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R&D programs for wave energy in Spain: A contingent valuation application with multiple bounded uncertainty

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  • Cerdá, Emilio
  • López-Otero, Xiral
  • Quiroga, Sonia
  • Soliño, Mario

Abstract

The development of wave energy is currently at the prototype stage, and it is possible that public funding may be required in order to facilitate its effective advancement. The majority of the general public shows a lack of knowledge regarding this specific offshore energy. This study employs a contingent valuation approach to assess the willingness of a representative sample of 2556 Spanish citizens to finance new research and development programs on wave energy. The results demonstrate a minimum willingness to pay (WTP) of €0.86 per month. Attending to different uncertainty considerations, there is a substantial variability in WTP estimates. Differences can be attributed to the limited knowledge surrounding this renewable energy source and the high uncertainty in WTP responses. There are also observed significant statistical differences depending on the manner in which the payment timeframe is presented. By employing the most conservative estimates as a reference point, the change in aggregate well-being could exceed 194 million euros per year. This figure provides a clear indication for policymakers on the social support for programs aimed at promoting and developing wave energy in Spain.

Suggested Citation

  • Cerdá, Emilio & López-Otero, Xiral & Quiroga, Sonia & Soliño, Mario, 2026. "R&D programs for wave energy in Spain: A contingent valuation application with multiple bounded uncertainty," Renewable Energy, Elsevier, vol. 257(C).
    • Handle: RePEc:eee:renene:v:257:y:2026:i:c:s0960148125024838
    DOI: 10.1016/j.renene.2025.124819
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    1. Broberg, Thomas & Brännlund, Runar, 2008. "An alternative interpretation of multiple bounded WTP data--Certainty dependent payment card intervals," Resource and Energy Economics, Elsevier, vol. 30(4), pages 555-567, December.
    2. Azlina, A. A. & Abu Bakar, Shahida & Kamaludin, Mahirah & Ghani, Awang Noor, 2022. "Willingness to Pay for Renewable Energy: Evidence From High Wind and Wave Energy Potential Areas," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 56(1), pages 59-70.
    3. Maria A. Cunha-e-Sá & Til Dietrich & Ana Faria & Luis Catela Nunes & Margarida Ortigão & Renato Rosa & Carina Vieira-da-Silva, 2025. "Willingness to Pay for Nature Protection: Crowdfunding as a Payment Mechanism," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(2), pages 367-396, February.
    4. Georgiou, Isabella & Areal, Francisco J., 2015. "Economic valuation of an offshore wind farm in Greece: The role of individual׳s base-state influences and beliefs in the value formation process," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 717-724.
    5. Polis, Hilary Jacqueline & Dreyer, Stacia Jeanne & Jenkins, Lekelia Danielle, 2017. "Public Willingness to Pay and Policy Preferences for Tidal Energy Research and Development: A Study of Households in Washington State," Ecological Economics, Elsevier, vol. 136(C), pages 213-225.
    6. Christian Vossler & Gregory Poe & P. Welsh & Robert Ethier, 2004. "Bid Design Effects in Multiple Bounded Discrete Choice Contingent Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 29(4), pages 401-418, December.
    7. Ponce Oliva, R.D. & Estay, M. & Barrientos, M. & Estevez, R.A. & Gelcich, S. & Vásquez-Lavín, F., 2024. "Emerging energy sources' social acceptability: Evidence from marine-based energy projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 198(C).
    8. Antonio Nesticò & Gabriella Maselli & Patrizia Ghisellini & Sergio Ulgiati, 2023. "A Dual Probabilistic Discounting Approach to Assess Economic and Environmental Impacts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(1), pages 239-265, May.
    9. Lee, Min-Kyu & Nam, Jungho & Kim, Miju, 2023. "Valuing the public preference for offshore wind energy: The case study in South Korea," Energy, Elsevier, vol. 263(PB).
    10. Alberini, Anna & Boyle, Kevin & Welsh, Michael, 2003. "Analysis of contingent valuation data with multiple bids and response options allowing respondents to express uncertainty," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 40-62, January.
