Market Warnings : Learning from the Short-Term Impact of COVID-19 on Stock Market Constituents

Authors

  •   Chandan Sharma Assistant Professor, Delhi School of Management, Delhi Technological University Delhi, Delhi - 110 042
  •   Archana Singh Associate Professor, Delhi School of Management, Delhi Technological University Delhi, Delhi - 110 042
  •   Rajan Yadav Professor, Delhi School of Management, Delhi Technological University Delhi, Delhi - 110 042

DOI:

https://doi.org/10.17010/ijf/2023/v17i4/170094

Keywords:

COVID-19

, Event Study, Industry Analysis, Lockdown, Stock Price, Risk.

JEL Classification Codes

, G12, G14, G40, H12

Paper Submission Date

, June 25, 2022, Paper sent back for Revision, December 26, Paper Acceptance Date, March 5, 2023, Paper Published Online, April 15, 2023

Abstract

Purpose : The paper investigated the short-term impact of the lockdown announcement due to COVID-19 on various industries in India using firms’ stock returns and credit ratings.

Design/Methodology : The paper used event study methodology to analyze abnormal returns on stocks and credit rating changes of firms following the lockdown to understand the impact on the debt servicing of firms.

Findings : The paper found a heterogeneous impact of lockdown on various industries. Pharmaceuticals, chemicals, FMCGs, and telecom sectors saw positive abnormal returns, while textiles, financial services, construction, services, cement, and automobile sectors were the worst affected. The paper also found that smaller companies were more susceptible to the effects of such lockdowns. Indian subsidiaries of foreign MNCs and Central Government-owned firms fared better than privately-owned domestic firms. The debt servicing ability of firms was unimpacted due to the debt relief package announced to mitigate the impact of the lockdown.

Practical Implications : The paper's findings have implications for investors and managers who can make informed decisions in advance to reduce the risk to their investment if such a black swan event is expected. The paper's findings could help policymakers identify sectors that require immediate support due to the disruption from such an event.

Originality : The paper is unique in investigating the impact of the lockdown due to COVID-19 on companies across different industries, with different ownership groups and sizes. We have not come across such a detailed study investigating the impact of COVID-19 on various industries in India.

Downloads

Download data is not yet available.

Author Biography

Chandan Sharma, Assistant Professor, Delhi School of Management, Delhi Technological University Delhi, Delhi - 110 042

Chandan Sharma is an Assistant Professor, Delhi School of Management,  Delhi Technological University, Delhi, India. He has been engaged in the teaching of finance and related areas to post-graduate students. His principal areas of interest include corporate finance, credit risk, and valuation.

Downloads

Published

2023-04-03

How to Cite

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

Issue

Section

Articles

References

Ali, M., Alam, N., & Rizvi, S. A. (2020). Coronavirus (COVID-19) — An epidemic or pandemic for financial markets. Journal of Behavioral and Experimental Finance, 27, 100341. https://doi.org/10.1016/j.jbef.2020.100341

Anderson, R. M., Heesterbeek, H., Klinkenberg, D., & Hollingsworth, T. D. (2020). How will country-based mitigation measures influence the course of the COVID-19 epidemic? The Lancet, 395(10228), 931–934. https://doi.org/10.1016/S0140-6736(20)30567-5

Bhattacharya, A. (2019). Impact of negative news on the U.S. soft drinks industry. Indian Journal of Finance, 13(8), 26–37. https://doi.org/10.17010/ijf/2019/v13i8/146302

Chen, C.-D., Chen, C.-C., Tang, W-W., & Huang, B.-Y. (2009). The positive and negative impacts of the Sars outbreak: A case of the Taiwan industries. The Journal of Developing Areas, 43(1), 281–293. https://doi.org/10.1353/jda.0.0041

Fama, E. F., Fisher, L., Jensen, M. C., & Roll, R. (1969). The adjustment of stock prices to new information. International Economic Review, 10(1), 1–21. https://doi.org/10.2307/2525569

Garrett, T. A. (2007). Economic effects of the 1918 influenza pandemic : Implications for a modern-day pandemic. Federal Reserve Bank of St. Louis. https://www.stlouisfed.org/~/media/files/pdfs/community-development/research-reports/pandemic_flu_report.pdf

Gössling, S., Scott, D., & Hall, C. M. (2021). Pandemics, tourism and global change: A rapid assessment of COVID-19. Journal of Sustainable Tourism, 29(1), 1–20. https://doi.org/10.1080/09669582.2020.1758708

Gupta, P., & Kohli, B. (2021). Herding behavior in the Indian stock market: An empirical study. Indian Journal of Finance, 15(5–7), 86–99. https://doi.org/10.17010/ijf/2021/v15i5-7/164495

Harjoto, M. A., Rossi, F., & Paglia, J. K. (2021). COVID-19: Stock market reactions to the shock and the stimulus. Applied Economics Letters, 28(10), 795–801. https://doi.org/10.1080/13504851.2020.1781767

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

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

International Monetary Fund. (2021). World economy outlook. https://www.imf.org/en/Publications/WEO/Issues/2021/03/23/world-economic-outlook-april-2021

Jaiswall, S. S., & Bhattacharyya, A. K. (2016). Corporate governance and CEO compensation in Indian firms. Journal of Contemporary Accounting & Economics, 12(2), 159–175. https://doi.org/10.1016/j.jcae.2016.06.001

