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Commodity futures hedge ratios: A meta-analysis

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  • Białkowski, Jędrzej
  • Bohl, Martin T.
  • Perera, Devmali

Abstract

The derivative accounting standard requires hedging to satisfy the 80–125 rule to be eligible to apply the hedge accounting treatment. This means the hedging relationship should achieve hedging effectiveness within the 80%–125% level to qualify for hedge accounting. The appropriateness of this screening criterion is questioned in the existing literature, and there is hardly any empirical evidence to justify the suitability of this threshold level of hedge effectiveness. By applying meta-analysis methodology for 1699 hedge ratios collected from previous academic studies in commodity futures hedging, we show that the average optimal hedge ratio in commodity futures hedging in the academic literature mostly overlaps with the 80–125 threshold.

Suggested Citation

  • Białkowski, Jędrzej & Bohl, Martin T. & Perera, Devmali, 2023. "Commodity futures hedge ratios: A meta-analysis," Journal of Commodity Markets, Elsevier, vol. 30(C).
  • Handle: RePEc:eee:jocoma:v:30:y:2023:i:c:s2405851322000332
    DOI: 10.1016/j.jcomm.2022.100276
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    1. Dahlgran, Roger A., 2009. "Inventory and Transformation Hedging Effectiveness in Corn Crushing," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(1), pages 1-18, April.
    2. Kim, Jae & Doucouliagos, Hristos & Stanley, T. D., 2014. "Market efficiency in Asian and Australasian stock markets: a fresh look at the evidence," Working Papers eco_2014_9, Deakin University, Department of Economics.
    3. Dewally, Michaël & Shao, Yingying, 2013. "Financial derivatives, opacity, and crash risk: Evidence from large US banks," Journal of Financial Stability, Elsevier, vol. 9(4), pages 565-577.
    4. Howard, Charles T. & D'Antonio, Louis J., 1984. "A Risk-Return Measure of Hedging Effectiveness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(1), pages 101-112, March.
    5. Cecchetti, Stephen G & Cumby, Robert E & Figlewski, Stephen, 1988. "Estimation of the Optimal Futures Hedge," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 623-630, November.
    6. Altman, Ira J. & Sanders, Dwight & Schneider, Jonathan, 2008. "Producer-Level Hedging Effectiveness of Class III Milk Futures," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2008, pages 1-8.
    7. Iwasaki, Ichiro & Tokunaga, Masahiro, 2014. "Macroeconomic Impacts of FDI in Transition Economies: A Meta-Analysis," World Development, Elsevier, vol. 61(C), pages 53-69.
    8. Anton Bekkerman, 2011. "Time‐varying hedge ratios in linked agricultural markets," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 71(2), pages 179-200, August.
    9. K. C. Chen & R. Stephen Sears & Dah‐Nein Tzang, 1987. "Oil prices and energy futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 7(5), pages 501-518, October.
    10. Da‐Hsiang Donald Lien, 1996. "The effect of the cointegration relationship on futures hedging: A note," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(7), pages 773-780, October.
    11. Jędrzej Białkowski & Jan Koeman, 2018. "Does the design of spot markets matter for the success of futures markets? Evidence from dairy futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(3), pages 373-389, March.
    12. Franken, Jason R.V. & Parcell, Joseph L., 2003. "Cash Ethanol Cross-Hedging Opportunities," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 35(3), pages 1-8, December.
    13. Revoredo-Giha, Cesar & Zuppiroli, Marco, 2013. "Commodity futures markets: are they an effective price risk management tool for the European wheat supply chain?," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 2(3), pages 1-19, December.
    14. Lence, Sergio H., 1996. "Relaxing The Assumptions Of Minimum-Variance Hedging," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 21(1), pages 1-17, July.
    15. Brinker, Adam J. & Parcell, Joseph L. & Dhuyvetter, Kevin C. & Franken, Jason R.V., 2009. "Cross-Hedging Distillers Dried Grains Using Corn and Soybean Meal Futures Contracts," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 27(1-2), pages 1-15.
    16. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    17. Moschini, GianCarlo & Myers, Robert J., 2002. "Testing for constant hedge ratios in commodity markets: a multivariate GARCH approach," Journal of Empirical Finance, Elsevier, vol. 9(5), pages 589-603, December.
    18. 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.
    19. Chen, Jun & King, Tao-Hsien Dolly, 2014. "Corporate hedging and the cost of debt," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 221-245.
    20. John M. Charnes & Paul Koch & Henk Berkman, 2003. "Measuring Hedge Effectiveness For Fas 133 Compliance," Journal of Applied Corporate Finance, Morgan Stanley, vol. 15(4), pages 95-103, September.
