IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v52y2016ipap173-185.html
   My bibliography  Save this article

Spatial price transmission on agricultural commodity markets under different volatility regimes

Author

Listed:
  • Ganneval, S.

Abstract

Agricultural commodity markets have been affected by a rise in volatility since 2006. In this context, this paper proposes to analyze the impact of volatility on market linkages for a homogenous commodity. The methodology is based on the cointegration framework. More specifically, Threshold Vector Error Correction Models (TVECM) with two regimes are estimated. Unlike other studies, the regime switch is triggered by the level of volatility and not by trade. The empirical study is done on rapeseed, corn, feed barley and protein pea French markets over 2006–2013. Empirical results show that in a high volatility regime, price deviations from the long term equilibrium are corrected faster and the price equilibration process after a price shock takes less time. Moreover, it appears that the information in the reference (producer) price becomes more relevant for commodities with (without) a futures market when the volatility rises. Nonetheless, these results are more pronounced with an ex ante than an ex post volatility measure.

Suggested Citation

  • Ganneval, S., 2016. "Spatial price transmission on agricultural commodity markets under different volatility regimes," Economic Modelling, Elsevier, vol. 52(PA), pages 173-185.
  • Handle: RePEc:eee:ecmode:v:52:y:2016:i:pa:p:173-185
    DOI: 10.1016/j.econmod.2014.11.027
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999314004726
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2014.11.027?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. Richardson, J. David, 1978. "Some empirical evidence on commodity arbitrage and the law of one price," Journal of International Economics, Elsevier, vol. 8(2), pages 341-351, May.
    3. Garman, Mark B & Klass, Michael J, 1980. "On the Estimation of Security Price Volatilities from Historical Data," The Journal of Business, University of Chicago Press, vol. 53(1), pages 67-78, January.
    4. Jian Yang & David A. Bessler & David J. Leatham, 2001. "Asset storability and price discovery in commodity futures markets: A new look," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(3), pages 279-300, March.
    5. Hayenga, Marvin L. & Schrader, Lee F., 1980. "Formula Pricing in Five Commodity Marketing Systems," Staff General Research Papers Archive 11303, Iowa State University, Department of Economics.
    6. Friederike Greb & Stephan von Cramon-Taubadel & Tatyana Krivobokova & Axel Munk, 2013. "The Estimation of Threshold Models in Price Transmission Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(4), pages 900-916.
    7. Yuqing Zheng & Henry Kinnucan & Henry Thompson, 2008. "News and volatility of food prices," Applied Economics, Taylor & Francis Journals, vol. 40(13), pages 1629-1635.
    8. Hansen, Bruce E, 1999. "Testing for Linearity," Journal of Economic Surveys, Wiley Blackwell, vol. 13(5), pages 551-576, December.
    9. Richard J. Sexton & Catherine L. Kling & Hoy F. Carman, 1991. "Market Integration, Efficiency of Arbitrage, and Imperfect Competition: Methodology and Application to U.S. Celery," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 568-580.
    10. JAMES G. MacKINNON, 2006. "Bootstrap Methods in Econometrics," The Economic Record, The Economic Society of Australia, vol. 82(s1), pages 2-18, September.
    11. McNew, Kevin, 1996. "Spatial Market Integration: Definition, Theory, And Evidence," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 25(1), pages 1-11, April.
    12. Turan G. Bali & David Weinbaum, 2005. "A comparative study of alternative extreme‐value volatility estimators," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 25(9), pages 873-892, September.
    13. Haixia, Wu & Shiping, Li, 2013. "Volatility spillovers in China’s crude oil, corn and fuel ethanol markets," Energy Policy, Elsevier, vol. 62(C), pages 878-886.
    14. Ejrnã†S, Mette & Persson, Karl Gunnar, 2010. "The gains from improved market efficiency: trade before and after the transatlantic telegraph," European Review of Economic History, Cambridge University Press, vol. 14(3), pages 361-381, December.
