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Effect of coronavirus fear on the performance of Australian stock returns: Evidence from an event study

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  • Naidu, Dharmendra
  • Ranjeeni, Kumari

Abstract

Using an event study methodology and a sample of 478 firms listed on the Australian Securities Exchange, we find the following results. First, coronavirus fear significantly and adversely affected the returns of many sectors, small-, medium- and large-sized stocks. Second, coronavirus fear was a source of return drift in the Australian stock market. Our results suggest that investors underreacted to coronavirus fear, and this underreaction was prevalent across a range of sectors and firm size categories. We also find that had investors adopted a short selling strategy for stocks that suffered significant negative effects from the coronavirus fear and post-event return drift, they would have gained profits ranging from 2.14% to 13.81%. Robustness tests based on longer event windows confirm the main results. Additionally, we find evidence of reversals in stock returns mostly following the first stimulus payment in Australia. However, large firms and the information technology sector were the first to experience a reversal in returns a few days following the announcement of the second stimulus package and the commencement of lockdown but before the first stimulus payment was made.

Suggested Citation

  • Naidu, Dharmendra & Ranjeeni, Kumari, 2021. "Effect of coronavirus fear on the performance of Australian stock returns: Evidence from an event study," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
  • Handle: RePEc:eee:pacfin:v:66:y:2021:i:c:s0927538x21000275
    DOI: 10.1016/j.pacfin.2021.101520
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    as
    1. Hong, Harrison & Torous, Walter & Valkanov, Rossen, 2007. "Do industries lead stock markets?," Journal of Financial Economics, Elsevier, vol. 83(2), pages 367-396, February.
    2. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    3. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    4. Lyócsa, Štefan & Baumöhl, Eduard & Výrost, Tomáš & Molnár, Peter, 2020. "Fear of the coronavirus and the stock markets," Finance Research Letters, Elsevier, vol. 36(C).
    5. Ortmann, Regina & Pelster, Matthias & Wengerek, Sascha Tobias, 2020. "COVID-19 and investor behavior," Finance Research Letters, Elsevier, vol. 37(C).
    6. Narayan, Paresh Kumar & Devpura, Neluka & Wang, Hua, 2020. "Japanese currency and stock market—What happened during the COVID-19 pandemic?," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 191-198.
    7. Paresh Kumar Narayan & Kumari Ranjeeni & Deepa Bannigidadmath, 2017. "New Evidence of Psychological Barrier from the Oil Market," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 18(4), pages 457-469, October.
    8. Jie Li & Quanyun Song & Changyan Peng & Yu Wu, 2020. "COVID-19 Pandemic and Household Liquidity Constraints: Evidence from Micro Data," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3626-3634, December.
    9. Haroon, Omair & Rizvi, Syed Aun R., 2020. "COVID-19: Media coverage and financial markets behavior—A sectoral inquiry," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    10. Min Liu & Wei-Chong Choo & Chien-Chiang Lee, 2020. "The Response of the Stock Market to the Announcement of Global Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3562-3577, December.
    11. 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.
    12. H. Murat Ertuğrul & B. Oray Güngör & Uğur Soytaş, 2021. "The Effect of the COVID-19 Outbreak on the Turkish Diesel Consumption Volatility Dynamics," Energy RESEARCH LETTERS, Asia-Pacific Applied Economics Association, vol. 1(1), pages 1-4.
    13. Narayan, Paresh Kumar & Sharma, Susan Sunila, 2011. "New evidence on oil price and firm returns," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3253-3262.
    14. Baek, Seungho & Mohanty, Sunil K. & Glambosky, Mina, 2020. "COVID-19 and stock market volatility: An industry level analysis," Finance Research Letters, Elsevier, vol. 37(C).
    15. Ghidoni, Riccardo & Calzolari, Giacomo & Casari, Marco, 2017. "Climate change: Behavioral responses from extreme events and delayed damages," Energy Economics, Elsevier, vol. 68(S1), pages 103-115.
    16. Sakurai, Yuji & Kurosaki, Tetsuo, 2020. "How has the relationship between oil and the US stock market changed after the Covid-19 crisis?," Finance Research Letters, Elsevier, vol. 37(C).
    17. Goodell, John W. & Huynh, Toan Luu Duc, 2020. "Did Congress trade ahead? Considering the reaction of US industries to COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    18. Pengcheng Song & Xuan Zhang & Yu Zhao & Liao Xu, 2020. "Exogenous Shocks on the Dual-country Industrial Network: A Simulation Based on the Policies during the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3554-3561, December.
    19. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    20. Meng Qin & Xiuyan Liu & Xiaoxue Zhou, 2020. "COVID-19 Shock and Global Value Chains: Is There a Substitute for China?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3588-3598, December.
    21. Choi, Sun-Yong, 2020. "Industry volatility and economic uncertainty due to the COVID-19 pandemic: Evidence from wavelet coherence analysis," Finance Research Letters, Elsevier, vol. 37(C).
