Animal Disease and Financial Markets : A Stock Price Analysis in an Emerging Economy
DOI:
https://doi.org/10.17010/ijrcm/2024/v11i4/174726Keywords:
bird flu
, animal disease, stock market, unexpected events, abnormal returns.JEL Classification Codes
, G0, G1Paper Submission Date
, July 11, 2024, Paper sent back for Revision, October 24, Paper Acceptance Date, November 10, 2024Abstract
Purpose : Abnormal events affected the whole of the economy or specific sectors. The research dwelled into one of such unexpected events, viz. animal disease outbreak. The basic purpose was to analyze its effect on the stock prices of the allied businesses.
Methodology : We compared the stock prices of these companies during the two months of January 2021 and February 2021 to analyze the changes in returns and identify any potential abnormal (negative) returns during the bird flu outbreak. We collected stock price data for listed poultry companies on the National Stock Exchange (NSE) and Bombay Stock Exchange (BSE).
Findings : The results revealed negative abnormal returns associated with the event for around one month. In fact, the next month even saw a bounce back in stock prices of larger companies.
Practical Implications : The implications were useful for investors looking to make investment decisions concerning these stocks in the wake of such events. At the same time, the results provided insights for the promoters and managers of related businesses regarding shareholder wealth erosion during such events, reinforcing upon them the need for food safety measures and risk management strategies in this context.
Originality : This study is the first of its kind in the Indian context to examine stock price reactions in the event of an animal disease outbreak, viz., bird flu.
Downloads
Published
How to Cite
Issue
Section
References
Asfaw, Y. T., Ameni, G., Medhin, G., Gumi, B., Hagos, Y., & Wieland, B. (2021). Poultry disease occurrences and their impacts in Ethiopia. Tropical Animal Health and Production, 53, Article no. 54. https://doi.org/10.1007/s11250-020-02465-6
Ashraf, S., & Baig, M. A. (2019). Is the Indian stock market efficiently inefficient? An empirical investigation. Indian Journal of Finance, 13(7), 7–28. https://doi.org/10.17010/ijf/2019/v13i7/145532
Biden, S., Ker, A. P., Larue, B., & Duff, S. (2024). Economic impacts of a disease outbreak in Canada's pork industry: Case of a price-taking, open country. Food Policy, 125, Article ID 102624. https://doi.org/10.1016/j.foodpol.2024.102624
Brounen, D., & Derwall, J. (2010). The impact of terrorist attacks on international stock markets. European Financial Management, 16(4), 585–598. https://doi.org/10.1111/j.1468-036X.2009.00502.x
Brown, S. J., & Warner, J. B. (1980). Measuring security price performance. Journal of Financial Economics, 8(3), 205–258. https://doi.org/10.1016/0304-405X(80)90002-1
Cho, C. (2012). Stock market reaction to animal disease outbreaks: An event study in Korean foot-and-mouth disease (Doctoral dissertation, Colorado State University). Department of Agricultural and Resource Economics. http://hdl.handle.net/10217/67993
de Menezes, T. C., Countryman, A. M., Filho, J. B., & Ferreira, F. (2022). Economic assessment of foot-and-mouth disease outbreaks in Brazil. Q Open, 2(2), qoac028. https://doi.org/10.1093/qopen/qoac028
Frey, B. S., & Kucher, M. (2000). World War II as reflected on capital markets. Economics Letters, 69(2), 187–191. https://doi.org/10.1016/S0165-1765(00)00269-X
Henson, S., & Mazzocchi, M. (2002). Impact of bovine spongiform encephalopathy on agribusiness in the United Kingdom: Results of an event study of equity prices. American Journal of Agricultural Economics, 84(2), 370–386. https://doi.org/10.1111/1467-8276.00304
Jabeen, S., Rizavi, S. S., & Farhan, M. (2022). Herd behaviour, fundamental, and macroeconomic variables–The driving forces of stock returns: A panel-based pooled mean group approach. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.758364
Jin, H. J., & Kim, J.-C. (2008). The effects of the BSE outbreak on the security values of US agribusiness and food processing firms. Applied Economics, 40(3), 357–372. https://doi.org/10.1080/00036840500461824
Jin, Y. H., McCarl, B. A., & Elbakidze, L. (2009). Risk assessment and management of animal disease-related biosecurity. International Journal of Risk Assessment and Management, 12(2–4), 186–203. https://doi.org/10.1504/IJRAM.2009.025918
Kowsalya, P., Valarmathi, A., & Akshaya, D. (2024). Impact on stock market performance for the companies that contributed to the Chandrayaan-3 project. Indian Journal of Research in Capital Markets, 11(2), 48–61. https://doi.org/10.17010/ijrcm/2024/v11i2/174178
Lloyd, T., McCorriston, S., Morgan, C. W., & Rayner, A. J. (2001). The impact of food scares on price adjustment in the UK beef market. Agricultural Economics, 25(2–3), 347–357. https://doi.org/10.1111/j.1574-0862.2001.tb00214.x
Madani, M. A. (2024). The S&P 500 sectoral indices responses to economic news sentiment. International Journal of Finance & Economics, 1–19. https://doi.org/10.1002/ijfe.2989
