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Energy–Climate–Economy–Population Nexus: An Empirical Analysis in Kenya, Senegal, and Eswatini

Author

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  • Samuel Asumadu Sarkodie

    (Nord University Business School, Post Box 1490, 8049 Bodo, Norway)

  • Emmanuel Ackom

    (Department of Technology, Management and Economics, UNEP DTU Partnership, UN City Campus, Denmark Technical University (DTU), Marmorvej 51, 2100 Copenhagen, Denmark)

  • Festus Victor Bekun

    (Faculty of Economics Administrative and Social sciences, Istanbul Gelisim University, 34310 Istanbul, Turkey
    Department of Accounting, Analysis, and Audit, School of Economics and Management, South Ural State University, 76, Lenin Aven., 454080 Chelyabinsk, Russia)

  • Phebe Asantewaa Owusu

    (Nord University Business School, Post Box 1490, 8049 Bodo, Norway)

Abstract

Motivated by the Sustainable Development Goals (SDGs) and its impact by 2030, this study examines the relationship between energy consumption (SDG 7), climate (SDG 13), economic growth and population in Kenya, Senegal and Eswatini. We employ a Kernel Regularized Least Squares (KRLS) machine learning technique and econometric methods such as Dynamic Ordinary Least Squares (DOLS), Fully Modified Ordinary Least Squares (FMOLS) regression, the Mean-Group (MG) and Pooled Mean-Group (PMG) estimation models. The econometric techniques confirm the Environmental Kuznets Curve (EKC) hypothesis between income level and CO 2 emissions while the machine learning method confirms the scale effect hypothesis. We find that while CO 2 emissions, population and income level spur energy demand and utilization, economic development is driven by energy use and population dynamics. This demonstrates that income, population growth, energy and CO 2 emissions are inseparable, but require a collective participative decision in the achievement of the SDGs.

Suggested Citation

  • Samuel Asumadu Sarkodie & Emmanuel Ackom & Festus Victor Bekun & Phebe Asantewaa Owusu, 2020. "Energy–Climate–Economy–Population Nexus: An Empirical Analysis in Kenya, Senegal, and Eswatini," Sustainability, MDPI, vol. 12(15), pages 1-16, July.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:15:p:6202-:d:393018
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    References listed on IDEAS

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    1. Halicioglu, Ferda, 2009. "An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey," Energy Policy, Elsevier, vol. 37(3), pages 1156-1164, March.
    2. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    3. Damette, Olivier & Seghir, Majda, 2013. "Energy as a driver of growth in oil exporting countries?," Energy Economics, Elsevier, vol. 37(C), pages 193-199.
    4. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    5. 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.
    6. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    7. 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.
    8. Baranzini, Andrea & Weber, Sylvain & Bareit, Markus & Mathys, Nicole A., 2013. "The causal relationship between energy use and economic growth in Switzerland," Energy Economics, Elsevier, vol. 36(C), pages 464-470.
    9. Tang, Chor Foon & Tan, Eu Chye, 2013. "Exploring the nexus of electricity consumption, economic growth, energy prices and technology innovation in Malaysia," Applied Energy, Elsevier, vol. 104(C), pages 297-305.
    10. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    11. Sarkodie, Samuel Asumadu & Ozturk, Ilhan, 2020. "Investigating the Environmental Kuznets Curve hypothesis in Kenya: A multivariate analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
    12. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
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