Market Reaction to the Covid-19 Pandemic: Evidence from Countries in the Asia Pacific

Authors

  • Indah Yuliana Universitas Islam Negeri Maulana Malik Ibrahim, Malang, Indonesia
  • M. Muzanni Universitas Islam Negeri Maulana Malik Ibrahim, Malang, Indonesia

DOI:

https://doi.org/10.23887/ijssb.v7i3.47315

Keywords:

Stock price index, Stock return, Stock trading volume, Exchange Rate

Abstract

The covid-19 pandemic spread rapidly in the Asia Pacific region, causing economic losses, exacerbating market volatility, and disrupting economic chains in Asia Pacific countries. This study aims to analyze the differences in capital market reactions before and after the announcement of covid-19 in the Asia Pacific Region. This study uses an event study approach using a variable stock price index, return, trading volume, and exchange rate.  The research sample was 11 stock exchanges in Asia Pacific countries with purposive sampling techniques.  Data testing using the data normality test and two average difference tests using a Paired Sample T-Test for normally distributed data and the Wilcoxon Singed Rank-Test test for data that is not normally distributed. The results showed that (1) there are differences in stock price indices before and after the announcement of covid-19 cases in Indonesia, Malaysia, Singapore, Mexico, Taiwan, Hong Kong, and New Zealand. Meanwhile, Thailand, Australia, Japan, and South Korea showed no differences. (2) there are differences in returns during covid-19 cases in Malaysia and Taiwan. While Indonesia, Singapore, Thailand, Australia, Japan, South Korea, New Zealand, Mexico, and Hong Kong showed no difference. (3) There are differences in stock trading volumes during covid-19 cases in Malaysia, Australia, Mexico, and Hong Kong. Meanwhile, Indonesia, Singapore, Thailand, Japan, South Korea, New Zealand, and Taiwan showed no difference. (4) There are differences in exchange rates during covid-19 cases in Indonesia, Malaysia, Singapore, Thailand, Australia, South Korea, New Zealand, Taiwan, and Hong Kong. While in Japan, it shows no difference. 

References

Al-Awadhi, A. M., Alsaifi, K., Al-Awadhi, A., & Alhammadi, S. (2020). Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns. Journal of Behavioral and Experimental Finance, 27, 100326. https://doi.org/10.1016/j.jbef.2020.100326. DOI: https://doi.org/10.1016/j.jbef.2020.100326

Alam, M. N., Alam, M. S., & Chavali, K. (2020). Stock market response during COVID-19 lockdown period in India: An event study. Journal of Asian Finance, Economics and Business, 7(7), 131–137. https://doi.org/10.13106/jafeb.2020.vol7.no7.131. DOI: https://doi.org/10.13106/jafeb.2020.vol7.no7.131

Alfaro, L., Chari, A., Greenland, A. N., & Schott, P. K. (2020). Aggregate and Firm-Level Stock Returns During Pandemics, in Real Time. DOI: https://doi.org/10.3386/w26950

Anh, D. L. T., & Gan, C. (2020). The impact of the COVID-19 lockdown on stock market performance: evidence from Vietnam. Journal of Economic Studies, 48(4), 836–851. https://doi.org/10.1108/JES-06-2020-0312. DOI: https://doi.org/10.1108/JES-06-2020-0312

Apergis, N., & Apergis, E. (2022). The role of Covid-19 for Chinese stock returns: evidence from a GARCHX model. Asia-Pacific Journal of Accounting and Economics, 29(5), 1175–1183. https://doi.org/10.1080/16081625.2020.1816185. DOI: https://doi.org/10.1080/16081625.2020.1816185

Ashraf, B. N. (2020). Stock markets’ reaction to COVID-19: Cases or fatalities? Research in International Business and Finance, 54, 1–7. https://doi.org/10.1016/j.ribaf.2020.101249. DOI: https://doi.org/10.1016/j.ribaf.2020.101249

Baek, S., Mohanty, S. K., & Glambosky, M. (2020). COVID-19 and stock market volatility: An industry level analysis. Finance Research Letters, 37(August), 101748. https://doi.org/10.1016/j.frl.2020.101748. DOI: https://doi.org/10.1016/j.frl.2020.101748