    21. van Ewijk, Casper & de Groot, Henri L.F. & Santing, A.J. (Coos), 2012. "A meta-analysis of the equity premium," Journal of Empirical Finance, Elsevier, vol. 19(5), pages 819-830.
    22. Stephen E. Miller, 1982. "Forward pricing feeder pigs," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 2(4), pages 333-340, December.
    23. Ted Juhl & Ira G. Kawaller & Paul D. Koch, 2012. "The Effect of the Hedge Horizon on Optimal Hedge Size and Effectiveness When Prices are Cointegrated," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 32(9), pages 837-876, September.
    24. Dennis W. Carlton, 1984. "Futures markets: Their purpose, their history, their growth, their successes and failures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 4(3), pages 237-271, September.
    25. Bessler, Wolfgang & Conlon, Thomas & Huan, Xing, 2019. "Does corporate hedging enhance shareholder value? A meta-analysis," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 222-232.
    26. Marek Rusnak & Tomas Havranek & Roman Horvath, 2013. "How to Solve the Price Puzzle? A Meta‐Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(1), pages 37-70, February.
    27. Gay, Gerald D. & Lin, Chen-Miao & Smith, Stephen D., 2011. "Corporate derivatives use and the cost of equity," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1491-1506, June.
    28. Białkowski, Jędrzej & Perera, Devmali, 2019. "Stock index futures arbitrage: Evidence from a meta-analysis," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 284-294.
    29. Carter, Colin A., 1984. "An Evaluation Of Pricing Performance And Hedging Effectiveness Of The Barley Futures Market," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 9(1), pages 1-13, July.
    30. Megan Linde Leonard & T. D. Stanley & Hristos Doucouliagos, 2014. "Does the UK Minimum Wage Reduce Employment? A Meta-Regression Analysis," British Journal of Industrial Relations, London School of Economics, vol. 52(3), pages 499-520, September.
    31. Philip Arestis & Georgios Chortareas & Georgios Magkonis, 2015. "The Financial Development And Growth Nexus: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 549-565, July.
    32. Joan Costa‐Font & Marin Gemmill & Gloria Rubert, 2011. "Biases in the healthcare luxury good hypothesis?: a meta‐regression analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 95-107, January.
    33. Tomáš Havránek, 2010. "Rose effect and the euro: is the magic gone?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(2), pages 241-261, June.
    34. Jerome Geyer-Klingeberg & Markus Hang & Andreas W. Rathgeber & Stefan Stöckl & Matthias Walter, 2018. "What do we really know about corporate hedging? A meta-analytical study," Business Research, Springer;German Academic Association for Business Research, vol. 11(1), pages 1-31, February.
    35. T. D. Stanley, 2008. "Meta‐Regression Methods for Detecting and Estimating Empirical Effects in the Presence of Publication Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(1), pages 103-127, February.
    36. Choudhry, Taufiq, 2009. "Short-run deviations and time-varying hedge ratios: Evidence from agricultural futures markets," International Review of Financial Analysis, Elsevier, vol. 18(1-2), pages 58-65, March.
    37. Diana Zigraiova & Tomas Havranek, 2016. "Bank Competition And Financial Stability: Much Ado About Nothing?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 944-981, December.
    38. Carter, Colin A., 1999. "Commodity futures markets: a survey," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 43(2), pages 1-39, June.
    39. repec:eme:mfppss:v:41:y:2015:i:6:p:615-639 is not listed on IDEAS
    40. Sheng‐Syan Chen & Cheng‐Few Lee & Keshab Shrestha, 2004. "An empirical analysis of the relationship between the hedge ratio and hedging horizon: A simultaneous estimation of the short‐ and long‐run hedge ratios," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 24(4), pages 359-386, April.
    41. Kim, Seon-Woong & Brorsen, B. Wade & Yoon, Byung-Sam, 2015. "Cross Hedging Winter Canola," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 47(4), pages 462-481, November.
    42. Robert J. Myers, 1991. "Estimating time‐varying optimal hedge ratios on futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(1), pages 39-53, February.
    43. Sergio H. Lence, 1995. "The Economic Value of Minimum-Variance Hedges," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(2), pages 353-364.
    44. Leland L. Johnson, 1960. "The Theory of Hedging and Speculation in Commodity Futures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 27(3), pages 139-151.
    45. Roger M. Harbord & Julian P.T. Higgins, 2008. "Meta-regression in Stata," Stata Journal, StataCorp LP, vol. 8(4), pages 493-519, December.
    46. Card, David & Krueger, Alan B, 1995. "Time-Series Minimum-Wage Studies: A Meta-analysis," American Economic Review, American Economic Association, vol. 85(2), pages 238-243, May.
