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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

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  • Gu, Xiao
  • Shen, Xi
  • Zhong, Xiangming
  • Wu, Tong
  • Rahim, Syed

Abstract

Green Growth is measured via generating income from natural resources consumption and undesired productions of environmental outputs (Green growth is a crucial economic growth perspective). Similarly, greenhouse gas, carbon, and other pollution emissions are regarded as the leading causes of climate change and global warming, swiftly increasing over the past few decades. As a result of the increased income level, the economic activities in developed economies increase the use of trade-adjusted carbon (CCO2) emissions. This research analyzes the nexus between globalization, green finance, green growth, and CCO2 emissions in the G7 economies throughout 1990–2021. Using second-generation estimation approaches, the study found the cointegration between the variables. Due to the non-symmetric data distribution, it is essential to use the novel moment quantile regression approach method. The examined outcomes indicate that income (economic) growth is progressive in CCO2 emissions. Whereas globalization exhibits a significant adverse influence on the CCO2 emissions in the region. Further, the results revealed that green finance and green growth are not yet developed, positively related to the CCO2 emissions. However, after reaching a threshold level, both these variables substantially decline the level of CCO2 emissions in the region. The models' robustness is validated via the bootstrap quantile estimator. In addition to the robust analysis, this study also found that the region's leading factors of CCO2 emissions are natural resources, including minerals and natural gas. Based on empirical estimates, this study suggests increased investment in green finance.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:jrpoli:v:82:y:2023:i:c:s0301420723002635
    DOI: 10.1016/j.resourpol.2023.103552
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    1. Hasanov, Fakhri J. & Liddle, Brantley & Mikayilov, Jeyhun I., 2018. "The impact of international trade on CO2 emissions in oil exporting countries: Territory vs consumption emissions accounting," Energy Economics, Elsevier, vol. 74(C), pages 343-350.
    2. Lingui Qin & Syed Raheem & Muntasir Murshed & Xu Miao & Zeeshan Khan & Dervis Kirikkaleli, 2021. "Does financial inclusion limit carbon dioxide emissions? Analyzing the role of globalization and renewable electricity output," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1138-1154, November.
    3. 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).
    4. Jorg Breitung, 2005. "A Parametric approach to the Estimation of Cointegration Vectors in Panel Data," Econometric Reviews, Taylor & Francis Journals, vol. 24(2), pages 151-173.
    5. Sencer Atasoy, Burak, 2017. "Testing the environmental Kuznets curve hypothesis across the U.S.: Evidence from panel mean group estimators," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 731-747.
    6. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    7. Ibrahim, Ridwan Lanre & Al-mulali, Usama & Ozturk, Ilhan & Bello, Ajide Kazeem & Raimi, Lukman, 2022. "On the criticality of renewable energy to sustainable development: Do green financial development, technological innovation, and economic complexity matter for China?," Renewable Energy, Elsevier, vol. 199(C), pages 262-277.
    8. 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.
    9. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    10. Chien, Fengsheng & Hsu, Ching-Chi & Ozturk, Ilhan & Sharif, Arshian & Sadiq, Muhammad, 2022. "The role of renewable energy and urbanization towards greenhouse gas emission in top Asian countries: Evidence from advance panel estimations," Renewable Energy, Elsevier, vol. 186(C), pages 207-216.
    11. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    12. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    13. Murillo Campello & Antonio F. Galvao & Ted Juhl, 2019. "Testing for Slope Heterogeneity Bias in Panel Data Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(4), pages 749-760, October.
    14. Geng, Qianqian & Wang, Ying & Wang, Xiaoqing, 2023. "The impact of natural resource endowment and green finance on green economic efficiency in the context of COP26," Resources Policy, Elsevier, vol. 80(C).
    15. Razzaq, Asif & Sharif, Arshian & Afshan, Sahar & Li, Claire J., 2023. "Do climate technologies and recycling asymmetrically mitigate consumption-based carbon emissions in the United States? New insights from Quantile ARDL," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    16. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Skare, Marinko, 2022. "Inclusive infrastructure development, green innovation, and sustainable resource management: Evidence from China’s trade-adjusted material footprints," Resources Policy, Elsevier, vol. 79(C).
    17. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    18. Gangopadhyay, Partha & Das, Narasingha & Alam, G.M. Monirul & Khan, Uzma & Haseeb, Mohammad & Hossain, Md. Emran, 2023. "Revisiting the carbon pollution-inhibiting policies in the USA using the quantile ARDL methodology: What roles can clean energy and globalization play?," Renewable Energy, Elsevier, vol. 204(C), pages 710-721.
    19. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    20. Managi, Shunsuke & Jena, Pradyot Ranjan, 2008. "Environmental productivity and Kuznets curve in India," Ecological Economics, Elsevier, vol. 65(2), pages 432-440, April.
    21. Tilsted, Joachim Peter & Bjørn, Anders & Majeau-Bettez, Guillaume & Lund, Jens Friis, 2021. "Accounting matters: Revisiting claims of decoupling and genuine green growth in Nordic countries," Ecological Economics, Elsevier, vol. 187(C).
    22. Huo, Da & Zhang, Xiaotao & Meng, Shuang & Wu, Gang & Li, Junhang & Di, Ruoqi, 2022. "Green finance and energy efficiency: Dynamic study of the spatial externality of institutional support in a digital economy by using hidden Markov chain," Energy Economics, Elsevier, vol. 116(C).
    23. Dervis Kirikkaleli & Hasan Güngör & Tomiwa Sunday Adebayo, 2022. "Consumption‐based carbon emissions, renewable energy consumption, financial development and economic growth in Chile," Business Strategy and the Environment, Wiley Blackwell, vol. 31(3), pages 1123-1137, March.
    24. Umer Shahzad & Magdalena Radulescu & Syed Rahim & Cem Isik & Zahid Yousaf & Stefan Alexandru Ionescu, 2021. "Do Environment-Related Policy Instruments and Technologies Facilitate Renewable Energy Generation? Exploring the Contextual Evidence from Developed Economies," Energies, MDPI, vol. 14(3), pages 1-25, January.
    25. Long Jinru & Zhong Changbiao & Bilal Ahmad & Muhammad Irfan & Rabia Nazir, 2022. "How do green financing and green logistics affect the circular economy in the pandemic situation: key mediating role of sustainable production," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 3836-3856, December.
    26. Zhou, Mingxiang & Li, Xing, 2022. "Influence of green finance and renewable energy resources over the sustainable development goal of clean energy in China," Resources Policy, Elsevier, vol. 78(C).
    27. Zeeshan Khan & Muhsin Ali & Dervis Kirikkaleli & Salman Wahab & Zhilun Jiao, 2020. "The impact of technological innovation and public‐private partnership investment on sustainable environment in China: Consumption‐based carbon emissions analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1317-1330, September.
    28. Zhang, Hongsheng & Xiong, Peizhi & Yang, Shangzhao & Yu, Jinna, 2023. "Renewable energy utilization, green finance and agricultural land expansion in China," Resources Policy, Elsevier, vol. 80(C).
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    Keywords

    Green growth; Globalization; Green finance; Natural resources; EKC; G7;
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