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Abstract Unemployment rates is a social economic problem that needs further attention in most country in the world including Malaysia as it affects the citizen’s wellbeing. The studies on the macroeconomic determinants such as energy consumption for unemployment rates is hardly find in the previous studies. Higher energy consumption will usually lead to lower unemployment rates because people need to find a job and pay their bills. In these papers, we aim to investigates more macroeconomic variables impacts such as foreign investment, domestic investment, trade liberalization, inflation, urbanization, economic growth, corruption, besides energy consumption on level of unemployment rates for Malaysia. The paper utilized ARDL estimation based on annul data starting from 1984 until 2020. The outcomes revelas a mix expected sign between the independent variable and the dependent variables for the long run. Based on energy consumption, it is found that is also negatively influences the level of unemployment rates in the short run but not in the long run. The list of possible policy recommendation is highlighted at the end of this paper. Downloads Download data is not yet available. Author Biography Abdul Rahim Ridzuan, Faculty of Business and Management, Universiti Teknologi MARA, Alor Gajah Campus, Malaysia; Faculty of Economics and Business, Universitas Negeri Malang, Indonesia; Institute for Big Data Analytics & Artificial Intelligence, Universiti Teknologi MARA Malaysia; Centre for Economic Development and Policy, Universiti Malaysia Sabah, Malaysia; Institute for Research on Socio-Economic Policy, Universiti Teknologi MARA, Malaysia Index Publication Coordinator & Head of Scholar and Research Unit, Universiti Teknologi MARA (UiTM) Downloads FULL TEXT Published 2023-03-24 How to Cite Borhan, H., Ridzuan, A. R., Razak, M. I. M., & Mohamed, R. N. (2023). The Dynamic Relationship between Energy Consumption and Level of Unemployment Rates in Malaysia: A Time Series Analysis Based on ARDL Estimation. International Journal of Energy Economics and Policy, 13(2), 207–214. https://doi.org/10.32479/ijeep.13893 More Citation Formats ACM ACS APA ABNT Chicago Harvard IEEE MLA Turabian Vancouver Download Citation Endnote/Zotero/Mendeley (RIS) BibTeX Issue Vol. 13 No. 2 (2023) Section Articles License Submission of an article implies that the work described has not been published previously , that it is not under consideration for publication elsewhere, that its publication is approved by all authors and tacitly or explicitly by the responsible authorities where the work was carried out, and that, if accepted, will not be published elsewhere in the same form, without the written consent of the Publisher. The Editors reserve the right to edit or otherwise alter all contributions, but authors will receive proofs for approval before publication. 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