Analysis of the Impact of the COVID-19 Pandemic on Stock Exchange Indices in Italy
DOI:
https://doi.org/10.17059/ekon.reg.2022-4-22Keywords:
coronavirus, COVID-19, Italian stock exchange indices, Italy, econometric model, mortality, correlation, stock exchange, pandemicAbstract
The present paper investigates the impact of the COVID-19 pandemic on the prices of the Italian stock exchange indices. During the pandemic, the global economy as well as financial markets suffered due to isolation and social distancing. Paired models of the dependence of the key indices of the Italian stock exchange on the number of patients, recovered and died were analysed using the least squares method. Further, various tests were performed to verify the feasibility of the Gauss-Markov conditions by applying Gretl tools: White Test for heteroskedasticity of residues, Durbin-Watson test for autocorrelation of residuals and normality of distribution of residuals. Statistically significant regression models were constructed that characterise the impact of morbidity and mortality in the Italian population during the COVID-19 pandemic on the price of 11 key stock exchange indices. Based on this, the study examined the COVID-19 pandemic period in the spring of 2020 in Italy, the results of which revealed a loss in stock returns and high volatility in stock returns during this period compared to the normal study period. The econometric model shows that COVID-19 had a negative impact on stock returns and a number of other stock market indicators in Italy. It was revealed that the number of deaths from coronavirus is statistically significantly interconnected with all key stock exchange indices.
References
AbdulAzeez, A. A. (2020). More preparedness on coronavirus disease-2019 (Сovid-19) in Nigeria. African Journal of Life Sciences, 4, 13-16.
Babeshko, L. O. (2018). Ekonometrika i ekonometricheskoe modelirovanie. Uchebnik [Econometrics and econometric modeling, High school textbook]. INFRA-M, 385. (In Russ.)
Baret, S., Celner, A., O’Reilly, M. & Shilling, M. (2020). COVID-19 potential implications for the banking and capital markets sector. Maintaining Business And Operational Resilience. Deloitte Insights, 20.
Barinov, E. (2020). Coronavirus: impact on the economy and financial markets. Putevoditel predprinimatelya [Entrepreneur’s Guide], 13(2), 111-118. (In Russ.)
Boldyrevskiy, P. B. (2017). Ekonometrika: uchebnoe posobie [Econometrics: Textbook]. KNORUS, 178. (In Russ.)
Cerami, C., Santi, G. C., Galandra, C., Dodich, A., Cappa, S. F., Vecchi, T., & Crespi, C. (2020). Covid-19 outbreak in Italy: are we ready for the psychosocial and the economic crisis? Baseline findings from the PsyCovid study. Frontiers in psychiatry, 11, 556. Retrieved from: https://psyarxiv.com/z7yuv/ (Date of access: 23.12.2020).
Daily FT. (2020). COVID — 19: The Economic Impact Simplified. Thursday, March, 2020. Retrieved from: http://www.ft.lk/columns/COVID-19-The-economic-impact-simplified/4-697725 (Date of access: 20.05.2020).
Deloach, J. (2020). How Is COVID-19 Affecting Your Financial Statements. Forbes. Retrieved from: https://www.forbes.com/sites/jimdeloach/2020/03/23/how-is-covid-19-affecting-your-financial-statements/?sh=45b27d4068c0 (Date of access: 20.05.2020).
Feng, J., Bao, Y., Wang, Y., Meng, S., Xia, J. & Zhang, Q. (2020). Coronavirus VS Market: Investment Opportunities Lies Underneath the Epidemic. Retrieved from: https://ssrn.com/abstract=3563059 (Date of access: 25.01.2021)
Gormsen N. J. & Koijen R. S. J. (2020). Coronavirus: Impact on stock prices and growth expectations. NBER Working Paper No. 27387, 45.
Guptaa, A. G., Moyera, C. A. & Stern, D. T. (2005). The Economic Impact of Quarantine: SARS in Toronto as a Case Study. Journal of Infection, 50(5), 386-393.
ICAEW Report. (2020). Deloitte Partners: COVID-19 Economic Impact Is & Severe. Retrieved from: https://www.icaew.com/insights/viewpoints-on-the-news/2020/mar-2020/deloitte-partners-covid-19-economic-impact-is-severe (Date of access: 10.05.2020).
Igwe, P. A. (2020). Coronavirus with Looming Global Health and Economic Doom. African Development Institute of research methodology, 1(1), 1-6.
Ismagilov, I. I. & Kadochnikova, E. I. (2018). Spetsialnye modeli ekonometriki v srede Gretl [Special models of econometrics in the Gretl environment]. Kazan Federal University, 91. (In Russ.)
Kilic, Y. (2020). The Effect of COVID-19 (Coronavirus) in Borsa Istanbul. Journal of Emerging Economies and Policy, 5(1), 66-77. (In Turkish)
Kremer, N. Sh. (2019). Ekonometrika, 4 izd. [Econometrics, 4th edition]. Yurayt Publishing House, 308. (In Russ.)