    22. Taixing Liu & Beixiao Pan & Zhichao Yin, 2020. "Pandemic, Mobile Payment, and Household Consumption: Micro-Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2378-2389, August.
    23. Guosong Wu & Boxian Yang & Ningru Zhao, 2020. "Herding Behavior in Chinese Stock Markets during COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3578-3587, December.
    24. Bernard Njindan Iyke, 2020. "The Disease Outbreak Channel of Exchange Rate Return Predictability: Evidence from COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2277-2297, August.
    25. Ranjeeni, Kumari, 2014. "Sectoral and industrial performance during a stock market crisis," Economic Systems, Elsevier, vol. 38(2), pages 178-193.
    26. Omair Haroon & Syed Aun R. Rizvi, 2020. "Flatten the Curve and Stock Market Liquidity – An Inquiry into Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2151-2161, August.
    27. Chiah, Mardy & Zhong, Angel, 2020. "Trading from home: The impact of COVID-19 on trading volume around the world," Finance Research Letters, Elsevier, vol. 37(C).
    28. Alok Kumar Mishra & Badri Narayan Rath & Aruna Kumar Dash, 2020. "Does the Indian Financial Market Nosedive because of the COVID-19 Outbreak, in Comparison to after Demonetisation and the GST?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2162-2180, August.
    29. 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.
    30. Hao Xiong & Zuofeng Wu & Fei Hou & Jun Zhang, 2020. "Which Firm-specific Characteristics Affect the Market Reaction of Chinese Listed Companies to the COVID-19 Pandemic?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2231-2242, August.
    31. Kumari Ranjeeni & Susan Sunila Sharma, 2015. "The Effect of the Lehman Brothers’ Bankruptcy on the Performance of Chinese Sectors," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(5), pages 904-914, September.
    32. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    33. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    34. Just, Małgorzata & Echaust, Krzysztof, 2020. "Stock market returns, volatility, correlation and liquidity during the COVID-19 crisis: Evidence from the Markov switching approach," Finance Research Letters, Elsevier, vol. 37(C).
    35. Wen Ming & Zhengqing Zhou & Hongshan Ai & Huimin Bi & Yuan Zhong, 2020. "COVID-19 and Air Quality: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2422-2442, August.
    36. Xin Gu & Shan Ying & Weiqiang Zhang & Yewei Tao, 2020. "How Do Firms Respond to COVID-19? First Evidence from Suzhou, China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2181-2197, August.
    37. Pengpeng Yue & Aslihan Gizem Korkmaz & Haigang Zhou, 2020. "Household Financial Decision Making Amidst the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2363-2377, August.
    38. Huayu Shen & Mengyao Fu & Hongyu Pan & Zhongfu Yu & Yongquan Chen, 2020. "The Impact of the COVID-19 Pandemic on Firm Performance," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2213-2230, August.
    39. Afees A. Salisu & Lateef O. Akanni, 2020. "Constructing a Global Fear Index for the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2310-2331, August.
    40. Li, Xuelian & Lin, Panpan & Lin, Jyh-Horng, 2020. "COVID-19, insurer board utility, and capital regulation," Finance Research Letters, Elsevier, vol. 36(C).
    41. Wei, Zhixi & Luo, Yu & Huang, Zili & Guo, Kun, 2020. "Spillover effects of RMB exchange rate among B&R countries: Before and during COVID-19 event," Finance Research Letters, Elsevier, vol. 37(C).
    42. HaiYue Liu & Yile Wang & Dongmei He & Cangyu Wang, 2020. "Short term response of Chinese stock markets to the outbreak of COVID-19," Applied Economics, Taylor & Francis Journals, vol. 52(53), pages 5859-5872, November.
    43. Conghui Chen & Lanlan Liu & Ningru Zhao, 2020. "Fear Sentiment, Uncertainty, and Bitcoin Price Dynamics: The Case of COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2298-2309, August.
    44. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    45. Dinh Hoang Bach Phan & Paresh Kumar Narayan, 2020. "Country Responses and the Reaction of the Stock Market to COVID-19—a Preliminary Exposition," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2138-2150, August.
    46. Qianying She & Ying Yu & Kai Wu, 2020. "Is “Born Global” a Viable Market Entry Mode for the Internationalization of SMEs? Evidence from China before COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3599-3612, December.
    47. C. T. Vidya & K. P. Prabheesh, 2020. "Implications of COVID-19 Pandemic on the Global Trade Networks," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2408-2421, August.
    48. Raj S. Dhankar, 2019. "Capital Markets and Investment Decision Making," Springer Books, Springer, number 978-81-322-3748-8, November.
    49. Chen, Shi & Yang, Yang & Lin, Jyh-Horng, 2020. "Capped borrower credit risk and insurer hedging during the COVID-19 outbreak," Finance Research Letters, Elsevier, vol. 36(C).
    50. Pinglin He & Hanlu Niu & Zhe Sun & Tao Li, 2020. "Accounting Index of COVID-19 Impact on Chinese Industries: A Case Study Using Big Data Portrait Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2332-2349, August.
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