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Overseas Impact of USDA Reports: Evidence From Chinese Soybean Complex Futures

Author

Listed:
  • Zhepeng Hu
  • Mindy Mallory

Abstract

This study examines the impact of USDA reports on Chinese soybean complex futures using intraday price and volume data from January 2011 to April 2021. The results show that the strongest price and volume reactions occur immediately after the market opens. On average, price reactions dissipate within a few minutes, while increased trading volume can last up to an hour. Significant announcement effects are observed for all major USDA reports, but the World Agricultural Supply and Demand Estimates (WASDE) report has minimal impact when not released alongside other USDA reports. During the trade war period, USDA reports had reduced impact on soybean no. 1 and soybean oil futures but remained influential on soybean no. 2 and soybean meal futures. Moreover, there is no evidence that the informational value of the WASDE report on Chinese soybean complex futures declined following the introduction of the China Agricultural Supply and Demand Estimates (CASDE) report.

Suggested Citation

  • Zhepeng Hu & Mindy Mallory, 2025. "Overseas Impact of USDA Reports: Evidence From Chinese Soybean Complex Futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(11), pages 2109-2127, November.
    • Handle: RePEc:wly:jfutmk:v:45:y:2025:i:11:p:2109-2127
    DOI: 10.1002/fut.70031
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    References listed on IDEAS

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    1. Chao Li & Dermot J. Hayes, 2017. "Price Discovery on the International Soybean Futures Markets: A Threshold Co‐Integration Approach," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(1), pages 52-70, January.
    2. Frank, Julieta & Garcia, Philip & Irwin, Scott H., 2008. "To What Surprises Do Hog Futures Markets Respond?," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(01), pages 1-15, April.
    3. Isengildina-Massa, Olga & Cao, Xiang & Karali, Berna & Irwin, Scott H. & Adjemian, Michael & Johansson, Robert C., 2021. "When does USDA information have the most impact on crop and livestock markets?," Journal of Commodity Markets, Elsevier, vol. 22(C).
    4. repec:cup:jagaec:v:40:y:2008:i:1:p:73-87_18 is not listed on IDEAS
    5. Berna Karali & Scott H. Irwin & Olga Isengildina‐Massa, 2020. "Supply Fundamentals and Grain Futures Price Movements," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(2), pages 548-568, March.
    6. Zhepeng Hu & Mindy Mallory & Teresa Serra & Philip Garcia, 2020. "Measuring price discovery between nearby and deferred contracts in storable and nonstorable commodity futures markets," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 825-840, November.
    7. Egelkraut, Thorsten M. & Garcia, Philip & Irwin, Scott H. & Good, Darrel L., 2003. "An Evaluation of Crop Forecast Accuracy for Corn and Soybeans: USDA and Private Information Agencies," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 35(1), pages 79-95, April.
    8. B. Wade Brorsen & Seung-Ryong Yang, 1994. "Nonlinear Dynamics And The Distribution Of Daily Stock Index Returns," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 17(2), pages 187-203, June.
    9. Adjemian, Michael K. & Smith, Aaron & He, Wendi, 2021. "Estimating the market effect of a trade war: The case of soybean tariffs," Food Policy, Elsevier, vol. 105(C).
    10. Scott H. Irwin & Mary E. Gerlow & Te‐Ru Liu, 1994. "The forecasting performance of livestock futures prices: A comparison to USDA expert predictions," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(7), pages 861-875, October.
    11. Putniņš, Tālis J., 2013. "What do price discovery metrics really measure?," Journal of Empirical Finance, Elsevier, vol. 23(C), pages 68-83.
    12. Holbrook Working, 1948. "Theory of the Inverse Carrying Charge in Futures Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(1), pages 1-28.
    13. Adjemian, Michael K. & Irwin, Scott H., 2020. "The market response to government crop news under different release regimes," Journal of Commodity Markets, Elsevier, vol. 19(C).
    14. Carlos Arnade & Gary Vocke, 2016. "Seasonal Variation in the Price Discovery Process of International Wheat," Agribusiness, John Wiley & Sons, Ltd., vol. 32(1), pages 16-32, January.
    15. Yan, Bingcheng & Zivot, Eric, 2010. "A structural analysis of price discovery measures," Journal of Financial Markets, Elsevier, vol. 13(1), pages 1-19, February.
    16. Isengildina-Massa, Olga & Karali, Berna & Irwin, Scott H., 2020. "Can Private Forecasters Beat the USDA? Analysis of Relative Accuracy of Crop Acreage and Production Forecasts," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 52(4), pages 545-561, November.
    17. Colussi, Joana & Schnitkey, Gary & Janzen, Joe & Paulson, Nick, 2024. "The United States, Brazil, and China Soybean Triangle: A 20-Year Analysis," farmdoc daily, University of Illinois at Urbana-Champaign, Department of Agricultural and Consumer Economics, vol. 14(35).
    18. Joseph P. Janzen & Michael K. Adjemian, 2017. "Estimating the Location of World Wheat Price Discovery," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(5), pages 1188-1207.
    19. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    20. Joshua Huang & Teresa Serra & Philip Garcia & Scott H. Irwin, 2022. "To batch or not to batch? The release of USDA crop reports," Agricultural Economics, International Association of Agricultural Economists, vol. 53(1), pages 143-154, January.
    21. Phil L. Colling & Scott H. Irwin, 1990. "The Reaction of Live Hog Futures Prices to USDA Hogs and Pigs Reports," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(1), pages 84-94.
    22. Kishore Joseph & Philip Garcia, 2018. "Intraday market effects in electronic soybean futures market during non-trading and trading hour announcements," Applied Economics, Taylor & Francis Journals, vol. 50(11), pages 1188-1202, March.
    23. Fabio L. Mattos & Rodrigo L. F. Silveira, 2016. "Futures Price Response to Crop Reports in Grain Markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 36(10), pages 923-942, October.
    24. Jiahui Ying & Yu Chen & Jeffrey H Dorfman, 2019. "Flexible Tests for USDA Report Announcement Effects in Futures Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(4), pages 1228-1246.
    25. Allen, P. Geoffrey, 1994. "Economic forecasting in agriculture," International Journal of Forecasting, Elsevier, vol. 10(1), pages 81-135, June.
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