IDEAS home Printed from https://ideas.repec.org/a/wly/natres/v48y2024i4p1007-1028.html

Renewable energy, natural resources, technological innovation, and consumption‐based carbon emissions in China: Tracking environmental neutrality

Author

Listed:
  • Ahmed Samour
  • Atif Jahanger
  • Mumtaz Ali
  • Foday Joof
  • Turgut Tursoy

Abstract

Although numerous empirical studies have scrutinized the impact of technological innovation, renewable energy, and natural resources on carbon emissions (CCO2), there is a lack of empirical knowledge of consumption‐based CCO2 emissions. This study examines the impacts of technological innovation, renewable energy, and natural resources factors on CCO2 emissions in China. In addition, the present work considers the role of the banking sector in environmental neutrality in China from 1990 to 2019. For this purpose, the sophisticated approach of “bootstrap autoregressive distributed lag (BARDL)” is applied to explore the association of the selected indicators on CCO2. The outcomes indicate that (i) economic growth and natural resources negatively impact environmental neutrality; (ii) environment‐related technologies and renewable energy are crucial to promoting environmental neutrality; and (iii) banking sector in China has a positive association with CCO2 emissions. The findings of this work recommend using effective measures to mitigate ecological pollution by using green energy sources and strengthening the banking sector by offering environment‐friendly investment loans. Likewise, strategies should be designed that reinforce sustainable development.

Suggested Citation

  • Ahmed Samour & Atif Jahanger & Mumtaz Ali & Foday Joof & Turgut Tursoy, 2024. "Renewable energy, natural resources, technological innovation, and consumption‐based carbon emissions in China: Tracking environmental neutrality," Natural Resources Forum, Blackwell Publishing, vol. 48(4), pages 1007-1028, November.
  • Handle: RePEc:wly:natres:v:48:y:2024:i:4:p:1007-1028
    DOI: 10.1111/1477-8947.12327
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1477-8947.12327
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1477-8947.12327?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
    ---><---