Baig, A. S., Butt, H. A., Haroon, O., & Rizvi, S. A. R. (2021). Deaths, panic, lockdowns and US equity markets: The case of COVID-19 pandemic. Finance Research Letters, 38(July 2020), 101701. https://doi.org/10.1016/j.frl.2020.101701. DOI: https://doi.org/10.1016/j.frl.2020.101701

Bash, A. (2020). International Evidence of Covid-19 and Stock Market Returns: an Event Study Analysis. International Journal of Economics and Financial Issues, 10(4), 34–38. https://doi.org/10.32479/ijefi.9941. DOI: https://doi.org/10.32479/ijefi.9941

Benzid, L., & Chebbi, K. (2020). The Impact of COVID-19 on Exchange Rate Volatility: Evidence Through GARCH Model. SSRN Electronic Journal, 1–15. https://doi.org/10.2139/ssrn.3612141. DOI: https://doi.org/10.2139/ssrn.3612141

Bukit, R. B., & Nasution, F. N. (2015). Employee Diff, Free Cash Flow, Corporate Governance and Earnings Management. Procedia - Social and Behavioral Sciences, 211(September), 585–594. https://doi.org/10.1016/j.sbspro.2015.11.077. DOI: https://doi.org/10.1016/j.sbspro.2015.11.077

Chowdhury, E. K., & Abedin, M. Z. (2020). COVID-19 Effects on the US Stock Index Returns: An Event Study Approach. SSRN Electronic Journal, 1–31. https://doi.org/10.2139/ssrn.3611683. DOI: https://doi.org/10.2139/ssrn.3611683

Eleftheriou, K., & Patsoulis, P. (2020). COVID-19 Lockdown Intensity and Stock Market Returns: A Spatial Econometrics Approach. Munich Personal RePEc Archive, May, 1–9. https://mpra.ub.uni-muenchen.de/id/eprint/100662.

Gherghina, Ștefan C., Armeanu, D. Ștefan, & Joldeș, C. C. (2020). Stock market reactions to COVID-19 pandemic outbreak: Quantitative evidence from ARDL bounds tests and granger causality analysis. International Journal of Environmental Research and Public Health, 17(18), 1–35. https://doi.org/10.3390/ijerph17186729. DOI: https://doi.org/10.3390/ijerph17186729

Goodell, J. W. (2020). COVID-19 and finance: Agendas for future research. Finance Research Letters, 35(March). https://doi.org/10.1016/j.frl.2020.101512. DOI: https://doi.org/10.1016/j.frl.2020.101512

He, P., Sun, Y., Zhang, Y., & Li, T. (2020). COVID–19’s Impact on Stock Prices Across Different Sectors—An Event Study Based on the Chinese Stock Market. Emerging Markets Finance and Trade, 56(10), 2198–2212. https://doi.org/10.1080/1540496X.2020.1785865. DOI: https://doi.org/10.1080/1540496X.2020.1785865

He, Q., Liu, J., Wang, S., & Yu, J. (2020). The impact of COVID-19 on stock markets. Economic and Political Studies, 8(3), 275–288. https://doi.org/10.1080/20954816.2020.1757570. DOI: https://doi.org/10.1080/20954816.2020.1757570

Höhler, J., & Lansink, A. O. (2021). Measuring the impact of COVID-19 on stock prices and profits in the food supply chain. Agribusiness, 37(1), 171–186. https://doi.org/10.1002/agr.21678. DOI: https://doi.org/10.1002/agr.21678

Irfan, M., Kassim, S., & Dhimmar, S. (2021). Impact of Covid-19 on Islamic Stock Markets: An Investigation using Threshold Volatility and Event Study Models. International Journal of Islamic Economics and Finance (IJIEF), 4(1), 121–148. https://doi.org/10.18196/ijief.v4i1.10480. DOI: https://doi.org/10.18196/ijief.v4i1.10480

Kasim, M. Y., Muslimin, & Dwijaya, I. K. B. (2022). Market reaction to the Covid-19 pandemic: Events study at stocks listed on LQ45 index. Cogent Business and Management, 9(1). https://doi.org/10.1080/23311975.2021.2024979. DOI: https://doi.org/10.1080/23311975.2021.2024979

Khan, K., Zhao, H., Zhang, H., Yang, H., Shah, M. H., & Jahanger, A. (2020). The impact of COVID-19 pandemic on stock markets: An empirical analysis of world major stock indices. Journal of Asian Finance, Economics and Business, 7(7), 463–474. https://doi.org/10.13106/jafeb.2020.vol7.no7.463. DOI: https://doi.org/10.13106/jafeb.2020.vol7.no7.463

