IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v88y2024ics0301420723010851.html
   My bibliography  Save this article

Influence of trade liberalization and digital trade on material footprint in the BRICS region

Author

Listed:
  • Yingchao, He
  • Xiang, Yijun

Abstract

Resource efficiency (REF) is essential in designing a sustainable climate policy. Environmental susceptibility and resource deficiency instigate the economies worldwide on how to maintain and identify the factors of REF. Although numerous studies explore the determinants of sustainable resource management, scant attention has been given which integrates and evaluating its linkage with trade liberalization (TL), digital trade (DT), and technology innovations (TI). In this dimension, our study scrutinizes the influence of TL, DT, and TI on REF in BRICS economies using the annual data from 2005 to 2021. Besides, economic prosperity (GDP) and industrial value addition (IVA) are included as control variables to enhance the model's performance. For empirical assessment, the study employs the cross-sectional autoregressive distributed lag (CS-ARDL) technique to address the issues of cross-section dependency and slope heterogeneity. The model's findings reveal that TL, DT, and TI are the significant factors of REF in reducing the resource footprint; however, GDP and IVA decrease the REF by spurring resource consumption. In addition, the findings are echoed through alternative panel estimators. The overall outcomes provide result-based recommendations to the policymakers that they should promote digital transformation and technological enhancements in international trade policy to achieve resource sustainability.

