IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v82y2023ics0301420723002635.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420723002635
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resourpol.2023.103552?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. 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.
    2. 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.
    3. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    4. 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.
    5. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    6. 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.
    7. 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.
    8. 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).
    9. 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).
    10. 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.
    11. 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).
    12. 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.
    13. 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.
    14. 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).
    15. 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).
    16. 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.
    17. 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.
    18. 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.
    19. 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).
    20. 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.
    21. 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).
    22. 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.
    23. 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.
    24. 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).
    25. 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.
    26. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    27. Managi, Shunsuke & Jena, Pradyot Ranjan, 2008. "Environmental productivity and Kuznets curve in India," Ecological Economics, Elsevier, vol. 65(2), pages 432-440, April.
    28. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chi, Mingyuan & Ping, Wang, 2024. "Resources abundant economies and sustainability of economic growth: A novel panel evidence of high resources economies," Resources Policy, Elsevier, vol. 88(C).
    2. Zhao, Qian & Qin, Chuan & Ding, Longfei & Cheng, Ying-Yue & Vătavu, Sorana, 2023. "Can green bond improve the investment efficiency of renewable energy?," Energy Economics, Elsevier, vol. 127(PB).
    3. 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).
    4. Wang, Zhen & Huang, Yaoxuan & Ankrah, Victoria & Dai, Jiapeng, 2023. "Greening the knowledge-based economies: Harnessing natural resources and innovation in information and communication technologies for green growth," Resources Policy, Elsevier, vol. 86(PA).
    5. Jiang, Yihuo & Ni, Hongliang & Ni, Yihan & Guo, Xiaomei, 2023. "Assessing environmental, social, and governance performance and natural resource management policies in China's dual carbon era for a green economy," Resources Policy, Elsevier, vol. 85(PB).
    6. 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).
    7. Dao, Ngoc Bich & Truong, Huong Hoang Diep & Shahbaz, Muhammad & Chu, Lan Khanh, 2024. "The impacts of natural resources rents diversification, uncertainty, and environmental technologies on ecological sustainability: Empirical evidence from OECD countries," Resources Policy, Elsevier, vol. 91(C).
    8. Meng, Lingyan & Li, Jinshi, 2024. "Natural resources volatility and geopolitical risk: A novel perspective of oil and mineral rents using quantile-quantile regression for China," Resources Policy, Elsevier, vol. 88(C).
    9. Chen, Liang & Guo, Yirong, 2023. "The drivers of sustainable development: Natural resources extraction and education for low-middle- and high-income countries," Resources Policy, Elsevier, vol. 86(PB).
    10. Alsagr, Naif & Ozturk, Ilhan, 2024. "Natural resources rent and green investment: Does institutional quality matter?," Resources Policy, Elsevier, vol. 90(C).
    11. Valentine, Soumtang Bime & Itchoko Motande, Mondjeli Mwa Ndjokou & Salim Ahmed, Vessah Mbouombouo, 2024. "Revisiting natural resources and economic complexity nexus: Does financial development matter in developing countries?," Resources Policy, Elsevier, vol. 93(C).
    12. Li, Menghan & Zaidan, Amal Mousa & Ageli, Mohammed Moosa & Wahab, Salman & Khan, Zeeshan, 2023. "Natural resources, environmental policies and renewable energy resources for production-based emissions: OECD economies evidence," Resources Policy, Elsevier, vol. 86(PA).
    13. Wu, Zihao & Gao, Jun & Xu, Hui & Shi, Guanqun & Zaidan, Amal Mousa & Ageli, Mohammed Moosa, 2023. "Visualizing symmetric and asymmetric settings in MMQR for natural resources extraction and economic performance: A COVID-19 perspective," Resources Policy, Elsevier, vol. 85(PB).
    14. Zheng, Chengting & Wu, Shufang & Teng, Yin-Pei & Wu, Shuzhao & Wang, Zhe, 2023. "Natural resources, tourism resources and economic growth: A new direction to natural resources perspective and investment," Resources Policy, Elsevier, vol. 86(PB).
    15. Liu, Hui & Chen, Donglin, 2024. "Asymmetrical impact of natural resources and the digital economy on green growth in the top five Asian knowledge-based economies," Resources Policy, Elsevier, vol. 88(C).
    16. Huang, Lilong & Dong, Dongdong & Dong, Xueqin, 2023. "Natural resources extraction, financial expansion and remittances: South Asian economies perspective of sustainable development," Resources Policy, Elsevier, vol. 84(C).
    17. Kong, Yan & Dong, Chuntong & Zhang, Yingyu, 2023. "Quantile on Quantile Analysis of Natural resources-growth and geopolitical risk trilemma," Resources Policy, Elsevier, vol. 85(PA).
    18. Huang, Tianwei & Yang, Lei & Liu, Yufei & Liu, Haibing, 2023. "Dutch disease revisited: China's provincial data perspective with the role of green finance and technology peak," Resources Policy, Elsevier, vol. 83(C).
    19. Li, Xiang & Tong, Xiuyu, 2024. "Fostering green growth in Asian developing economies: The role of good governance in mitigating the resource curse," Resources Policy, Elsevier, vol. 90(C).
    20. Xiong, Wei & Jiang, Mengzhen & Tashkhodjaev, Mukhtorkhon & Pashayev, Zohrab, 2023. "Greening the economic recovery: Natural resource market efficiency as a key driver," Resources Policy, Elsevier, vol. 86(PB).
    21. Chu, Chien-Chi & Yunis, Manal & Huang, Xiying & Mi, Yingye & Wu, Yida & Ji, Yun, 2024. "Examining the nexus of mineral resources, technology adoption, and economic expansion in advancing sustainable development in OECD economies," Resources Policy, Elsevier, vol. 91(C).
    22. Cao, Lansheng & Gu, Ming & Jin, Ding & Wang, Changyan, 2023. "Geopolitical risk and economic security: Exploring natural resources extraction from BRICS region," Resources Policy, Elsevier, vol. 85(PB).
    23. Han, Dongmei & Teng, Fangfei & Jia, Ruoya, 2023. "Achieving the goal of net-zero requires both resource efficiency and efficient business management," Resources Policy, Elsevier, vol. 86(PA).

