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Purchasing power: Examining customer profiles and patterns for decentralized electricity systems in East Africa

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  • Lukuyu, June
  • Shiran, Myriam
  • Kennedy, Ryan
  • Urpelainen, Johannes
  • Taneja, Jay

Abstract

Off-grid electricity systems have burgeoned across Africa recently, extending electricity access to rural communities. With the accelerated adoption of mini-grids and solar home systems, it is becoming increasingly important to understand how their customer bases consume and spend on electricity. Using a novel data set of hourly electricity consumption and electricity expenditures of about 13,000 solar home system customers in Kenya in 2018 and 2,000 mini-grid customers in Tanzania in 2017, we present a relative examination of the electricity consumption behavior and spending patterns among mini-grid and solar home system customers. Our analysis shows that, on average, mini-grid customers spend substantially less on electricity than solar home system customers and make smaller, more frequent payments during the month. We also find that higher monthly spending among mini-grid customers correlates with off-peak consumption and a higher load factor, contrary to the behavior of solar home system customers. Our results suggest the need for policies that encourage the growth of productive uses of energy that are innovative, diverse, and daytime-oriented to ensure sustainable mini-grid operation, as well as policies that establish a larger market for solar home system-compatible electric appliances that incentivize solar home system customers to increase utilization of their systems.

Suggested Citation

  • Lukuyu, June & Shiran, Myriam & Kennedy, Ryan & Urpelainen, Johannes & Taneja, Jay, 2023. "Purchasing power: Examining customer profiles and patterns for decentralized electricity systems in East Africa," Energy Policy, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:enepol:v:172:y:2023:i:c:s030142152200550x
    DOI: 10.1016/j.enpol.2022.113331
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    References listed on IDEAS

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    1. Kennedy, Ryan & Numminen, Sini & Sutherland, Joseph & Urpelainen, Johannes, 2019. "Multilevel customer segmentation for off-grid solar in developing countries: Evidence from solar home systems in Rwanda and Kenya," Energy, Elsevier, vol. 186(C).
    2. Charlotta Mellander & José Lobo & Kevin Stolarick & Zara Matheson, 2015. "Night-Time Light Data: A Good Proxy Measure for Economic Activity?," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-18, October.
    3. Jeroen Smits & Roel Steendijk, 2015. "The International Wealth Index (IWI)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(1), pages 65-85, May.
    4. Michael Grimm & Luciane Lenz & Jörg Peters & Maximiliane Sievert, 2020. "Demand for Off-Grid Solar Electricity: Experimental Evidence from Rwanda," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(3), pages 417-454.
    5. Sievert, Maximiliane & Steinbuks, Jevgenijs, 2020. "Willingness to pay for electricity access in extreme poverty: Evidence from sub-Saharan Africa," World Development, Elsevier, vol. 128(C).
    6. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(4), pages 463-489, December.
    7. Charrad, Malika & Ghazzali, Nadia & Boiteau, Véronique & Niknafs, Azam, 2014. "NbClust: An R Package for Determining the Relevant Number of Clusters in a Data Set," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 61(i06).
    8. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    9. Peter Alstone & Dimitry Gershenson & Daniel M. Kammen, 2015. "Decentralized energy systems for clean electricity access," Nature Climate Change, Nature, vol. 5(4), pages 305-314, April.
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    1. Duthie, Mike & Ankel-Peters, Jörg & Mphasa, Carly & Bhat, Rashmi, 2023. "The elusive quest for sustainable off-grid electrification: New evidence from Indonesia," Ruhr Economic Papers 1049, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

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