Suggested Citation

  • Yingchao, He & Xiang, Yijun, 2024. "Influence of trade liberalization and digital trade on material footprint in the BRICS region," Resources Policy, Elsevier, vol. 88(C).
    • Handle: RePEc:eee:jrpoli:v:88:y:2024:i:c:s0301420723010851
    DOI: 10.1016/j.resourpol.2023.104374
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420723010851
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resourpol.2023.104374?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. Dwivedi, Yogesh K. & Hughes, Laurie & Kar, Arpan Kumar & Baabdullah, Abdullah M. & Grover, Purva & Abbas, Roba & Andreini, Daniela & Abumoghli, Iyad & Barlette, Yves & Bunker, Deborah & Chandra Kruse,, 2022. "Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action," International Journal of Information Management, Elsevier, vol. 63(C).
    2. Leitão, João & Ferreira, Joaquim & Santibanez-González, Ernesto, 2022. "New insights into decoupling economic growth, technological progress and carbon dioxide emissions: Evidence from 40 countries," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    3. Lisha, Liu & Mousa, Saeed & Arnone, Gioia & Muda, Iskandar & Huerta-Soto, Rosario & Shiming, Zhai, 2023. "Natural resources, green innovation, fintech, and sustainability: A fresh insight from BRICS," Resources Policy, Elsevier, vol. 80(C).
    4. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    5. 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.
    6. Shahnazi, Rouhollah & Dehghan Shabani, Zahra, 2021. "The effects of renewable energy, spatial spillover of CO2 emissions and economic freedom on CO2 emissions in the EU," Renewable Energy, Elsevier, vol. 169(C), pages 293-307.
    7. Huiling Liu & Huiling Liu & Youcheng Zhou, 2022. "How does green trade affect the environment? Evidence from China," Journal of Economic Analysis, Anser Press, vol. 1(1), pages 1-19, September.
    8. Sun, Yunpeng & Ajaz, Tahseen & Razzaq, Asif, 2022. "How infrastructure development and technical efficiency change caused resources consumption in BRICS countries: Analysis based on energy, transport, ICT, and financial infrastructure indices," Resources Policy, Elsevier, vol. 79(C).
    9. Qiao, Hongqiang & Kang, Yongwei & Yan, Jixuan & Zhang, Jia & Zheng, Zhiqin & Liang, Qiaoxia, 2023. "What role does trade expansion play in the natural resource sustainability of highly resource-consuming countries? Testing Moderating Role of Exports and Innovation," Resources Policy, Elsevier, vol. 82(C).
    10. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    11. abid, Nabila & Ceci, Federica & Razzaq, Asif, 2023. "Inclusivity of information and communication technology in ecological governance for sustainable resources management in G10 countries," Resources Policy, Elsevier, vol. 81(C).
    12. Asif Razzaq & Arshian Sharif & Paiman Ahmad & Kittisak Jermsittiparsert, 2021. "Asymmetric role of tourism development and technology innovation on carbon dioxide emission reduction in the Chinese economy: Fresh insights from QARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 176-193, January.
    13. Siyu Ren & Zhiyuan Liu & Zhiyuan Liu & Mingyue Du, 2022. "Does the internet development put pressure on energy-saving potential for environmental sustainability? Evidence from China," Journal of Economic Analysis, Anser Press, vol. 1(1), pages 50-65, September.
    14. 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.
    15. Li, Yi-Wen & Zhang, Wen-Wen & Zhao, Bin & Sharp, Basil & Gu, Yu & Xu, Shi-Chun & Rao, Lan-lan, 2023. "Natural resources and human development: Role of ICT in testing the resource-curse hypothesis in N11 and BRICS countries," Resources Policy, Elsevier, vol. 81(C).
    16. Recep Ulucak & Danish & Salah Ud‐Din Khan, 2020. "Does information and communication technology affect CO2 mitigation under the pathway of sustainable development during the mode of globalization?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 857-867, July.
    17. Abid, Mehdi & sakrafi, Habib & Gheraia, Zouheyr & Abdelli, Hanane, 2022. "Does renewable energy consumption affect ecological footprints in Saudi Arabia? A bootstrap causality test," Renewable Energy, Elsevier, vol. 189(C), pages 813-821.
    18. Yuxin Meng & Lu Liu & Zhenlong Xu & Wenwen Gong & Guanpeng Yan, 2022. "Research on the Heterogeneity of Green Biased Technology Progress in Chinese Industries: Decomposition Index Analysis Based on the Slacks-based measure integrating," Journal of Economic Analysis, Anser Press, vol. 1(2), pages 17-34, December.
    19. 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).
    20. repec:bba:eallet:v:1:y:2022:i:1:p:15-21 is not listed on IDEAS
    21. Fang, Ming & Chang, Chiu-Lan, 2023. "The role of COP26 commitment and technological innovation in depletion of natural resources: Evidence from BRICS countries," Resources Policy, Elsevier, vol. 81(C).
    22. Lutter, Stephan & Giljum, Stefan & Bruckner, Martin, 2016. "A review and comparative assessment of existing approaches to calculate material footprints," Ecological Economics, Elsevier, vol. 127(C), pages 1-10.
    23. Jieping Chen & Xiaoli Hu & Ummara Razi & Gadaf Rexhepi, 2022. "The sustainable potential of efficient air-transportation industry and green innovation in realising environmental sustainability in G7 countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 3814-3835, December.
    24. Sun, Yanlei & Wang, Siyao & Xing, Zhanlei, 2023. "Do international trade diversification, intellectual capital, and renewable energy transition ensure effective natural resources management in BRICST region," Resources Policy, Elsevier, vol. 81(C).
    25. Paolo Agnolucci & Florian Flachenecker & Magnus Söderberg, 2017. "The causal impact of economic growth on material use in Europe," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 6(4), pages 415-432, October.
    26. Wei, Yi & Liu, Qing, 2023. "How does the travel and tourism industry contribute to sustainable resource management? The moderating role of ICT in highly resource-consuming countries," Resources Policy, Elsevier, vol. 82(C).
    27. Zhang, Xudong & Song, Xueqian & Lu, Jianguang & Liu, Fei, 2022. "How financial development and digital trade affect ecological sustainability: The role of renewable energy using an advanced panel in G-7 Countries," Renewable Energy, Elsevier, vol. 199(C), pages 1005-1015.
    28. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    29. Li, ChangZheng & Razzaq, Asif & Ozturk, Ilhan & Sharif, Arshian, 2023. "Natural resources, financial technologies, and digitalization: The role of institutional quality and human capital in selected OECD economies," Resources Policy, Elsevier, vol. 81(C).
    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. Dong, Xueqin & Dong, Dongdong & Yu, Qing, 2024. "Impact of oil, gold, and energy prices on resources footprint: Evaluating the role of digital governance and financial development," Resources Policy, Elsevier, vol. 92(C).

