Determinants of Clean Energy Access in Sub-Saharan Africa Governance, Finance, and Digital Connectivity
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Abstract
Access to clean energy remains a critical challenge in Sub-Saharan Africa (SSA), where over 80% of households rely on solid biomass, exacerbating health risks and environmental degradation. Despite global commitments under SDG 7 and rising renewable energy shares, household-level adoption of clean energy technologies remains limited. This study examines the determinants of clean energy access across 12 SSA countries from 2000 to 2023 using panel data and advanced econometric techniques, with fixed effects (FE) as the primary specification, complemented by random effects (RE), generalised estimating equations (GEE), and mixed-effects Poisson models for robustness. The results show that institutional quality has the strongest positive effect on clean energy access (β = 18.169, p < 0.001), followed by financial inclusion (β = 0.363, p < 0.001) and energy infrastructure (β = 0.162, p < 0.05). At the same time, digital connectivity also contributes positively (β = 0.058, p < 0.05). Interaction analysis further shows that strong governance significantly amplifies the impact of financial inclusion on clean energy adoption. These findings highlight the importance of integrated development strategies that combine institutional reform, inclusive finance, and digital innovation to accelerate energy transitions. Policy implications include revising renewable energy metrics to distinguish modern energy sources from traditional biomass and prioritising governance-finance synergies to accelerate equitable energy transitions in SSA.
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Copyright (c) 2026 Dr. Evans Asiedu, Dr. Bernard Amoako-Baah, Dr. James Gyasi-Addo (Author)

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Acemoglu, D., & Robinson, J. A. (2012). Why nations fail: The origins of power, prosperity, and poverty. New York, NY: Crown Publishers. DOI: https://doi.org/10.1355/ae29-2j
Acheampong, A. O. (2023). Governance, credit access and clean cooking technologies in Sub-Saharan Africa: implications for energy for energy transition. Journal of Policy Modelling, 45(2), 445-468. DOI: https://doi.org/10.1016/j.jpolmod.2023.01.002
Acheampong, A. O., Dzator, J., & Savage, D. A. (2021). Renewable energy, CO2 emissions and economic growth in sub-Saharan Africa: does institutional quality matter?. Journal of Policy Modeling, 43(5), 1070-1093. DOI: https://doi.org/10.1016/j.jpolmod.2021.03.011
Aker, J. C., & Mbiti, I. M. (2010). Mobile phones and economic development in Africa. Journal of Economic Perspectives, 24(3), 207–232. DOI: https://doi.org/10.1257/jep.24.3.207
Baltagi, B. H. (2008). Econometric analysis of panel data (4th ed.). Chichester, UK: John Wiley & Sons.
Beck, T., Pamuk, H., Ramrattan, R., & Uras, B. R. (2018). Payment instruments, finance and development. Journal of Development Economics, 133, 162-186. DOI: https://doi.org/10.1016/j.jdeveco.2018.01.005
Bercu, A. M., Paraschiv, G., & Lupu, D. (2019). Investigating the energy–economic growth–governance nexus: Evidence from Central and Eastern European countries. Sustainability, 11(12), 3355. DOI: https://doi.org/10.3390/su11123355
CCA & ICLEI Africa. (2023). The Future of Africa’s Sustainable Cities: Why Clean Cooking Matters. Clean Cooking Alliance. Available at: https://africa.iclei.org/new-report-the-future-of-africas-sustainable-cities-why-clean-cooking-matters/
Das, I., le Roux, L., Mulwa, R., Ruhinduka, R., & Jeuland, M. (2024). Urban demand for cooking fuels in two major African cities and implications for policy. PLOS Sustainability and Transformation, 3(2), e0000077. DOI: https://doi.org/10.1371/journal.pstr.0000077
Dechamps, P. (2023). The IEA World Energy Outlook 2022–a brief analysis and implications. European Energy & Climate Journal, 11(3), 100-103. DOI: https://doi.org/10.4337/eecj.2023.03.05
Enusah, A., Aboagye-Otchere, F., & Agyenim-Boateng, C. (2024). The effect of renewable energy aid and governance quality on environmental tax effort in Sub-Saharan Africa. Energy Reports, 11, 4165-4176. DOI: https://doi.org/10.1016/j.egyr.2024.03.038
Forbes. (2024, May 14). World leaders pledge $2.2 billion for clean cooking in Africa. Forbes. Available at: https://www.forbes.com/sites/danieladelorenzo/2024/05/14/world-leaders-pledge-22-billion-for-clean-cooking-in-africa/
GSMA. (2024). The mobile economy Sub-Saharan Africa 2024. Available at: https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-economy/sub-saharan-africa-2024/
Hausman, J. A. (1978). Specification tests in econometrics. Econometrica: Journal of the econometric society, 1251-1271. DOI: https://doi.org/10.2307/1913827
Hsiao, C. (2014). Analysis of panel data (3rd ed.). Cambridge, UK: Cambridge University Press.