    References listed on IDEAS

    as
    1. Aqib, Muhammad & Zaman, Khalid, 2023. "Greening the Workforce: The Power of Investing in Human Capital," MPRA Paper 116263, University Library of Munich, Germany, revised 05 Feb 2023.
    2. Ahdi Noomen Ajmi & Roula Inglesi-Lotz, 2021. "Revisiting the Kuznets Curve Hypothesis for Tunisia: Carbon Dioxide vs. Ecological Footprint," Working Papers 202171, University of Pretoria, Department of Economics.
    3. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    4. Magazzino, Cosimo & Mele, Marco & Morelli, Giovanna & Schneider, Nicolas, 2021. "The nexus between information technology and environmental pollution: Application of a new machine learning algorithm to OECD countries," Utilities Policy, Elsevier, vol. 72(C).
    5. Sara Saberi & Mahtab Kouhizadeh & Joseph Sarkis & Lejia Shen, 2019. "Blockchain technology and its relationships to sustainable supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2117-2135, April.
    6. Cheng, Chih-Yang & Chien, Mei-Se & Lee, Chien-Chiang, 2021. "ICT diffusion, financial development, and economic growth: An international cross-country analysis," Economic Modelling, Elsevier, vol. 94(C), pages 662-671.
    7. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    8. Cosimo Magazzino, 2017. "Renewable Energy Consumption-Economic Growth Nexus in Italy," International Journal of Energy Economics and Policy, Econjournals, vol. 7(6), pages 119-127.
    9. Atif Jahanger & Daniel Balsalobre-Lorente & Ahmed Samour & Foday Joof & Mumtaz Ali & Turgut Tursoy, 2022. "Do Renewable Energy and the Real Estate Market Promote Environmental Quality in South Africa: Evidence from the Bootstrap ARDL Approach," Sustainability, MDPI, vol. 14(24), pages 1-17, December.
    10. Song, Chang-Qing & Chang, Chun-Ping & Gong, Qiang, 2021. "Economic growth, corruption, and financial development: Global evidence," Economic Modelling, Elsevier, vol. 94(C), pages 822-830.
    11. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    12. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    13. 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).
    14. 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).
    15. Fang, Zhen, 2023. "Assessing the impact of renewable energy investment, green technology innovation, and industrialization on sustainable development: A case study of China," Renewable Energy, Elsevier, vol. 205(C), pages 772-782.
    16. Paramati, Sudharshan Reddy & Mo, Di & Huang, Ruixian, 2021. "The role of financial deepening and green technology on carbon emissions: Evidence from major OECD economies," Finance Research Letters, Elsevier, vol. 41(C).
    17. Iftikhar Yasin & Nawaz Ahmad & M. Aslam Chaudhary, 2020. "Catechizing the Environmental-Impression of Urbanization, Financial Development, and Political Institutions: A Circumstance of Ecological Footprints in 110 Developed and Less-Developed Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 621-649, January.
    18. Magdalena Radulescu & Daniel Balsalobre-Lorente & Foday Joof & Ahmed Samour & Turgut Türsoy, 2022. "Exploring the Impacts of Banking Development, and Renewable Energy on Ecological Footprint in OECD: New Evidence from Method of Moments Quantile Regression," Energies, MDPI, vol. 15(24), pages 1-14, December.
    19. Liu, Xuemei & Yuan, Shuhan & Yu, Haoran & Liu, Zheng, 2023. "How ecological policy stringency moderates the influence of industrial innovation on environmental sustainability: The role of renewable energy transition in BRICST countries," Renewable Energy, Elsevier, vol. 207(C), pages 194-204.
    20. Robert McNown & Chung Yan Sam & Soo Khoon Goh, 2018. "Bootstrapping the autoregressive distributed lag test for cointegration," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1509-1521, March.
    21. Phillips, Peter C B, 1995. "Fully Modified Least Squares and Vector Autoregression," Econometrica, Econometric Society, vol. 63(5), pages 1023-1078, September.
    22. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    23. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "How effective has the low-carbon city pilot policy been as an environmental intervention in curbing pollution? Evidence from Chinese industrial enterprises," Energy Economics, Elsevier, vol. 118(C).
    24. Khan, Zeeshan & Hussain, Muzzammil & Shahbaz, Muhammad & Yang, Siqun & Jiao, Zhilun, 2020. "Natural resource abundance, technological innovation, and human capital nexus with financial development: A case study of China," Resources Policy, Elsevier, vol. 65(C).
    25. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    26. 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.
    27. Bailu Fu & Zhan Shu & Xiaogang Liu, 2018. "Blockchain Enhanced Emission Trading Framework in Fashion Apparel Manufacturing Industry," Sustainability, MDPI, vol. 10(4), pages 1-19, April.
    28. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    29. Jahanger, Atif & Hossain, Mohammad Razib & Usman, Muhammad & Chukwuma Onwe, Joshua, 2023. "Recent scenario and nexus between natural resource dependence, energy use and pollution cycles in BRICS region: Does the mediating role of human capital exist?," Resources Policy, Elsevier, vol. 81(C).
    30. Gyamfi, Bright Akwasi & Agozie, Divine Q. & Bekun, Festus Victor, 2022. "Can technological innovation, foreign direct investment and natural resources ease some burden for the BRICS economies within current industrial era?," Technology in Society, Elsevier, vol. 70(C).
