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Consumer preferences for a green certificate program in South Korea

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  • Bae, Jeong Hwan
  • Rishi, Meenakshi
  • Li, Dmitriy

Abstract

This study explores whether residential consumers in South Korea are willing to participate in a hypothetical green certificate program. We employ a choice experiment to examine the heterogeneous preferences of South Korean consumers via three different estimation models— a mixed logit, a latent class, and a hybrid model that combines both the mixed logit and the latent class models. The mixed logit estimations suggest that solar power is preferred to wind or bio energy but with the greatest heterogeneity. Approximately 67% of respondents indicate a significant preference for a green certificate program in the latent class model specification. Estimates from the hybrid model reveal that respondents who are in favor of a green certificate also prefer solar power and a higher share of renewable electricity, but with significant heterogeneity. Willingness to Pay (WTP) calculations for the hypothetical green certificate range between 9.6USD/month and 10.6USD/month. Our results suggest that a tradeable green certificate program that is open to residential consumers and one that operates distinctly from the prevailing renewable energy certificate (REC) market in South Korea, has the potential of enabling the country attain its renewable energy goals while ensuring global competitiveness and the cost-efficient development of green energy.

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  • Bae, Jeong Hwan & Rishi, Meenakshi & Li, Dmitriy, 2021. "Consumer preferences for a green certificate program in South Korea," Energy, Elsevier, vol. 230(C).
  • Handle: RePEc:eee:energy:v:230:y:2021:i:c:s0360544221009749
    DOI: 10.1016/j.energy.2021.120726
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    as
    1. Wiktor Adamowicz & Peter Boxall & Michael Williams & Jordan Louviere, 1998. "Stated Preference Approaches for Measuring Passive Use Values: Choice Experiments and Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 64-75.
    2. Herbes, Carsten & Friege, Christian & Baldo, Davide & Mueller, Kai-Markus, 2015. "Willingness to pay lip service? Applying a neuroscience-based method to WTP for green electricity," Energy Policy, Elsevier, vol. 87(C), pages 562-572.
    3. Xie, Bai-Chen & Zhao, Wei, 2018. "Willingness to pay for green electricity in Tianjin, China: Based on the contingent valuation method," Energy Policy, Elsevier, vol. 114(C), pages 98-107.
    4. Verbruggen, Aviel & Lauber, Volkmar, 2012. "Assessing the performance of renewable electricity support instruments," Energy Policy, Elsevier, vol. 45(C), pages 635-644.
    5. Hoyos, David, 2010. "The state of the art of environmental valuation with discrete choice experiments," Ecological Economics, Elsevier, vol. 69(8), pages 1595-1603, June.
    6. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, September.
    7. Mozumder, Pallab & Vásquez, William F. & Marathe, Achla, 2011. "Consumers' preference for renewable energy in the southwest USA," Energy Economics, Elsevier, vol. 33(6), pages 1119-1126.
    8. Eirik S. Amundsen and Lars Bergman, 2012. "Green Certificates and Market Power on the Nordic Power Market," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    9. Zorić, Jelena & Hrovatin, Nevenka, 2012. "Household willingness to pay for green electricity in Slovenia," Energy Policy, Elsevier, vol. 47(C), pages 180-187.
    10. Roe, Brian & Teisl, Mario F. & Levy, Alan & Russell, Matthew, 2001. "US consumers' willingness to pay for green electricity," Energy Policy, Elsevier, vol. 29(11), pages 917-925, September.
    11. Zhang, Lei & Wu, Yang, 2012. "Market segmentation and willingness to pay for green electricity among urban residents in China: The case of Jiangsu Province," Energy Policy, Elsevier, vol. 51(C), pages 514-523.
    12. Adamowicz, Wiktor & Swait, Joffre & Boxall, Peter & Louviere, Jordan & Williams, Michael, 1997. "Perceptions versus Objective Measures of Environmental Quality in Combined Revealed and Stated Preference Models of Environmental Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 65-84, January.
    13. Vecchiato, Daniel & Tempesta, Tiziano, 2015. "Public preferences for electricity contracts including renewable energy: A marketing analysis with choice experiments," Energy, Elsevier, vol. 88(C), pages 168-179.
