IDEAS home Printed from https://ideas.repec.org/p/ias/cpaper/20-wp602.html
   My bibliography  Save this paper

A Fortune from Misfortune: Evidence from Hog Firms' Stock Price Responses to China's African Swine Fever Outbreaks

Author

Abstract

China is the world's largest hog producer and a leading pork importer. Since August 2018, ongoing outbreaks of African Swine Fever (ASF), a highly contagious and deadly disease affecting pigs, have hit China's livestock industries and wiped out 40% of China's pigs. We leverage data on daily stock returns from 25 major publicly listed firms from China and eight major pork-exporting countries to provide the first systematic analysis of the firm-level economic impacts of the outbreaks. We find that, on average, announcements of ASF outbreaks have led to positive and significant stock returns for both Chinese and international hog firms. China's hog firms, on average, enjoyed 10%-40% cumulative abnormal returns during the 2019 Chinese Spring Festival, when investors saw signs of a near-20% inventory loss during a peak demand season for pork. We show that larger hog firms tend to capture greater positive stock returns. Our results suggest opportunities for consolidation, expansion, and upgrades of China's meat industry that have long-run implications for its global competitiveness and efficiency.

Suggested Citation

  • Tao Xiong & Wendong Zhang & Chen-Ti Chen, 2021. "A Fortune from Misfortune: Evidence from Hog Firms' Stock Price Responses to China's African Swine Fever Outbreaks," Center for Agricultural and Rural Development (CARD) Publications 20-wp602, Center for Agricultural and Rural Development (CARD) at Iowa State University.
  • Handle: RePEc:ias:cpaper:20-wp602
    as

    Download full text from publisher

    File URL: https://www.card.iastate.edu/products/publications/pdf/20wp602.pdf
    File Function: Full Text
    Download Restriction: no

