Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Predicting energy source diversification in emerging Asia: The role of global supply chain pressure Subject The topic of the resource Developing Asian countries; Energy diversification; Global supply chain pressure; Globalisation; Innovation; Total investment Description An account of the resource 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. 2024 Elsevier B.V. Creator An entity primarily responsible for making the resource Sun Y.; Pal S.; Mahalik M.K.; Gozgor G.; Lau C.K.M. Source A related resource from which the described resource is derived Energy Economics, Vol-136 Publisher An entity responsible for making the resource available Elsevier B.V. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1016/j.eneco.2024.107735" target="_blank" rel="noreferrer noopener">https://doi.org/10.1016/j.eneco.2024.107735</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85197077137&amp;doi=10.1016%2Fj.eneco.2024.107735&amp;partnerID=40&amp;md5=2a76d114c74d061cb54024cb5437ec33" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85197077137&amp;doi=10.1016%2fj.eneco.2024.107735&amp;partnerID=40&amp;md5=2a76d114c74d061cb54024cb5437ec33</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 1409883; CODEN: EECOD Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Sun Y., School of Economics, Tianjin University of Commerce, Tianjin, China; Pal S., School of Business and Management, Christ University (Deemed to be University), Karnataka, Bengaluru, India, Department of Humanities and Social Sciences, Indian Institute of Technology Kharagpur, West Bengal, West Medinapur, 721302, India; Mahalik M.K., Department of Humanities and Social Sciences, Indian Institute of Technology Kharagpur, West Bengal, West Medinapur, 721302, India; Gozgor G., School of Management, University of Bradford, Bradford, United Kingdom; Lau C.K.M., Teesside University, International Business School, Middlesbrough, United Kingdom