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Volatility spillovers between food and fuel markets: Do administrative regulations affect the transmission?

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  • An, Henry
  • Qiu, Feng
  • Rude, James

Abstract

The rapid growth of biofuel production has led to the food versus fuel dilemma, with studies showing that the use of crops as inputs drives up prices, volatility and volatility spillovers in food and fuel markets. Renewable identification numbers (RINs) are fuel credits that track and enforce compliance with U.S. renewable energy mandates, and may ameliorate price volatility disruptions and reduce spillovers. However, existing studies have largely ignored the relationship between RINs and price volatility. Using weekly spot price data over the period 2008–2018, we examine the impact of RINs on the volatility and market interdependence between the corn, ethanol, and oil markets. Through an asymmetric multivariate GARCH model, we find that the RIN market contributes to a reduction of volatility in the ethanol market, and also reduces volatility spillovers between corn and ethanol markets. Lastly, RINs weaken the market interdependence between ethanol and corn and ethanol and oil.

Suggested Citation

  • An, Henry & Qiu, Feng & Rude, James, 2021. "Volatility spillovers between food and fuel markets: Do administrative regulations affect the transmission?," Economic Modelling, Elsevier, vol. 102(C).
  • Handle: RePEc:eee:ecmode:v:102:y:2021:i:c:s0264999321001413
    DOI: 10.1016/j.econmod.2021.105552
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    as
    1. Jozef Baruník, Evzen Kocenda and Lukáa Vácha, 2015. "Volatility Spillovers Across Petroleum Markets," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    2. Thomas W. Hertel & Jayson Beckman, 2011. "Commodity Price Volatility in the Biofuel Era: An Examination of the Linkage between Energy and Agricultural Markets," NBER Chapters, in: The Intended and Unintended Effects of US Agricultural and Biotechnology Policies, pages 189-221, National Bureau of Economic Research, Inc.
    3. Gardebroek, Cornelis & Hernandez, Manuel A., 2013. "Do energy prices stimulate food price volatility? Examining volatility transmission between US oil, ethanol and corn markets," Energy Economics, Elsevier, vol. 40(C), pages 119-129.
    4. Dick van Dijk & Timo Terasvirta & Philip Hans Franses, 2002. "Smooth Transition Autoregressive Models — A Survey Of Recent Developments," Econometric Reviews, Taylor & Francis Journals, vol. 21(1), pages 1-47.
    5. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    6. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    7. Colin A. Carter & Gordon C. Rausser & Aaron Smith, 2017. "Commodity Storage and the Market Effects of Biofuel Policies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(4), pages 1027-1055.
    8. Pouliot, Sébastien & Babcock, Bruce A., 2017. "Feasibility of meeting increased biofuel mandates with E85," Energy Policy, Elsevier, vol. 101(C), pages 194-200.
    9. Luc Bauwens & Sébastien Laurent & Jeroen V. K. Rombouts, 2006. "Multivariate GARCH models: a survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109, January.
    10. Trujillo-Barrera, Andres & Mallory, Mindy L. & Garcia, Philip, 2012. "Volatility Spillovers in U.S. Crude Oil, Ethanol, and Corn Futures Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 37(2), pages 1-16, August.
    11. Saghaian, Sayed & Nemati, Mehdi & Walters, Cory & Chen, Bo, 2018. "Asymmetric Price Volatility Transmission between U.S. Biofuel, Corn, and Oil Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 43(1), January.
    12. Kevin B. Grier & Ólan T. Henry & Nilss Olekalns & Kalvinder Shields, 2004. "The asymmetric effects of uncertainty on inflation and output growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(5), pages 551-565.
    13. Baek, Jungho & Koo, Won W., 2014. "On the upsurge of U.S. food prices revisited," Economic Modelling, Elsevier, vol. 42(C), pages 272-276.
    14. Serra, Teresa & Zilberman, David, 2013. "Biofuel-related price transmission literature: A review," Energy Economics, Elsevier, vol. 37(C), pages 141-151.
    15. Apostolos Serletis, 2012. "Oil Price Uncertainty," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 8407, February.
    16. Gabriel E Lade & C -Y Cynthia Lin Lawell & Aaron Smith, 2018. "Policy Shocks and Market-Based Regulations: Evidence from the Renewable Fuel Standard," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(3), pages 707-731.
    17. Dwight R. Sanders & Scott H. Irwin, 2017. "Bubbles, Froth and Facts: Another Look at the Masters Hypothesis in Commodity Futures Markets," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(2), pages 345-365, June.
    18. Rahman, Sajjadur & Serletis, Apostolos, 2012. "Oil price uncertainty and the Canadian economy: Evidence from a VARMA, GARCH-in-Mean, asymmetric BEKK model," Energy Economics, Elsevier, vol. 34(2), pages 603-610.
    19. Zhang, Zibin & Qiu, Cheng & Wetzstein, Michael, 2010. "Blend-wall economics: Relaxing US ethanol regulations can lead to increased use of fossil fuels," Energy Policy, Elsevier, vol. 38(7), pages 3426-3430, July.
    20. Christopher R. Knittel & Robert S. Pindyck, 2016. "The Simple Economics of Commodity Price Speculation," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(2), pages 85-110, April.
    21. Harry Gorter & Dusan Drabik & David R. Just, 2015. "The Economics of Biofuel Policies," Palgrave Studies in Agricultural Economics and Food Policy, Palgrave Macmillan, number 978-1-137-41485-4, August.
    22. Sébastien Pouliot & Bruce A. Babcock, 2016. "Compliance Path and Impact of Ethanol Mandates on Retail Fuel Market in the Short Run," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(3), pages 744-764.
    23. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    24. Korting, Christina & Just, David R., 2017. "Demystifying RINs: A partial equilibrium model of U.S. biofuel markets," Energy Economics, Elsevier, vol. 64(C), pages 353-362.
    25. Debnath, Deepayan & Whistance, Jarrett & Thompson, Wyatt & Binfield, Julian, 2017. "Complement or substitute: Ethanol’s uncertain relationship with gasoline under alternative petroleum price and policy scenarios," Applied Energy, Elsevier, vol. 191(C), pages 385-397.
    26. Walters, Cory, 2018. "Price Volatility Transmission between U.S. Biofuel, Corn, and Oil Markets," Cornhusker Economics 307037, University of Nebraska-Lincoln, Department of Agricultural Economics.
    27. Feng Wu & Zhengfei Guan & Robert J. Myers, 2011. "Volatility spillover effects and cross hedging in corn and crude oil futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 31(11), pages 1052-1075, November.
    28. Whistance, Jarrett & Ripplinger, David & Thompson, Wyatt, 2016. "Biofuel-related price transmission using Renewable Identification Number prices to signal mandate regime," Energy Economics, Elsevier, vol. 55(C), pages 19-29.
    29. Pal, Debdatta & Mitra, Subrata K., 2019. "Correlation dynamics of crude oil with agricultural commodities: A comparison between energy and food crops," Economic Modelling, Elsevier, vol. 82(C), pages 453-466.
    30. Jarrett Whistance & Wyatt Thompson, 2014. "A Critical Assessment of RIN Price Behavior and the Implications for Corn, Ethanol, and Gasoline Price Relationships," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 36(4), pages 623-642.
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    Cited by:

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    2. Song, Feng & Cui, Jian & Yu, Yihua, 2022. "Dynamic volatility spillover effects between wind and solar power generations: Implications for hedging strategies and a sustainable power sector," Economic Modelling, Elsevier, vol. 116(C).

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    More about this item

    Keywords

    Biofuels; Ethanol; Price volatility spillovers; Renewable identification numbers;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

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