Impact of COVID-19 on financial integration: Study on BRICS
-
DOIhttp://dx.doi.org/10.21511/imfi.19(2).2022.10
-
Article InfoVolume 19 2022, Issue #2, pp. 119-129
- Cited by
- 859 Views
-
293 Downloads
This work is licensed under a
Creative Commons Attribution 4.0 International License
The paper examines the shift in stock indices’ behavior in BRICS nations, prior to and following the outbreak of the COVID-19 pandemic, using daily data of relevant stock indices from April 2019 to March 2021. The study seeks to ascertain the influence of COVID-19 on stock markets of BRICS countries. The descriptive analysis and graphical presentation established that the pandemic period was extremely variable, with high average returns. Furthermore, the findings reveal that, with the exception of China and South Africa, the BRICS nations’ stock indices were not cointegrated prior to the epidemic. Interdependence has increased throughout the epidemic, as three BRICS nation pairings, particularly Brazil and China, China and South Africa, and Russia and South Africa, are all cointegrated. This demonstrates that the COVID-19 problem strengthened the BRICS countries’ cointegration or relatedness. As a result, portfolio diversification opportunities have dwindled. Additionally, given the relatively high average stock indices, investors may generate significant returns by investing in indices rather than individual firms, especially during the pandemic crisis time.
- Keywords
-
JEL Classification (Paper profile tab)F30, F60, G00
-
References36
-
Tables5
-
Figures2
-
- Figure 1. Graphical representation of indices of BRICS countries
- Figure 2. Graphical representation of return of indices of BRICS countries
-
- Table 1. Descriptive statistics during the pre-pandemic period
- Table 2. Descriptive statistics during the pandemic period
- Table 3. Stationarity results
- Table 4. Johansen’s co-integration results
- Table 4 (cont.). Johansen’s co-integration results
-
- Alfaro, L., Chari, A., Greenland, A. & Schott, P. (2020). Aggregate and firm-level stock returns during pandemics, in real time (NBER Working Paper No. 26950).
- Ali, M., Alam, N., & Rizvi, S. A. R. (2020). Coronavirus (COVID-19) – An epidemic or pandemic for financial markets. Journal of Behavioral and Experimental Finance, 27, 100341.
- Azimli, A. (2020). The impact of CO VID-19 on the degree of dependence and structure of risk-return relationship: A quantile regression approach. Finance Research Letters, 36, 101648.
- Cao, K. H., Li, Q., Liu, Y., & Woo, C. K. (2020). Covid-19’s adverse effects on a stock market index. Applied Economics Letters, 28(14), 1157-1161.
- Chen, M. H., Jang, S. S., & Kim, W. G. (2007). The impact of the SARS outbreak on Taiwanese hotel stock performance: An event-study approach. International Journal of Hospitality Management, 26(1), 200-212.
- David, S. A., Inácio Jr., C. M. C. & Tenreiro Machado, J. A. (2021). The recovery of global stock markets indices after impacts due to pandemics. Research in International Business and Finance, Elsevier, 55.
- Del Giudice, A., & Paltrinieri, A. (2017). The impact of the Arab Spring and the Ebola outbreak on African equity mutual fund investor decisions. Research in International Business and Finance, 41, 600-612.
- Gao, X., Ren, Y., & Umar, M. (2021). To what extent does COVID-19 drive stock market volatility? A comparison between the U.S. and China. Economic Research-Ekonomska Istraživanja, 1-21.
- Goodell, J. W. (2020). COVID-19 and finance: Agendas for future research. Finance Research Letters, 35, 101512.
- Gormsen, N. J., & Koijen, R. S. (2020). Coronavirus: Impact on stock prices and growth expectations. The Review of Asset Pricing Studies, 10(4), 574-597.
- Haldar, A., & Sethi, N. (2021). The news effect of covid-19 on global financial market volatility. Bulletin of Monetary Economics and Banking, Special Issue, 33-58.
- Hartwell, C. (2018). The impact of institutional volatility on financial volatility in transition economies. Journal of Comparative Economics, 46(2), 598-615.
