IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v93y2024ics0301420724004410.html

Mineral resource rents, fintech technological innovation, digital transformation, and environmental quality in BRI countries: An insight using panel NL-ARDL

Author

Listed:
  • Iqbal, Shuja
  • Tian, Hongyun
  • Muneer, Saqib
  • Tripathi, Abhishek
  • Bani Ahmad, Ahmad Y.A.

Abstract

The prime objective of the current study is to investigate the impact of mineral resource rents, fintech technological innovation, and digital transformation on the environmental quality of 50 BRI countries. The panel data from the twenty years from 2000 to 2019 of the sample countries are used in the analysis of this study. The study has employed the Panel NL-ARDL to achieve the research objectives. Meanwhile, the current study has employed conventional unit root tests based on Augmented Dickey-Fuller (ADF) unit root tests, such as the LLC and IPS tests. This study employs the method of heterogeneous dynamic panel analysis. The results obtained from the FMOLS regression analysis provide a detailed comprehension of the complex connections between Mineral Resource Rent, Fintech, Digital Transformation, and CO₂ emissions; these findings indicate that countries with advanced financial technology or heavy reliance on Mineral resources are more likely to observe the favorable impacts of digital transformation on the environment. The study results imply that policymakers should investigate all-encompassing policies that exploit these interactions, recognizing that a complete approach can produce substantial and enduring environmental advantages. The interaction variables (NRRDTT and FNTINDTT) demonstrate the negative coefficients that emphasize the combined impact of Mineral resource rent, Finetch, and digital transformation. Policymakers in resource-dependent economies should consider strategies incorporating digitalization and financial technology to optimize their potential impact on environmental sustainability.

