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The demand for hedging of oil producers: A tale of risk and regret

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  • Ouzan, Samuel
  • Six, Pierre

Abstract

Rationalizing the relatively low levels of hedging observed in the oil market, compared to those predicted by pure risk minimization, has proven difficult. This article examines whether the objectives of oil producers can explain this discrepancy. From a theoretical perspective, it appears that the observed level of hedging is well explained by risk averse producers who also exhibit regret aversion towards potential losses in the derivatives market. When applying our models to the data, we find that regret effectively rationalizes producers' under-hedging and its persistence. Our results suggest that neither ambiguity surrounding basis risk, nor prospect theory can account for this behavior. Lastly, our findings indicate that relaxing the assumption of market completeness and considering quantity risk also fail to match the observed hedging activity of oil producers.

Suggested Citation

  • Ouzan, Samuel & Six, Pierre, 2025. "The demand for hedging of oil producers: A tale of risk and regret," European Journal of Operational Research, Elsevier, vol. 321(1), pages 330-343.
  • Handle: RePEc:eee:ejores:v:321:y:2025:i:1:p:330-343
    DOI: 10.1016/j.ejor.2024.09.036
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    as
    1. Joëts, Marc, 2015. "Heterogeneous beliefs, regret, and uncertainty: The role of speculation in energy price dynamics," European Journal of Operational Research, Elsevier, vol. 247(1), pages 204-215.
    2. Mellios, Constantin & Six, Pierre & Lai, Anh Ngoc, 2016. "Dynamic speculation and hedging in commodity futures markets with a stochastic convenience yield," European Journal of Operational Research, Elsevier, vol. 250(2), pages 493-504.
    3. Carter, David A. & Rogers, Daniel A. & Simkins, Betty J. & Treanor, Stephen D., 2017. "A review of the literature on commodity risk management," Journal of Commodity Markets, Elsevier, vol. 8(C), pages 1-17.
    4. Hong, Harrison & Yogo, Motohiro, 2012. "What does futures market interest tell us about the macroeconomy and asset prices?," Journal of Financial Economics, Elsevier, vol. 105(3), pages 473-490.
    5. David E. Bell, 1983. "Risk Premiums for Decision Regret," Management Science, INFORMS, vol. 29(10), pages 1156-1166, October.
    6. Stephen Craig Pirrong, 1997. "Metallgesellschaft: A prudent hedger ruined, or a wildcatter on NYMEX?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 17(5), pages 543-578, August.
    7. Armantier, Olivier & Foncel, Jérôme & Treich, Nicolas, 2023. "Insurance and portfolio decisions: Two sides of the same coin?," Journal of Financial Economics, Elsevier, vol. 148(3), pages 201-219.
    8. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    9. Donald Lien, 2001. "A Note on Loss Aversion and Futures Hedging," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(7), pages 681-692, July.
    10. Geert Bekaert & Eric C. Engstrom & Nancy R. Xu, 2022. "The Time Variation in Risk Appetite and Uncertainty," Management Science, INFORMS, vol. 68(6), pages 3975-4004, June.
    11. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    12. Arjan B. Berkelaar & Roy Kouwenberg & Thierry Post, 2004. "Optimal Portfolio Choice under Loss Aversion," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 973-987, November.
    13. Georges Dionne & Olfa Maalaoui Chun & Thouraya Triki, 2019. "The governance of risk management: The importance of directors’ independence and financial knowledge," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 22(3), pages 247-277, September.
    14. Dionne, Georges & Gueyie, Jean-Pierre & Mnasri, Mohamed, 2018. "Dynamic corporate risk management: Motivations and real implications," Journal of Banking & Finance, Elsevier, vol. 95(C), pages 97-111.
    15. Suleyman Basak & Georgy Chabakauri, 2012. "Dynamic Hedging in Incomplete Markets: A Simple Solution," The Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1845-1896.
    16. Suleyman Basak & Georgy Chabakauri, 2010. "Dynamic Mean-Variance Asset Allocation," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 2970-3016, August.
