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Energy consumption and energy poverty in Morocco

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  • Kettani, Maryème
  • Sanin, Maria Eugenia

Abstract

Most of the world's increase in energy demand will come from the global south where there is the need to improve living standards while succeeding the energy transition. Herein we first study determinants of energy expenditure by source as well as energy poverty in Morocco. We find that socioeconomic determinants of energy consumption are in line with the literature on developed countries but, instead, elasticity magnitudes are generally higher, in line with the literature on low-income-countries. We also find that inequalities have an important impact on demand patterns: income elasticities are higher for households that consume the most for the case of electricity while the opposite happens with other forms of energy commonly used by low-income households. Regarding affordability, our results suggest that 14% of Moroccan households are energy poor. Energy poverty households usually are large families living in rural areas that are headed by inactive men with no education. We then measure the energy poverty gap per income quintile and asses to which extent fading-out subsidies for households for which PV panels are competitive could free resources that could be recycled to fill the energy poverty gap. In this regard we find that, if subsidies are dismantled for households for which PV panels are competitive when exposed to the natural price, the government would free 25% of the budget needed as a transfer to bridge the electricity poverty gap for the poor.

Suggested Citation

  • Kettani, Maryème & Sanin, Maria Eugenia, 2024. "Energy consumption and energy poverty in Morocco," Energy Policy, Elsevier, vol. 185(C).
  • Handle: RePEc:eee:enepol:v:185:y:2024:i:c:s0301421523005335
    DOI: 10.1016/j.enpol.2023.113948
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    as
    1. Leahy, Eimear & Lyons, Sean, 2010. "Energy use and appliance ownership in Ireland," Energy Policy, Elsevier, vol. 38(8), pages 4265-4279, August.
    2. Best, Rohan & Marrone, Mauricio & Linnenluecke, Martina, 2023. "Meta-analysis of the role of equity dimensions in household solar panel adoption," Ecological Economics, Elsevier, vol. 206(C).
    3. Fateh Belaïd, 2022. "Mapping and understanding the drivers of fuel poverty in emerging economies: The case of Egypt and Jordan," Post-Print hal-04542365, HAL.
    4. González-Eguino, Mikel, 2015. "Energy poverty: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 377-385.
    5. van der Kroon, Bianca & Brouwer, Roy & van Beukering, Pieter J.H., 2013. "The energy ladder: Theoretical myth or empirical truth? Results from a meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 504-513.
    6. Kaza, Nikhil, 2010. "Understanding the spectrum of residential energy consumption: A quantile regression approach," Energy Policy, Elsevier, vol. 38(11), pages 6574-6585, November.
    7. Salari, Mahmoud & Javid, Roxana J., 2017. "Modeling household energy expenditure in the United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 822-832.
    8. Rehdanz, Katrin, 2007. "Determinants of residential space heating expenditures in Germany," Energy Economics, Elsevier, vol. 29(2), pages 167-182, March.
    9. Filippini, Massimo & Pachauri, Shonali, 2004. "Elasticities of electricity demand in urban Indian households," Energy Policy, Elsevier, vol. 32(3), pages 429-436, February.
    10. Ogwumike, Fidelis O. & Ozughalu, Uche M., 2016. "Analysis of energy poverty and its implications for sustainable development in Nigeria," Environment and Development Economics, Cambridge University Press, vol. 21(3), pages 273-290, June.
    11. Paolo Verme & Khalid El-Massnaoui, 2017. "An Evaluation of the 2014 Subsidy Reforms in Morocco and a Simulation of Further Reforms," Natural Resource Management and Policy, in: Paolo Verme & Abdlekrim Araar (ed.), The Quest for Subsidy Reforms in the Middle East and North Africa Region, chapter 0, pages 63-90, Springer.
    12. Wiesmann, Daniel & Lima Azevedo, Inês & Ferrão, Paulo & Fernández, John E., 2011. "Residential electricity consumption in Portugal: Findings from top-down and bottom-up models," Energy Policy, Elsevier, vol. 39(5), pages 2772-2779, May.
    13. Rahut, Dil Bahadur & Behera, Bhagirath & Ali, Akhter, 2016. "Household energy choice and consumption intensity: Empirical evidence from Bhutan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 993-1009.
    14. Best, Rohan & Chareunsy, Andrea, 2022. "The impact of income on household solar panel uptake: Exploring diverse results using Australian data," Energy Economics, Elsevier, vol. 112(C).
    15. Hasan, Syed Abul & Mozumder, Pallab, 2017. "Income and energy use in Bangladesh: A household level analysis," Energy Economics, Elsevier, vol. 65(C), pages 115-126.
    16. Jones, Rory V. & Fuertes, Alba & Lomas, Kevin J., 2015. "The socio-economic, dwelling and appliance related factors affecting electricity consumption in domestic buildings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 901-917.
    17. Baker, Paul & Blundell, Richard & Micklewright, John, 1989. "Modelling Household Energy Expenditures Using Micro-data," Economic Journal, Royal Economic Society, vol. 99(397), pages 720-738, September.
