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Modeling the determinants of renewable energy consumption: Evidence from the five most populous nations in Africa

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  • Akintande, Olalekan J.
  • Olubusoye, Olusanya E.
  • Adenikinju, Adeola F.
  • Olanrewaju, Busayo T.

Abstract

The increasing concern over global warming and energy security has rejuvenated the renewable energy option as the most vibrant option to sustaining future energy needs. This paper developed a renewable energy consumption model using annual data spanning between 1996 and 2016 in the five most populous countries (Ethiopia, South Africa, Nigeria, DR Congo, and Egypt) in Africa. Following the existing literature on the subject, the driving factors investigated were categorized into three broad areas. These include macroeconomic, socioeconomic, and institutional variables. Altogether, thirty-four predictor variables are analyzed. The study employed Bayesian Model Averaging (BMA) procedures to account for the uncertainty associated model choice and variable selection. The results of the analysis indicate that population growth, urban population, energy use, electric power consumption, human capital are the main determinants of renewable energy consumption in the selected countries. Also, an increase in any of these determinants (population growth, urban population, energy demand/use, electricity power demand/consumption) causes an increase in renewable energy consumption.

Suggested Citation

  • Akintande, Olalekan J. & Olubusoye, Olusanya E. & Adenikinju, Adeola F. & Olanrewaju, Busayo T., 2020. "Modeling the determinants of renewable energy consumption: Evidence from the five most populous nations in Africa," Energy, Elsevier, vol. 206(C).
    • Handle: RePEc:eee:energy:v:206:y:2020:i:c:s0360544220310999
    DOI: 10.1016/j.energy.2020.117992
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    1. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Empirical Study towards the Drivers of Sustainable Economic Growth in EU-28 Countries," Sustainability, MDPI, vol. 10(1), pages 1-22, December.
    2. Winford H. Masanjala & Chris Papageorgiou, 2008. "Rough and lonely road to prosperity: a reexamination of the sources of growth in Africa using Bayesian model averaging," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 671-682.
    3. Shuddhasattwa Rafiq & Harry Bloch & Ruhul Salim, 2014. "Determinants of renewable energy adoption in China and India: a comparative analysis," Applied Economics, Taylor & Francis Journals, vol. 46(22), pages 2700-2710, August.
    4. Giuseppe De Luca & Jan R. Magnus, 2011. "Bayesian model averaging and weighted-average least squares: Equivariance, stability, and numerical issues," Stata Journal, StataCorp LP, vol. 11(4), pages 518-544, December.
    5. Olav H. Hohmeyer & Sönke Bohm, 2015. "Trends toward 100% renewable electricity supply in Germany and Europe: a paradigm shift in energy policies," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 4(1), pages 74-97, January.
    6. Sebri, Maamar, 2015. "Use renewables to be cleaner: Meta-analysis of the renewable energy consumption–economic growth nexus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 657-665.
    7. Aguirre, Mariana & Ibikunle, Gbenga, 2014. "Determinants of renewable energy growth: A global sample analysis," Energy Policy, Elsevier, vol. 69(C), pages 374-384.
    8. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    9. Apergis, Nicholas & Ben Jebli, Mehdi & Ben Youssef, Slim, 2018. "Does renewable energy consumption and health expenditures decrease carbon dioxide emissions? Evidence for sub-Saharan Africa countries," Renewable Energy, Elsevier, vol. 127(C), pages 1011-1016.
    10. Lund, H., 2006. "Large-scale integration of optimal combinations of PV, wind and wave power into the electricity supply," Renewable Energy, Elsevier, vol. 31(4), pages 503-515.
    11. G. S. Sisodia & I. Soares, 2015. "Panel data analysis for renewable energy investment determinants in Europe," Applied Economics Letters, Taylor & Francis Journals, vol. 22(5), pages 397-401, March.
    12. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    13. Olanrewaju, Busayo T. & Olubusoye, Olusanya E. & Adenikinju, Adeola & Akintande, Olalekan J., 2019. "A panel data analysis of renewable energy consumption in Africa," Renewable Energy, Elsevier, vol. 140(C), pages 668-679.
    14. Omri, Anis & Nguyen, Duc Khuong, 2014. "On the determinants of renewable energy consumption: International evidence," Energy, Elsevier, vol. 72(C), pages 554-560.
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