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Security of supply and the energy transition: The households' perspective investigated through a discrete choice model with latent classes

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  • Motz, Alessandra

Abstract

A consumer-centric, market-based approach to the security of electricity supply has been recognized as increasingly important in the context of the energy transition. Nonetheless, there is no clear-cut evidence regarding the drivers of consumer preferences toward security and the perceived trade-offs between security and sustainability. Using stated preference data, we develop a discrete choice model with latent classes to assess the willingness-to-accept (WTA) of Swiss households for variations in the frequency and duration of blackouts, while accounting for the primary energy sources used for generation. Our WTA estimates range from slightly negative values up to ten times the current electricity prices, depending on the characteristics of both blackouts, and respondents. More specifically, we identify three latent classes showing different preferences toward blackout frequency and length, but also different sensitivities toward blackouts associated to nuclear or solar generation, as well as toward prospective changes in the generation mix. Energy illiteracy, concern about the economic impact of blackouts, and concern about nuclear generation are the main determinants of class membership probability.

Suggested Citation

  • Motz, Alessandra, 2021. "Security of supply and the energy transition: The households' perspective investigated through a discrete choice model with latent classes," Energy Economics, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:eneeco:v:97:y:2021:i:c:s0140988321000840
    DOI: 10.1016/j.eneco.2021.105179
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    as
    1. Linares, Pedro & Rey, Luis, 2013. "The costs of electricity interruptions in Spain. Are we sending the right signals?," Energy Policy, Elsevier, vol. 61(C), pages 751-760.
    2. Harry Foster & James Burrows, 2017. "Hypothetical bias: a new meta-analysis," Chapters, in: Daniel McFadden & Kenneth Train (ed.), Contingent Valuation of Environmental Goods, chapter 10, pages 270-291, Edward Elgar Publishing.
    3. de Nooij, Michiel & Lieshout, Rogier & Koopmans, Carl, 2009. "Optimal blackouts: Empirical results on reducing the social cost of electricity outages through efficient regional rationing," Energy Economics, Elsevier, vol. 31(3), pages 342-347, May.
    4. Abdullah, Sabah & Mariel, Petr, 2010. "Choice experiment study on the willingness to pay to improve electricity services," Energy Policy, Elsevier, vol. 38(8), pages 4570-4581, August.
    5. Carlsson, Fredrik & Martinsson, Peter, 2008. "Does it matter when a power outage occurs? -- A choice experiment study on the willingness to pay to avoid power outages," Energy Economics, Elsevier, vol. 30(3), pages 1232-1245, May.
    6. Pepermans, Guido, 2011. "The value of continuous power supply for Flemish households," Energy Policy, Elsevier, vol. 39(12), pages 7853-7864.
    7. Nkosi, Nomsa Phindile & Dikgang, Johane, 2018. "Pricing electricity blackouts among South African households," Journal of Commodity Markets, Elsevier, vol. 11(C), pages 37-47.
    8. Kim, Kayoung & Nam, Heekoo & Cho, Youngsang, 2015. "Estimation of the inconvenience cost of a rolling blackout in the residential sector: The case of South Korea," Energy Policy, Elsevier, vol. 76(C), pages 76-86.
    9. Cohen, Jed J. & Moeltner, Klaus & Reichl, Johannes & Schmidthaler, Michael, 2016. "Linking the value of energy reliability to the acceptance of energy infrastructure: Evidence from the EU," Resource and Energy Economics, Elsevier, vol. 45(C), pages 124-143.
    10. Finon, Dominique & Pignon, Virginie, 2008. "Electricity and long-term capacity adequacy: The quest for regulatory mechanism compatible with electricity market," Utilities Policy, Elsevier, vol. 16(3), pages 143-158, September.
    11. Woo, C.K. & Ho, T. & Shiu, A. & Cheng, Y.S. & Horowitz, I. & Wang, J., 2014. "Residential outage cost estimation: Hong Kong," Energy Policy, Elsevier, vol. 72(C), pages 204-210.
    12. Rodilla, P. & Batlle, C., 2012. "Security of electricity supply at the generation level: Problem analysis," Energy Policy, Elsevier, vol. 40(C), pages 177-185.
    13. Ozbafli, Aygul & Jenkins, Glenn P., 2016. "Estimating the willingness to pay for reliable electricity supply: A choice experiment study," Energy Economics, Elsevier, vol. 56(C), pages 443-452.
    14. Munasinghe, Mohan, 1980. "Costs Incurred by Residential Electricity Consumers Due to Power Failures," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 6(4), pages 361-369, March.
    15. Fredrik Carlsson & Peter Martinsson, 2007. "Willingness to Pay among Swedish Households to Avoid Power Outages: A Random Parameter Tobit Model Approach," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 75-90.