    11. Henrik Andersson & James Hammitt & Gunnar Lindberg & Kristian Sundström, 2013. "Willingness to Pay and Sensitivity to Time Framing: A Theoretical Analysis and an Application on Car Safety," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(3), pages 437-456, November.
    12. Boman, Mattias, 2009. "To pay or not to pay for biodiversity in forests - What scale determines responses to willingness to pay questions with uncertain response options?," Journal of Forest Economics, Elsevier, vol. 15(1-2), pages 79-91, January.
    13. Pierre-Alexandre Mahieu & Pere Riera & Bengt Kriström & Runar Brännlund & Marek Giergiczny, 2014. "Exploring the determinants of uncertainty in contingent valuation surveys," Post-Print hal-04296008, HAL.
    14. Devine-Wright, Patrick, 2011. "Enhancing local distinctiveness fosters public acceptance of tidal energy: A UK case study," Energy Policy, Elsevier, vol. 39(1), pages 83-93, January.
    15. Cerdá, Emilio & López-Otero, Xiral & Quiroga, Sonia & Soliño, Mario, 2024. "Willingness to pay for renewables: Insights from a meta-analysis of choice experiments," Energy Economics, Elsevier, vol. 130(C).
    16. Naresh Nepal & Eric Steltzer & Alok K. Bohara & Kelly Cullen, 2018. "Public values on offshore wind farm," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(1), pages 225-240, January.
    17. Egan, Kevin J. & Corrigan, Jay R. & Dwyer, Daryl F., 2015. "Three reasons to use annual payments in contingent valuation surveys: Convergent validity, discount rates, and mental accounting," Journal of Environmental Economics and Management, Elsevier, vol. 72(C), pages 123-136.
    18. Marcos Domínguez-Torreiro & Mario Soliño, 2016. "Pricing a rural development program: uncertainty, indifference, and protest behaviors," Agricultural Economics, International Association of Agricultural Economists, vol. 47(5), pages 559-569, September.
    19. Krinsky, Itzhak & Robb, A Leslie, 1990. "On Approximating the Statistical Properties of Elasticities: A Correction," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 189-190, February.
    20. Heras-Saizarbitoria, Iñaki & Zamanillo, Ibon & Laskurain, Iker, 2013. "Social acceptance of ocean wave energy: A case study of an OWC shoreline plant," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 515-524.
    21. Carrasco-Garcés, Moisés & Vásquez-Lavín, Felipe & Ponce Oliva, Roberto D. & Diaz Pincheira, Francisco & Barrientos, Manuel, 2021. "Estimating the implicit discount rate for new technology adoption of wood-burning stoves," Energy Policy, Elsevier, vol. 156(C).
    22. Soliño, Mario & Farizo, Begoña A. & Vázquez, María X. & Prada, Albino, 2012. "Generating electricity with forest biomass: Consistency and payment timeframe effects in choice experiments," Energy Policy, Elsevier, vol. 41(C), pages 798-806.
    23. Kwak, So-Yoon & Yoo, Seung-Hoon, 2015. "The public’s value for developing ocean energy technology in the Republic of Korea: A contingent valuation study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 432-439.
    24. Marcos Dom�nguez-Torreiro & Mario Soli�o, 2015. "Dealing with Uncertainty in Public Preferences for Rural Development Policies: A Contingent Valuation Survey," Regional Studies, Taylor & Francis Journals, vol. 49(4), pages 555-567, April.
    25. McGowan, Féidhlim P. & Denny, Eleanor & Lunn, Peter D., 2023. "Looking beyond time preference: Testing potential causes of low willingness to pay for fuel economy improvements," Resource and Energy Economics, Elsevier, vol. 75(C).
    26. Lee, Joo-Suk & Yoo, Seung-Hoon, 2009. "Measuring the environmental costs of tidal power plant construction: A choice experiment study," Energy Policy, Elsevier, vol. 37(12), pages 5069-5074, December.
    27. Pierre-Alexandre Mahieu & Pere Riera & Bengt Kriström & Runar Brännlund & Marek Giergiczny, 2014. "Exploring the determinants of uncertainty in contingent valuation surveys," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 3(2), pages 186-200, July.
    28. Loomis, John B. & Ekstrand, Earl, 1997. "Economic Benefits Of Critical Habitat For The Mexican Spotted Owl: A Scope Test Using A Multiple-Bounded Contingent Valuation Survey," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 22(2), pages 1-11, December.
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