Lestari, M. I. (2020). Signifikansi Pengaruh Sentimen Pemberlakuan PSBB Terhadap Aspek Ekonomi: Pengaruh Pada Nilai Tukar Rupiahdan Stock Return(Studi Kasus Pandemi Covid-19). Jurnal Bina Akuntansi, 7(2), 223–239. https://garuda.kemdikbud.go.id/documents/detail/1744761. DOI: https://doi.org/10.52859/jba.v7i2.98

Liang, X., Rozelle, S., & Yi, H. (2022). The impact of COVID-19 on employment and income of vocational graduates in China: Evidence from surveys in January and July 2020. China Economic Review, 75(July), 101832. https://doi.org/10.1016/j.chieco.2022.101832. DOI: https://doi.org/10.1016/j.chieco.2022.101832

Liu, H., Manzoor, A., Wang, C., Zhang, L., & Manzoor, Z. (2020). The COVID-19 outbreak and affected countries stock markets response. International Journal of Environmental Research and Public Health, 17(8), 1–19. https://doi.org/10.3390/ijerph17082800. DOI: https://doi.org/10.3390/ijerph17082800

Machmuddah, Z., Utomo, S. D., Suhartono, E., Ali, S., & Ghulam, W. A. (2020). Stock market reaction to COVID-19: Evidence in customer goods sector with the implication for open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 1–13. https://doi.org/10.3390/joitmc6040099. DOI: https://doi.org/10.3390/joitmc6040099

Mason, C., & Brown, R. (2014). Entreprenuerial Ecosystem and Growth Oriented. OECD, 30(1), 77–102.

Mdaghri, A. A., Raghibi, A., Thanh, C. N., & Oubdi, L. (2021). Stock market liquidity, the great lockdown and the COVID-19 global pandemic nexus in MENA countries. Review of Behavioral Finance, 13(1), 51–68. https://doi.org/10.1108/RBF-06-2020-0132. DOI: https://doi.org/10.1108/RBF-06-2020-0132

Phuong, L. C. M. (2021). How COVID-19 impacts Vietnam’s banking stocks: An event study method. Banks and Bank Systems, 16(1), 92–102. https://doi.org/10.21511/bbs.16(1).2021.09. DOI: https://doi.org/10.21511/bbs.16(1).2021.09

Sani, S. R. (2022). Dampak Pandemi Covid-19 terhadap Pengangguran, Kemiskinan dan Ketimpangan Pendapatan: Bukti Data Panel di Indonesia. Ekonomis: Journal of Economics and Business, 6(1), 107–115. https://doi.org/10.33087/ekonomis.v6i1.499. DOI: https://doi.org/10.33087/ekonomis.v6i1.499

Sohrabi, C., Alsafi, Z., O’Neill, N., Khan, M., Kerwan, A., Al-Jabir, A., Iosifidis, C., & Agha, R. (2020). World Health Organization declares global emergency: A review of the 2019 novel coronavirus (COVID-19). International Journal of Surgery, 76(February), 71–76. https://doi.org/10.1016/j.ijsu.2020.02.034. DOI: https://doi.org/10.1016/j.ijsu.2020.02.034

Taleb, N. N. (2007). The Black Swan: The Impact of the Highly Improbable (The Incerto Collection). Random House and Penguin.

Wang, Q. J., Chen, D., & Chang, C. P. (2021). The impact of COVID-19 on stock prices of solar enterprises: A comprehensive evidence based on the government response and confirmed cases. International Journal of Green Energy, 18(5), 443–456. https://doi.org/10.1080/15435075.2020.1865367. DOI: https://doi.org/10.1080/15435075.2020.1865367

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, 100723. https://doi.org/10.1016/j.jbef.2022.100723. DOI: https://doi.org/10.1016/j.jbef.2022.100723

Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVID-19. Finance Research Letters, 36(March), 101528. https://doi.org/10.1016/j.frl.2020.101528. DOI: https://doi.org/10.1016/j.frl.2020.101528

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Published

2023-10-31

How to Cite

Yuliana, I., & Muzanni, M. (2023). Market Reaction to the Covid-19 Pandemic: Evidence from Countries in the Asia Pacific. International Journal of Social Science and Business, 7(3), 659–668. https://doi.org/10.23887/ijssb.v7i3.47315

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