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Consumer preference and willingness to pay for a renewable fuel standard (RFS) policy: Focusing on ex-ante market analysis and segmentation

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  • Shin, Jungwoo
  • Hwang, Won-Sik

Abstract

Total energy consumption of oil in 2050 is expected to increase to 1.6 times its level in 2005, and greenhouse gas (GHG) emissions in the transportation sector will be second only to the electricity sector. In order to reduce GHG emissions in transportation, leading countries have started to implement renewable fuel standard (RFS) policies. Other countries such as Korea have recently started implementing RFS policies in order to comply with the proposed global GHG reduction target. However, previous research did not consider the impact of RFS policy on consumer acceptance levels. Therefore, this study analyzes consumer preferences and willingness-to-pay (WTP) for RFS. To provide detailed policy strategies, this study conducts additional analysis using market segmentation and sensitivity analysis. The results indicate that consumers generally accept the cost of implementing an RFS policy if the cost falls between KRW 101.78/liter (USD 0.33/gal) and KRW 187.26/liter (USD 0.60/gal). In addition, consumer WTP for implementing an RFS policy changes when the income exceeds KRW 5 million (USD 4229.1) in driver group, and relatively lower-income groups tend not to support RFS policies. Based on the results of this study, we can suggest proper pricing policies for each income group and a public relations strategy to improve the level of policy acceptance.

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  • Shin, Jungwoo & Hwang, Won-Sik, 2017. "Consumer preference and willingness to pay for a renewable fuel standard (RFS) policy: Focusing on ex-ante market analysis and segmentation," Energy Policy, Elsevier, vol. 106(C), pages 32-40.
  • Handle: RePEc:eee:enepol:v:106:y:2017:i:c:p:32-40
    DOI: 10.1016/j.enpol.2017.03.042
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    as
    1. Sarica, Kemal & Tyner, Wallace E., 2013. "Analysis of US renewable fuels policies using a modified MARKAL model," Renewable Energy, Elsevier, vol. 50(C), pages 701-709.
    2. McPhail, Lihong Lu & Babcock, Bruce A., 2012. "Impact of US biofuel policy on US corn and gasoline price variability," Energy, Elsevier, vol. 37(1), pages 505-513.
    3. Yeonbae Kim & Yuri Park & Jeong-Dong Lee & Jongsu Lee, 2006. "Using stated-preference data to measure the inconvenience cost of spam among Korean E-mail users," Applied Economics Letters, Taylor & Francis Journals, vol. 13(12), pages 795-800.
    4. Soratana, Kullapa & Harper Jr., Willie F. & Landis, Amy E., 2012. "Microalgal biodiesel and the Renewable Fuel Standard's greenhouse gas requirement," Energy Policy, Elsevier, vol. 46(C), pages 498-510.
    5. Shigeru Suehiro & Ryoichi Komiyama & Yuji Matsuo & Yu Nagatomi & Yuji Morita & Zhongyuan Shen, 2010. "Cost-effectiveness Analysis of CO2 Reduction in the Automobile Sector," Energy Working Papers 22731, East Asian Bureau of Economic Research.
    6. Huang, Haixiao & Khanna, Madhu & Önal, Hayri & Chen, Xiaoguang, 2013. "Stacking low carbon policies on the renewable fuels standard: Economic and greenhouse gas implications," Energy Policy, Elsevier, vol. 56(C), pages 5-15.
    7. Chen, Xiaoguang & Huang, Haixiao & Khanna, Madhu & Önal, Hayri, 2014. "Alternative transportation fuel standards: Welfare effects and climate benefits," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 241-257.
    8. Cacciatore, Michael A. & Scheufele, Dietram A. & Shaw, Bret R., 2012. "Labeling renewable energies: How the language surrounding biofuels can influence its public acceptance," Energy Policy, Elsevier, vol. 51(C), pages 673-682.
    9. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    10. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
    11. Savvanidou, Electra & Zervas, Efthimios & Tsagarakis, Konstantinos P., 2010. "Public acceptance of biofuels," Energy Policy, Elsevier, vol. 38(7), pages 3482-3488, July.
    12. 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.
    13. Li, Hui & Jenkins-Smith, Hank C. & Silva, Carol L. & Berrens, Robert P. & Herron, Kerry G., 2009. "Public support for reducing US reliance on fossil fuels: Investigating household willingness-to-pay for energy research and development," Ecological Economics, Elsevier, vol. 68(3), pages 731-742, January.
    14. Green, Paul E & Srinivasan, V, 1978. "Conjoint Analysis in Consumer Research: Issues and Outlook," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 5(2), pages 103-123, Se.
    15. Saunders, Caroline & Kaye-Blake, William & Marshall, Liz & Greenhalgh, Suzie & de Aragao Pereira, Mariana, 2009. "Impacts of a United States' biofuel policy on New Zealand's agricultural sector," Energy Policy, Elsevier, vol. 37(9), pages 3448-3454, September.
    16. John D. Anderson & Keith H. Coble, 2010. "Impact of renewable fuels standard ethanol mandates on the corn market," Agribusiness, John Wiley & Sons, Ltd., vol. 26(1), pages 49-63.
    17. Solomon, Barry D. & Johnson, Nicholas H., 2009. "Valuing climate protection through willingness to pay for biomass ethanol," Ecological Economics, Elsevier, vol. 68(7), pages 2137-2144, May.
    18. Delshad, Ashlie B. & Raymond, Leigh & Sawicki, Vanessa & Wegener, Duane T., 2010. "Public attitudes toward political and technological options for biofuels," Energy Policy, Elsevier, vol. 38(7), pages 3414-3425, July.
    19. Cuevas-Cubria, Clara, 2009. "Assessing the environmental externalities from biofuels in Australia," 2009 Conference (53rd), February 11-13, 2009, Cairns, Australia 47624, Australian Agricultural and Resource Economics Society.
    20. Petrolia, Daniel R. & Bhattacharjee, Sanjoy & Hudson, Darren & Herndon, Cary W., 2010. "Do Americans want ethanol? A comparative contingent-valuation study of willingness to pay for E-10 and E-85," Energy Economics, Elsevier, vol. 32(1), pages 121-128, January.
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