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

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  • 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
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Department of Economics Working Papers 2000-02, Department of Economics, Williams College.
    6. 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.
    7. 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).
    8. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    9. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    10. 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).
    11. 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).
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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).
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