    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. Li, Ying & Tariq, Muhammad & Khan, Saleem & Rjoub, Husam & Azhar, Aisha, 2022. "Natural resources rents, capital formation and economic performance: Evaluating the role of globalization," Resources Policy, Elsevier, vol. 78(C).
    2. 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).
    3. Li, Xuelin & Yang, Lin, 2023. "Natural resources, remittances and carbon emissions: A Dutch Disease perspective with remittances for South Asia," Resources Policy, Elsevier, vol. 85(PB).
    4. Zheng, Chengting & Wu, Shufang & Teng, Yin-Pei & Wu, Shuzhao & Wang, Zhe, 2023. "Natural resources, tourism resources and economic growth: A new direction to natural resources perspective and investment," Resources Policy, Elsevier, vol. 86(PB).
    5. Ma, Qiang & Mentel, Grzegorz & Zhao, Xin & Salahodjaev, Raufhon & Kuldasheva, Zebo, 2022. "Natural resources tax volatility and economic performance: Evaluating the role of digital economy," Resources Policy, Elsevier, vol. 75(C).
    6. 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).
    7. Shu, Haicheng & Wang, Yu & Umar, Muhammad & Zhong, Yifan, 2023. "Dynamics of renewable energy research, investment in EnvoTech and environmental quality in the context of G7 countries," Energy Economics, Elsevier, vol. 120(C).
    8. Wang, Chen & Xia, Mengli & Wang, Piao & Xu, Junjie, 2022. "Renewable energy output, energy efficiency and cleaner energy: Evidence from non-parametric approach for emerging seven economies," Renewable Energy, Elsevier, vol. 198(C), pages 91-99.
    9. Liu, Xiaojing & Yang, Jie & Bilan, Yuriy & Shahzad, Umer, 2023. "Resources curse hypothesis and COP26 target: Mineral and oil resources economies COVID-19 perspective," Resources Policy, Elsevier, vol. 83(C).
    10. Wang, Zhongbao & Razzaq, Asif, 2022. "Natural resources, energy efficiency transition and sustainable development: Evidence from BRICS economies," Resources Policy, Elsevier, vol. 79(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. Wu, Zihao & Gao, Jun & Xu, Hui & Shi, Guanqun & Zaidan, Amal Mousa & Ageli, Mohammed Moosa, 2023. "Visualizing symmetric and asymmetric settings in MMQR for natural resources extraction and economic performance: A COVID-19 perspective," Resources Policy, Elsevier, vol. 85(PB).
    13. Xu, Jiaqi & Zhao, Jingfeng & She, Shengxiang & Liu, Wen, 2022. "Green growth, natural resources and sustainable development: Evidence from BRICS economies," Resources Policy, Elsevier, vol. 79(C).
    14. Liu, Qiang & Sun, Hongyu & Luo, Haiming, 2022. "Resource-richness, technological innovation, and sustainable development: Evidence from emerging economies," Resources Policy, Elsevier, vol. 79(C).
    15. Ding, Yuanyi, 2023. "Does natural resources cause sustainable financial development or resources curse? Evidence from group of seven economies," Resources Policy, Elsevier, vol. 81(C).
    16. Zheng, Li & Yuan, Ling & Khan, Zeeshan & Badeeb, Ramez Abubakr & Zhang, Leilei, 2023. "How G-7 countries are paving the way for net-zero emissions through energy efficient ecosystem?," Energy Economics, Elsevier, vol. 117(C).
    17. Liu, Qiang & Zhao, Zhongwei & Liu, Yiran & He, Yao, 2022. "Natural resources commodity prices volatility, economic performance and environment: Evaluating the role of oil rents," Resources Policy, Elsevier, vol. 76(C).
    18. Deng, Wei & Akram, Rabia & Mirza, Nawazish, 2022. "Economic performance and natural resources: Evaluating the role of economic risk," Resources Policy, Elsevier, vol. 78(C).
    19. Yang, Bin & Wu, Qiong & Sharif, Arshian & Uddin, Gazi Salah, 2023. "Non-linear impact of natural resources, green financing, and energy transition on sustainable environment: A way out for common prosperity in NORDIC countries," Resources Policy, Elsevier, vol. 83(C).
    20. Na Xin & Zhuoting Xie, 2023. "Financial inclusion and trade adjusted carbon emissions: Evaluating the role of environment related taxes employing non‐parametric panel methods," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 78-90, February.

    More about this item

    Keywords

    Green growth; Globalization; Green finance; Natural resources; EKC; G7;
    All these keywords.

    JEL classification:

    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:jrpoli:v:82:y:2023:i:c:s0301420723002635. 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.elsevier.com/locate/inca/30467 .

    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.