Abstract
Despite the often mentioned environmental benefits associated with transition from fossil fuels to renewable energy sources, their use for electricity production has non-negligible negative environmental impacts. The most commonly mentioned in surveys concern different types of landscape impacts, impacts on the fauna and flora, and noise. These impacts differ by size and location of plants, and by source of energy, rendering the policy decision complex. In addition, there are other welfare issues to take into consideration, as positive and negative environmental impacts are not evenly distributed among population groups. This paper proposes to compare the welfare impacts of renewable energy sources controlling for the type of renewable as well as the specific environmental impact by source. To this end, two discrete-choice experiments are designed and applied to a national sample of the Portuguese population. In one case, only individual negative impacts of renewables are used, and in another case, the negative impacts interact with a specific source. Results show the robustness of discrete-choice experiments as a method to estimate the welfare change induced by the impacts of renewable energy sources. Overall, respondents are willing to pay to reduce the environmental impacts, thus making compensation for local impacts feasible. Moreover, the estimations reveal that respondents are significantly sensitive to the detrimental environmental effects of specific renewable energy sources, being willing to pay more to use these sources of energy relative to others.
Similar content being viewed by others
Notes
The surveys were administered as part of a broader research project on renewables in Portugal (in accordance with the acknowledgement included in this paper).
As the direction of the preferences is not clear (the parameters may have positive or negative values), the impact attributes are specified as normally distributed. As a conventional procedure, the price attribute will be specified as a fixed or non-random parameter.
References
Bakken, T. H., Aase, A. G., Hagen, D., Sundt, H., Barton, D. N., & Lujala, P. (2014). Demonstrating a new framework for the comparison of environmental impacts from small- and large-scale hydropower and wind power projects. Journal of Environmental Management, 140, 93–101. https://doi.org/10.1016/j.jenvman.2014.01.050.
Bakken, T. H., Sundt, H., Ruud, A., & Harby, A. (2012). Development of small versus large hydropower in norway—Comparison of environmental impacts. Energy Procedia, 20, 185–199. https://doi.org/10.1016/j.egypro.2012.03.019.
Bakker, R. H., Pedersen, E., van den Berg, G. P., Stewart, R. E., Lok, W., & Bouma, J. (2012). Impact of wind turbine sound on annoyance, self-reported sleep disturbance and psychological distress. Science of the Total Environment, 425, 42–51. https://doi.org/10.1016/j.scitotenv.2012.03.005.
Batel, S., & Devine-Wright, P. (2015). A critical and empirical analysis of the national-local ‘gap’ in public responses to large-scale energy infrastructures. Journal of Environmental Planning and Management, 58(6), 1076–1095. https://doi.org/10.1080/09640568.2014.914020.
Bateman, I. J., Carson, R. T., Day, B., Hanemann, M., Hanley, N., Hett, T., et al. (2002). Economic valuation with stated preference techniques: A manual. Cheltenham: Edward Elgar Publishing.
Bergmann, A., Hanley, N., & Wright, R. (2006). Valuing the attributes of renewable energy investments. Energy Policy, 34(9), 1004–1014. https://doi.org/10.1016/j.enpol.2004.08.035.
Borchers, A. M., Duke, J. M., & Parsons, G. R. (2007). Does willingness to pay for green energy differ by source? Energy Policy, 35(6), 3327–3334. https://doi.org/10.1016/j.enpol.2006.12.009.
Borenstein, S. (2012). The private and public economics of renewable electricity generation. The Journal of Economic Perspectives, 26(1), 67–92.
Botelho, A., Arezes, P., Bernardo, C., Dias, H., & Pinto, L. (2017a). Effect of wind farm noise on local residents’ decision to adopt mitigation measures. International Journal of Environmental Research and Public Health, 14(7), 753.
Botelho, A., Ferreira, P., Lima, F., Pinto, L. M. C., & Sousa, S. (2017b). Assessment of the environmental impacts associated with hydropower. Renewable and Sustainable Energy Reviews, 70, 896–904. https://doi.org/10.1016/j.rser.2016.11.271.
Botelho, A., Lourenço-Gomes, L., Pinto, L., & Sousa, S. (2014). How to design reliable discrete choice surveys: The use of qualitative research methods. Paper presented at the ICOPEV 2014—2nd international conference on project evaluation (proceedings), Guimarães Portugal.
