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Determinants of energy consumption in Kenya: A NIPALS approach

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  • Sarkodie, Samuel Asumadu
  • Adom, Philip Kofi

Abstract

This study examines the drivers of aggregate energy consumption, fossil fuel and electricity consumption in Kenya using the nonlinear iterative partial least squares (NIPALS) method. The results show the importance of price, population density, urbanization, and renewable energies from hydro sources in promoting energy demand reductions. On the contrary, higher income and climate change are likely to cause a backfire in energy consumption. Though population growth increases the consumption of other energy types, it shows opposite effect on electricity consumption, which is possibly explained as a substitution to other energy types in the presence of a fragile electrical system. These results have important implications for the design of energy conservation and efficiency policies in Kenya.

Suggested Citation

  • Sarkodie, Samuel Asumadu & Adom, Philip Kofi, 2018. "Determinants of energy consumption in Kenya: A NIPALS approach," Energy, Elsevier, vol. 159(C), pages 696-705.
    • Handle: RePEc:eee:energy:v:159:y:2018:i:c:p:696-705
    DOI: 10.1016/j.energy.2018.06.195
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    1. Susan M. Onuonga, 2012. "The Relationship Between Commercial Energy Consumption and Gross Domestic Income in Kenya," Journal of Developing Areas, Tennessee State University, College of Business, vol. 46(1), pages 305-314, January-J.
    2. Adom, Philip Kofi, 2015. "Determinants of energy intensity in South Africa: Testing for structural effects in parameters," Energy, Elsevier, vol. 89(C), pages 334-346.
    3. Salahuddin, Mohammad & Gow, Jeff & Ozturk, Ilhan, 2015. "Is the long-run relationship between economic growth, electricity consumption, carbon dioxide emissions and financial development in Gulf Cooperation Council Countries robust?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 317-326.
    4. Adom, Philip Kofi, 2015. "Business cycle and economic-wide energy intensity: The implications for energy conservation policy in Algeria," Energy, Elsevier, vol. 88(C), pages 334-350.
    5. repec:dau:papers:123456789/11438 is not listed on IDEAS
    6. Adom, Philip Kofi, 2015. "Asymmetric impacts of the determinants of energy intensity in Nigeria," Energy Economics, Elsevier, vol. 49(C), pages 570-580.
    7. World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969, December.
    8. Jammazi, Rania & Aloui, Chaker, 2015. "On the interplay between energy consumption, economic growth and CO2 emission nexus in the GCC countries: A comparative analysis through wavelet approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1737-1751.
    9. Mensah, Justice Tei & Marbuah, George & Amoah, Anthony, 2016. "Energy demand in Ghana: A disaggregated analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 924-935.
    10. Adom, Philip Kofi & Insaidoo, Michael & Minlah, Michael Kaku & Abdallah, Abdul-Mumuni, 2017. "Does renewable energy concentration increase the variance/uncertainty in electricity prices in Africa?," Renewable Energy, Elsevier, vol. 107(C), pages 81-100.
    11. Adom, Philip Kofi & Bekoe, William, 2012. "Conditional dynamic forecast of electrical energy consumption requirements in Ghana by 2020: A comparison of ARDL and PAM," Energy, Elsevier, vol. 44(1), pages 367-380.
    12. Keho, Yaya, 2016. "What drives energy consumption in developing countries? The experience of selected African countries," Energy Policy, Elsevier, vol. 91(C), pages 233-246.
    13. Adom, Philip Kofi & Amuakwa-Mensah, Franklin, 2016. "What drives the energy saving role of FDI and industrialization in East Africa?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 925-942.
    14. Aisha Kolawole & Sola Adesola & Glauco De Vita, 2017. "A Disaggregated Analysis of Energy Demand in Sub-Saharan Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 224-235.
    15. Ouedraogo, Nadia S., 2013. "Energy consumption and economic growth: Evidence from the economic community of West African States (ECOWAS)," Energy Economics, Elsevier, vol. 36(C), pages 637-647.
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    More about this item

    Keywords

    Energy consumption; Fossil fuel; Electricity; NIPALS; Kenya;
    All these keywords.

    JEL classification:

    • Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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