    17. Merton, Robert C., 1971. "Optimum consumption and portfolio rules in a continuous-time model," Journal of Economic Theory, Elsevier, vol. 3(4), pages 373-413, December.
    18. Wenjin Kang & K. Geert Rouwenhorst & Ke Tang, 2020. "A Tale of Two Premiums: The Role of Hedgers and Speculators in Commodity Futures Markets," Journal of Finance, American Finance Association, vol. 75(1), pages 377-417, February.
    19. Gordon M. Bodnar & Erasmo Giambona & John R. Graham & Campbell R. Harvey, 2019. "A View Inside Corporate Risk Management," Management Science, INFORMS, vol. 65(11), pages 5001-5026, November.
    20. Constantin Mellios & Pierre Six, 2011. "The Traditional Hedging Model Revisited with a Nonobservable Convenience Yield," The Financial Review, Eastern Finance Association, vol. 46(4), pages 569-593, November.
    21. Gao, Jianjun & Li, Duan & Xie, Jinyan & Yang, Yiwen & Yao, Jing, 2024. "When Prospect Theory Meets Mean-Reverting Asset Returns: A Behavioral Dynamic Trading Model," Journal of Banking & Finance, Elsevier, vol. 162(C).
    22. Gabrel, Virginie & Murat, Cécile & Thiele, Aurélie, 2014. "Recent advances in robust optimization: An overview," European Journal of Operational Research, Elsevier, vol. 235(3), pages 471-483.
    23. Xidonas, Panos & Mavrotas, George & Hassapis, Christis & Zopounidis, Constantin, 2017. "Robust multiobjective portfolio optimization: A minimax regret approach," European Journal of Operational Research, Elsevier, vol. 262(1), pages 299-305.
    24. Dionne, Georges & El Hraiki, Rayane & Mnasri, Mohamed, 2023. "Determinants and real effects of joint hedging: An empirical analysis of US oil and gas producers," Energy Economics, Elsevier, vol. 124(C).
    25. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    26. Ederington, Louis H, 1979. "The Hedging Performance of the New Futures Markets," Journal of Finance, American Finance Association, vol. 34(1), pages 157-170, March.
    27. René M. Stulz, 1996. "Rethinking Risk Management," Journal of Applied Corporate Finance, Morgan Stanley, vol. 9(3), pages 8-25, September.
    28. G. David Haushalter, 2000. "Financing Policy, Basis Risk, and Corporate Hedging: Evidence from Oil and Gas Producers," Journal of Finance, American Finance Association, vol. 55(1), pages 107-152, February.
    29. Duffie, Darrell & Stanton, Richard, 1992. "Pricing continuously resettled contingent claims," Journal of Economic Dynamics and Control, Elsevier, vol. 16(3-4), pages 561-573.
    30. Giove, Silvio & Funari, Stefania & Nardelli, Carla, 2006. "An interval portfolio selection problem based on regret function," European Journal of Operational Research, Elsevier, vol. 170(1), pages 253-264, April.
    31. Breeden, Douglas T., 1979. "An intertemporal asset pricing model with stochastic consumption and investment opportunities," Journal of Financial Economics, Elsevier, vol. 7(3), pages 265-296, September.
    32. Briys, Eric & Crouhy, Michel & Schlesinger, Harris, 1993. "Optimal hedging in a futures market with background noise and basis risk," European Economic Review, Elsevier, vol. 37(5), pages 949-960, June.
    33. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    34. Han Bleichrodt & Alessandra Cillo & Enrico Diecidue, 2010. "A Quantitative Measurement of Regret Theory," Management Science, INFORMS, vol. 56(1), pages 161-175, January.
    35. Alexandridis, George & Chen, Zhong & Zeng, Yeqin, 2021. "Financial hedging and corporate investment," Journal of Corporate Finance, Elsevier, vol. 67(C).
    36. David E. Bell, 1982. "Regret in Decision Making under Uncertainty," Operations Research, INFORMS, vol. 30(5), pages 961-981, October.
    37. repec:bla:jfinan:v:43:y:1988:i:1:p:143-53 is not listed on IDEAS
    38. Donald Lien & Yaqin Wang, 2002. "Risk aversion, disappointment aversion, and futures hedging," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 22(2), pages 123-141, February.
    39. Adam-Müller, Axel F.A. & Nolte, Ingmar, 2011. "Cross hedging under multiplicative basis risk," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 2956-2964, November.
    40. Hayashi, Takashi, 2008. "Regret aversion and opportunity dependence," Journal of Economic Theory, Elsevier, vol. 139(1), pages 242-268, March.
