song, Chenchen & Wu, Zhendong & Dong, Rebecca Kechen & Dinçer, Hasan, 2023. "Greening south Asia: Investing in sustainability and innovation to preserve natural resources and combat environmental pollution," Resources Policy, Elsevier, vol. 86(PB).
    7. Shahbaz, Muhammad & Syed, Jawad & Kumar, Mantu & Hammoudeh, Shawkat, 2017. "Does globalization worsen environmental quality in developed economies?," MPRA Paper 80055, University Library of Munich, Germany, revised 06 Jul 2017.
    8. 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).
    9. Hodžić, Sabina & Šikić, Tanja Fatur & Dogan, Eyup, 2023. "Green environment in the EU countries: The role of financial inclusion, natural resources and energy intensity," Resources Policy, Elsevier, vol. 82(C).
    10. Chukwuemeka Chinonso Emenekwe & Robert Ugochukwu Onyeneke & Chinedum Uzoma Nwajiuba & Ifeoma Quinette Anugwa & Obioma Uchenna Emenekwe, 2025. "Determinants of consumption-based and production-based carbon emissions," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 10303-10339, May.
    11. Olatunji A. Shobande & Simplice A. Asongu, 2021. "Financial Development, Human Capital Development and Climate Change in East and Southern Africa," Working Papers 21/042, European Xtramile Centre of African Studies (EXCAS).
    12. Akram, Vaseem & Rath, Badri Narayan, 2020. "What do we know about fiscal sustainability across Indian states?," Economic Modelling, Elsevier, vol. 87(C), pages 307-321.
    13. 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).
    14. Wei, Haoqiang & Yue, Guiling & Khan, Noor Ullah, 2024. "Uncovering the impact of Fintech, Natural Resources, Green Finance and Green Growth on Environment sustainability in BRICS: An MMQR analysis," Resources Policy, Elsevier, vol. 89(C).
    15. Soto, Gonzalo H & Martinez-Cobas, Xavier, 2024. "Green energy policies and energy poverty in Europe: Assessing low carbon dependency and energy productivity," Energy Economics, Elsevier, vol. 136(C).
    16. Cao, Chunyan & Chen, Wei & Aslam, Misbah, 2023. "COP26 perspective of natural resources extraction: Oil and mineral resources perspective of developed economies," Resources Policy, Elsevier, vol. 82(C).
    17. Afef Bouattour & Maha Kalai & Kamel Helali, 2024. "The non-linear relationship between ESG performance and bank stability in the digital era: new evidence from a regime-switching approach," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    18. Zia Ul Haq & Usman Mehmood & Salman Tariq & Ayesha Mariam, 2024. "The Impacts of Globalization and GDP on CO2 Emissions: Do Technological Innovation and Renewable Energy Lower Some Burden in SAARC Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15499-15522, December.
    19. Abbas, Shujaat & Saqib, Najia & Mohammed, Kamel Si & Sahore, Nidhi & Shahzad, Umer, 2024. "Pathways towards carbon neutrality in low carbon cities: The role of green patents, R&D and energy use for carbon emissions," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    20. 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.

    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:energy:v:318:y:2025:i:c:s0360544225003160. 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/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.