Larry, C. (2020). Corona virus Impact on Financial Markets. REFINITIV. Retrieved from: https://www.refinitiv.com/perspectives/market-insights/coronavirus-impact-on-financial-markets/ (Date of access: 20.05.2020).
Liu, Y., Lee, J. M. & Lee, C. (2020). The challenges and opportunities of a global health crisis: the management and business implications of COVID-19 from an Asian perspective. Asian Business & Management, 19, 277-297.
Luo, S. & Tsang, K. P. (2020). China and World Output Impact of the Hubei Lockdown during the Coronavirus Outbreak. Social Science Research Network Report, 18. Retrieved from: https://ssrn.com/abstract=3543760../../../../../../../Samet GÜRSOY/Downloads/SSRN-id3543760.pdf (Date of access: 29.03.2020).
McKibbin, W. & Fernando, R. (2020). The Global Macroeconomic Impacts of COVID-19: Seven Scenarios. CAMA working paper 19/2020, 55. Retrieved from: https://ssrn.com/abstract=3547729 (Date of access: 25.03.2020).
Okhuese, V. A. (2020). Mathematical Predictions for COVID-19 as a Global Pandemic. MedRxiv preprint, 16. Retrieved from: https://ssrn.com/abstract=3555879 (Date of access: 20.04.2020).
Omarova, N. M. & Gelmanova, Z. S. (2020). Assessing the Impact of COVID-19 on the Global Economy. In: Law, Economics and Management: From Theory to Practice (pp. 46-50). Publishing house “Sreda”. Retrieved from: https://phsreda.com/e-articles/169/Action169-75497.pdf. (Date of access: 20.01.2021). (In Russ.)
Ozili, P. K. (2020). Covid-19 pandemic and economic crisis: The Nigerian experience and structural causes. Journal of Economic and Administrative Sciences. Retrieved from: https://ssrn.com/abstract=3567419 (Date of access: 15.04.2020).
Ramelli, S. & Wagner, A. (2020). What the stock market tells us about the consequences of COVID-19. In: Mitigating the COVID Economic Crisis: Act Fast and Do Whatever It Takes (pp. 63-70). CEPR Press.
Ruiz Estrada, M. A. R., Park, D., Koutronas, E., Khan, A. & Tahir, M. (2020). The Impact of Massive Infectious and Contagious Diseases and Its Impact on the Economic Performance: The Case of Wuhan, China. Retrieved from: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3527330 (Date of access: 29.03.2020)
Ruiz Estrada, M. A., Park, D., Koutronas, E., Khan, A. & Tahir, M. (2020). The Economic Impact of Massive Infectious and Contagious Diseases: The Case of Wuhan Coronavirus. Retrieved from: https://ssrn.com/abstract=3533771 (Date of access: 02.04.2020).
S&P Global. (2020). Coronavirus: Economic & Credit Market Implications. S&P Global Special Report.
Shambaugh, J. (2020). COVID-19 and the US Economy; FAQ On The Economic Impact & Policy Response. Brookings Institute Policy Brief. Retrieved from: https://www.brookings.edu/blog/up-front/2020/03/23/covid-19-and-the-u-s-economy-faq-on-the-economic-impact-policy-response/ (Date of access: 05.04.2020).
Shikov, P. A. (2020). The fall of the domestic stock market amid the spread of the coronavirus epidemic. Meridian, 9, 553-555. (In Russ.)
Tsvetikova, T. V. (2020). State of the economy in the context of the COVID-19 pandemic. In: COVID-19 i sovremennoe obshchestvo: sotsialno-ekonomicheskie posledstviya i novye vyzovy [COVID-19 and Modern Society: Socio-Economic Impact and New Challenges] (pp. 31-34). Retrieved from: https://naukaip.ru/wp-content/uploads/2020/06/MK-813.pdf#page=31 (Date of access: 23.01.2021). (In Russ.)
Vorontsova, G. V. & Karlov, D. I. (2020). Prospects for the development of the global financial system in modern conditions. Fundamentalnye issledovaniya [Fundamental Research], 5, 45-53. Retrieved from: https://www.elibrary.ru/item.asp?id=42959601. (Date of access: 05.01.2021). (In Russ.)
Yan, H., Tu, A., Stuart, L. & Zhang, Q. (2020). Analysis of the Effect of COVID-19 on the Stock Market and Potential Investing Strategies. Retrieved from: https://ssrn.com/abstract=3563380, 1-17. (Date of access: 25.01.2021).
Zeren, F. & Hizarci, A. (2020). The impact of COVID-19 coronavirus on stock markets: evidence from selected countries. Muhasebe ve Finans İncelemeleri Dergisi [Journal of Accounting and Finance Reviews], 3(1), 78-84.
Zhang, Y., Diao, X., Chen, K. Z., Robinson, S. & Fan, S. (2020). Impact of COVID-19 on China’s macroeconomy and agri-food system — an economy-wide multiplier model analysis. China Agricultural Economic Review, 12(3), 387-407. DOI: https://doi.org/10.1108/CAER-04-2020-0063.