Jaiswall, S. S., & Raman, K. K. (2021). Sales growth, CEO pay, and corporate governance in India. Journal of Accounting, Auditing & Finance, 36(2), 249–277. https://doi.org/10.1177/0148558X19825672

Jawed, M. S., Dhaigude, A. S., & Tapar, A. V. (2019). The sectoral effect of demonetization on the economy: Evidence from early reaction of the Indian stock markets. Cogent Economics & Finance, 7(1), 1595992. https://doi.org/10.1080/23322039.2019.1595992

Keogh-Brown, M. R., & Smith, R. D. (2008). The economic impact of SARS: How does the reality match the predictions? Health Policy, 88(1), 110–120. https://doi.org/10.1016/j.healthpol.2008.03.003

Kolari, J. W., & Pynnönen, S. (2010). Event study testing with cross-sectional correlation of abnormal returns. The Review of Financial Studies, 23(11), 3996–4025. https://doi.org/10.1093/rfs/hhq072

Kolari, J. W., & Pynnonen, S. (2011). Nonparametric rank tests for event studies. Journal of Empirical Finance, 18(5), 953–971. https://doi.org/10.1016/j.jempfin.2011.08.003

Lee, J.-W., & McKibbin, W. J. (2004). Estimating the global economic costs of SARS. In S. Knobler, A. Mahmoud, S. Lemon, A. Mack, L. Sivitz, & K. Oberholtzer (eds.), Learning from SARS: Preparing for the next disease outbreak. National Academies Press (US). https://www.ncbi.nlm.nih.gov/books/NBK92473/

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), 2800. https://doi.org/10.3390/ijerph17082800

McKibbin, W. J., & Fernando, R. (2020). The global macroeconomic impacts of COVID-19: Seven scenarios. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3547729

McKibbin, W. J., & Sidorenko, A. A. (2006). Global macroeconomic consequences of pandemic influenza. Centre for Applied Macroeconomic Analysis. https://cama.crawford.anu.edu.au/pdf/working-papers/2006/262006.pdf

Mishra, A. R. (2022). At 6.6%, India’s GDP contracted less than projected in FY21: NSO data. Business Standard. https://www.business-standard.com/article/economy-policy/at-6-6-india-s-gdp-contracted-less-than-projected-in-fy21-nso-data-122020100024_1.html

Nadig, A. (2017). Impact of interim dividend announcements on banking stock prices in India. Indian Journal of Finance, 11(7), 50–64. https://doi.org/10.17010/ijf/2017/v11i7/116567

National Stock Exchange of India Ltd. (2020). NSE indexogram. https://www1.nseindia.com/content/indices/ind_nifty_500.pdf

Nippani, S., & Washer, K. M. (2004). SARS: A non-event for affected countries’ stock markets? Applied Financial Economics, 14(15), 1105–1110. https://doi.org/10.1080/0960310042000310579

No interest on interest lockdown loan moratorium , rules SC; refuses to extend relief. (2021, March 23). Financial Express. https://www.financialexpress.com/industry/banking-finance/no-interest-on-interest-lockdown-loan-moratorium-rules-sc-refuses-to-extend-relief/2218344/#:~:text

Pandya, I. H. (2014). Impact of the union budget on the Indian stock market. Indian Journal of Finance, 8(3), 44–57. https://doi.org/10.17010/ijf/2014/v8i3/71963

Peterson, P. P. (1989). Event studies: A review of issues and methodology. Quarterly Journal of Business and Economics, 28(3), 36–66. https://www.jstor.org/stable/40472954

Pradhan, S. K., & Kasilingam, R. (2018). Stock split announcements and their impact on shareholders’ wealth : A study on the Indian stock market. Indian Journal of Finance, 12(10), 46–61. https://doi.org/10.17010/ijf/2018/v12i10/132499

Reserve Bank of India. (2020). COVID-19 – Regulatory package. https://www.rbi.org.in/Scripts/NotificationUser.aspx?Id=11835&Mode=0

Sharma, C. (2022). Impact of India’s 2019 corporate tax cut announcement on the stock market. Indian Journal of Finance, 16(2), 24–36. https://doi.org/10.17010/ijf/2022/v16i2/162839

Shu, H.-C. (2010). Investor mood and financial markets. Journal of Economic Behavior & Organization, 76(2), 267–282. https://doi.org/10.1016/j.jebo.2010.06.004

Smith, R. D. (2006). Responding to global infectious disease outbreaks : Lessons from SARS on the role of risk perception, communication and management. Social Science & Medicine, 63(12), 3113–3123. https://doi.org/10.1016/j.socscimed.2006.08.004

Strong, N. (1992). Modelling abnormal returns: A review article. Journal of Business Finance & Accounting, 19(4), 533–553. https://doi.org/10.1111/j.1468-5957.1992.tb00643.x

Syed, A. A., Tripathi, R., & Deewan, J. (2021). Investigating the impact of the first and second waves of the COVID - 19 pandemic on the Indian stock and commodity markets : An ARDL analysis of gold, oil, and stock market prices. Indian Journal of Finance, 15(12), 8–21. https://doi.org/10.17010/ijf/2021/v15i12/167306

Zouaoui, M., Nouyrigat, G., & Beer, F. (2011). How does investor sentiment affect stock market crises? Evidence from panel data. The Financial Review, 46(4), 723–747. https://doi.org/10.1111/j.1540-6288.2011.00318.x