    14. Longo, Alberto & Markandya, Anil & Petrucci, Marta, 2008. "The internalization of externalities in the production of electricity: Willingness to pay for the attributes of a policy for renewable energy," Ecological Economics, Elsevier, vol. 67(1), pages 140-152, August.
    15. Torbjørn Moum, 1988. "Yea-saying and mood-of-the-day effects in self-reported quality of life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 20(2), pages 117-139, April.
    16. Richard T. Carson & Nicholas E. Flores & Kerry M. Martin & Jennifer L. Wright, 1996. "Contingent Valuation and Revealed Preference Methodologies: Comparing the Estimates for Quasi-Public Goods," Land Economics, University of Wisconsin Press, vol. 72(1), pages 80-99.
    17. MacPherson, Ronnie & Lange, Ian, 2013. "Determinants of green electricity tariff uptake in the UK," Energy Policy, Elsevier, vol. 62(C), pages 920-933.
    18. Tu, Qiang & Mo, Jianlei & Betz, Regina & Cui, Lianbiao & Fan, Ying & Liu, Yu, 2020. "Achieving grid parity of solar PV power in China- The role of Tradable Green Certificate," Energy Policy, Elsevier, vol. 144(C).
    19. Stigka, Eleni K. & Paravantis, John A. & Mihalakakou, Giouli K., 2014. "Social acceptance of renewable energy sources: A review of contingent valuation applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 100-106.
    20. Sundt, Swantje & Rehdanz, Katrin, 2015. "Consumers' willingness to pay for green electricity: A meta-analysis of the literature," Energy Economics, Elsevier, vol. 51(C), pages 1-8.
    21. Yoo, James & Ready, Richard C., 2014. "Preference heterogeneity for renewable energy technology," Energy Economics, Elsevier, vol. 42(C), pages 101-114.
    22. Bigerna, Simona & Polinori, Paolo, 2014. "Italian households׳ willingness to pay for green electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 110-121.
    23. Cicia, Gianni & Cembalo, Luigi & Del Giudice, Teresa & Palladino, Andrea, 2012. "Fossil energy versus nuclear, wind, solar and agricultural biomass: Insights from an Italian national survey," Energy Policy, Elsevier, vol. 42(C), pages 59-66.
    24. Jaraitė, Jūratė & Kažukauskas, Andrius, 2013. "The profitability of electricity generating firms and policies promoting renewable energy," Energy Economics, Elsevier, vol. 40(C), pages 858-865.
    25. Behrang Vand & Aira Hast & Sanaz Bozorg & Zelin Li & Sanna Syri & Shuai Deng, 2019. "Consumers’ Attitudes to Support Green Energy: A Case Study in Shanghai," Energies, MDPI, vol. 12(12), pages 1-20, June.
    26. Herbes, Carsten & Ramme, Iris, 2014. "Online marketing of green electricity in Germany—A content analysis of providers’ websites," Energy Policy, Elsevier, vol. 66(C), pages 257-266.
    27. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, October.
    28. Lee, Chul-Yong & Heo, Hyejin, 2016. "Estimating willingness to pay for renewable energy in South Korea using the contingent valuation method," Energy Policy, Elsevier, vol. 94(C), pages 150-156.
    29. Cardella, Eric & Ewing, Brad & Williams, Ryan Blake, 2018. "Green is Good – The Impact of Information Nudges on the Adoption of Voluntary Green Power Plans," 2018 Annual Meeting, February 2-6, 2018, Jacksonville, Florida 266583, Southern Agricultural Economics Association.
    30. Kotchen, Matthew J. & Moore, Michael R., 2007. "Private provision of environmental public goods: Household participation in green-electricity programs," Journal of Environmental Economics and Management, Elsevier, vol. 53(1), pages 1-16, January.
    31. Cardella, Eric & Ewing, Bradley T. & Williams, Ryan B., 2017. "Price volatility and residential electricity decisions: Experimental evidence on the convergence of energy generating source," Energy Economics, Elsevier, vol. 62(C), pages 428-437.