    47. Philip Garcia, 2004. "A selected review of agricultural commodity futures and options markets," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 31(3), pages 235-272, September.
    48. Wimmer, Thomas & Geyer-Klingeberg, Jerome & Hütter, Marie & Schmid, Florian & Rathgeber, Andreas, 2021. "The impact of speculation on commodity prices: A Meta-Granger analysis," Journal of Commodity Markets, Elsevier, vol. 22(C).
    49. Gray, Roger W. & Rutledge, David J.S., 1971. "The Economics of Commodity Futures Markets: A Survey," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 39(04), pages 1-52, December.
    50. C. Sherman Cheung & Clarence C. Y. Kwan & Patrick C. Y. Yip, 1990. "The hedging effectiveness of options and futures: A mean‐gini approach," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 10(1), pages 61-73, February.
    51. Efendic, Adnan & Pugh, Geoff & Adnett, Nick, 2011. "Institutions and economic performance: A meta-regression analysis," European Journal of Political Economy, Elsevier, vol. 27(3), pages 586-599, September.
    52. Abe De Jong & Frans De Roon & Chris Veld, 1997. "Out‐of‐sample hedging effectiveness of currency futures for alternative models and hedging strategies," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 17(7), pages 817-837, October.
    53. Awaworyi Churchill, S. & Yew, S.L., 2017. "Are government transfers harmful to economic growth? A meta-analysis," Economic Modelling, Elsevier, vol. 64(C), pages 270-287.
    54. Mattos, Fabio & Garcia, Philip & Nelson, Carl, 2008. "Relaxing standard hedging assumptions in the presence of downside risk," The Quarterly Review of Economics and Finance, Elsevier, vol. 48(1), pages 78-93, February.
    55. Anton Astakhov & Tomas Havranek & Jiri Novak, 2017. "Firm Size and Stock Returns: A Meta-Analysis," Working Papers IES 2017/14, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Jul 2017.
    56. Robert W. Kolb & John Okunev, 1992. "An empirical evaluation of the extended mean‐gini coefficient for futures hedging," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 12(2), pages 177-186, April.
    57. Chao Jiang & Ira G. Kawaller & Paul D. Koch, 2016. "Designing A Proper Hedge: Theory Versus Practice," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 39(2), pages 123-144, June.
    58. Chen, Sheng-Syan & Lee, Cheng-few & Shrestha, Keshab, 2003. "Futures hedge ratios: a review," The Quarterly Review of Economics and Finance, Elsevier, vol. 43(3), pages 433-465.
    59. Bingxuan Lin & Chen-Miao Lin, 2012. "Asymmetric Information and Corporate Risk Management by Using Foreign Currency Derivatives," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 15(01), pages 1-19.
    60. Peter Dadalt & Gerald D. Gay & Jouahn Nam, 2002. "Asymmetric information and corporate derivatives use," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 22(3), pages 241-267, March.
    61. B. Wade Brorsen & Darren W. Buck & Stephen R. Koontz, 1998. "Hedging hard red winter wheat: Kansas City versus Chicago," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 18(4), pages 449-466, June.
    62. Joanne Hill & Thomas Schneeweis, 1981. "A note on the hedging effectiveness of foreign currency futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 1(4), pages 659-664, December.
    63. Asim Ghosh, 1993. "Hedging with stock index futures: Estimation and forecasting with error correction model," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(7), pages 743-752, October.
    64. Chin‐Wen Hsln & Jerry Kuo & Cheng‐Few Lee, 1994. "A new measure to compare the hedging effectiveness of foreign currency futures versus options," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(6), pages 685-707, September.
    65. Paul L. Fackler & Kevin P. McNew, 1993. "Multiproduct Hedging: Theory, Estimation, and an Application," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 15(3), pages 521-535.
    66. Sheng‐Syan Chen & Cheng‐Few Lee & Keshab Shrestha, 2001. "On a Mean—Generalized Semivariance Approach to Determining the Hedge Ratio," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(6), pages 581-598, June.
    67. Simon Benninga & Rafael Eldor & Itzhak Zilcha, 1984. "The optimal hedge ratio in unbiased futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 4(2), pages 155-159, June.
    68. Stewart L. Brown, 1985. "A Reformulation of the Portfolio Model of Hedging," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(3), pages 508-512.
    69. Chris Doucouliagos & T.D. Stanley, 2013. "Are All Economic Facts Greatly Exaggerated? Theory Competition And Selectivity," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 316-339, April.
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    Keywords

    Commodity markets; Derivative accounting; Hedging effectiveness; Meta-analysis; Optimal hedge ratio; 80–125 rule; Publication bias;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • Q02 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Commodity Market

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