    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. Wang, Shubin & Li, Jiabao & Zhao, Erlong, 2024. "Exploring the role of financial technologies and digital trade in shaping trade-adjusted resource consumption in E7 countries," Resources Policy, Elsevier, vol. 88(C).
    2. Liang, Huijun & Shi, Changkuan & Abid, Nabila & Yu, Yanliang, 2023. "Are digitalization and human development discarding the resource curse in emerging economies?," Resources Policy, Elsevier, vol. 85(PB).
    3. Liao, Qi & Zeng, Heng, 2023. "How do financial development and ICT moderate financial resource curse hypothesis in developing countries?," Resources Policy, Elsevier, vol. 85(PA).
    4. Guo, Xiuping & Meng, Xianglei & Luan, Qingfeng & Wang, Yanhua, 2023. "Trade openness, globalization, and natural resources management: The moderating role of economic complexity in newly industrialized countries," Resources Policy, Elsevier, vol. 85(PA).
    5. Liu, Yuhua & Chen, Kexin, 2024. "Integrated effect of financial development and digital trade on resources footprint: Role of and agricultural value added in MINT countries," Resources Policy, Elsevier, vol. 90(C).
    6. Li, Tianqun & Chen, Yuhan & Zhou, Liangxiao, 2023. "Impact of trade, technology, and tourism on resources depletion across Belt and Road Node countries," Resources Policy, Elsevier, vol. 83(C).
    7. abid, Nabila & Ceci, Federica & Razzaq, Asif, 2023. "Inclusivity of information and communication technology in ecological governance for sustainable resources management in G10 countries," Resources Policy, Elsevier, vol. 81(C).
    8. Chengyonghui, Duan & Ni, Soh Wei & San, Ong Tze & Rahim, Norhuda BT Abdul, 2023. "What role public debt plays to moderate the influence of natural resources on financial development? Appraising Resource-Curse Hypothesis in MENA Region," Resources Policy, Elsevier, vol. 86(PA).
    9. 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).
    10. Han, Zhanbing & Heng, Yixin, 2024. "Do fintech and trade diversification discard the natural resource dependency in MENA countries?," Resources Policy, Elsevier, vol. 89(C).
    11. Zhang, Cuifang & Xiang, Xiandeng, 2023. "Fiscal decentralization, environmental policy stringency, and resource sustainability: Panacea or Pandora's box in high resource consuming countries," Resources Policy, Elsevier, vol. 83(C).
    12. Abid, Nabila & Ahmad, Fayyaz & Aftab, Junaid & Razzaq, Asif, 2023. "A blessing or a burden? Assessing the impact of Climate Change Mitigation efforts in Europe using Quantile Regression Models," Energy Policy, Elsevier, vol. 178(C).
    13. Jin, Guangzhu & Huang, Zhenhui, 2023. "Asymmetric influence of China's outward FDI and exports on trade-adjusted resources footprint in belt and road node countries: Moderating role of governance," Resources Policy, Elsevier, vol. 82(C).
    14. Xia, Aiming & Liu, Qing, 2024. "Modelling the asymmetric impact of fintech, natural resources, and environmental regulations on ecological footprint in G7 countries," Resources Policy, Elsevier, vol. 89(C).
    15. Sun, Yunpeng & Ajaz, Tahseen & Razzaq, Asif, 2022. "How infrastructure development and technical efficiency change caused resources consumption in BRICS countries: Analysis based on energy, transport, ICT, and financial infrastructure indices," Resources Policy, Elsevier, vol. 79(C).
    16. Li, Junhui & Li, Guowei, 2023. "What drives resource sustainability in Asia? Discovering the moderating role of financial development and industrialization," Resources Policy, Elsevier, vol. 85(PA).
    17. Fang, Shuya & Fang, Wei, 2023. "How fiscal decentralization and trade diversification influence sustainable development: Moderating role of resources dependency," Resources Policy, Elsevier, vol. 84(C).
    18. Li, Na & Wu, Di, 2023. "Nexus between natural resource and economic development: How green innovation and financial inclusion create sustainable growth in BRICS region?," Resources Policy, Elsevier, vol. 85(PA).
    19. She, Weijun & Mabrouk, Fatma, 2023. "Impact of natural resources and globalization on green economic recovery: Role of FDI and green innovations in BRICS economies," Resources Policy, Elsevier, vol. 82(C).
    20. Dai, Siwei & Du, Xiaoyan, 2023. "Discovering the role of trade diversification, natural resources, and environmental policy stringency on ecological sustainability in the BRICST region," Resources Policy, Elsevier, vol. 85(PB).

    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:88:y:2024:i:c:s0301420723010851. 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.