IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v142y2025ics0140988324008867.html
   My bibliography  Save this article

Digitizing energy supply chains for enhanced resilience: Exploring the nexus between supply chain digitization, carbon neutrality, and natural resource extraction

Author

Listed:
  • Gu, Zhenjing
  • Mousa, Saeed
  • Meng, Da
  • Elkady, Ahmed M.
  • Leong, Lin Woon

Abstract

In this era of rapid change, natural resource extraction (NRE) plays a pivotal role in securing an energy-resilient future and fostering sustainable socio-economic development. Carbon neutrality and supply chain digitization have emerged as key strategies in the global battle against susutaining climate. This research explores how supply chain digitization contributes to energy resilience, specifically examining the nexus between carbon neutrality and natural resource extraction in South Asia. Through panel data analysis (employing both random and fixed effect models), the study assesses the impact of supply chain digitization on energy security, sustainable development, and green innovation. The findings indicate that for every 1 % increase in the trade balance of GDP, NRE rises by an average of 0.06 % of gross domestic product (GDP). Additionally, the research reveals that a 1 % reduction in carbon emissions leads to a significant boost in NRE, with an average increase of 1.01 % of GDP, highlighting its substantial contribution to economic growth. Moreover, the study forecasts carbon emissions based on the selected variables using a Feed-forward Neural Network (FFNN), achieving high levels of accuracy with respect to Root Mean Square Error (RMSE) i.e. 21 %. In conclusion, the study emphasizes that supply chain digitization and carbon neutrality are integral to fostering resilient NRE. These insights can guide policymakers in internalizing environmental costs, promoting sustainable practices, improving industrial production by minimizing the polluting elements and investing in conservation initiatives. By recognizing the importance of natural resources, energy resilience, and their economic returns, South Asian economies can make informed decisions that drive long-term resilience and prosperity.