    31. Hussain, Muzzammil & Lu, Tongrui & Chengang, Ye & Wang, Yiwen, 2023. "Role of economic policies, renewable energy consumption, and natural resources to limit carbon emissions in top five polluted economies," Resources Policy, Elsevier, vol. 83(C).
    32. Li, Guangchen & Wei, Weixian, 2021. "Financial development, openness, innovation, carbon emissions, and economic growth in China," Energy Economics, Elsevier, vol. 97(C).
    33. Chien, FengSheng & Chau, Ka Yin & Sadiq, Muhammad, 2023. "Impact of climate mitigation technology and natural resource management on climate change in China," Resources Policy, Elsevier, vol. 81(C).
    34. Chishti, Muhammad Zubair & Sinha, Avik, 2022. "Do the shocks in technological and financial innovation influence the environmental quality? Evidence from BRICS economies," Technology in Society, Elsevier, vol. 68(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. 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).
    2. Nuta, Alina Cristina & Abban, Olivier Joseph & Ayad, Hicham & Nuta, Florian Marcel, 2025. "Role of financial development and inclusivity in moderating the environmental effects of human development," Research in International Business and Finance, Elsevier, vol. 73(PA).
    3. Mustafa Tevfik Kartal & Shahriyar Mukhtarov & Özer Depren & Fatih Ayhan & Talat Ulussever, 2025. "How Can SDG‐13 Be Achieved by Energy, Environment, and Economy‐Related Policies? Evidence From Five Leading Emerging Countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(4), pages 5110-5133, August.
    4. Lakshmana Padhan & Savita Bhat, 2025. "Analysing the role of globalisation, institutional qualities, and renewable energy consumption in environmental degradation mitigation: the SAARC experience," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 10373-10397, May.
    5. 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).
    6. Ahmad, Munir & Wu, Yiyun, 2022. "Natural resources, technological progress, and ecological efficiency: Does financial deepening matter for G-20 economies?," Resources Policy, Elsevier, vol. 77(C).
    7. Gyamfi, Bright Akwasi & Agozie, Divine Q. & Bekun, Festus Victor, 2022. "Can technological innovation, foreign direct investment and natural resources ease some burden for the BRICS economies within current industrial era?," Technology in Society, Elsevier, vol. 70(C).
    8. Shahbaz, Muhammad & Mallick, Hrushikesh & Mahalik, Mantu Kumar & Sadorsky, Perry, 2016. "The role of globalization on the recent evolution of energy demand in India: Implications for sustainable development," Energy Economics, Elsevier, vol. 55(C), pages 52-68.
    9. Salim, Ruhul & Yao, Yao & Chen, George & Zhang, Lin, 2017. "Can foreign direct investment harness energy consumption in China? A time series investigation," Energy Economics, Elsevier, vol. 66(C), pages 43-53.
    10. Murat Cetin & Ilhan Ozturk & Sevgi Sumerli Sarigul & Muntasir Murshed & Emine Kilavuz, 2025. "Nexus between technological innovation and environmental pollution in selected OECD countries," Natural Resources Forum, Blackwell Publishing, vol. 49(1), pages 841-862, February.
    11. Siming Zuo & Mingxia Zhu & Zhexiao Xu & Judit Oláh & Zoltan Lakner, 2021. "The Dynamic Impact of Natural Resource Rents, Financial Development, and Technological Innovations on Environmental Quality: Empirical Evidence from BRI Economies," IJERPH, MDPI, vol. 19(1), pages 1-17, December.
    12. Sinan Erdogan & Guray Akalin, 2025. "Empirical Evidence on the Impact of Technological Innovation and Human Capital on Improving and Enhancing Environmental Sustainability," Sustainability, MDPI, vol. 17(17), pages 1-17, August.
    13. Jahanger, Atif & Hossain, Mohammad Razib & Usman, Muhammad & Chukwuma Onwe, Joshua, 2023. "Recent scenario and nexus between natural resource dependence, energy use and pollution cycles in BRICS region: Does the mediating role of human capital exist?," Resources Policy, Elsevier, vol. 81(C).
    14. Iqbal, Mubasher & Arshed, Noman & Chan, Ling-Foon, 2024. "Exploring the dynamics: Biodiversity impacts of natural resource extraction with moderating influence of FinTech for sustainable practices in resource-rich nations," Resources Policy, Elsevier, vol. 91(C).
    15. Pata, Ugur Korkut & Ertugrul, Hasan Murat, 2023. "Do the Kyoto Protocol, geopolitical risks, human capital and natural resources affect the sustainability limit? A new environmental approach based on the LCC hypothesis," Resources Policy, Elsevier, vol. 81(C).
    16. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
    17. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    18. Ugur Korkut Pata & Mustafa Tevfik Kartal, 2025. "Testing the ecological effect of wind and solar energy consumption: A novel regularized common correlated effect approach for top oil‐importing countries," Natural Resources Forum, Blackwell Publishing, vol. 49(2), pages 1754-1768, May.
    19. Furuoka, Fumitaka, 2015. "Financial development and energy consumption: Evidence from a heterogeneous panel of Asian countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 430-444.
    20. Jahanger, Atif & Usman, Muhammad & Murshed, Muntasir & Mahmood, Haider & Balsalobre-Lorente, Daniel, 2022. "The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations," Resources Policy, Elsevier, vol. 76(C).

    More about this item

    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:wly:natres:v:48:y:2024:i:4:p:1007-1028. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1477-8947 .

    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.