    15. McNew, Kevin, 1996. "Spatial Market Integration: Definition, Theory, and Evidence," Agricultural and Resource Economics Review, Cambridge University Press, vol. 25(1), pages 1-11, April.
    16. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    17. James B. Wiggins, 1992. "Estimating the volatility of S&P 500 futures prices using the extreme‐value method," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 12(3), pages 265-273, June.
    18. Brosig, Stephan & Glauben, Thomas & Götz, Linde & Weitzel, Enno-Burghard & Bayaner, Ahmet, 2011. "The Turkish wheat market: spatial price transmission and the impact of transaction costs," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(2), pages 147-161.
    19. Martin Ravallion, 1986. "Testing Market Integration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 102-109.
    20. Rico Ihle & Stephan von Cramon-Taubadel & Sergiy Zorya, 2009. "Markov-Switching Estimation of Spatial Maize Price Transmission Processes between Tanzania and Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1432-1439.
    21. Beckmann, Joscha & Czudaj, Robert, 2014. "Volatility transmission in agricultural futures markets," Economic Modelling, Elsevier, vol. 36(C), pages 541-546.
    22. Bruce Hansen, 1999. "Testing for Linearity," Journal of Economic Surveys, Wiley Blackwell, vol. 13(5), pages 551-576, December.
    23. Andersen, Torben G & Bollerslev, Tim, 1998. "Answering the Skeptics: Yes, Standard Volatility Models Do Provide Accurate Forecasts," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 885-905, November.
    24. Cox, Charles C, 1976. "Futures Trading and Market Information," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1215-1237, December.
    25. 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.
    26. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    27. Van Campenhout, Bjorn, 2007. "Modelling trends in food market integration: Method and an application to Tanzanian maize markets," Food Policy, Elsevier, vol. 32(1), pages 112-127, February.
    28. Powers, Mark J, 1970. "Does Futures Trading Reduce Price Fluctuations in the Cash Markets?," American Economic Review, American Economic Association, vol. 60(3), pages 460-464, June.
    29. Marvin L. Hayenga & Lee F. Schrader, 1980. "Formula Pricing in Five Commodity Marketing Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(4), pages 753-759.
    30. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    31. Barry K. Goodwin & Nicholas E. Piggott, 2001. "Spatial Market Integration in the Presence of Threshold Effects," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 302-317.
    32. Telser, Lester G, 1981. "Why There Are Organized Futures Markets," Journal of Law and Economics, University of Chicago Press, vol. 24(1), pages 1-22, April.
    33. Massimo Peri & Lucia Baldi & Daniela Vandone, 2013. "Price discovery in commodity markets," Applied Economics Letters, Taylor & Francis Journals, vol. 20(4), pages 397-403, March.
    34. Parkinson, Michael, 1980. "The Extreme Value Method for Estimating the Variance of the Rate of Return," The Journal of Business, University of Chicago Press, vol. 53(1), pages 61-65, January.
    35. Kevin C. Dhuyvetter, 2004. "Using Formula Prices in the Absence of Publicly Reported Prices: An Application for Segregated Early Weaned Pigs," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 26(4), pages 539-551.
    36. Anne E. Peck, 1976. "Futures Markets, Supply Response, and Price Stability," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(3), pages 407-423.
    37. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2003. "Modeling and Forecasting Realized Volatility," Econometrica, Econometric Society, vol. 71(2), pages 579-625, March.
    38. Lo, Ming Chien & Zivot, Eric, 2001. "Threshold Cointegration And Nonlinear Adjustment To The Law Of One Price," Macroeconomic Dynamics, Cambridge University Press, vol. 5(4), pages 533-576, September.
    39. Haesun Park & James Mjelde & David Bessler, 2007. "Time-varying threshold cointegration and the law of one price," Applied Economics, Taylor & Francis Journals, vol. 39(9), pages 1091-1105.
    40. Barry K. Goodwin & Ted C. Schroeder, 1991. "Cointegration Tests and Spatial Price Linkages in Regional Cattle Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(2), pages 452-464.