Suggested Citation

  • Gu, Zhenjing & Mousa, Saeed & Meng, Da & Elkady, Ahmed M. & Leong, Lin Woon, 2025. "Digitizing energy supply chains for enhanced resilience: Exploring the nexus between supply chain digitization, carbon neutrality, and natural resource extraction," Energy Economics, Elsevier, vol. 142(C).
    • Handle: RePEc:eee:eneeco:v:142:y:2025:i:c:s0140988324008867
    DOI: 10.1016/j.eneco.2024.108177
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988324008867
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.eneco.2024.108177?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. Su, Chi Wei & Yue, Peiwen & Hou, Xinmeng & Dördüncü, Hazar, 2023. "Sustainable development through digital innovation: A new era for natural resource extraction and trade," Resources Policy, Elsevier, vol. 85(PB).
    2. Sen, Souvik & Ganguly, Sourav, 2017. "Opportunities, barriers and issues with renewable energy development – A discussion," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1170-1181.
    3. Grimaud, André & Rouge, Luc, 2014. "Carbon sequestration, economic policies and growth," Resource and Energy Economics, Elsevier, vol. 36(2), pages 307-331.
    4. Mehrara, Mohsen, 2009. "Reconsidering the resource curse in oil-exporting countries," Energy Policy, Elsevier, vol. 37(3), pages 1165-1169, March.
    5. James Cust & Steven Poelhekke, 2015. "The Local Economic Impacts of Natural Resource Extraction," Annual Review of Resource Economics, Annual Reviews, vol. 7(1), pages 251-268, October.
    6. Balsalobre, Daniel & Sinha, Avik & Driha, Oana M. & Shujaat Mubarik, Muhammad, 2021. "Assessing the Impacts of Ageing and Natural Resource Extraction on Carbon Emissions: A proposed Policy Framework for European Economies," MPRA Paper 108159, University Library of Munich, Germany, revised 2021.
    7. Kevin Baumert & Odile Blanchard & S. Llosa & James F. Perkaus, 2002. "Building on the Kyoto Protocol : options for protecting the climate," Post-Print halshs-00196316, HAL.
    8. Alfred Michael Dockery & Mark N. Harris & Nicholas Holyoak & Ranjodh B. Singh, 2021. "A methodology for projecting sparse populations and its application to remote Indigenous communities," Journal of Geographical Systems, Springer, vol. 23(1), pages 37-61, January.
    9. Sun, Fei & Qu, Zhaojun & Wu, Ban & Bold, Sanchir, 2024. "Enhancing global supply chain distribution resilience through digitalization: Insights from natural resource sector of China," Resources Policy, Elsevier, vol. 95(C).
    10. Behrens, Arno & Giljum, Stefan & Kovanda, Jan & Niza, Samuel, 2007. "The material basis of the global economy: Worldwide patterns of natural resource extraction and their implications for sustainable resource use policies," Ecological Economics, Elsevier, vol. 64(2), pages 444-453, December.
    11. Thorvaldur Gylfason, 2006. "Natural Resources and Economic Growth: From Dependence to Diversification," Springer Books, in: Harry G. Broadman & Tiiu Paas & Paul J.J. Welfens (ed.), Economic Liberalization and Integration Policy, pages 201-231, Springer.
    12. Levin, Simon A. & Barrett, Scott & Aniyar, Sara & Baumol, William & Bliss, Christopher & Bolin, Bert & Dasgupta, Partha & Ehrlich, Paul & Folke, Carl & Gren, Ing-Marie & Holling, C.S. & Jansson, Annma, 1998. "Resilience in natural and socioeconomic systems," Environment and Development Economics, Cambridge University Press, vol. 3(2), pages 221-262, May.
    13. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    14. Kirsten Martin, 2019. "Ethical Implications and Accountability of Algorithms," Journal of Business Ethics, Springer, vol. 160(4), pages 835-850, December.
    15. Jianing, Pang & Bai, Keke & Solangi, Yasir Ahmed & Magazzino, Cosimo & Ayaz, Kamran, 2024. "Examining the role of digitalization and technological innovation in promoting sustainable natural resource exploitation," Resources Policy, Elsevier, vol. 92(C).
    16. Praveen, R.P. & Keloth, Vishnu & Abo-Khalil, Ahmed G. & Alghamdi, Ali S. & Eltamaly, Ali M. & Tlili, Iskander, 2020. "An insight to the energy policy of GCC countries to meet renewable energy targets of 2030," Energy Policy, Elsevier, vol. 147(C).
    17. Carlsson, Bo, 2004. "The Digital Economy: what is new and what is not?," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 245-264, September.
    18. Hamilton-Hart, Natasha & Stringer, Christina, 2016. "Upgrading and exploitation in the fishing industry: Contributions of value chain analysis," Marine Policy, Elsevier, vol. 63(C), pages 166-171.
    19. 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).
    20. Smith, Brock, 2015. "The resource curse exorcised: Evidence from a panel of countries," Journal of Development Economics, Elsevier, vol. 116(C), pages 57-73.
    21. Mohammad Fazle Rabbi & József Popp & Domicián Máté & Sándor Kovács, 2022. "Energy Security and Energy Transition to Achieve Carbon Neutrality," Energies, MDPI, vol. 15(21), pages 1-18, October.
