Grain Futures Market Response to the Black Sea Grain Initiative

Authors

DOI:

https://doi.org/10.52825/gjae.v73i2.1343

Keywords:

Black Sea Grain Initiative, Commodity Futures Market, Corn and Wheat, Event Studies

Abstract

This paper assesses the impact of the Black Sea Grain Initiative on the grain futures market. We rely on counterfactual evaluation techniques and detailed futures price series to estimate how corn and wheat futures prices and historical volatility responded to the Grain Deal enforcement, renewals, and termination. Our event study estimates reveal that market participants anticipated the impact of the Black Sea Grain Initiative. This anticipation is evident from the declining trend in grain futures prices aligned with the EU Solidarity Lanes, implying that commodity traders factored in the Grain Deal’s effects on grain futures price dynamics. Our analysis also uncovers a limited market response to the subsequent renewals and termination of the Grain Deal. Commodity traders did not perceive the Russian threat of withdrawing from the Grain Deal as a primary market risk. These findings expand our understanding of commodity trader behavior and market sentiment under the Black Sea Grain Initiative.

Downloads

Download data is not yet available.

References

Ahn, S., Kim, D., Steinbach, S. (2023): The impact of the Russian invasion of Ukraine on grain and oilseed trade. Agribusiness 39 (1): 291-299. https://doi.org/10.1002/agr.21794.

Arkhangelsky, D., Athey, S., Hirshberg, D.A., Imbens, G.W., Wager, S. (2021): Synthetic difference-in-differences. American Economic Review 111(12): 4088-4118. http://dx.doi.org/10.1257/aer.20190159.

Associated Press (2022): Grain supply tops Putin-African Union head talks agenda. https://apnews.com/article/russia-ukraine-putin-politics-africa-4d0fbfe2b121a4d015be09407e883a95.

Bailey, W., Chan, K.C. (1993): Macroeconomic influences and the variability of the commodity futures basis. The Journal of Finance 48 (2): 555-573.

Barchart (2024): Commodity futures prices dataset. https://www.barchart.com.

Behnassi, M., El Haiba, M. (2022): Implications of the Russia-Ukraine war for global food security. Nature Human Behaviour 6: 754-755. https://doi.org/10.1038/s41562-022-01391-x.

Boungou, W., Yatié, A. (2022): The impact of the Ukraine-Russia war on world stock market returns. Economics Letters 215: 110516. https://doi.org/10.1016/j.econlet.2022.110516.

Branger, N., Hanke, M., Weissensteiner, A. (2024): The information content of wheat derivatives regarding the Ukrainian War. Journal of Futures Markets 44.3: 420-431. https://doi.org/10.1002/fut.22475.

Cameron, A.C., Miller, D.L. (2015): A practitioner's guide to cluster-robust Inference. Journal of Human Resources 50 (2): 317-372. https://doi.org/10.3368/jhr.50.2.317.

Carter, C.A., Steinbach, S. (2023a): Did grain futures prices overreact to the Russia-Ukraine war? MPRA Paper 118248. University Library of Munich, Germany. https://mpra.ub.uni-muenchen.de/id/eprint/118248.

Carter, C.A., Steinbach, S. (2023b): Russian weaponization of food rattles global markets. ARE Update 26 (6): 1-4. https://giannini.ucop.edu/publications/are-update/issues/2023/26/6/russian-weaponization-of-food-rattles-global-marke.

Carter, C.A., Steinbach, S., Zhuang, X. (2023): Supply chain disruptions and containerized agricultural exports from California ports. Applied Economic Perspectives and Policy 45 (2): 1051-1071. https://doi.org/10.1002/aepp.13311.

Chinn, M.D., Coibion, O. (2014): The predictive content of commodity futures. Journal of Futures Markets 34 (7): 607-636 https://doi.org/10.1002/fut.21615.

Decoster, G.P., Labys, W.C., Mitchell, D.W. (1992): Evidence of chaos in commodity futures prices. The Journal of Futures Markets 12 (3): 291. https://doi.org/10.1002/fut.3990120305.

Dobkin, C., Finkelstein, A., Kluender, R., Notowidigdo, M. J. (2018): The Economic consequences of hospital admissions. American Economic Review 108 (2): 308-52. https://doi.org/10.3386/w22288.

Erb, C.B., Harvey, C.R. (2006): The strategic and tactical value of commodity futures. Financial Analysts Journal 62(2): 69-97. https://www.tandfonline.com/doi/abs/10.2469/faj.v62.n2.4084.

