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Policy induced price volatility transmission: Linking the U.S. crude oil, corn and plastics markets

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  • Jiang, Jingze
  • Marsh, Thomas L.
  • Tozer, Peter R.

Abstract

Policy changes and the evolution of green technology have induced new linkages in commodity markets. In this research, we study a representative market system, the U.S. crude oil, corn and plastics markets affected by policies promoting corn-based energy and corn-based bioplastics production. A vector error correction model (VECM) is estimated to study price transmission among markets in the United States, especially price volatility spillover effects. We find that plastics prices and corn futures prices move together in the long run, but that the crude oil futures prices are weakly exogenous to this system. We identify significant bidirectional volatility transmission between the corn futures and plastics markets, which brings new challenges to stakeholders in both markets. Moreover, we demonstrate that EISA 2007 has strengthened linkages between the corn futures and crude oil futures markets. In addition, changes in the linkages across the three markets are associated with the fuel ethanol–gasoline consumption ratio. The potential application of these findings for policy makers and risk managers is discussed.

Suggested Citation

  • Jiang, Jingze & Marsh, Thomas L. & Tozer, Peter R., 2015. "Policy induced price volatility transmission: Linking the U.S. crude oil, corn and plastics markets," Energy Economics, Elsevier, vol. 52(PA), pages 217-227.
  • Handle: RePEc:eee:eneeco:v:52:y:2015:i:pa:p:217-227
    DOI: 10.1016/j.eneco.2015.10.008
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    as
    1. Saghaian, Sayed H., 2010. "The Impact of the Oil Sector on Commodity Prices: Correlation or Causation?," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 42(3), pages 477-485, August.
    2. Ron Alquist & Lutz Kilian, 2010. "What do we learn from the price of crude oil futures?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 539-573.
    3. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    4. Brooks,Chris, 2008. "RATS Handbook to Accompany Introductory Econometrics for Finance," Cambridge Books, Cambridge University Press, number 9780521896955, January.
    5. Kaufmann, Robert K. & Dees, Stephane & Mann, Micheal, 2009. "Horizontal and vertical transmissions in the US oil supply chain," Energy Policy, Elsevier, vol. 37(2), pages 644-650, February.
    6. 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.
    7. Harrison, R. Wes, 2009. "The Food versus Fuel Debate: Implications for Consumers," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(2), pages 493-500, August.
    8. 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.
    9. Jean-Philippe Gervais, 2011. "Disentangling nonlinearities in the long- and short-run price relationships: an application to the US hog/pork supply chain," Applied Economics, Taylor & Francis Journals, vol. 43(12), pages 1497-1510.
    10. William J. Crowder & Anas Hamed, 1993. "A cointegration test for oil futures market efficiency," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(8), pages 933-941, December.
    11. Regnier, Eva, 2007. "Oil and energy price volatility," Energy Economics, Elsevier, vol. 29(3), pages 405-427, May.
    12. Daniel G. De La Torre Ugarte & Burton C. English & Kim Jensen, 2007. "Sixty Billion Gallons by 2030: Economic and Agricultural Impacts of Ethanol and Biodiesel Expansion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1290-1295.
    13. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    14. James D. Hamilton, 2009. "Understanding Crude Oil Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 179-206.
    15. Ray, Daryll E. & Richardson, James W. & De La Torre Ugarte, Daniel G. & Tiller, Kelly H., 1998. "Estimating Price Variability in Agriculture: Implications for Decision Makers," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 30(1), pages 21-33, July.
    16. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    17. Elyasiani, Elyas & Mansur, Iqbal & Odusami, Babatunde, 2011. "Oil price shocks and industry stock returns," Energy Economics, Elsevier, vol. 33(5), pages 966-974, September.
    18. Margaret Walls & Paul Calcott, 2000. "Can Downstream Waste Disposal Policies Encourage Upstream "Design for Environment"?," American Economic Review, American Economic Association, vol. 90(2), pages 233-237, May.
    19. 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.
    20. Baele, Lieven, 2005. "Volatility Spillover Effects in European Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(2), pages 373-401, June.
    21. Begemann, Brett D., 1997. "Competitive Strategies Of Biotechnology Firms: Implications For U.S. Agriculture," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 29(1), pages 1-6, July.
