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Asymmetric spot‐futures price adjustments in grain markets

Author

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  • Zhige Wu
  • Alex Maynard
  • Alfons Weersink
  • Getu Hailu

Abstract

Recent volatility in food prices in the grain market has generated much interest among agricultural market participants. This study examines the nonlinear dynamic relationship between spot and futures prices in grain markets. The empirical results provide strong evidence of price asymmetries. The corn spot price adjusts faster to futures price increases than futures price decreases, whereas the soybean spot price adjusts faster to futures price decreases than futures price increases. Although this asymmetric adjustment is found for a single market in Ontario, Canada, the results may also provide insights on the spot‐futures price convergence issues in other commodity markets.

Suggested Citation

  • Zhige Wu & Alex Maynard & Alfons Weersink & Getu Hailu, 2018. "Asymmetric spot‐futures price adjustments in grain markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(12), pages 1549-1564, December.
  • Handle: RePEc:wly:jfutmk:v:38:y:2018:i:12:p:1549-1564
    DOI: 10.1002/fut.21966
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    1. Balke, Nathan S & Fomby, Thomas B, 1997. "Threshold Cointegration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(3), pages 627-645, August.
    2. Awudu Abdulai, 2002. "Using threshold cointegration to estimate asymmetric price transmission in the Swiss pork market," Applied Economics, Taylor & Francis Journals, vol. 34(6), pages 679-687.
    3. Paul Brockman & Yiuman Tse, 1995. "Information shares in Canadian agricultural cash and futures markets," Applied Economics Letters, Taylor & Francis Journals, vol. 2(10), pages 335-338.
    4. Giliola Frey & Matteo Manera, 2007. "Econometric Models Of Asymmetric Price Transmission," Journal of Economic Surveys, Wiley Blackwell, vol. 21(2), pages 349-415, April.
    5. W. Erno Kuiper & Joost M. E. Pennings, 2002. "Identification by full adjustment: evidence from the relationship between futures and spot prices," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 29(1), pages 67-84, March.
    6. Bassam Fattouh, Lutz Kilian, and Lavan Mahadeva, 2013. "The Role of Speculation in Oil Markets: What Have We Learned So Far?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    7. Paul Gallagher & Robert Wisner & Heather Brubacker, 2005. "Price Relationships in Processors' Input Market Areas: Testing Theories for Corn Prices Near Ethanol Plants," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(2‐3), pages 117-139, June.
    8. Barry K. Goodwin & Matthew T. Holt, 1999. "Price Transmission and Asymmetric Adjustment in the U.S. Beef Sector," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(3), pages 630-637.
    9. Chang, Chia-Lin & Chen, Li-Hsueh & Hammoudeh, Shawkat & McAleer, Michael, 2012. "Asymmetric adjustments in the ethanol and grains markets," Energy Economics, Elsevier, vol. 34(6), pages 1990-2002.
    10. Pavel Vavra & Barry K. Goodwin, 2005. "Analysis of Price Transmission Along the Food Chain," OECD Food, Agriculture and Fisheries Papers 3, OECD Publishing.
    11. Floros, Christos & Salvador, Enrique, 2014. "Calendar anomalies in cash and stock index futures: International evidence," Economic Modelling, Elsevier, vol. 37(C), pages 216-223.
    12. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    13. Philip Garcia & Scott H. Irwin & Aaron Smith, 2015. "Futures Market Failure?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(1), pages 40-64.
    14. Goodwin, Barry K. & Harper, Daniel C., 2000. "Price Transmission, Threshold Behavior, And Asymmetric Adjustment In The U.S. Pork Sector," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 32(3), pages 1-11, December.
    15. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    16. Garbade, Kenneth D & Silber, William L, 1983. "Price Movements and Price Discovery in Futures and Cash Markets," The Review of Economics and Statistics, MIT Press, vol. 65(2), pages 289-297, May.
    17. Jochen Meyer & Stephan von Cramon‐Taubadel, 2004. "Asymmetric Price Transmission: A Survey," Journal of Agricultural Economics, Wiley Blackwell, vol. 55(3), pages 581-611, November.
    18. Karali, Berna & McNew, Kevin & Thurman, Walter N., 2018. "Price Discovery and the Basis Effects of Failures to Converge in Soft RedWinter Wheat Futures Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 43(1), January.
    19. Douglas R. Bohi & Michael A. Toman, 1987. "Futures trading and oil market conditions," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 7(2), pages 203-221, April.
    20. Eugene F. Fama & Kenneth R. French, 2015. "Commodity Futures Prices: Some Evidence on Forecast Power, Premiums, and the Theory of Storage," World Scientific Book Chapters, in: Anastasios G Malliaris & William T Ziemba (ed.), THE WORLD SCIENTIFIC HANDBOOK OF FUTURES MARKETS, chapter 4, pages 79-102, World Scientific Publishing Co. Pte. Ltd..
    21. Chen, Pei-Fen & Lee, Chien-Chiang & Zeng, Jhih-Hong, 2014. "The relationship between spot and futures oil prices: Do structural breaks matter?," Energy Economics, Elsevier, vol. 43(C), pages 206-217.
    22. Gallagher, Paul W. & Wisner, Robert N. & Brubaker, Heather, 2005. "Pricing Relationships in Processors' Input Market Areas: Testing Theories for Corn Prices Near Ethanol Plants," Staff General Research Papers Archive 12305, Iowa State University, Department of Economics.
    23. Mofya-Mukuka, Rhoda & Abdulai, Awudu, 2013. "Policy reforms and asymmetric price transmission in the Zambian and Tanzanian coffee markets," Economic Modelling, Elsevier, vol. 35(C), pages 786-795.