    File URL: https://www.card.iastate.edu/products/publications/synopsis/?p=1304
    File Function: Online Synopsis
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Hyun Joung Jin & Jang-Chul Kim, 2008. "The effects of the BSE outbreak on the security values of US agribusiness and food processing firms," Applied Economics, Taylor & Francis Journals, vol. 40(3), pages 357-372.
    2. Lusk, Jayson L. & Schroeder, Ted C., 2002. "Effects of Meat Recalls on Futures Market Prices," Agricultural and Resource Economics Review, Cambridge University Press, vol. 31(1), pages 47-58, April.
    3. Cheng, Nieyan & Zhang, Wendong & Xiong, Tao, 2020. "The Impact of China's Location Based Environmental Regulations on Hog Industry and Water Quality: A Synthetic Difference-in-differences Approach," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304266, Agricultural and Applied Economics Association.
    4. Liu, Jing & Arndt, Channing, 2004. "Parameter Estimation and Measures of Fit in A Global, General Equilibrium Model," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 19, pages 626-649.
    5. Dennis Novy, 2013. "Gravity Redux: Measuring International Trade Costs With Panel Data," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 101-121, January.
    6. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    7. James W. Kolari & Seppo Pynnönen, 2010. "Event Study Testing with Cross-sectional Correlation of Abnormal Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(11), pages 3996-4025, November.
    8. Jada M. Thompson & Carlos J.O. Trejo-Pech & Dustin L. Pendell, 2019. "Agribusiness value impacts from highly pathogenic avian influenza," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 79(3), pages 371-385, May.
    9. O'Hara, Maureen & Shaw, Wayne, 1990. "Deposit Insurance and Wealth Effects: The Value of Being "Too Big to Fail."," Journal of Finance, American Finance Association, vol. 45(5), pages 1587-1600, December.
    10. van Tongeren, Frank & van Meijl, Hans & Surry, Yves, 2001. "Global models applied to agricultural and trade policies: a review and assessment," Agricultural Economics, Blackwell, vol. 26(2), pages 149-172, November.
    11. Savor, Pavel G., 2012. "Stock returns after major price shocks: The impact of information," Journal of Financial Economics, Elsevier, vol. 106(3), pages 635-659.
    12. Thompson, Jada & Trejo-Pech, Carlos O. & Pendell, Dustin L., 2018. "Agribusiness Firm Value Impacts of Highly Pathogenic Avian Influenza Outbreak," 2018 Annual Meeting, August 5-7, Washington, D.C. 273800, Agricultural and Applied Economics Association.
    13. Corhay, A. & Rad, A. Tourani, 1996. "Conditional heteroskedasticity adjusted market model and an event study," The Quarterly Review of Economics and Finance, Elsevier, vol. 36(4), pages 529-538.
    14. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    15. Acharya, Sankarshan, 1993. "Value of Latent Information: Alternative Event Study Methods," Journal of Finance, American Finance Association, vol. 48(1), pages 363-385, March.
    16. Boehmer, Ekkehart & Masumeci, Jim & Poulsen, Annette B., 1991. "Event-study methodology under conditions of event-induced variance," Journal of Financial Economics, Elsevier, vol. 30(2), pages 253-272, December.
    17. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    18. Miguel Carriquiry & Amani Elobeid & David A. Swenson & Dermot J. Hayes, 2020. "Impacts of African Swine Fever in Iowa and the United States," Center for Agricultural and Rural Development (CARD) Publications 20-wp600, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    19. Fama, Eugene F. & French, Kenneth R., 1988. "Dividend yields and expected stock returns," Journal of Financial Economics, Elsevier, vol. 22(1), pages 3-25, October.
    20. Charles J. Corrado, 2011. "Event studies: A methodology review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 51(1), pages 207-234, March.
    21. Yongtong Shao & Tao Xiong & Minghao Li & Dermot Hayes & Wendong Zhang & Wei Xie, 2021. "China's Missing Pigs: Correcting China's Hog Inventory Data Using a Machine Learning Approach," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 1082-1098, May.
    22. Maskara, Pankaj K. & Mullineaux, Donald J., 2011. "Information asymmetry and self-selection bias in bank loan announcement studies," Journal of Financial Economics, Elsevier, vol. 101(3), pages 684-694, September.
    23. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    24. Morgan, Alison & Morgan, Ieuan, 1987. "Measurement of Abnormal Returns from Small Firms," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(1), pages 121-129, January.
    25. Bera, Anil & Bubnys, Edward & Park, Hun, 1988. "Conditional Heteroscedasticity in the Market Model and Efficient Estimates of Betas," The Financial Review, Eastern Finance Association, vol. 23(2), pages 201-214, May.
