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Equilibrium and real options in the ethanol industry: Modeling and empirical evidence

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  • Davison, Matt
  • Merener, Nicolas

Abstract

In the last twenty years a large number of ethanol firms have established operations in the US. Ethanol, produced from corn, is blended with pure gasoline to produce fuel. Producers hold an option to turn off unprofitable plants. Blenders choose to substitute ethanol for gasoline at or beyond the mandate set by the government. We propose an equilibrium model for blenders and producers that accounts for government measures and for real optionality embedded in the industry. The model, driven by corn and gasoline prices, leads to analytical expressions for the price and output of ethanol, and to policy implications on the impacts of the mandate and blend credit. The model also leads to closed form valuation for an ethanol producer. Using data between 2000 and 2017 we confirm that, as in the model, ethanol was largely priced as the maximum of rescaled gasoline and corn prices. Historical output levels between the mandate and installed capacity were explained by our theory. Finally, the share price dynamics for the largest public ethanol producer in the US was consistent in some aspects with the value of a real option.

Suggested Citation

  • Davison, Matt & Merener, Nicolas, 2023. "Equilibrium and real options in the ethanol industry: Modeling and empirical evidence," Journal of Commodity Markets, Elsevier, vol. 31(C).
    • Handle: RePEc:eee:jocoma:v:31:y:2023:i:c:s2405851322000496
    DOI: 10.1016/j.jcomm.2022.100292
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    References listed on IDEAS

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    1. Anderson, Soren T., 2012. "The demand for ethanol as a gasoline substitute," Journal of Environmental Economics and Management, Elsevier, vol. 63(2), pages 151-168.
    2. Bergman, Yaacov Z & Grundy, Bruce D & Wiener, Zvi, 1996. "General Properties of Option Prices," Journal of Finance, American Finance Association, vol. 51(5), pages 1573-1610, December.
    3. Philip Abbott, 2014. "Biofuels, Binding Constraints, and Agricultural Commodity Price Volatility," NBER Chapters, in: The Economics of Food Price Volatility, pages 91-131, National Bureau of Economic Research, Inc.
    4. Kirby, Natasha & Davison, Matt, 2010. "Using a spark-spread valuation to investigate the impact of corn-gasoline correlation on ethanol plant valuation," Energy Economics, Elsevier, vol. 32(6), pages 1221-1227, November.
    5. Sabet, Amir H. & Heaney, Richard, 2017. "Real options and the value of oil and gas firms: An empirical analysis," Journal of Commodity Markets, Elsevier, vol. 6(C), pages 50-65.
    6. Christopher R. Knittel and Aaron Smith, 2015. "Ethanol Production and Gasoline Prices: A Spurious Correlation," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    7. Trigeorgis, Lenos & Tsekrekos, Andrianos E., 2018. "Real Options in Operations Research: A Review," European Journal of Operational Research, Elsevier, vol. 270(1), pages 1-24.
    8. Irwin, Scott, 2016. "The Profitability of Ethanol Production in 2015," farmdoc daily, University of Illinois at Urbana-Champaign, Department of Agricultural and Consumer Economics, vol. 6, January.
    9. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    10. Alberto Moel, 2002. "When Are Real Options Exercised? An Empirical Study of Mine Closings," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 35-64, March.
    11. 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.
    12. Serletis, Apostolos & Xu, Libo, 2019. "The ethanol mandate and crude oil and biofuel agricultural commodity price dynamics," Journal of Commodity Markets, Elsevier, vol. 15(C), pages 1-1.
    13. Maxwell, Christian & Davison, Matt, 2014. "Using real option analysis to quantify ethanol policy impact on the firm's entry into and optimal operation of corn ethanol facilities," Energy Economics, Elsevier, vol. 42(C), pages 140-151.
    14. Serra, Teresa & Zilberman, David, 2013. "Biofuel-related price transmission literature: A review," Energy Economics, Elsevier, vol. 37(C), pages 141-151.
    15. Leilei Zhang & Guping Hu & Lizhi Wang & Yihsu Chen, 2016. "A bottom-up biofuel market equilibrium model for policy analysis," Annals of Operations Research, Springer, vol. 236(1), pages 75-101, January.
    16. Mallory, Mindy L. & Irwin, Scott H. & Hayes, Dermot J., 2012. "How Market Efficiency and the Theory of Storage Link Corn and Ethanol Markets Energy Economics," ISU General Staff Papers 201211010700001537, Iowa State University, Department of Economics.
    17. Quigg, Laura, 1993. "Empirical Testing of Real Option-Pricing Models," Journal of Finance, American Finance Association, vol. 48(2), pages 621-640, June.
    18. Gustavo Grullon & Evgeny Lyandres & Alexei Zhdanov, 2012. "Real Options, Volatility, and Stock Returns," Journal of Finance, American Finance Association, vol. 67(4), pages 1499-1537, August.
    19. Leilei Zhang & Guping Hu & Lizhi Wang & Yihsu Chen, 2016. "A bottom-up biofuel market equilibrium model for policy analysis," Annals of Operations Research, Springer, vol. 236(1), pages 75-101, January.
    20. Ghoddusi, Hamed, 2017. "Blending under uncertainty: Real options analysis of ethanol plants and biofuels mandates," Energy Economics, Elsevier, vol. 61(C), pages 110-120.
    21. Cheng, Lingfeng & Anderson, C.L., 2017. "Too conservative to hedge: How much does a corn ethanol facility lose?," International Journal of Production Economics, Elsevier, vol. 193(C), pages 654-662.
    22. Brennan, Michael J & Schwartz, Eduardo S, 1985. "Evaluating Natural Resource Investments," The Journal of Business, University of Chicago Press, vol. 58(2), pages 135-157, April.
    23. Li, Yihua & Tseng, Chung-Li & Hu, Guiping, 2015. "Is now a good time for Iowa to invest in cellulosic biofuels? A real options approach considering construction lead times," International Journal of Production Economics, Elsevier, vol. 167(C), pages 97-107.
    24. Boomsma, Trine Krogh & Meade, Nigel & Fleten, Stein-Erik, 2012. "Renewable energy investments under different support schemes: A real options approach," European Journal of Operational Research, Elsevier, vol. 220(1), pages 225-237.
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