Suggested Citation

  • Iqbal, Shuja & Tian, Hongyun & Muneer, Saqib & Tripathi, Abhishek & Bani Ahmad, Ahmad Y.A., 2024. "Mineral resource rents, fintech technological innovation, digital transformation, and environmental quality in BRI countries: An insight using panel NL-ARDL," Resources Policy, Elsevier, vol. 93(C).
    • Handle: RePEc:eee:jrpoli:v:93:y:2024:i:c:s0301420724004410
    DOI: 10.1016/j.resourpol.2024.105074
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420724004410
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resourpol.2024.105074?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. Arthi, Vellore & Parman, John, 2021. "Disease, downturns, and wellbeing: Economic history and the long-run impacts of COVID-19," Explorations in Economic History, Elsevier, vol. 79(C).
    2. Joseph Muchiri Githiria & Moshood Onifade, 2020. "The impact of mining on sustainable practices and the traditional culture of developing countries," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 10(4), pages 394-410, December.
    3. Chien, Fengsheng & Ajaz, Tahseen & Andlib, Zubaria & Chau, Ka Yin & Ahmad, Paiman & Sharif, Arshian, 2021. "The role of technology innovation, renewable energy and globalization in reducing environmental degradation in Pakistan: A step towards sustainable environment," Renewable Energy, Elsevier, vol. 177(C), pages 308-317.
    4. 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.
    5. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    6. Hussain, Jamal & Khan, Anwar & Zhou, Kui, 2020. "The impact of natural resource depletion on energy use and CO2 emission in Belt & Road Initiative countries: A cross-country analysis," Energy, Elsevier, vol. 199(C).
    7. Anser, Muhammad Khalid & Yousaf, Zahid & Nassani, Abdelmohsen A. & Vo, Xuan Vinh & Zaman, Khalid, 2020. "Evaluating ‘natural resource curse’ hypothesis under sustainable information technologies: A case study of Saudi Arabia," Resources Policy, Elsevier, vol. 68(C).
    8. Abdul Karim Feroz & Hangjung Zo & Ananth Chiravuri, 2021. "Digital Transformation and Environmental Sustainability: A Review and Research Agenda," Sustainability, MDPI, vol. 13(3), pages 1-20, February.
    9. Yang, Gangqiang & Nie, Yiming & Li, Honggui & Wang, Haisen, 2023. "Digital transformation and low-carbon technology innovation in manufacturing firms: The mediating role of dynamic capabilities," International Journal of Production Economics, Elsevier, vol. 263(C).
    10. Chei Bukari & Isaac Koomson, 2020. "Adoption of Mobile Money for Healthcare Utilization and Spending in Rural Ghana," Springer Books, in: Sefa Awaworyi Churchill (ed.), Moving from the Millennium to the Sustainable Development Goals, chapter 3, pages 37-60, Springer.
    11. Jonathan Kropko & Robert Kubinec, 2020. "Interpretation and identification of within-unit and cross-sectional variation in panel data models," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-22, April.
    12. Simplice A. Asongu, 2018. "Conditional Determinants of Mobile Phones Penetration and Mobile Banking in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 81-135, March.
    13. Lina Sineviciene & Luc Hens & Oleksandr Kubatko & Leonid Melnyk & Iryna Dehtyarova & Svitlana Fedyna, 2021. "Socio-economic and cultural effects of disruptive industrial technologies for sustainable development," International Journal of Global Energy Issues, Inderscience Enterprises Ltd, vol. 43(2/3), pages 284-305.
    14. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    15. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
    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. Jiang, Guogang & Li, Yimin & Teng, Xiangyu & Cheng, An & Mao, YuanLong & Chang, Tzu-han & Chiu, Yung-ho, 2025. "Performance improvement of energy extraction and energy utilization to reduce carbon emissions in resource-rich Belt and Road Initiative countries: Applying a meta two-stage non-radial dynamic DEA model," Energy, Elsevier, vol. 328(C).
    2. Yongming Huang & Bwimo Borniface Bebi & Soukzana ladtakoun, 2025. "Does financial development have an impact on mineral resource rents? Evidence from China," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 38(2), pages 337-357, June.
    3. Zhou, Huan & Zihyun, Lim Teog, 2025. "Analyzing the supply-demand dynamics of critical minerals for clean energy technologies: Impact of per value-added energy intensity," Energy, Elsevier, vol. 335(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. 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.
    2. Guan, Lu & Zhao, Chang, 2024. "Exploring the dual role of financial inclusion and mineral resources in elevating sustainable development," Resources Policy, Elsevier, vol. 90(C).
    3. Irfan Khan & Fujun Hou, 2021. "The Impact of Socio-economic and Environmental Sustainability on CO2 Emissions: A Novel Framework for Thirty IEA Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(3), pages 1045-1076, June.
    4. Sinan Erdogan, 2024. "Linking natural resources and environmental sustainability: A panel data approach based on the load capacity curve hypothesis," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3182-3194, August.
    5. 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).
    6. Umar, Muhammad & Horobet, Alexandra & Negreanu, Cristina Carmencita & Belascu, Lucian & Mirza, Nawazish, 2025. "Fintech adoption, AI development, and energy transition dynamics," Energy Economics, Elsevier, vol. 151(C).
    7. Xu, Haitao & Yang, Chengying & Li, Xuetao & Liu, Ruiyu & Zhang, Yonghong, 2024. "How do fintech, digitalization, green technologies influence sustainable environment in CIVETS nations? An evidence from CUP FM and CUP BC approaches," Resources Policy, Elsevier, vol. 92(C).
    8. Shah Fahad & Aftab Khan & Muhammad Waqas & Muhammad Luqman, 2024. "Scrutinizing the nexus: Energy, economic growth, and environmental quality: An approach toward achieving the Sustainable Development Goals (7, 13, and 8)," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 6999-7010, December.
    9. Xiuqin Zhang & Xudong Shi & Yasir Khan & Taimoor Hassan & Mohamed Marie, 2023. "Carbon Neutrality Challenge: Analyse the Role of Energy Productivity, Renewable Energy, and Collaboration in Climate Mitigation Technology in OECD Economies," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    10. Sinan Erdogan & Sakiru Adebola Solarin, 2026. "Quantification of the impact of innovation and human capital on sustainable development: a panel data analysis for newly industrialized countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 60(2), pages 7679-7699, April.
    11. Wang, Lei & Su, Chi Wei & Liu, Jing & Dong, Yuxing, 2024. "Sustainable development or smoke?: The role of natural resources, renewable energy, and agricultural practices in China," Resources Policy, Elsevier, vol. 88(C).
    12. Neha Jain & Albert Wijeweera & Geetilaxmi Mohapatra & Clevo Wilson, 2025. "Balancing Employment and Environmental Goals: Evidence from BRICS and Other Emerging Economies, 1991–2020," Sustainability, MDPI, vol. 17(19), pages 1-16, September.
    13. Peng Yuelan & Muhammad Waqas Akbar & Zeenat Zia & Muhammad Imran Arshad, 2022. "Exploring the nexus between tax revenues, government expenditures, and climate change: empirical evidence from Belt and Road Initiative countries," Economic Change and Restructuring, Springer, vol. 55(3), pages 1365-1395, August.
    14. Jin, Taeyoung, 2022. "The evolutionary renewable energy and mitigation impact in OECD countries," Renewable Energy, Elsevier, vol. 189(C), pages 570-586.
    15. Tenaw, Dagmawe, 2025. "The dynamics of green energy, energy efficiency, economic productivity, and energy-driven emissions in SDG context: Is there a synergistic interplay?," Energy Economics, Elsevier, vol. 141(C).
    16. Zheng, ShiYong & Liu, Hua & Hafeez, Muhammad & Wang, Xiaofeng & Fahad, Shah & Yue, Xiao-Guang, 2023. "Testing the resource curse hypothesis: The dynamic roles of institutional quality, inflation and growth for Dragon," Resources Policy, Elsevier, vol. 85(PA).
    17. Liu, Hui & Chau, Ka Yin & Duong, Nam Tien & Hoang, Nguyen-Khai, 2024. "Fintech, financial inclusion, mineral resources and environmental quality. An economic advancement perspective from China and Vietnam," Resources Policy, Elsevier, vol. 89(C).
    18. Shah, Wasi Ul Hassan & Sarfraz, Muddassar & Yasmeen, Rizwana, 2025. "Unveiling the impact of natural energy resources depletion on energy industry productivity in top 10 economies: Moderating role of FinTech," Energy, Elsevier, vol. 315(C).
    19. Zia Ul Haq & Usman Mehmood & Salman Tariq & Ayesha Mariam, 2024. "RETRACTED ARTICLE: 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.
    20. Zhang, Lu & Wong, Wing-Keung & Liu, Lunwu & Al Shraah, Ata & Albasher, Badah & Shamansurova, Zilola, 2024. "Balancing environmental sustainability through fintech, green finance natural resource, and economic growth in Asian economies - A Cup-FM and Cup-BC study," Resources Policy, Elsevier, vol. 98(C).

    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:jrpoli:v:93:y:2024:i:c:s0301420724004410. 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.