Etienne, X.L., Irwin, S.H., Garcia, P. (2015): Price explosiveness, speculation, and grain futures prices. American Journal of Agricultural Economics 97 (1): 65-87. https://doi.org/10.1093/ajae/aau069.

European Commission (2023): Factsheet EU-Ukraine Solidarity Lanes - Lifeline for the Ukrainian economy, key for global food security. https://ec.europa.eu/commission/presscorner/detail/en/fs_22_6862.

European Council (2023): EU Solidarity with Ukraine. https://www.consilium.europa.eu/en/infographics/eu-solidarity-ukraine/.

Fama, E.F., French, K.R. (2016): Commodity futures prices: some evidence on forecast pow-er, premiums, and the theory of storage. The World Scientific Handbook of Futures Markets: 79-102. https://doi.org/10.1142/9789814566926_0004.

Fang, Y., Shao, Z. (2022): The Russia-Ukraine conflict and volatility risk of commodity markets. Finance Research Letters 50: 103264. https://doi.org/10.1016/j.frl.2022.103264.

Freyaldenhoven, S., Hansen, C., Shapiro, J.M. (2019): Pre-event trends in the panel event-study design. American Economic Review 109 (9): 3307-38. https://doi.org/10.1257/aer.20180609.

Freyaldenhoven, S., Hansen, C., Pérez Pérez, J., Shapiro, J.M. (2021): Visualization, identification, and estimation in the linear panel event-study design. National Bureau of Economic Research Working Paper 29170. https://doi.org/10.3386/w29170.

Gorton, G., Rouwenhorst, K.G. (2006): Facts and fantasies about commodity futures. Financial Analysts Journal 62 (2): 47-68. https://doi.org/10.2469/faj.v62.n2.4083.

Gorton, G.B., Hayashi, F., Rouwenhorst, K.G. (2013): The fundamentals of commodity futures returns. Review of Finance 17 (1): 35-105. https://doi.org/10.1093/rof/rfs019.

Goyal, R., Steinbach, S. (2023): Agricultural commodity markets in the wake of the Black Sea Grain Initiative. Economics Letters 231: 111297. https://doi.org/10.1016/j.econlet.2023.111297.

Griffiths, W.E., Judge, G.G., Hill, R.C., Lütkepohl, H., Lee, T. (1985): The theory and practice of econometrics. Wiley. https://doi.org/10.1002/jae.3950050310.

Hess, D., Huang, H., Niessen, A. (2008): How do commodity futures respond to macroeconomic news? Financial Markets and Portfolio Management 22: 127-146. https://doi.org/10.1007/s11408-008-0074-x.

Huang, J., Serra, T., Garcia, P. (2021): The value of USDA announcements in the electronically traded corn futures market: a modified sufficient test with risk adjustments. Journal of Agricultural Economics 72 (3): 712-734. https://doi.org/10.1111/1477-9552.12426.

Karali, B., Thurman, W.N. (2010): Components of grain futures price volatility. Journal of Agricultural and Resource Economics 167-182. https://doi.org/10.22004/ag.econ.93205.

Kellard, N., Newbold, P., Rayner, T., Ennew, C. (1999): The relative efficiency of commodity futures markets. Journal of Futures Markets: Futures, Options, and Other Derivative Products 19 (4): 413-432. https://onlinelibrary.wiley.com/doi/10.1002/(SICI)1096-9934(199906)19:4%3C413::AID-FUT2%3E3.0.CO;2-F.

Kristoufek, L., Vosvrda, M. (2014): Commodity futures and market efficiency. Energy Economics 42: 50-57. https://doi.org/10.1016/j.eneco.2013.12.001.

Kuruppuarachchi, D., Lin, H., Premachandra, I.M. (2019): Testing commodity futures market efficiency under time-varying risk premiums and heteroscedastic prices. Economic Modelling 77: 92-112. https://doi.org/10.1016/j.econmod.2017.12.005.

Legrand, N. (2023). War in Ukraine: The rational “wait‐and‐see” mode of global food markets. Applied Economic Perspectives and Policy 45 (2): 626-644. https://doi.org/10.1002/aepp.13335.

Lin, F., Li, X., Jia, N., Feng, F., Huang, H., Huang, J., Fan, S., Ciais, P., Song, X.-P. (2023): The impact of Russia-Ukraine conflict on global food security. Global Food Security 36: 100661. https://doi.org/10.1016/j.gfs.2022.100661.

