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Risk, arbitrage, and spatial price relationships: Insights from China's hog market under the African Swine Fever

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  • Ma, Meilin
  • Delgado, Michael S.
  • Wang, H. Holly

Abstract

Spatial market integration, an important means to increase market efficiency and boost economic development, is often affected by policy changes such as trade liberalization and trade restrictions. With unique weekly data on provincial hog prices, we use the 2018 outbreak of African Swine Fever (ASF) in China and the subsequent ban on cross-province shipment of hogs as a natural experiment to study dynamic spatial mechanisms underlying market integration. We employ a high-dimensional spatial model to estimate pairwise inter-province price links over several periods around the ASF outbreak for 29 Chinese provinces. Regressions reveal that a greater inter-province distance weakens the spatial price links post-ban, but not before the ban, which indicates insufficient arbitrage likely due to imperfect public information regarding ASF. The temporary market segmentation implies substantial dead-weight-loss. Our findings highlight the role of public information on risks in maintaining market integration and efficiency under supply-side disruptions.

Suggested Citation

  • Ma, Meilin & Delgado, Michael S. & Wang, H. Holly, 2024. "Risk, arbitrage, and spatial price relationships: Insights from China's hog market under the African Swine Fever," Journal of Development Economics, Elsevier, vol. 166(C).
    • Handle: RePEc:eee:deveco:v:166:y:2024:i:c:s0304387823001566
    DOI: 10.1016/j.jdeveco.2023.103200
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    as
    1. David H. Sparling & Julie A. Caswell, 2006. "Risking Market Integration without Regulatory Integration: The Case of NAFTA and BSE," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 28(2), pages 212-228.
    2. Qiao, Fangbin & Huang, Jikun & Wang, Dan & Liu, Huaiju & Lohmar, Bryan, 2016. "China's hog production: From backyard to large-scale," China Economic Review, Elsevier, vol. 38(C), pages 199-208.
    3. Sandip Mitra & Dilip Mookherjee & Maximo Torero & Sujata Visaria, 2018. "Asymmetric Information and Middleman Margins: An Experiment with Indian Potato Farmers," The Review of Economics and Statistics, MIT Press, vol. 100(1), pages 1-13, March.
    4. Jianqing Ruan & Qingwen Cai & Songqing Jin, 2021. "Impact of COVID‐19 and Nationwide Lockdowns on Vegetable Prices: Evidence from Wholesale Markets in China," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1574-1594, October.
    5. Marshall Burke & Lauren Falcao Bergquist & Edward Miguel, 2019. "Sell Low and Buy High: Arbitrage and Local Price Effects in Kenyan Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 785-842.
    6. Loayza, Norman V. & Raddatz, Claudio, 2010. "The composition of growth matters for poverty alleviation," Journal of Development Economics, Elsevier, vol. 93(1), pages 137-151, September.
    7. Fafchamps, Marcel & Gabre-Madhin, Eleni & Minten, Bart, 2005. "Increasing returns and market efficiency in agricultural trade," Journal of Development Economics, Elsevier, vol. 78(2), pages 406-442, December.
    8. Lorenzo Caliendo & Luca David Opromolla & Fernando Parro & Alessandro Sforza, 2021. "Goods and Factor Market Integration: A Quantitative Assessment of the EU Enlargement," Journal of Political Economy, University of Chicago Press, vol. 129(12), pages 3491-3545.
    9. Michael Delgado & Meilin Ma & H. Holly Wang, 2021. "Exploring Spatial Price Relationships: The Case of African Swine Fever in China," NBER Chapters, in: Risks in Agricultural Supply Chains, National Bureau of Economic Research, Inc.
    10. Eberhard-Ruiz, Andreas & Moradi, Alexander, 2019. "Regional market integration in East Africa: Local but no regional effects?," Journal of Development Economics, Elsevier, vol. 140(C), pages 255-268.
    11. Liang, Chong & Schienle, Melanie, 2019. "Determination of vector error correction models in high dimensions," Journal of Econometrics, Elsevier, vol. 208(2), pages 418-441.
    12. 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.
    13. David A. Hennessy, 2007. "Behavioral Incentives, Equilibrium Endemic Disease, and Health Management Policy for Farmed Animals," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(3), pages 698-711.