    22. Charlotte Christiansen, 2007. "Volatility‐Spillover Effects in European Bond Markets," European Financial Management, European Financial Management Association, vol. 13(5), pages 923-948, November.
    23. Jenne, C. A. & Cattell, R. K., 1983. "Structural change and energy efficiency in industry," Energy Economics, Elsevier, vol. 5(2), pages 114-123, April.
    24. Gardner Bruce, 2007. "Fuel Ethanol Subsidies and Farm Price Support," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 5(2), pages 1-22, December.
    25. Xiaodong Du and Lihong Lu McPhail, 2012. "Inside the Black Box: the Price Linkage and Transmission between Energy and Agricultural Markets," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    26. Asche, Frank & Gjolberg, Ole & Volker, Teresa, 2003. "Price relationships in the petroleum market: an analysis of crude oil and refined product prices," Energy Economics, Elsevier, vol. 25(3), pages 289-301, May.
    27. Kim, Kwansoo & Chavas, Jean-Paul, 2003. "Technological change and risk management: an application to the economics of corn production," Agricultural Economics, Blackwell, vol. 29(2), pages 125-142, October.
    28. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    29. Terrance M. Hurley & Paul D. Mitchell & Marlin E. Rice, 2004. "Risk and the Value of Bt Corn," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 345-358.
    30. Steven S. Vickner, 2013. "A USDA-Certified Biobased Product Introduction," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 512-518.
    31. Buguk, Cumhur & Hudson, Darren & Hanson, Terrill R., 2003. "Price Volatility Spillover in Agricultural Markets: An Examination of U.S. Catfish Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 28(1), pages 1-14, April.
    32. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    33. Nicholas Apergis & Anthony Rezitis, 2003. "Agricultural price volatility spillover effects: the case of Greece," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 30(3), pages 389-406, September.
    34. Du, Xiaodong & Yu, Cindy L. & Hayes, Dermot J., 2011. "Speculation and volatility spillover in the crude oil and agricultural commodity markets: A Bayesian analysis," Energy Economics, Elsevier, vol. 33(3), pages 497-503, May.
    35. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    36. Natanelov, Valeri & Alam, Mohammad J. & McKenzie, Andrew M. & Van Huylenbroeck, Guido, 2011. "Is there co-movement of agricultural commodities futures prices and crude oil?," Energy Policy, Elsevier, vol. 39(9), pages 4971-4984, September.
    37. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    38. Teresa Serra & David Zilberman & José M. Gil & Barry K. Goodwin, 2011. "Nonlinearities in the U.S. corn‐ethanol‐oil‐gasoline price system," Agricultural Economics, International Association of Agricultural Economists, vol. 42(1), pages 35-45, January.
    39. Ng, Angela, 2000. "Volatility spillover effects from Japan and the US to the Pacific-Basin," Journal of International Money and Finance, Elsevier, vol. 19(2), pages 207-233, April.
    40. Begemann, Brett D., 1997. "Competitive Strategies of Biotechnology Firms: Implications for U.S. Agriculture," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 29(1), pages 117-122, July.
    41. Harri, Ardian & Nalley, Lanier & Hudson, Darren, 2009. "The Relationship between Oil, Exchange Rates, and Commodity Prices," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(2), pages 501-510, August.
    42. Varga, Tibor, 2007. "Vertical price transmission between market operators in Hungarian agricultural product chains," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 106, pages 1-30, July.
    43. Bradley T. Ewing & Shawkat M. Hammoudeh & Mark A. Thompson, 2006. "Examining Asymmetric Behavior in US Petroleum Futures and Spot Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 9-24.
    44. McPhail, Lihong Lu, 2011. "Assessing the impact of US ethanol on fossil fuel markets: A structural VAR approach," Energy Economics, Elsevier, vol. 33(6), pages 1177-1185.
    45. 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.
    46. Chang, Ting-Huan & Su, Hsin-Mei, 2010. "The substitutive effect of biofuels on fossil fuels in the lower and higher crude oil price periods," Energy, Elsevier, vol. 35(7), pages 2807-2813.
    47. Masih, Mansur & Algahtani, Ibrahim & De Mello, Lurion, 2010. "Price dynamics of crude oil and the regional ethylene markets," Energy Economics, Elsevier, vol. 32(6), pages 1435-1444, November.
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    More about this item

    Keywords

    Corn futures price; Crude oil futures price; EISA 2007; Plastics price; VECM-ARCH; Volatility spillover;
    All these keywords.

    JEL classification:

    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • L65 - Industrial Organization - - Industry Studies: Manufacturing - - - Chemicals; Rubber; Drugs; Biotechnology; Plastics
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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