Malkiel, B. G., & Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.1111/j.1540-6261.1970.tb00518.x
Maynard, L. J., Goddard, E., & Conley, J. (2008). Impact of BSE on beef purchases in Alberta and Ontario quickâ€serve restaurants. Canadian Journal of Agricultural Economics, 56(3), 337–351. https://doi.org/10.1111/j.1744-7976.2008.00132.x
McCluskey, J. J., Grimsrud, K. M., Ouchi, H., & Wahl, T. I. (2005). Bovine spongiform encephalopathy in Japan: Consumers' food safety perceptions and willingness to pay for tested beef. The Australian Journal of Agricultural and Resource Economics, 49(2), 197–209. https://doi.org/10.1111/j.1467-8489.2005.00282.x
Menkhoff, L., & Westermann, J. (2024). Determinants of stock market participation. Journal of Economic Surveys. https://doi.org/10.1111/joes.12634
Pandey, D. K., & Kumari, V. (2021). Event study on the reaction of the developed and emerging stock markets to the 2019-nCoV outbreak. International Review of Economics & Finance, 71, 467–483. https://doi.org/10.1016/j.iref.2020.09.014
Park, M., Jin, Y. H., & Bessler, D. A. (2008). The impacts of animal disease crises on the Korean meat market. Agricultural Economics, 39(2), 183–195. https://doi.org/10.1111/j.1574-0862.2008.00325.x
Patil, A., Saha, S., & Sengupta, R. (2024). Enhancing stock market predictions through predictive analytics. Intelligent Techniques for Predictive Data Analytics. https://doi.org/10.1002/9781394227990.ch7
Pendell, D. L., & Cho, C. (2013). Stock market reactions to contagious animal disease outbreaks: An event study in Korean footâ€andâ€mouth disease outbreaks. Agribusiness: An International Business, 29(4), 455–468. https://doi.org/10.1002/agr.21346
Piggott, N. E., & Marsh, T. L. (2004). Does food safety information impact U.S. meat demand? American Journal of Agricultural Economics, 86(1), 154–174. https://www.jstor.org/stable/3697881
Pozo, V. F., & Schroeder, T. C. (2016). Evaluating the costs of meat and poultry recalls to food firms using stock returns. Food Policy, 59, 66–77. https://doi.org/10.1016/j.foodpol.2015.12.007
Pritchett, J. G., Thilmany, D. D., & Johnson, K. K. (2005). Animal disease economic impacts: A survey of literature and typology of research approaches. International Food and Agribusiness Management Review, 8(1), 23–45. https://doi.org/10.22004/ag.econ.8177
Ranjan, S., Singh, I., Dua, S., & Sood, S. (2018). Sentiment analysis of stock blog network communities for prediction of stock price trends. Indian Journal of Finance, 12(12), 7–21. https://doi.org/10.17010/ijf/2018/v12i12/139888
Saad, G. (2024). Terrorism and its impact on the stock market: Broad results from Tunisia. LBS Journal of Management & Research, 22(1), 110–125. https://doi.org/10.1108/LBSJMR-12-2022-0079
Safeeda, K. A., & Ganesh, R. (2024). Unmasking the grey swan: Investor biases in times of turbulence. Indian Journal of Finance, 18(10), 56–72. https://doi.org/10.17010/ijf/2024/v18i10/174614
Seo, S., Jang, S. S., Miao, L., Almanza, B., & Behnke, C. (2013). The impact of food safety events on the value of food-related firms: An event study approach. International Journal of Hospitality Management, 33, 153–165. https://doi.org/10.1016/j.ijhm.2012.07.008
Shang, X., & Tonsor, G. T. (2017). Food safety recall effects across meat products and regions. Food Policy, 69, 145–153. https://doi.org/10.1016/j.foodpol.2017.04.002
Sharma, C., Singh, A., & Yadav, R. (2023). Market warnings: Learning from the short-term impact of COVID-19 on stock market constituents. Indian Journal of Finance, 17(4), 45–57. https://doi.org/10.17010/ijf/2023/v17i4/170094
Sharma, R., & Chander, R. (2010). Test of weak form efficiency in the Indian stock market. Indian Journal of Finance, 4(7), 44–54. https://indianjournaloffinance.co.in/index.php/IJF/article/view/72589/0
Sharma, N. C. (2021, January 6). Bird flu outbreak in states adds fresh challenge amid pandemic. Mint. https://www.livemint.com/news/india/bird-flu-poses-fresh-challenge-as-india-battles-covid19-11609929401310.html
Singh, A. K., & Shrivastav, R. K. (2018). Evaluating the impact of the global financial crisis on the stock markets of BRICS countries. Indian Journal of Finance, 12(7), 7–27. https://doi.org/10.17010/ijf/2018/v12i7/129967
Thompson, J. M., Trejo-Pech, C. J., & Pendell, D. L. (2019). Agribusiness value impacts from highly pathogenic avian influenza. Agricultural Finance Review, 79(3), 371–385. https://doi.org/10.1108/AFR-09-2018-0075
Xiong, T., Zhang, W., & Chen, C.-T. (2021). A fortune from misfortune: Evidence from hog firms' stock price responses to China's African swine fever outbreaks. Food Policy, 105, Article ID 102150. https://doi.org/10.1016/j.foodpol.2021.102150
Yim, H., & Katare, B. (2023). Effect of food safety recalls on consumer meat purchase: Evidence from meat recalls 2007–2017. European Review of Agricultural Economics, 50(2), 250–271. https://doi.org/10.1093/erae/jbac032
Yousaf, I., Patel, R., & Yarovaya, L. (2022). The reaction of G20+ stock markets to the Russia–Ukraine conflict “black-swan†event: Evidence from event study approach. Journal of Behavioral and Experimental Finance, 35, Article ID 100723. https://doi.org/10.1016/j.jbef.2022.100723