IEA, IRENA, UNSD, World Bank, & WHO. (2022). Tracking SDG 7: The Energy Progress Report 2022. Available at: https://www.worldbank.org/en/topic/energy/publication/tracking-sdg-7-the-energy-progress-report-2022
IEA, IRENA, UNSD, World Bank, & WHO. (2023). Tracking SDG7: The Energy Progress Report 2023. Available at: https://www.iea.org/reports/tracking-sdg7-the-energy-progress-report-2023
IEA (2010). Energy efficiency governance. Available at: https://www.iea.org/reports/energy-efficiency-governance
IEA. (2024). World Energy Outlook 2024. Available at: https://www.iea.org/reports/world-energy-outlook-2024
IEA. (2025). Universal Access to Clean Cooking in Africa: Progress update and roadmap to implementation. https://www.iea.org/reports/universal-access-to-clean-cooking-in-africa
IRENA. (2024). Advancing renewables-based clean cooking: Key messages and outcomes. https://www.irena.org/Publications/2024/Mar/Advancing-renewables-based-clean-cooking-solutions-Key-messages-and-outcomes
Kaygusuz, K. (2012). Energy for sustainable develo pment: A case of developing countries. Renewable and Sustainable Energy Reviews, 16(2), 1116–1126. DOI: https://doi.org/10.1016/j.rser.2011.11.013
Khan, S. A. R., Yu, Z., Belhadi, A., & Mardani, A. (2020). Investigating the effects of renewable energy on international trade and environmental quality. Journal of Environmental Management, 272, 111089. DOI: https://doi.org/10.1016/j.jenvman.2020.111089
Kwakwa, P. A. (2023). Addressing Energy Poverty in Africa. The Journal of Energy and Development, 49(1/2), 241-286.
Liang, K. Y., & Zeger, S. L. (1986). Longitudinal data analysis using generalised linear models. Biometrika, 73(1), 13–22. DOI: https://doi.org/10.1093/biomet/73.1.13
Liedemann, D. (2019) ‘Power pools enabling SSA’s transmission corridors’, Africa Energy Portal, 16 May. Available at: https://africa-energy-portal.org/blogs/power-pools-enabling-ssas-transmission-corridors (Accessed: 9 December 2025).
North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge, UK: Cambridge University Press. DOI: https://doi.org/10.1017/CBO9780511808678
Nwaiwu, F. (2021). Digitalisation and sustainable energy transitions in Africa: assessing the impact of policy and regulatory environments on the energy sector in Nigeria and South Africa. Energy, Sustainability and Society, 11(1), 48. DOI: https://doi.org/10.1186/s13705-021-00325-1
Pachauri, S., & Rao, N. D. (2013). Gender impacts and determinants of energy poverty: are we asking the right questions? Current Opinion in Environmental Sustainability, 5(2), 205-215. DOI: https://doi.org/10.1016/j.cosust.2013.04.006
Perros, T., Tomei, J., & Parikh, P. (2024). Stakeholder perspectives on the future of clean cooking in sub-Saharan Africa and the role of pay-as-you-go LPG in expanding access. Energy Research & Social Science, 112, 103494. DOI: https://doi.org/10.1016/j.erss.2024.103494
Perros, T., Unsworth, S., Ali, M., Bisaga, I., & Tomei, J. (2024). Towards responsible and fair pay-as-you-go energy access in sub-Saharan Africa. Nature Energy, 9(5), 520-525. DOI: https://doi.org/10.1038/s41560-024-01490-1
Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74(4), 967-1012. DOI: https://doi.org/10.1111/j.1468-0262.2006.00692.x
Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross‐section dependence. Journal of applied econometrics, 22(2), 265-312. DOI: https://doi.org/10.1002/jae.951
Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of econometrics, 142(1), 50-93. DOI: https://doi.org/10.1016/j.jeconom.2007.05.010
Shahbaz, M., Nwani, C., Bekun, F. V., Gyamfi, B. A., & Agozie, D. Q. (2022). Discerning the role of renewable energy and energy efficiency in finding the path to cleaner consumption and production patterns: New insights from developing economies. Energy, 260, 124951. DOI: https://doi.org/10.1016/j.energy.2022.124951
Santos Silva, J., & Tenreyro, S. (2006). The log of gravity. The Review of Economics and statistics, 641-658. DOI: https://doi.org/10.1162/rest.88.4.641
University of Liverpool, CLEAN-Air Africa NIHR Global Health Research Group. (2024, February 7). Measuring household air pollution exposure in Sub-Saharan Africa. Clean Air Africa.
Available at: https://cleanairafrica.com/news-and-events/measuring-household-air-pollution-exposure-in-sub-saharan-africa/
Van der Kroon, B., Brouwer, R., & Van Beukering, P. J. (2013). The energy ladder: Theoretical myth or empirical truth? Results from a meta-analysis. Renewable and sustainable energy reviews, 20, 504-513. DOI: https://doi.org/10.1016/j.rser.2012.11.045
Westerlund, J. (2007). Testing for error correction in panel data. Oxford Bulletin of Economics and statistics, 69(6), 709-748. DOI: https://doi.org/10.1111/j.1468-0084.2007.00477.x
Williams, R. (2018). Panel Data 4: Fixed Effects vs Random Effects Models. University of Notre Dame. Retrieved from https://www3.nd.edu/~rwilliam/stats3/Panel04-FixedVsRandom.pdf
WMO. (2024). State of the Climate in Africa. Available at: https://wmo.int/publication-series/state-of-climate-africa-2024
World Bank. (2024, February 21). How clean cooking solutions can help protect human capital in Sub-Saharan Africa. Available at: https://blogs.worldbank.org/en/investinpeople/how-clean-cooking-solutions-can-help-protect-human-capital-sub-saharan-africa
World Bank Group. (2024). Mission 300: Electricity to Power Africa and its Economy. Available at: https://www.worldbank.org/ext/en/energizingafrica