- Karnizova, L., & Li, J. (2014). Economic policy uncertainty, financial markets and probability of US recessions. Economics Letters, 125(2), 261-265.
- Kumar, S., Kaur, J., Tabash, M. I., Tran, D. K., & Dhankar, R. S. (2021). Response of stock market during COVID-19 and 2008 financial crisis: A comparative evidence from BRICS nations. The Singapore Economic Review, 66(3).
- Ledwani, S., Charkraborty, S., & Shenoy, S. S. (2021). Special tale of G-7 and BRICS stock market during COVID-19: An event study. Investment Management and Financial Innovations, 18(2), 20-36.
- 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).
- Lyócsa, Š., & Molnár, P. (2020). Stock market oscillations during the corona crash: The role of fear and uncertainty. Finance Research Letters, Elsevier, 36.
- Mishra, A. K., Rath, B. N., & Dash, A. K. (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, 56(10), 2162-2180.
- Mishra, P. K., & Mishra, S. K. (2020). Corona Pandemic and Stock Market Behaviour: Empirical Insights from Selected Asian Countries. Millennial Asia, 11(3), 341-365.
- Narayan, P. K., Phan, D. H. B., & Liu, G. (2021). COVID-19 lockdowns, stimulus packages, travel bans, and stock returns. Finance Research Letters, 38, 101732.
- Okorie, D. I., & Lin, B. (2021). Stock markets and the COVID-19 fractal contagion effects. Finance Research Letters, 38, 101640.
- Onan, M., Salih, A., & Yasar, B. (2014). Impact of macroeconomic announcements on implied volatility slope of S&P options and VIX. Finance Research Letters, 11(4), 454-462.
- Phan, D. H. B., & Narayan, P. K. (2020). Country responses and the reaction of the stock market to COVID-19 – A preliminary exposition. Emerging Markets Finance and Trade, 56(10), 2138-2150.
- Ramelli, S., & Wagner, A. (2020). What the stock market tells us about the consequences of COVID-19. Mitigating the COVID Economic Crisis.
- Rizvi, S. K. A., Mirza, N., Naqvi, B., & Rahat, B. (2020). Covid-19 and asset management in EU: A preliminary assessment of performance and investment styles. Journal of Asset Management, 21(4), 281-291.
- Ruiz Estrada, M. A. (2020). Economic Waves: The Effect of the Wuhan COVID-19 on the World Economy (2019-2020).
- Saadat, S., Rawtani, D., & Hussain, C. M. (2020). Environmental perspective of COVID-19. Science of the Total Environment, 728, 138870.
- Sachdeva, K., & Sivakumar, P. (2020). COVID-19 and stock market behavior – An event study of BRICS countries. Turkish Journal of Computers and Mathematical Education, 11(2), 741-754.
- Schoenfeld, J. (2020). The invisible risk: Pandemics and the financial markets. (Working Paper No. 3567249). Tuck School of Business.
- Singh, B., Dhall, R., Narang, S., & Rawat, S. (2020). The Outbreak of COVID-19 and Stock Market Responses: An Event Study and Panel Data Analysis for G-20 Countries. Global Business Review.
- Siu, A., & Wong, Y. C. R. (2004). Economic impact of SARS: The case of Hong Kong. Asian Economic Papers, 3(1), 62-83.
- Topcu, M., & Gulal, O. S. (2020). The impact of COVID-19 on emerging stock markets. Finance Research Letters, 36, 101691.
- Wang, Y. H., Yang, F. J., & Chen, L. J. (2013). An investor’s perspective on infectious diseases and their fluence on market behavior. Journal of Business Economics and Management, 14(1), S112-S127.
- Zeren, F., & Hizarci, A. (2020). The Impact of Covid-19 Coronavirus on Stock Markets: Evidence from Selected Countries. Muhasebe ve Finans İncelemeleri Dergisi, 3(1), 78-84.
- Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVID-19. Finance Research Letters, 36, 101528.
- Zhu, S., Liu, Q., Wang, Y., Wei, Y., & Wei, G. (2019). Which fear index matters for predicting US stock market volatilities: Text-counts or option-based measurement? Physica A: Statistical Mechanics and its Applications, Elsevier, 536(C).