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Predicting energy source diversification in emerging Asia: The role of global supply chain pressure

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  • Sun, Yunpeng
  • Pal, Shreya
  • Mahalik, Mantu Kumar
  • Gozgor, Giray
  • Lau, Chi Keung Marco

Abstract

This study investigates energy diversification trends in six Emerging Asian countries from 1998 to 2021 while exploring the predicting effects of the global supply chain pressure, total investment, innovation, economic growth, and globalisation on energy diversification. This study considers the Kernel-Based Regularized Least Squares (KRLS) estimations and prediction models (Adam and Stochastic Gradient Descent optimisers). The impacts of global supply chain pressure and total investment on energy diversification are positive. Innovation also emerges as crucial factor to enhance energy diversification. Deeper integration into the global economy (globalisation) and economic growth strengthen energy diversification. The study underscores the importance of tailored policies, advocating for investments in innovation, targeted total investment, and inclusive growth strategies to address energy diversification in emerging Asian countries.

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  • Sun, Yunpeng & Pal, Shreya & Mahalik, Mantu Kumar & Gozgor, Giray & Lau, Chi Keung Marco, 2024. "Predicting energy source diversification in emerging Asia: The role of global supply chain pressure," Energy Economics, Elsevier, vol. 136(C).
    • Handle: RePEc:eee:eneeco:v:136:y:2024:i:c:s0140988324004432
    DOI: 10.1016/j.eneco.2024.107735
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    as
    1. Korhan Gökmenoğlu & Nigar Taspinar, 2016. "The relationship between Co 2 emissions, energy consumption, economic growth and FDI: the case of Turkey," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 25(5), pages 706-723, August.
    2. Wang, Zhaohua & Bui, Quocviet & Zhang, Bin & Nawarathna, Chulan Lasantha K. & Mombeuil, Claudel, 2021. "The nexus between renewable energy consumption and human development in BRICS countries: The moderating role of public debt," Renewable Energy, Elsevier, vol. 165(P1), pages 381-390.
    3. Salim, Ruhul A. & Hassan, Kamrul & Shafiei, Sahar, 2014. "Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries," Energy Economics, Elsevier, vol. 44(C), pages 350-360.
    4. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
    5. Wu, Gang & Liu, Lan-Cui & Wei, Yi-Ming, 2009. "Comparison of China's oil import risk: Results based on portfolio theory and a diversification index approach," Energy Policy, Elsevier, vol. 37(9), pages 3557-3565, September.
    6. Ren, Xiaohang & Yang, Wanping & Jin, Yi, 2024. "Geopolitical risk and renewable energy consumption: Evidence from a spatial convergence perspective," Energy Economics, Elsevier, vol. 131(C).
    7. Zhu, Huiming & Duan, Lijun & Guo, Yawei & Yu, Keming, 2016. "The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression," Economic Modelling, Elsevier, vol. 58(C), pages 237-248.
    8. Tomiwa Sunday Adebayo & Dervis Kirikkaleli, 2021. "Impact of renewable energy consumption, globalization, and technological innovation on environmental degradation in Japan: application of wavelet tools," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16057-16082, November.
    9. Shahbaz, Muhammad & Siddiqui, Aaliyah & Ahmad, Shabbir & Jiao, Zhilun, 2023. "Financial development as a new determinant of energy diversification: The role of natural capital and structural changes in Australia," Energy Economics, Elsevier, vol. 126(C).
    10. Gozgor, Giray & Paramati, Sudharshan Reddy, 2022. "Does energy diversification cause an economic slowdown? Evidence from a newly constructed energy diversification index," Energy Economics, Elsevier, vol. 109(C).
    11. Atsu, Francis & Adams, Samuel, 2021. "Energy consumption, finance, and climate change: Does policy uncertainty matter?," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 490-501.
    12. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    13. Boţa-Avram, Cristina & Apostu, Simona Andreea & Ivan, Raluca & Achim, Monica Violeta, 2024. "Exploring the impact of macro-determinant factors on energy resource depletion: Evidence from a worldwide cross-country panel data analysis," Energy Economics, Elsevier, vol. 130(C).
    14. Stirling, Andy, 2010. "Multicriteria diversity analysis: A novel heuristic framework for appraising energy portfolios," Energy Policy, Elsevier, vol. 38(4), pages 1622-1634, April.
    15. 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.
    16. Mohan Munasinghe, 2002. "The sustainomics trans-disciplinary meta-framework for making development more sustainable: applications to energy issues," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 5(1/2), pages 125-182.
    17. Paramati, Sudharshan Reddy & Ummalla, Mallesh & Apergis, Nicholas, 2016. "The effect of foreign direct investment and stock market growth on clean energy use across a panel of emerging market economies," Energy Economics, Elsevier, vol. 56(C), pages 29-41.
    18. Lau, Chi Keung & Gozgor, Giray & Mahalik, Mantu Kumar & Patel, Gupteswar & Li, Jing, 2023. "Introducing a new measure of energy transition: Green quality of energy mix and its impact on CO2 emissions," Energy Economics, Elsevier, vol. 122(C).
    19. Hainmueller, Jens & Hazlett, Chad, 2014. "Kernel Regularized Least Squares: Reducing Misspecification Bias with a Flexible and Interpretable Machine Learning Approach," Political Analysis, Cambridge University Press, vol. 22(2), pages 143-168, April.
    20. Ofori, Isaac K & Gbolonyo, Emmanuel Y. & Ojong, Nathanael, 2022. "Foreign Direct Investment and Inclusive Green Growth in Africa: Energy Efficiency Contingencies and Thresholds," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1-58.
    21. 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.
    22. Ofori, Isaac K. & Gbolonyo, Emmanuel Y. & Ojong, Nathanael, 2022. "Foreign Direct Investment and Inclusive Green Growth in Africa: Energy Efficiency Contingencies and Thresholds," MPRA Paper 115379, University Library of Munich, Germany, revised 09 Nov 2022.
    23. Moises Neil V Seriño, 2022. "Energy security through diversification of non-hydro renewable energy sources in developing countries," Energy & Environment, , vol. 33(3), pages 546-561, May.
    24. Isaac Appiah-Otoo, 2021. "Impact of Economic Policy Uncertainty on Renewable Energy Growth," Energy RESEARCH LETTERS, Asia-Pacific Applied Economics Association, vol. 2(1), pages 1-5.
    25. Isaac K. Ofori & Emmanuel Y. Gbolonyo & Nathanael Ojong, 2022. "Foreign Direct Investment and Inclusive Green Growth in Africa: Energy Efficiency Contingencies and Thresholds," Working Papers of the African Governance and Development Institute. 22/089, African Governance and Development Institute..
    26. Nibedita, B. & Irfan, M., 2024. "Energy mix diversification in emerging economies: An econometric analysis of determinants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
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