    26. Black, Bernard & Kim, Woochan, 2012. "The effect of board structure on firm value: A multiple identification strategies approach using Korean data," Journal of Financial Economics, Elsevier, vol. 104(1), pages 203-226.
    27. Hjalmarsson, Erik, 2011. "New Methods for Inference in Long-Horizon Regressions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(3), pages 815-839, June.
    28. Giaccotto, Carmelo & Ali, Mukhtar M, 1982. "Optimum Distribution-Free Tests and Further Evidence of Heteroscedasticity in the Market Model," Journal of Finance, American Finance Association, vol. 37(5), pages 1247-1257, December.
    29. Pozo, Veronica F. & Schroeder, Ted C., 2016. "Evaluating the costs of meat and poultry recalls to food firms using stock returns," Food Policy, Elsevier, vol. 59(C), pages 66-77.
    30. Brown, Stephen J. & Warner, Jerold B., 1980. "Measuring security price performance," Journal of Financial Economics, Elsevier, vol. 8(3), pages 205-258, September.
    31. Xi He & Dermot J. Hayes & Wendong Zhang, 2021. "China's Agricultural Imports under the Phase One Deal: Is Success Possible?," Center for Agricultural and Rural Development (CARD) Publications 20-pb29, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    32. Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
    33. Victoria Salin & Neal H. Hooker, 2001. "Stock Market Reaction to Food Recalls," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(1), pages 33-46.
    34. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    35. Smriti Mallapaty, 2019. "Spread of deadly pig virus in China hastens vaccine research," Nature, Nature, vol. 569(7754), pages 13-14, May.
    36. Hyunchul Lee & Seokchin Kim & Jinsu Kim, 2012. "Open technology innovation activity and firm value: evidence from Korean firms," Applied Economics, Taylor & Francis Journals, vol. 44(27), pages 3551-3561, September.
    37. Moon, Donghyun & Tonsor, Glynn T., 2020. "How Do E. coli. Recalls Impact Cattle and Beef Prices?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 45(1), January.
    38. Craig Doidge & Alexander Dyck, 2015. "Taxes and Corporate Policies: Evidence from a Quasi Natural Experiment," Journal of Finance, American Finance Association, vol. 70(1), pages 45-89, February.
    39. Dustin L. Pendell & Chulgu Cho, 2013. "Stock Market Reactions to Contagious Animal Disease Outbreaks: An Event Study in Korean Foot‐and‐Mouth Disease Outbreaks," Agribusiness, John Wiley & Sons, Ltd., vol. 29(4), pages 455-468, September.
    40. 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.
    41. Michael R. Thomsen & Andrew M. McKenzie, 2001. "Market Incentives for Safe Foods: An Examination of Shareholder Losses from Meat and Poultry Recalls," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 526-538.
    42. Jean-Paul Chavas & Matthew T. Holt, 1991. "On Nonlinear Dynamics: The Case of the Pork Cycle," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 819-828.
    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. Jinyang Cai & Yu Hong & Meifang Zhou & Ruifa Hu & Fengxiang Ding, 2023. "Farmer field school participation and exit decisions in hog production: A case study from Beijing," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 549-563, March.
    2. Chen-Ti Chen & John M. Crespi & Yongjie Ji, 2021. "The United States' Competitive Positions in Beef, Corn, Pork, Soy, and Wheat Exports: 1980-2019," Center for Agricultural and Rural Development (CARD) Publications apr-winter-2021-3, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    3. Yulong Chen & Liyuan Ma & Peter F. Orazem, 2021. "Minimum Wages and Rural and Urban Firm Entry and Exit," Center for Agricultural and Rural Development (CARD) Publications apr-winter-2021-4, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    4. Chad Hart & Lee L. Schulz, 2021. "USDA Outlook for 2021 Shows Healthy Recovery," Center for Agricultural and Rural Development (CARD) Publications apr-winter-2021-5, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    5. GianCarlo Moschini & Yongjie Ji & Seungki Lee, 2021. "Corn Yields and Climate Change: The Innovation Challenge," Center for Agricultural and Rural Development (CARD) Publications apr-winter-2021-1, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    6. Tao Xiong & Wendong Zhang & Fangxiao Zhao, 2023. "When China strikes: Quantifying Australian companies' stock price responses to China's trade restrictions," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(4), pages 636-671, October.
    7. Xi He & Dermot J. Hayes & Wendong Zhang, 2021. "Is China's Hog Rebuilding Complete? Reconciling Inventory and Price Data," Center for Agricultural and Rural Development (CARD) Publications apr-winter-2021-2, Center for Agricultural and Rural Development (CARD) at Iowa State University.