Botelho, A., Lourenço-Gomes, L., Pinto, L. M. C., Sousa, P., Sousa, S., & Valente, M. (2015). Using choice experiments to assess environmental impacts of dams in Portugal. AIMS Energy, 3(2333–8334), 316–325. https://doi.org/10.3934/energy.2015.3.316.
Botelho, A., Lourenço-Gomes, L., Pinto, L., Sousa, S., & Valente, M. (2016a). Using stated preference methods to assess environmental impacts of forest biomass power plants in Portugal. Environment, Development and Sustainability, 18(5), 1323–1337. https://doi.org/10.1007/s10668-016-9795-6.
Botelho, A., Lourenço-Gomes, L., Pinto, L., Sousa, S., & Valente, M. (2017c). Accounting for local impacts of photovoltaic farms: The application of two stated preferences approaches to a case-study in Portugal. Energy Policy, 109, 191–198. https://doi.org/10.1016/j.enpol.2017.06.065.
Botelho, A., Pinto, L. M., Lourenço-Gomes, L., Valente, M., & Sousa, S. (2016b). Public perceptions of environmental friendliness of renewable energy power plants. Energy Procedia, 106, 73–86.
Botelho, A., Pinto, L. M. C., Lourenço-Gomes, L., Valente, M., & Sousa, S. (2016c). Social sustainability of renewable energy sources in electricity production: An application of the contingent valuation method. Sustainable Cities and Society, 26, 429–437. https://doi.org/10.1016/j.scs.2016.05.011.
Champ, P., Brown, T., & Boyle, K. (2003). Primer on nonmarket valuation. The economics of nonmarket goods and resource (Vol. 3). Dordrecht: Kluwer Academic Publishers.
Chiabrando, R., Fabrizio, E., & Garnero, G. (2009). The territorial and landscape impacts of photovoltaic systems: Definition of impacts and assessment of the glare risk. Renewable and Sustainable Energy Reviews, 13(9), 2441–2451. https://doi.org/10.1016/j.rser.2009.06.008.
Cicia, G., Cembalo, L., Del Giudice, T., & Palladino, A. (2012). Fossil energy versus nuclear, wind, solar and agricultural biomass: Insights from an Italian national survey. Energy Policy, 42(Supplement C), 59–66. https://doi.org/10.1016/j.enpol.2011.11.030.
Costa, A., Caldas, J. C., Coelho, R., Ferreiro, Md F, & Gonçalves, V. (2016). The building of a dam: Value conflicts in public decision-making. Environmental Values, 25(2), 215–234. https://doi.org/10.3197/096327116X14552114338909.
Devine-Wright, P. (2005). Beyond NIMBYism: Towards an integrated framework for understanding public perceptions of wind energy. Wind Energy, 8(2), 125–139. https://doi.org/10.1002/we.124.
DGEG. (2015). Renováveis—Estatísticas rápidas n. 134 dezembro 2015, available at www.dgeg.pt. Direção Geral de Energia e Geologia.
DGEG. (2017). Renováveis—Estatísticas rápidas n. 149 marco 2017. Available at www.dgeg.pt. Direção Geral de Energia e Geologia.
Enevoldsen, P., & Sovacool, B. K. (2016). Examining the social acceptance of wind energy: Practical guidelines for onshore wind project development in France. Renewable and Sustainable Energy Reviews, 53, 178–184. https://doi.org/10.1016/j.rser.2015.08.041.
EU. (2009). Directive 2009/28/EC of the European Parliament and of the Council of 23 April 2009 on the promotion of the use of energy from renewable sources. Official Journal of the European Union. http://data.europa.eu/eli/dir/2009/28/oj.
European Commission. (2014). Special Eurobarometer 409—Climate change: Conducted by TNS opinion & social at the request of European Commission, Directorate-General for Climate Action (DG CLIMA) and co-ordinated by the Directorate-General for Communication.
Ferreiro, Md F, Gonçalves, M. E., & Costa, A. (2013). Conflicting values and public decision: The Foz Côa case. Ecological Economics, 86, 129–135.
Firestone, J., Bates, A., & Knapp, L. A. (2015). See me, feel me, touch me, heal me: Wind turbines, culture, landscapes, and sound impressions. Land Use Policy, 46, 241–249. https://doi.org/10.1016/j.landusepol.2015.02.015.
Gasparatos, A., Doll, C. N. H., Esteban, M., Ahmed, A., & Olang, T. A. (2017). Renewable energy and biodiversity: Implications for transitioning to a Green Economy. Renewable and Sustainable Energy Reviews, 70, 161–184. https://doi.org/10.1016/j.rser.2016.08.030.