    18. Belaïd, Fateh & Flambard, Véronique, 2023. "Impacts of income poverty and high housing costs on fuel poverty in Egypt: An empirical modeling approach," Energy Policy, Elsevier, vol. 175(C).
    19. Wyatt, Peter, 2013. "A dwelling-level investigation into the physical and socio-economic drivers of domestic energy consumption in England," Energy Policy, Elsevier, vol. 60(C), pages 540-549.
    20. Kanagawa, Makoto & Nakata, Toshihiko, 2008. "Assessment of access to electricity and the socio-economic impacts in rural areas of developing countries," Energy Policy, Elsevier, vol. 36(6), pages 2016-2029, June.
    21. Wodon, Quentin T., 1997. "Targeting the poor using ROC curves," World Development, Elsevier, vol. 25(12), pages 2083-2092, December.
    22. Mekonnen, Alemu & Köhlin, Gunnar, 2008. "Determinants of Household Fuel Choice in Major Cities in Ethiopia," RFF Working Paper Series dp-08-18-efd, Resources for the Future.
    23. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    24. Druckman, A. & Jackson, T., 2008. "Household energy consumption in the UK: A highly geographically and socio-economically disaggregated model," Energy Policy, Elsevier, vol. 36(8), pages 3167-3182, August.
    25. Dogan, Eyup & Madaleno, Mara & Inglesi-Lotz, Roula & Taskin, Dilvin, 2022. "Race and energy poverty: Evidence from African-American households," Energy Economics, Elsevier, vol. 108(C).
    26. Kavousian, Amir & Rajagopal, Ram & Fischer, Martin, 2013. "Determinants of residential electricity consumption: Using smart meter data to examine the effect of climate, building characteristics, appliance stock, and occupants' behavior," Energy, Elsevier, vol. 55(C), pages 184-194.
    27. Brounen, Dirk & Kok, Nils & Quigley, John M., 2012. "Residential energy use and conservation: Economics and demographics," European Economic Review, Elsevier, vol. 56(5), pages 931-945.
    28. Reid Ewing & Fang Rong, 2008. "The impact of urban form on U.S. residential energy use," Housing Policy Debate, Taylor & Francis Journals, vol. 19(1), pages 1-30, January.
    29. Gao, Jiti & Peng, Bin & Smyth, Russell, 2021. "On income and price elasticities for energy demand: A panel data study," Energy Economics, Elsevier, vol. 96(C).
    30. Curtis, John & Pentecost, Anne, 2015. "Household fuel expenditure and residential building energy efficiency ratings in Ireland," Energy Policy, Elsevier, vol. 76(C), pages 57-65.
    31. Poruschi, Lavinia & Ambrey, Christopher L., 2018. "Densification, what does it mean for fuel poverty and energy justice? An empirical analysis," Energy Policy, Elsevier, vol. 117(C), pages 208-217.
    32. Masera, Omar R. & Saatkamp, Barbara D. & Kammen, Daniel M., 2000. "From Linear Fuel Switching to Multiple Cooking Strategies: A Critique and Alternative to the Energy Ladder Model," World Development, Elsevier, vol. 28(12), pages 2083-2103, December.
    33. Pachauri, Shonali, 2004. "An analysis of cross-sectional variations in total household energy requirements in India using micro survey data," Energy Policy, Elsevier, vol. 32(15), pages 1723-1735, October.
    34. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    35. Verme, Paolo & El-Massnaoui, Khalid & Araar, Abdelkrim, 2014. "Reforming Subsidies in Morocco," World Bank - Economic Premise, The World Bank, issue 134, pages 1-5, February.
    36. Sadath, Anver C. & Acharya, Rajesh H., 2017. "Assessing the extent and intensity of energy poverty using Multidimensional Energy Poverty Index: Empirical evidence from households in India," Energy Policy, Elsevier, vol. 102(C), pages 540-550.
    37. Bartusch, Cajsa & Odlare, Monica & Wallin, Fredrik & Wester, Lars, 2012. "Exploring variance in residential electricity consumption: Household features and building properties," Applied Energy, Elsevier, vol. 92(C), pages 637-643.
    38. Petersen, H. Craig, 1982. "Electricity Consumption In Rural Vs. Urban Areas," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 7(1), pages 1-6, July.
    39. John Hills, 2012. "Getting the measure of fuel poverty: Executive summary," CASE Briefs 31, Centre for Analysis of Social Exclusion, LSE.
    40. Galvin, Ray & Sunikka-Blank, Minna, 2018. "Economic Inequality and Household Energy Consumption in High-income Countries: A Challenge for Social Science Based Energy Research," Ecological Economics, Elsevier, vol. 153(C), pages 78-88.
    41. Huang, Wen-Hsiu, 2015. "The determinants of household electricity consumption in Taiwan: Evidence from quantile regression," Energy, Elsevier, vol. 87(C), pages 120-133.
    42. Garbacz, Christopher, 1983. "A model of residential demand for electricity using a national household sample," Energy Economics, Elsevier, vol. 5(2), pages 124-128, April.
    43. Zhou, Shaojie & Teng, Fei, 2013. "Estimation of urban residential electricity demand in China using household survey data," Energy Policy, Elsevier, vol. 61(C), pages 394-402.
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    More about this item

    Keywords

    Lower-middle income; Morocco; Energy demand; Energy poverty; Subsidies; Photovoltaic panels;
    All these keywords.

    JEL classification:

    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • L8 - Industrial Organization - - Industry Studies: Services
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • O5 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies

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