    41. Jaime Casassus & Pierre Collin‐Dufresne, 2005. "Stochastic Convenience Yield Implied from Commodity Futures and Interest Rates," Journal of Finance, American Finance Association, vol. 60(5), pages 2283-2331, October.
    42. Gary B. Gorton & Fumio Hayashi & K. Geert Rouwenhorst, 2013. "The Fundamentals of Commodity Futures Returns," Review of Finance, European Finance Association, vol. 17(1), pages 35-105.
    43. Acharya, Viral V. & Lochstoer, Lars A. & Ramadorai, Tarun, 2013. "Limits to arbitrage and hedging: Evidence from commodity markets," Journal of Financial Economics, Elsevier, vol. 109(2), pages 441-465.
    44. Robert L. Winkler & Gary M. Roodman & Robert R. Britney, 1972. "The Determination of Partial Moments," Management Science, INFORMS, vol. 19(3), pages 290-296, November.
    45. Qin, Jie, 2020. "Regret-based capital asset pricing model," Journal of Banking & Finance, Elsevier, vol. 114(C).
    46. Bec, Frédérique & De Gaye, Annabelle, 2016. "How do oil price forecast errors impact inflation forecast errors? An empirical analysis from US, French and UK inflation forecasts," Economic Modelling, Elsevier, vol. 53(C), pages 75-88.
    47. Mo, Kun & Suvankulov, Farrukh & Griffiths, Sophie, 2021. "Financial distress and commodity hedging: Evidence from Canadian oil firms," Energy Economics, Elsevier, vol. 97(C).
    48. Tufano, Peter, 1996. "Who Manages Risk? An Empirical Examination of Risk Management Practices in the Gold Mining Industry," Journal of Finance, American Finance Association, vol. 51(4), pages 1097-1137, September.
    49. Michenaud, Sébastien & Solnik, Bruno, 2008. "Applying regret theory to investment choices: Currency hedging decisions," Journal of International Money and Finance, Elsevier, vol. 27(5), pages 677-694, September.
    50. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. "Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-1658, December.
    51. Michael Adler & Jerome Detemple, 1988. "Hedging with futures in an intertemporal portfolio context," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 8(3), pages 249-269, June.
    52. Muermann, Alexander & Mitchell, Olivia S. & Volkman, Jacqueline M., 2006. "Regret, portfolio choice, and guarantees in defined contribution schemes," Insurance: Mathematics and Economics, Elsevier, vol. 39(2), pages 219-229, October.
    53. Raphaël H. Boroumand & Stéphane Goutte & Ehud I. Ronn, 2020. "Characterizing the hedging policies of commodity price‐sensitive corporations," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(8), pages 1264-1281, August.
    54. Han Bleichrodt & Peter P. Wakker, 2015. "Regret Theory: A Bold Alternative to the Alternatives," Economic Journal, Royal Economic Society, vol. 0(583), pages 493-532, March.
    55. Alturki, Sultan & Olson, Eric, 2022. "Oil sentiment and the U.S. inflation premium," Energy Economics, Elsevier, vol. 114(C).
    56. Alexander David, 2019. "Exploration Activity, Long-run Decisions, and the Risk Premium in Energy Futures," The Review of Financial Studies, Society for Financial Studies, vol. 32(4), pages 1536-1572.
    57. Baule, Rainer & Korn, Olaf & Kuntz, Laura-Chloé, 2019. "Markowitz with regret," Journal of Economic Dynamics and Control, Elsevier, vol. 103(C), pages 1-24.
    58. Yao, Jing & Li, Duan, 2013. "Prospect theory and trading patterns," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2793-2805.
    59. Jeeva Somasundaram & Enrico Diecidue, 2017. "Regret theory and risk attitudes," Journal of Risk and Uncertainty, Springer, vol. 55(2), pages 147-175, December.
    60. Bessembinder, Hendrik, 1992. "Systematic Risk, Hedging Pressure, and Risk Premiums in Futures Markets," The Review of Financial Studies, Society for Financial Studies, vol. 5(4), pages 637-667.
    61. Mark Bertus & Jonathan Godbey & Jimmy E. Hilliard, 2009. "Minimum variance cross hedging under mean‐reverting spreads, stochastic convenience yields, and jumps: Application to the airline industry," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 29(8), pages 736-756, August.
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    More about this item

    Keywords

    Regret aversion; Under-hedging; Oil market; Speculation; Ambiguity aversion; Prospect theory;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

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