Gracia, A., Barreiro-Hurlé, J., & Pérez y Pérez, L. (2012). Can renewable energy be financed with higher electricity prices? Evidence from a Spanish region. Energy Policy, 50, 784–794. https://doi.org/10.1016/j.enpol.2012.08.028.
Greene, W. H. (2012). Econometric analysis (7th ed.). New York: Pearson.
Gunawardena, U. A. D. P. (2010). Inequalities and externalities of power sector: A case of Broadlands hydropower project in Sri Lanka. Energy Policy, 38(2), 726–734. https://doi.org/10.1016/j.enpol.2009.10.017.
Han, S.-Y., Kwak, S.-J., & Yoo, S.-H. (2008). Valuing environmental impacts of large dam construction in Korea: An application of choice experiments. Environmental Impact Assessment Review, 28(4), 256–266. https://doi.org/10.1016/j.eiar.2007.07.001.
Hanley, N., Mourato, S., & Wright, R. E. (2001). Choice modelling approaches: A superior alternative for environmental valuation? Journal of Economic Surveys, 15(3), 435–462.
Hanley, N., Wright, R., & Adamowicz, V. (1998). Using choice experiments to value the environment. Environmental & Resource Economics, 11(3–4), 413–428. https://doi.org/10.1023/A:1008287310583.
Hensher, D. A., & Greene, W. H. (2003). The mixed logit model: The state of practice. Transportation, 30(2), 133–176.
Ho, C. K. (2013). Relieving a glaring problem. Solar Today, 27, 28–31.
IEA/OECD. (1998). Benign energy? The environmental implications of renewables. Paris: Organisation for Economic Co-operation and Development and International Energy Agency.
Johnston, R. J., Boyle, K. J., Adamowicz, W., Bennett, J., Brouwer, R., Cameron, T. A., et al. (2017). Contemporary guidance for stated preference studies. Journal of the Association of Environmental and Resource Economists, 4(2), 319–405. https://doi.org/10.1086/691697.
Komarek, T. M., Lupi, F., & Kaplowitz, M. D. (2011). Valuing energy policy attributes for environmental management: Choice experiment evidence from a research institution. Energy Policy, 39(9), 5105–5115. https://doi.org/10.1016/j.enpol.2011.05.054.
Kosenius, A.-K., & Ollikainen, M. (2013). Valuation of environmental and societal trade-offs of renewable energy sources. Energy Policy, 62, 1148–1156. https://doi.org/10.1016/j.enpol.2013.07.020.
Lackner, K. S., & Sachs, J. (2005). A robust strategy for sustainable energy. Brookings Papers on Economic Activity, 2005(2), 215–284.
Lancaster, K. J. (1966). A new approach to consumer theory. The Journal of Political Economy, 74(2), 132–157.
Langer, K., Decker, T., Roosen, J., & Menrad, K. (2016). A qualitative analysis to understand the acceptance of wind energy in Bavaria. Renewable and Sustainable Energy Reviews, 64, 248–259. https://doi.org/10.1016/j.rser.2016.05.084.
Lovich, J. E., & Ennen, J. R. (2011). Wildlife conservation and solar energy development in the desert southwest, United States. BioScience, 61(12), 982–992. https://doi.org/10.1525/bio.2011.61.12.8.
McFadden, D., & Train, K. (2000). Mixed MNL models for discrete response. Journal of Applied Econometrics, 15, 447–470.
Mérida-Rodríguez, M., Lobón-Martín, R., & Perles-Roselló, M.-J. (2015). The production of solar photovoltaic power and its landscape dimension. In M. Frolova, M.-J. Prados (Eds.), Renewable energies and European landscapes: Lessons from Southern European cases (pp. 255–277). Dordrecht: Springer.
Pearce, D., Mourato, S., & Atkinson, G. (2006). Cost Benefit Analysis and the Environment: Recent Developments: Source OECD Environment and Sustainable Development.
Pedersen, E., Hallberg, L.-M., & Waye, K. P. (2007). Living in the vicinity of wind turbines—A grounded theory study. Qualitative Research in Psychology, 4(1–2), 49–63. https://doi.org/10.1080/14780880701473409.
Ponce, R. D., Vásquez, F., Stehr, A., Debels, P., & Orihuela, C. (2011). Estimating the economic value of landscape losses due to flooding by hydropower plants in the Chilean Patagonia. Water Resources Management, 25(10), 2449. https://doi.org/10.1007/s11269-011-9820-3.