    32. Guo, Xiurui & Liu, Haifeng & Mao, Xianqiang & Jin, Jianjun & Chen, Dongsheng & Cheng, Shuiyuan, 2014. "Willingness to pay for renewable electricity: A contingent valuation study in Beijing, China," Energy Policy, Elsevier, vol. 68(C), pages 340-347.
    33. Cansino, José M. & Pablo-Romero, María del P. & Román, Rocío & Yñiguez, Rocío, 2010. "Tax incentives to promote green electricity: An overview of EU-27 countries," Energy Policy, Elsevier, vol. 38(10), pages 6000-6008, October.
    34. Mark A. Andor & Manuel Frondel & Stephan Sommer, 2018. "Equity and the willingness to pay for green electricity in Germany," Nature Energy, Nature, vol. 3(10), pages 876-881, October.
    35. Bergmann, Ariel & Hanley, Nick & Wright, Robert, 2006. "Valuing the attributes of renewable energy investments," Energy Policy, Elsevier, vol. 34(9), pages 1004-1014, June.
    36. Kaenzig, Josef & Heinzle, Stefanie Lena & Wüstenhagen, Rolf, 2013. "Whatever the customer wants, the customer gets? Exploring the gap between consumer preferences and default electricity products in Germany," Energy Policy, Elsevier, vol. 53(C), pages 311-322.
    37. Angel Bujosa & Antoni Riera & Robert Hicks, 2010. "Combining Discrete and Continuous Representations of Preference Heterogeneity: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(4), pages 477-493, December.
    38. Ma, Chunbo & Rogers, Abbie A. & Kragt, Marit E. & Zhang, Fan & Polyakov, Maksym & Gibson, Fiona & Chalak, Morteza & Pandit, Ram & Tapsuwan, Sorada, 2015. "Consumers’ willingness to pay for renewable energy: A meta-regression analysis," Resource and Energy Economics, Elsevier, vol. 42(C), pages 93-109.
    39. Yoo, Seung-Hoon & Kwak, So-Yoon, 2009. "Willingness to pay for green electricity in Korea: A contingent valuation study," Energy Policy, Elsevier, vol. 37(12), pages 5408-5416, December.
    40. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923, October.
    41. Soon, Jan-Jan & Ahmad, Siti-Aznor, 2015. "Willingly or grudgingly? A meta-analysis on the willingness-to-pay for renewable energy use," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 877-887.
    42. Bae, Jeong Hwan & Rishi, Meenakshi, 2018. "Increasing consumer participation rates for green pricing programs: A choice experiment for South Korea," Energy Economics, Elsevier, vol. 74(C), pages 490-502.
    43. Herbes, Carsten & Rilling, Benedikt & MacDonald, Scott & Boutin, Nathalie & Bigerna, Simona, 2020. "Are voluntary markets effective in replacing state-led support for the expansion of renewables? – A comparative analysis of voluntary green electricity markets in the UK, Germany, France and Italy," Energy Policy, Elsevier, vol. 141(C).
    44. Adamowicz W. & Louviere J. & Williams M., 1994. "Combining Revealed and Stated Preference Methods for Valuing Environmental Amenities," Journal of Environmental Economics and Management, Elsevier, vol. 26(3), pages 271-292, May.
    45. Hustveit, Magne & Frogner, Jens Sveen & Fleten, Stein-Erik, 2017. "Tradable green certificates for renewable support: The role of expectations and uncertainty," Energy, Elsevier, vol. 141(C), pages 1717-1727.
    46. Carsten Herbes & Benedikt Rilling & Scott Macdonald & Nathalie Boutin & Simona Bigerna, 2020. "Are voluntary markets effective in replacing state-led support for the expansion of renewables? – A comparative analysis of voluntary green electricity markets in the UK, Germany, France and Italy," Post-Print hal-03511354, HAL.
    47. Borchers, Allison M. & Duke, Joshua M. & Parsons, George R., 2007. "Does willingness to pay for green energy differ by source?," Energy Policy, Elsevier, vol. 35(6), pages 3327-3334, June.
    48. Ng, Alex & Zheng, Di, 2018. "Let's agree to disagree! On payoffs and green tastes in green energy investments," Energy Economics, Elsevier, vol. 69(C), pages 155-169.
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