    14. 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.
    15. Christopher B. Barrett & Thomas Reardon & Johan Swinnen & David Zilberman, 2022. "Agri-food Value Chain Revolutions in Low- and Middle-Income Countries," Journal of Economic Literature, American Economic Association, vol. 60(4), pages 1316-1377, December.
    16. Maarten Bosker & Eltjo Buringh, 2020. "Ice(berg) Transport Costs," The Economic Journal, Royal Economic Society, vol. 130(629), pages 1262-1287.
    17. Yuanlong Ge & Holly H. Wang & Sung K. Ahn, 2010. "Cotton market integration and the impact of China's new exchange rate regime," Agricultural Economics, International Association of Agricultural Economists, vol. 41(5), pages 443-451, September.
    18. Christopher B. Barrett & Jau Rong Li, 2002. "Distinguishing between Equilibrium and Integration in Spatial Price Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 292-307.
    19. Robert Jensen & Nolan H. Miller, 2018. "Market Integration, Demand, and the Growth of Firms: Evidence from a Natural Experiment in India," American Economic Review, American Economic Association, vol. 108(12), pages 3583-3625, December.
    20. Robert T. Jensen & Nolan H. Miller, 2018. "Market Integration, Demand and the Growth of Firms: Evidence from a Natural Experiment in India," NBER Working Papers 24693, National Bureau of Economic Research, Inc.
    21. Paul L. Fackler & Hüseyin Tastan, 2008. "Estimating the Degree of Market Integration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(1), pages 69-85.
    22. Benjamin Faber, 2014. "Trade Integration, Market Size, and Industrialization: Evidence from China's National Trunk Highway System," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1046-1070.
    23. Reardon, Thomas & Timmer, C. Peter, 2007. "Transformation of Markets for Agricultural Output in Developing Countries Since 1950: How Has Thinking Changed?," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 3, chapter 55, pages 2807-2855, Elsevier.
    24. 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.
    25. Stephan von Cramon-Taubadel & Barry K. Goodwin, 2021. "Price Transmission in Agricultural Markets," Annual Review of Resource Economics, Annual Reviews, vol. 13(1), pages 65-84, October.
    26. David A. Hennessy & Christopher A. Wolf, 2018. "Asymmetric Information, Externalities and Incentives in Animal Disease Prevention and Control," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 226-242, February.
    27. Martin Ravallion, 1986. "Testing Market Integration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 102-109.
    28. Obie Porteous, 2019. "High Trade Costs and Their Consequences: An Estimated Dynamic Model of African Agricultural Storage and Trade," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 327-366, October.
    29. Merle D. Faminow & Bruce L. Benson, 1990. "Integration of Spatial Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(1), pages 49-62.
    30. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    31. Tong Wang & David A. Hennessy, 2015. "Strategic Interactions Among Private and Public Efforts When Preventing and Stamping Out a Highly Infectious Animal Disease," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 435-451.
    32. Zhang, Yuehua & Rao, Xudong & Wang, H. Holly, 2019. "Organization, technology and management innovations through acquisition in China’s pork value chains: The case of the Smithfield acquisition by Shuanghui," Food Policy, Elsevier, vol. 83(C), pages 337-345.
    33. 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.
    34. Tong Wang & David A. Hennessy, 2014. "Modelling interdependent participation incentives: dynamics of a voluntary livestock disease control programme," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 41(4), pages 681-706.
    35. Badiane, Ousmane & Shively, Gerald E., 1998. "Spatial integration, transport costs, and the response of local prices to policy changes in Ghana," Journal of Development Economics, Elsevier, vol. 56(2), pages 411-431, August.
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    More about this item

    Keywords

    Arbitrage; Dynamic spatial price relationships; Hog market; Information; Market integration;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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