    24. Meyer, Jochen, 2004. "Measuring market integration in the presence of transaction costs--a threshold vector error correction approach," Agricultural Economics, Blackwell, vol. 31(2-3), pages 327-334, December.
    25. Scott H. Irwin & Philip Garcia & Darrel L. Good & Eugene L. Kunda, 2011. "Spreads and Non-Convergence in Chicago Board of Trade Corn, Soybean, and Wheat Futures: Are Index Funds to Blame?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(1), pages 116-142.
    26. Enders, Walter & Granger, Clive W J, 1998. "Unit-Root Tests and Asymmetric Adjustment with an Example Using the Term Structure of Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(3), pages 304-311, July.
    27. Ted C. Schroeder & Barry K. Goodwin, 1991. "Price discovery and cointegration for live hogs," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(6), pages 685-696, December.
    28. Abdulai, Awudu, 2000. "Spatial price transmission and asymmetry in the Ghanaian maize market," Journal of Development Economics, Elsevier, vol. 63(2), pages 327-349, December.
    29. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-176, April.
    30. Mattos, Fabio & Garcia, Philip, 2004. "Price Discovery In Thinly Traded Markets: Cash And Futures Relationships In Brazilian Agricultural Futures Markets," 2004 Conference, April 19-20, 2004, St. Louis, Missouri 19019, NCR-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    31. C. W. Morgan & A. J. Rayner & C. Vaillant, 1999. "Agricultural futures markets in LDCs: a policy response to price volatility?," Journal of International Development, John Wiley & Sons, Ltd., vol. 11(6), pages 893-910.
    32. Andrew McKenzie & Matthew Holt, 2002. "Market efficiency in agricultural futures markets," Applied Economics, Taylor & Francis Journals, vol. 34(12), pages 1519-1532.
    33. Kevin McNew & Duane Griffith, 2005. "Measuring the Impact of Ethanol Plants on Local Grain Prices," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 27(2), pages 164-180.
    34. T. Randall Fortenbery & Hector O. Zapata, 1993. "An examination of cointegration relations between futures and local grain markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(8), pages 921-932, December.
    35. Bekiros, Stelios D. & Diks, Cees G.H., 2008. "The relationship between crude oil spot and futures prices: Cointegration, linear and nonlinear causality," Energy Economics, Elsevier, vol. 30(5), pages 2673-2685, September.
    36. Manolis Kavussanos & Nikos Nomikos, 2003. "Price Discovery, Causality and Forecasting in the Freight Futures Market," Review of Derivatives Research, Springer, vol. 6(3), pages 203-230, October.
    37. Colin A. Carter & Sandeep Mohapatra, 2008. "How Reliable Are Hog Futures as Forecasts?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 367-378.
    38. Michel Simioni & Frédéric Gonzales & Patrice Guillotreau & Laurent Le Grel, 2013. "Detecting Asymmetric Price Transmission with Consistent Threshold along the Fish Supply Chain," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 61(1), pages 37-60, March.
    39. Bacon, Robert W., 1991. "Rockets and feathers: the asymmetric speed of adjustment of UK retail gasoline prices to cost changes," Energy Economics, Elsevier, vol. 13(3), pages 211-218, July.
    40. Irwin, Scott H. & Garcia, Philip & Good, Darrel L. & Kunda, Eugene L., 2008. "Recent Convergence Performance of CBOT Corn, Soybean, and Wheat Futures Contracts," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 23(2), pages 1-6.
    41. Subervie, Julie, 2011. "Producer price adjustment to commodity price shocks: An application of threshold cointegration," Economic Modelling, Elsevier, vol. 28(5), pages 2239-2246, September.
    42. Severin Borenstein & A. Colin Cameron & Richard Gilbert, 1997. "Do Gasoline Prices Respond Asymmetrically to Crude Oil Price Changes?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 305-339.
    43. Kevin McNew & Duane Griffith, 2005. "Measuring the Impact of Ethanol Plants on Local Grain Prices," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 27(2), pages 164-180.
    44. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    45. Honarvar, Afshin, 2009. "Asymmetry in retail gasoline and crude oil price movements in the United States: An application of hidden cointegration technique," Energy Economics, Elsevier, vol. 31(3), pages 395-402, May.
    46. Brian D. Wright, 2011. "The Economics of Grain Price Volatility," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(1), pages 32-58.
    47. Hany A. Shawky & Achla Marathe & Christopher L. Barrett, 2003. "A first look at the empirical relation between spot and futures electricity prices in the United States," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 23(10), pages 931-955, October.
    48. 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.
    49. Nathan S. Balke & Stephen P. A. Brown & Mine K. Yücel, 1998. "Crude oil and gasoline prices: an asymmetric relationship?," Economic and Financial Policy Review, Federal Reserve Bank of Dallas, issue Q 1, pages 2-11.
    50. Titus O. Awokuse & Xiaohong Wang, 2009. "Threshold Effects and Asymmetric Price Adjustments in U.S. Dairy Markets," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(2), pages 269-286, June.
    51. Adjemian, Michael K. & Garcia, Philip & Irwin, Scott & Smith, Aaron, 2013. "Non-Convergence in Domestic Commodity Futures Markets: Causes, Consequences, and Remedies," Economic Information Bulletin 155381, United States Department of Agriculture, Economic Research Service.
    52. Getu Hailu & Alex Maynard & Alfons Weersink, 2015. "Empirical analysis of corn and soybean basis in Canada," Applied Economics, Taylor & Francis Journals, vol. 47(51), pages 5491-5509, November.
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