    41. Christine Moser & Christopher Barrett & Bart Minten, 2009. "Spatial integration at multiple scales: rice markets in Madagascar," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 281-294, May.
    42. Emma C. Stephens & Edward Mabaya & Stephan von Cramon-Taubadel & Christopher B. Barrett, 2012. "Spatial Price Adjustment with and without Trade," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(3), pages 453-469, June.
    43. 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.
    44. Ross, Stephen A, 1989. " Information and Volatility: The No-Arbitrage Martingale Approach to Timing and Resolution Irrelevancy," Journal of Finance, American Finance Association, vol. 44(1), pages 1-17, March.
    45. Pendell, Dustin L. & Schroeder, Ted C., 2006. "Impact of Mandatory Price Reporting on Fed Cattle Market Integration," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(3), pages 1-12, December.
    46. Uma J. Lele, 1967. "Market Integration: A Study of Sorghum Prices in Western India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 49(1_Part_I), pages 147-159.
    47. Brorsen, B. Wade & Bailey, DeeVon & Richardson, James W., 1984. "Investigation Of Price Discovery And Efficiency For Cash And Futures Cotton Prices," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 9(1), pages 1-7, July.
    48. Kelvin Balcombe & Alastair Bailey & Jonathan Brooks, 2007. "Threshold Effects in Price Transmission: The Case of Brazilian Wheat, Maize, and Soya Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 308-323.
    49. Anton Bekkerman & Barry K. Goodwin & Nicholas E. Piggott, 2013. "A variable threshold band approach to measuring market linkages," Applied Economics, Taylor & Francis Journals, vol. 45(19), pages 2705-2714, July.
    50. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cheng, Sheng & Cao, Yan, 2019. "On the relation between global food and crude oil prices: An empirical investigation in a nonlinear framework," Energy Economics, Elsevier, vol. 81(C), pages 422-432.
    2. Zheng, Xuyun & Pan, Zheng, 2022. "Responding to import surges: Price transmission from international to local soybean markets," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 584-597.
    3. Cruz, Jose Cesar Jr. & Silveira, Rodrigo L. F. & Capitani, Daniel H. D. & Urso, Fabiana S. P. & Martines, Joao G. Filho, 2016. "The effect of Brazilian corn and soybean crop expansion on price and volatility transmission," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236127, Agricultural and Applied Economics Association.
    4. Antonioli, Federico & Santeramo, Fabio, 2017. "Vertical Price Transmission in Milk Supply Chain: Market Changes and Asymmetric Dynamics," 2017 Sixth AIEAA Conference, June 15-16, Piacenza, Italy 261256, Italian Association of Agricultural and Applied Economics (AIEAA).
    5. Luca Cattivelli & Federico Antonioli, 2023. "When cointegration is interrupted: Price transmission analysis in the Italian dairy‐feed industry," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 744-761, July.
    6. Fan, Jiaping & Anders, Sven & Qiu, Feng, 2022. "Vertical Price Transmission in the Canadian Beef Industry: Does the Canada-US Exchange Rate Matter?," Estey Centre Journal of International Law and Trade Policy, Estey Centre for Law and Economics in International Trade, vol. 23(1), June.
    7. José César Cruz Junior & Daniel H D Capitani & Rodrigo L F Silveira, 2018. "The effect of Brazilian corn and soybean crop expansion on price and volatility transmission," Economics Bulletin, AccessEcon, vol. 38(4), pages 2273-2283.
    8. Rezitis, Anthony N. & Rokopanos, Andreas & Tsionas, Mike G., 2021. "Investigating dynamic price co-movements in the international milk market using copulas: The role of trade agreements," Economic Modelling, Elsevier, vol. 95(C), pages 215-227.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fabio Gaetano Santeramo, 2015. "Price Transmission in the European Tomatoes and Cauliflowers Sectors," Agribusiness, John Wiley & Sons, Ltd., vol. 31(3), pages 399-413, June.
    2. Stephan von Cramon-Taubadel, 2017. "The analysis of market integration and price transmission – results and implications in an African context," Agrekon, Taylor & Francis Journals, vol. 56(2), pages 83-96, April.
    3. Sahito, Jam Ghulam Murtaza, 2015. "Market integration of wheat in Pakistan," Discussion Papers 72, Justus Liebig University Giessen, Center for international Development and Environmental Research (ZEU).