Main, S., Irwin, S.H., Sanders, D.R., Smith, A. (2018): Financialization and the returns to commodity investments. Journal of Commodity Markets 10: 22-28. https://doi.org/10.1016/j.jcomm.2018.05.004.

Marcus, M., Sant’Anna, P.H.C. (2021): The role of parallel trends in event study settings: an application to environmental economics. Journal of the Association of Environmental and Resource Economists 8 (2): 235-275. https://doi.org/10.1086/711509.

Massa, O.I., Karali, B., Irwin, S.H. (2023): What do we know about the value and market impact of the US Department of Agriculture reports? Applied Economic Perspectives and Policy. First published online. https://doi.org/10.1002/aepp.13409.

Miller, D.L. (2023): An Introductory Guide to Event Study Models. Journal of Economic Perspectives 37 (2): 203-230. https://doi.org/10.1002/aepp.13409.

Ministry of Agrarian Policy and Food of Ukraine (2023): Foreign trade in agricultural products. Government of Ukraine. https://minagro.gov.ua/en.

Montiel Olea, J.L., Plagborg-Møller, M. (2019): Simultaneous confidence bands: theory, implementation, and an application to SVARs. Journal of Applied Econometrics 34 (1): 1-17. https://doi.org/10.1002/jae.2656.

Poursina, D., Aleks Schaefer, K., Hilburn, S., Johnson, T. (2024). Economic impacts of the Black Sea grain initiative. Journal of Agricultural Economics 75 (1): 457-464. https://doi.org/10.1111/1477-9552.12549.

Rambachan, A., Roth, J. (2023): A more credible approach to parallel trends. The Review of Economic Studies 90 (5): 2555-2591. https://doi.org/10.1093/restud/rdad056.

Roth, J. (2022): Pretest with caution: event-study estimates after testing for parallel trends. American Economic Review: Insights 4(3): 305-22. https://doi.org/10.1257/aeri.20210236.

Sanders, D.R., Irwin, S.H., Merrin, R.P. (2010): The adequacy of speculation in agricultural futures markets: Too much of a good thing? Applied Economic Perspectives and Policy 32 (1): 77-94. https://doi.org/10.1093/aepp/ppp006.

Steinbach, S. (2022): Port congestion, container shortages, and U.S. foreign trade. Economics Letters 213: 110392. https://doi.org/10.1016/j.econlet.2022.110392.

Steinbach, S. (2023): The Russia-Ukraine war and global trade reallocations. Economics Letters 226: 111075. https://doi.org/10.1016/j.econlet.2023.111075.

Sun, L., Abraham, S. (2021): Estimating dynamic treatment effects in event studies with heterogeneous treatment effects. Journal of Econometrics 225 (2): 175-199. https://doi.org/10.1016/j.jeconom.2020.09.006.

Sun, M., Zhang, C. (2022): Comprehensive analysis of global stock market reactions to the Russia-Ukraine war. Applied Economics Letters 1-8. https://doi.org/10.1080/13504851.2022.2103077.

Trade Data Monitor (2023): Monthly Trade Data. Trade Data Monitor, Inc. https://www.tradedatamonitor.com.

United Nations (2023): Comtrade Database. Statistics Division. https://www.comtrade.un.org.

Wang, Y., Bouri, E., Fareed, Z., Dai, Y. (2022): Geopolitical risk and the systemic risk in the commodity markets under the war in Ukraine. Finance Research Letters 49: 103066. https://doi.org/10.1016/j.frl.2022.103066.

Williams, J.C., Wright, B.D. (1991): Storage and Commodity Markets. Cambridge University Press. https://doi.org/10.1017/CBO9780511571855.

World Trade Organization (2022): The crisis in Ukraine: Implications of the war for global trade and development. https://www.wto.org/english/res_e/booksp_e/imparctukraine422_e.pdf.

World Trade Organization (2023): One year of war in Ukraine: Assessing the impact on global trade and development. https://www.wto.org/english/res_e/booksp_e/oneyukr_e.pdf.

Downloads

Published

2024-05-24

How to Cite

Steinbach, S., & Yildirim, Y. (2024). Grain Futures Market Response to the Black Sea Grain Initiative. German Journal of Agricultural Economics, 73(2). https://doi.org/10.52825/gjae.v73i2.1343