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Grain Price and Volatility Transmission from International to Domestic Markets in Developing Countries

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  • Ceballos, Francisco
  • Hernandez, Manuel A.
  • Minot, Nicholas
  • Robles, Miguel

Abstract

Understanding the sources of domestic food price volatility in developing countries and the extent to which it is transmitted from international to domestic markets is critical to help design better global, regional, and domestic policies to cope with excessive food price volatility and to protect the most vulnerable groups. This paper examines short-term price and volatility transmission from major grain commodities to 41 domestic food products across 27 countries in Africa, Latin America, and South Asia. We follow a multivariate GARCH approach to model the dynamics of monthly price return volatility in international and domestic markets. The period of analysis is 2000 through 2013. In terms of price transmission, we only observe significant interactions from international to domestic markets in few cases. To calculate volatility spillovers, we simulate a shock equivalent to a 1% increase in the conditional volatility of price returns in the international market and evaluate its effect on the conditional volatility of price returns in the domestic market. The transmission of volatility is statistically significant in just one-quarter of the maize markets tested, more than half of rice markets tested, and all wheat markets tested. Volatility transmission seems to be more common when trade (imports or exports) are large relatively to domestic requirements.

Suggested Citation

  • Ceballos, Francisco & Hernandez, Manuel A. & Minot, Nicholas & Robles, Miguel, 2017. "Grain Price and Volatility Transmission from International to Domestic Markets in Developing Countries," World Development, Elsevier, vol. 94(C), pages 305-320.
  • Handle: RePEc:eee:wdevel:v:94:y:2017:i:c:p:305-320
    DOI: 10.1016/j.worlddev.2017.01.015
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    1. Cornelis Gardebroek & Manuel A. Hernandez & Miguel Robles, 2016. "Market interdependence and volatility transmission among major crops," Agricultural Economics, International Association of Agricultural Economists, vol. 47(2), pages 141-155, March.
    2. Teresa Serra & David Zilberman & José Gil, 2011. "Price volatility in ethanol markets," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 38(2), pages 259-280, June.
    3. Christopher L. Gilbert, 2010. "How to Understand High Food Prices," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 398-425, June.
    4. Minot, Nicholas, 2014. "Food price volatility in sub-Saharan Africa: Has it really increased?," Food Policy, Elsevier, vol. 45(C), pages 45-56.
    5. Minot, Nicholas, 2011. "Transmission of world food price changes to markets in Sub-Saharan Africa:," IFPRI discussion papers 1059, International Food Policy Research Institute (IFPRI).
    6. Asfaw Negassa & Robert J. Myers, 2007. "Estimating Policy Effects on Spatial Market Efficiency: An Extension to the Parity Bounds Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 338-352.
    7. Manuel A. Hernandez & Raul Ibarra & Danilo R. Trupkin, 2014. "How far do shocks move across borders? Examining volatility transmission in major agricultural futures markets," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 41(2), pages 301-325.
    8. Zhao, Jieyuan & Goodwin, Barry K., 2011. "Volatility Spillovers in Agricultural Commodity Markets: An Application Involving Implied Volatilities from Options Markets," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103636, Agricultural and Applied Economics Association.
    9. Gardebroek, Cornelis & Hernandez, Manuel A., 2013. "Do energy prices stimulate food price volatility? Examining volatility transmission between US oil, ethanol and corn markets," Energy Economics, Elsevier, vol. 40(C), pages 119-129.
    10. Bob Baulch, 1997. "Transfer Costs, Spatial Arbitrage, and Testing for Food Market Integration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 477-487.
    11. Tadesse, Getaw & Shively, Gerald, 2009. "AJAE appendix for Food aid, food prices and producer disincentives in Ethiopia," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 91(4), pages 1-47, April.
    12. 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.
    13. Pindyck, Robert S & Rotemberg, Julio J, 1990. "The Excess Co-movement of Commodity Prices," Economic Journal, Royal Economic Society, vol. 100(403), pages 1173-1189, December.
    14. Getaw Tadesse & Gerald Shively, 2009. "Food Aid, Food Prices, and Producer Disincentives in Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 942-955.
    15. 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.
    16. repec:fpr:export:1344 is not listed on IDEAS
    17. Shahidur Rashid, 2004. "Spatial Integration of Maize Markets in Post-liberalised Uganda," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 13(1), pages 102-133, March.
    18. Seo, Byeongseon, 2007. "Asymptotic distribution of the cointegrating vector estimator in error correction models with conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 137(1), pages 68-111, March.
    19. Mundlak, Yair & Larson, Donald F, 1992. "On the Transmission of World Agricultural Prices," The World Bank Economic Review, World Bank, vol. 6(3), pages 399-422, September.
    20. Nelissa Jamora & Stephan Cramon-Taubadel, 2016. "Transaction Cost Thresholds in International Rice Markets," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(2), pages 292-307, June.
    21. Chunrong Ai & Arjun Chatrath & Frank Song, 2006. "On the Comovement of Commodity Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 574-588.
    22. 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.
    23. Seale, James L., Jr. & Regmi, Anita & Bernstein, Jason, 2003. "International Evidence On Food Consumption Patterns," Technical Bulletins 33580, United States Department of Agriculture, Economic Research Service.
    24. repec:dau:papers:123456789/6800 is not listed on IDEAS
    25. Luc Bauwens & Sébastien Laurent & Jeroen V. K. Rombouts, 2006. "Multivariate GARCH models: a survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109, January.
    26. Deb, Partha & Trivedi, Pravin K & Varangis, Panayotis, 1996. "The Excess Co-movement of Commodity Prices Reconsidered," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(3), pages 275-291, May-June.
    27. Beckmann, Joscha & Czudaj, Robert, 2014. "Volatility transmission in agricultural futures markets," Economic Modelling, Elsevier, vol. 36(C), pages 541-546.
    28. Díaz-Bonilla, Eugenio, 2016. "Volatile volatility: Conceptual and measurement issues related to price trends and volatility:," IFPRI discussion papers 1505, International Food Policy Research Institute (IFPRI).
    29. 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.
    30. Hafner, Christian M. & Herwartz, Helmut, 2006. "Volatility impulse responses for multivariate GARCH models: An exchange rate illustration," Journal of International Money and Finance, Elsevier, vol. 25(5), pages 719-740, August.
    31. Seale, James L., Jr. & Regmi, Anita & Bernstein, Jason, 2003. "International Evidence On Food Consumption Patterns," Technical Bulletins 33580, United States Department of Agriculture, Economic Research Service.
    32. Baquedano, Felix G. & Liefert, William M., 2014. "Market integration and price transmission in consumer markets of developing countries," Food Policy, Elsevier, vol. 44(C), pages 103-114.
    33. Sol García-Germán & Isabel Bardají & Alberto Garrido, 2016. "Evaluating price transmission between global agricultural markets and consumer food price indices in the European Union," Agricultural Economics, International Association of Agricultural Economists, vol. 47(1), pages 59-70, January.
    34. Luis Miguel Robles & Maximo Torero, 2010. "Understanding the Impact of High Food Prices in Latin America," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 117-164, January.
    35. Minot, Nicholas, 2010. "Transmission of World Food Price Changes to African Markets and its Effect on Household Welfare," Food Security Collaborative Working Papers 58563, Michigan State University, Department of Agricultural, Food, and Resource Economics.
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    More about this item

    Keywords

    volatility transmission; price transmission; grain commodity prices; domestic markets;
    All these keywords.

    JEL classification:

    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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