    4. Machado Junior, Pedro Celso & Chung, Chanjin, 2018. "Spatial Price Transmission, Transaction Costs, and Econometric Modelling: How Inference Can Be Improved When Transaction Costs Are Observed?," 2018 Annual Meeting, August 5-7, Washington, D.C. 274841, Agricultural and Applied Economics Association.
    5. Machado Junior, Pedro Celso & Chung, Chanjin, 2018. "Spatial Price Transmission, Transaction Costs, and Econometric Modelling: How Inference Can Be Improved When Transaction Costs Are Observed?," 2018 Annual Meeting, August 5-7, Washington, D.C. 273993, Agricultural and Applied Economics Association.
    6. Listorti, Giulia & Esposti, Roberto, 2012. "Horizontal Price Transmission in Agricultural Markets: Fundamental Concepts and Open Empirical Issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 1(1), pages 1-28, April.
    7. Sergio H. Lence & GianCarlo Moschini & Fabio Gaetano Santeramo, 2018. "Threshold cointegration and spatial price transmission when expectations matter," Agricultural Economics, International Association of Agricultural Economists, vol. 49(1), pages 25-39, January.
    8. Jinggang Guo & Craig M.T. Johnston, 2020. "Do Protectionist Trade Policies Integrate Domestic Markets? Evidence from the Canada-U.S. Softwood Lumber Dispute," Staff Working Papers 20-10, Bank of Canada.
    9. Babatunde O. Abidoye & Marlene Labuschagne, 2014. "The transmission of world maize price to South African maize market: a threshold cointegration approach," Agricultural Economics, International Association of Agricultural Economists, vol. 45(4), pages 501-512, July.
    10. Felippe Cauê Serigati & Paulo Furquim De Azevedo, 2016. "How To Indirectly Measure Market Transaction Costs," Anais do XLII Encontro Nacional de Economia [Proceedings of the 42nd Brazilian Economics Meeting] 192, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    11. Isaac Abunyuwah & Henry De-Graft Acquah, 2013. "Modelling non-linear Spatial Market Integration and Equilibrium Processes in Hidden Markov Framework," Journal of Economics and Behavioral Studies, AMH International, vol. 5(8), pages 535-545.
    12. Barry K. Goodwin & Matthew T. Holt & Jeffrey P. Prestemon, 2021. "Semi-parametric models of spatial market integration," Empirical Economics, Springer, vol. 61(5), pages 2335-2361, November.
    13. Ihle, Rico & von Cramon-Taubadel, Stephan, 2008. "A Comparison of Threshold Cointegration and Markov-Switching Vector Error Correction Models in Price Transmission Analysis," 2008 Conference, April 21-22, 2008, St. Louis, Missouri 37603, NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    14. Ankamah-Yeboah, Isaac, 2012. "Spatial Price Transmission in the Regional Maize Markets in Ghana," MPRA Paper 49720, University Library of Munich, Germany.
    15. Burke, William J. & Myers, Robert J., 2014. "Spatial equilibrium and price transmission between Southern African maize markets connected by informal trade," Food Policy, Elsevier, vol. 49(P1), pages 59-70.
    16. Guo, Jinggang & Johnston, Craig M.T., 2021. "Do protectionist trade policies integrate domestic markets? Evidence from the Canada-U.S. softwood lumber dispute," Forest Policy and Economics, Elsevier, vol. 130(C).
    17. Jolejole-Foreman, Maria Christina & Mallory, Mindy L. & Baylis, Katherine R., 2013. "Impact of Wheat and Rice Export Ban on Indian Market Integration," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150595, Agricultural and Applied Economics Association.
    18. Mutambatsere, Emelly & Mabaya, Edward T. & Christy, Ralph D., 2006. "Integration and Equilibrium of Maize Markets in Southern Africa: A SADC Sub-regional Assessment," Working Papers 127056, Cornell University, Department of Applied Economics and Management.
    19. Svanidze, Miranda & Götz, Linde, 2019. "Spatial market efficiency of grain markets in Russia: Implications of high trade costs for export potential," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 21, pages 60-68.
    20. Acosta, Alejandro, 2012. "Measuring spatial transmission of white maize prices between South Africa and Mozambique: An asymmetric error correction model approach," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 7(1), pages 1-13, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:52:y:2016:i:pa:p:173-185. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.