    22. Tian, Jinfang & Yu, Longguang & Xue, Rui & Zhuang, Shan & Shan, Yuli, 2022. "Global low-carbon energy transition in the post-COVID-19 era," Applied Energy, Elsevier, vol. 307(C).
    23. Galán-Martín, Ángel & Contreras, María del Mar & Romero, Inmaculada & Ruiz, Encarnación & Bueno-Rodríguez, Salvador & Eliche-Quesada, Dolores & Castro-Galiano, Eulogio, 2022. "The potential role of olive groves to deliver carbon dioxide removal in a carbon-neutral Europe: Opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    24. Mikesell, Raymond F, 1997. "Explaining the resource curse, with special reference to mineral-exporting countries," Resources Policy, Elsevier, vol. 23(4), pages 191-199, December.
    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. Vincent Géronimi & Claire Mainguy, 2020. "Exploitation minière et développement : des effets toujours controversés. Introduction," Mondes en développement, De Boeck Université, vol. 0(1), pages 7-29.
    2. Grant Mark Nülle & Graham A. Davis, 2018. "Neither Dutch nor disease?—natural resource booms in theory and empirics," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 31(1), pages 35-59, May.
    3. Badeeb, Ramez Abubakr & Lean, Hooi Hooi & Clark, Jeremy, 2017. "The evolution of the natural resource curse thesis: A critical literature survey," Resources Policy, Elsevier, vol. 51(C), pages 123-134.
    4. Laszlo Szalai, 2018. "Institutions and Resource-driven Development," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 4(1), pages 39-53, June.
    5. Hasanov, Fakhri J. & Aliyev, Ruslan & Taskin, Dilvin & Suleymanov, Elchin, 2023. "Oil rents and non-oil economic growth in CIS oil exporters. The role of financial development," Resources Policy, Elsevier, vol. 82(C).
    6. Weldegiorgis, Fitsum S. & Dietsche, Evelyn & Franks, Daniel M., 2021. "Building mining's economic linkages: A critical review of local content policy theory," Resources Policy, Elsevier, vol. 74(C).
    7. Edwards, Ryan B., 2016. "Mining away the Preston curve," World Development, Elsevier, vol. 78(C), pages 22-36.
    8. Ofori Adofo,Josephine & Tarui,Nori & Tanaka,Tomomi, 2022. "The Local Economic Effects of Natural Resources : Evidence from Ghana," Policy Research Working Paper Series 10154, The World Bank.
    9. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    10. Muhamad, Goran M. & Heshmati, Almas & Khayyat, Nabaz T., 2021. "How to reduce the degree of dependency on natural resources?," Resources Policy, Elsevier, vol. 72(C).
    11. Pérez, Claudia & Claveria, Oscar, 2020. "Natural resources and human development: Evidence from mineral-dependent African countries using exploratory graphical analysis," Resources Policy, Elsevier, vol. 65(C).
    12. Li, Chengyu & Wang, Qunwei & Zhou, Peng, 2023. "Does the “resource curse” have a spatial spillover effect? Evidence from China," Resources Policy, Elsevier, vol. 81(C).
    13. Tiba, Sofien, 2019. "Modeling the nexus between resources abundance and economic growth: An overview from the PSTR model," Resources Policy, Elsevier, vol. 64(C).
    14. Morck, Randall & Nakamura, Masao, 2018. "Japan's ultimately unaccursed natural resources-financed industrialization," Journal of the Japanese and International Economies, Elsevier, vol. 47(C), pages 32-54.
    15. Asiamah, Oliver & Agyei, Samuel Kwaku & Ahmed, Bossman & Agyei, Ellen Animah, 2022. "Natural resource dependence and the Dutch disease: Evidence from Sub-Saharan Africa," Resources Policy, Elsevier, vol. 79(C).
    16. Ramez Abubakr Badeeb & Jeremy Clark & Abey P. Philip, 2021. "The Nonlinear Effects of Oil Rent Dependence on Malaysian Manufacturing: Implications from Structural Change using a Markov-Regime Switching Model," Working Papers in Economics 21/11, University of Canterbury, Department of Economics and Finance.
    17. Abdulahi, Mohamued Elyas & Shu, Yang & Khan, Muhammad Asif, 2019. "Resource rents, economic growth, and the role of institutional quality: A panel threshold analysis," Resources Policy, Elsevier, vol. 61(C), pages 293-303.
    18. Kumar, Nitish, 2024. "Natural resources and economic growth: Examining the role of globalization, financial development, and digitalization in India," Resources Policy, Elsevier, vol. 97(C).
    19. Yan, Han, 2024. "Financial development, violence, and resource curse: How mineral resources are contributing towards growth of resource-rich countries," Resources Policy, Elsevier, vol. 89(C).
    20. Zhao, Qi & Guo, Ming & Feng, Fangfang & Li, Junjun & Guan, Hangtian, 2024. "Path analysis of digital development on the green industrial transformation of Chinese resource-based enterprises," Resources Policy, Elsevier, vol. 93(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:eneeco:v:142:y:2025:i:c:s0140988324008867. 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/eneco .

    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.