    16. Abbott, Malcolm, 2001. "Is the Security of Electricity Supply a Public Good?," The Electricity Journal, Elsevier, vol. 14(7), pages 31-33.
    17. Daniel McFadden & Kenneth Train (ed.), 2017. "Contingent Valuation of Environmental Goods," Books, Edward Elgar Publishing, number 17527.
    18. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    19. de Nooij, Michiel & Koopmans, Carl & Bijvoet, Carlijn, 2007. "The value of supply security: The costs of power interruptions: Economic input for damage reduction and investment in networks," Energy Economics, Elsevier, vol. 29(2), pages 277-295, March.
    20. Aygul Ozbafli & Glenn P. Jenkins, 2015. "The Willingness To Pay By Households For Improved Reliability Of Electricity Service," Development Discussion Papers 2015-02, JDI Executive Programs.
    21. Leahy, Eimear & Tol, Richard S.J., 2011. "An estimate of the value of lost load for Ireland," Energy Policy, Elsevier, vol. 39(3), pages 1514-1520, March.
    22. David Hensher & William Greene, 2010. "Non-attendance and dual processing of common-metric attributes in choice analysis: a latent class specification," Empirical Economics, Springer, vol. 39(2), pages 413-426, October.
    23. Dominique Finon & Virginie Pignon, 2008. "Electricity and long-term capacity adequacy: The quest for regulatory mechanism compatible with electricity market," Post-Print hal-00716312, HAL.
    24. Morrissey, Karyn & Plater, Andrew & Dean, Mary, 2018. "The cost of electric power outages in the residential sector: A willingness to pay approach," Applied Energy, Elsevier, vol. 212(C), pages 141-150.
    25. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    26. Carlsson, Fredrik & Martinsson, Peter & Akay, Alpaslan, 2011. "The effect of power outages and cheap talk on willingness to pay to reduce outages," Energy Economics, Elsevier, vol. 33(5), pages 790-798, September.
    27. Hurtubia, Ricardo & Nguyen, My Hang & Glerum, Aurélie & Bierlaire, Michel, 2014. "Integrating psychometric indicators in latent class choice models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 64(C), pages 135-146.
    28. Amoah, Anthony & Ferrini, Silvia & Schaafsma, Marije, 2019. "Electricity outages in Ghana: Are contingent valuation estimates valid?," Energy Policy, Elsevier, vol. 135(C).
    29. Ozbafli, Aygul & Jenkins, Glenn P., 2015. "The willingness to pay by households for improved reliability of electricity service in North Cyprus," Energy Policy, Elsevier, vol. 87(C), pages 359-369.
    30. Reichl, Johannes & Schmidthaler, Michael & Schneider, Friedrich, 2013. "The value of supply security: The costs of power outages to Austrian households, firms and the public sector," Energy Economics, Elsevier, vol. 36(C), pages 256-261.
    31. Abrate, Graziano & Bruno, Clementina & Erbetta, Fabrizio & Fraquelli, Giovanni & Lorite-Espejo, Azahara, 2016. "A choice experiment on the willingness of households to accept power outages," Utilities Policy, Elsevier, vol. 43(PB), pages 151-164.
    32. Daniel McFadden, 2017. "Stated preference methods and their applicability to environmental use and non-use valuations," Chapters, in: Daniel McFadden & Kenneth Train (ed.), Contingent Valuation of Environmental Goods, chapter 6, pages 153-187, Edward Elgar Publishing.
    33. Merk, Christine & Rehdanz, Katrin & Schröder, Carsten, 2019. "How consumers trade off supply security and green electricity: Evidence from Germany and Great Britain," Energy Economics, Elsevier, vol. 84(S1).
    34. Larsen, Erik R. & Osorio, Sebastian & van Ackere, Ann, 2017. "A framework to evaluate security of supply in the electricity sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 646-655.
    35. Baarsma, Barbara E. & Hop, J. Peter, 2009. "Pricing power outages in the Netherlands," Energy, Elsevier, vol. 34(9), pages 1378-1386.
    36. Amador, Francisco Javier & González, Rosa Marina & Ramos-Real, Francisco Javier, 2013. "Supplier choice and WTP for electricity attributes in an emerging market: The role of perceived past experience, environmental concern and energy saving behavior," Energy Economics, Elsevier, vol. 40(C), pages 953-966.
    37. Chandra R. Bhat, 1997. "An Endogenous Segmentation Mode Choice Model with an Application to Intercity Travel," Transportation Science, INFORMS, vol. 31(1), pages 34-48, February.
    38. Praktiknjo, Aaron J. & Hähnel, Alexander & Erdmann, Georg, 2011. "Assessing energy supply security: Outage costs in private households," Energy Policy, Elsevier, vol. 39(12), pages 7825-7833.
    39. Zachariadis, Theodoros & Poullikkas, Andreas, 2012. "The costs of power outages: A case study from Cyprus," Energy Policy, Elsevier, vol. 51(C), pages 630-641.
    40. Castro, Rui & Faias, Sérgio & Esteves, Jorge, 2016. "The cost of electricity interruptions in Portugal: Valuing lost load by applying the production-function approach," Utilities Policy, Elsevier, vol. 40(C), pages 48-57.
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