Revelt, D., & Train, K. (1998). Mixed logit with repeated choices: Households’ choices of appliance efficiency level. Review of Economics and Statistics, 80(4), 647–657.
Rose, T., & Wollert, A. (2015). The dark side of photovoltaic—3D simulation of glare assessing risk and discomfort. Environmental Impact Assessment Review, 52, 24–30. https://doi.org/10.1016/j.eiar.2014.08.005.
Rosenberg, D. M., Bodaly, R. A., & Usher, P. J. (1995). Environmental and social impacts of large scale hydroelectric development: Who is listening? Global Environmental Change, 5(2), 127–148. https://doi.org/10.1016/0959-3780(95)00018-J.
Scherhaufer, P., Höltinger, S., Salak, B., Schauppenlehner, T., & Schmidt, J. (2017). Patterns of acceptance and non-acceptance within energy landscapes: A case study on wind energy expansion in Austria. Energy Policy. https://doi.org/10.1016/j.enpol.2017.05.057.
Siciliano, G., Urban, F., Kim, S., & Dara Lonn, P. (2015). Hydropower, social priorities and the rural–urban development divide: The case of large dams in Cambodia. Energy Policy, 86, 273–285. https://doi.org/10.1016/j.enpol.2015.07.009.
Soon, J.-J., & Ahmad, S.-A. (2015). Willingly or grudgingly? A meta-analysis on the willingness-to-pay for renewable energy use. Renewable and Sustainable Energy Reviews, 44, 877–887. https://doi.org/10.1016/j.rser.2015.01.041.
Sundt, S., & Rehdanz, K. (2015). Consumers’ willingness to pay for green electricity: A meta-analysis of the literature. Energy Economics, 51, 1–8. https://doi.org/10.1016/j.eneco.2015.06.005.
Sütterlin, B., & Siegrist, M. (2017). Public acceptance of renewable energy technologies from an abstract versus concrete perspective and the positive imagery of solar power. Energy Policy, 106, 356–366. https://doi.org/10.1016/j.enpol.2017.03.061.
Tilt, B., Braun, Y., & He, D. (2009). Social impacts of large dam projects: A comparison of international case studies and implications for best practice. Journal of Environmental Management, 90, S249–S257. https://doi.org/10.1016/j.jenvman.2008.07.030.
Torres-Sibille, Ad C, Cloquell-Ballester, V.-A., Cloquell-Ballester, V.-A., & Artacho Ramírez, M. Á. (2009). Aesthetic impact assessment of solar power plants: An objective and a subjective approach. Renewable and Sustainable Energy Reviews, 13(5), 986–999. https://doi.org/10.1016/j.rser.2008.03.012.
Tsoutsos, T., Frantzeskaki, N., & Gekas, V. (2005). Environmental impacts from the solar energy technologies. Energy Policy, 33(3), 289–296.
Wang, S., Wang, S., & Smith, P. (2015). Ecological impacts of wind farms on birds: Questions, hypotheses, and research needs. Renewable and Sustainable Energy Reviews, 44, 599–607. https://doi.org/10.1016/j.rser.2015.01.031.
Welsch, H. (2016). electricity externalities, siting, and the energy mix: A survey. International Review of Environmental and Resource Economics, 10(1), 57–94. https://doi.org/10.1561/101.00000083.
Wolsink, M. (2007). Wind power implementation: The nature of public attitudes: Equity and fairness instead of ‘backyard motives’. Renewable and Sustainable Energy Reviews, 11(6), 1188–1207.
Yang, Y., Solgaard, H. S., & Haider, W. (2016). Wind, hydro or mixed renewable energy source: Preference for electricity products when the share of renewable energy increases. Energy Policy, 97, 521–531. https://doi.org/10.1016/j.enpol.2016.07.030.
Zhao, Q., Liu, S., Deng, L., Dong, S., Yang, Z., & Yang, J. (2012). Landscape change and hydrologic alteration associated with dam construction. International Journal of Applied Earth Observation and Geoinformation, 16, 17–26.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Botelho, A., Lourenço-Gomes, L., Pinto, L.M.C. et al. Discrete-choice experiments valuing local environmental impacts of renewables: two approaches to a case study in Portugal. Environ Dev Sustain 20 (Suppl 1), 145–162 (2018). https://doi.org/10.1007/s10668-018-0169-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10668-018-0169-0