    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. Pozo, Veronica F. & Schroeder, Ted C., 2016. "Evaluating the costs of meat and poultry recalls to food firms using stock returns," Food Policy, Elsevier, vol. 59(C), pages 66-77.
    2. Tao Xiong & Wendong Zhang & Fangxiao Zhao, 2023. "When China strikes: Quantifying Australian companies' stock price responses to China's trade restrictions," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(4), pages 636-671, October.
    3. Ma, Richie Ruchuan & Xiong, Tao & Bao, Yukun, 2021. "The Russia-Saudi Arabia oil price war during the COVID-19 pandemic," Energy Economics, Elsevier, vol. 102(C).
    4. Kanungo, Rama Prasad, 2021. "Uncertainty of M&As under asymmetric estimation," Journal of Business Research, Elsevier, vol. 122(C), pages 774-793.
    5. Sun, Changyou & Rahman, Mohammad M. & Munn, Ian A., 2013. "Adjustment of stock prices and volatility to changes in industrial timberland ownership," Forest Policy and Economics, Elsevier, vol. 26(C), pages 91-101.
    6. Ercan Balaban & Charalambos Th. Constantinou, 2006. "Volatility clustering and event-induced volatility: Evidence from UK mergers and acquisitions," The European Journal of Finance, Taylor & Francis Journals, vol. 12(5), pages 449-453.
    7. Omer Ahmed Sayed & Hussein Eledum, 2023. "The short‐run response of Saudi Arabia stock market to the outbreak of COVID‐19 pandemic: An event‐study methodology," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2367-2381, July.
    8. Truzaar Dordi & Olaf Weber, 2019. "The Impact of Divestment Announcements on the Share Price of Fossil Fuel Stocks," Sustainability, MDPI, vol. 11(11), pages 1-20, June.
    9. Wijayana, Singgih & Gray, Sidney J., 2018. "Capital market consequences of cultural influences on earnings: The case of cross-listed firms in the U.S. stock market," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 134-147.
    10. Law, Cherry & Cornelsen, Laura & Adams, Jean & Penney, Tarra & Rutter, Harry & White, Martin & Smith, Richard, 2020. "An analysis of the stock market reaction to the announcements of the UK Soft Drinks Industry Levy," Economics & Human Biology, Elsevier, vol. 38(C).
    11. Florian Manz & Birgit Müller & Dirk Schiereck, 2020. "The pricing of European non-performing real estate loan portfolios: evidence on stock market evaluation of complex asset sales," Journal of Business Economics, Springer, vol. 90(7), pages 1087-1120, August.
    12. Maul, D. & Schiereck, D., 2017. "The bond event study methodology since 1974," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 80723, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    13. Chia-Lin Chang & Shu-Han Hsu & Michael McAleer, 2018. "An Event Study Analysis of Political Events, Disasters, and Accidents for Chinese Tourists to Taiwan," Sustainability, MDPI, vol. 10(11), pages 1-77, November.
    14. Sebastien Bradley & Estelle Dauchy & Makoto Hasegawa, 2018. "Investor valuations of Japan’s adoption of a territorial tax regime: quantifying the direct and competitive effects of international tax reform," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(3), pages 581-630, June.
    15. Chang, C-L. & Hsu, S.-H. & McAleer, M.J., 2018. "An Event Study of Chinese Tourists to Taiwan," Econometric Institute Research Papers 2018-003/III, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    16. Oberndorfer, Ulrich & Schmidt, Peter & Wagner, Marcus & Ziegler, Andreas, 2013. "Does the stock market value the inclusion in a sustainability stock index? An event study analysis for German firms," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 497-509.
    17. Rommel, J. & Neuenfeldt, S. & Odening, M., 2010. "Markteffekte medienwirksamer Lebensmittelskandale – eine Ergebnisstudie," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 45, March.
    18. Capelle-Blancard, Gunther & Couderc, Nicolas, 2008. "What drives the market value of firms in the defense industry," Review of Financial Economics, Elsevier, vol. 17(1), pages 14-32.
    19. Nicolau, Juan Luis & Sharma, Abhinav, 2022. "A review of research into drivers of firm value through event studies in tourism and hospitality: Launching the Annals of Tourism Research curated collection on drivers of firm value through event stu," Annals of Tourism Research, Elsevier, vol. 95(C).
    20. Matthew Houser & Berna Karali, 2020. "How Scary Are Food Scares? Evidence from Animal Disease Outbreaks," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(2), pages 283-306, June.

    More about this item

    JEL classification:

    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • Q17 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agriculture in International Trade

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:ias:cpaper:20-wp602. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/caiasus.html .

    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.