Abstract
Abstract. The Covid-19 pandemic raised a few issues concerning how market participants react to a global pandemic. The pandemic was a black swan event on some levels; there had been few pandemics that have had such a global impact: the Spanish Flu of the late 1910s and 1957 influenza. Moreover, global interconnection means that the Covid-19 pandemic was able to spread across the globe quickly, thus indicating that extreme measures were needed to bring it under control. The policies taken by governments around the world had a significant adverse impact on the economy. It is with these factors in mind that we research the psychology of the market participants during the pandemic. Conversely, we introduce a new model of behaviour during uncertainty, which explains how market participants react during crises such as the Covid-19 pandemic. The model analyses the psychological issues, both emotional and cognitive, influencing the pandemic. We found that like any other crises, market participant reacted to government actions and announcements and the impact on the economy. Therefore, leading to the old issue of miscommunication and insufficient actions.
Keywords. Behavioural economics, COVID-19, Emotions, Cognitive, Pandemic, Economic crisis.
JEL. D81, D91, E71, G01, G41, H11, I18, Z18.References
Abay, K.A., Tafere, K., & Woldemichael, A. (2020). Winners and losers from COVID-19 global evidence from google search. Policy Research Working Paper. Washington DC, USA. [Retrieved from].
Ackert, L.F., Church, B.K., & Deaves, R. (2003). Emotion and financial markets. Federal Reserve Bank of Atlanta Economic Review, 88(2), 33-41.
Afelt, A., Frutos, R., & Devaux, C. (2018). Bats, coronaviruses, and deforestation: Toward the emergence of novel infectious diseases? Frontiers in Microbiology, 9(APR), 1–5. doi. 10.3389/fmicb.2018.00702
Aizenman, J., & Noy, I. (2015). Saving and the long shadow of macroeconomic shocks. Journal of Macroeconomics, 46, 147–159. doi. 10.1016/j.jmacro.2015.08.007
Albulescu, C. (2020). Coronavirus and financial volatility: 40 days of fasting and fear. SSRN Electronic Journal, pp.1–7. [Retrieved from].
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, p.100341. doi. 10.1016/j.jbef.2020.100341
Anoushiravani, A.A., O’Connor, C.M., DiCaprio, M.R., & Iorio, R. (2020). Economic impacts of the COVID-19 Crisis. Journal of Bone and Joint Surgery, 102, 937–941. doi. 10.2106/JBJS.20.00557
Arellano, M., Blundell, R., & Bonhomme, S. (2017). Earnings and consumption dynamics: A nonlinear panel data framework. Econometrica, 85(3), 693–734. doi. 10.3982/ECTA13795
Ashraf, B.N. (2020). Stock markets’ reaction to COVID-19: Cases or fatalities? Research in International Business and Finance, 54, p.101249. doi. 10.1016/j.ribaf.2020.101249
Auchincloss, E.L., & Samberg, E. (2012). Psychoanalytic Terms & Concepts. New Haven, Connecticut, USA: Yale University Press.
Bailey, E.S., Fieldhouse, J.K., Choi, J.Y., & Gray, G.C. (2018). A mini review of the zoonotic threat potential of influenza viruses, coronaviruses, adenoviruses, and enteroviruses. Frontiers in Public Health, 6(April), 1–7. doi. 10.3389/fpubh.2018.00104
Baker, H.K., & Ricciardi, V. (2014). How biases affect investor behaviour? The European Financial Review, February-M, 7–10.
Baker, S.R., Bloom, N., Davis, S.J., Kost, K.J., Sammon, M.C., & Tasaneeya, V. (2020a). The unprecedented stock market impact of Covid-19. NBER Working Paper. No.26945. doi. 10.3386/w26945
Baker, S.R., Bloom, N., Davis, S.J., & Terry, S.J. (2020b). Covid-induced Economic Uncertainty. NBER Working Paper. No.26983. doi. 10.3386/w26983
Barberis, N. (2013a). Psychology and the financial crisis of 2007–2008. In: M. Haliassos, (ed.), Financial Innovation: Too Much or Too Little. (pp.15-28), Cambridge, Massachusetts: The MIT Press. [Retrieved from].
Barberis, N., Shleifer, A., & Vishny, R. (1998). A model of investor sentiment. Journal of Financial Economics, 49(3), 307-343. doi. 10.1016/S0304-405X(98)00027-0
Barberis, N.C. (2013b). Thirty years of prospect theory in economics: A review and assessment. Journal of Economic Perspectives, 27(1), 173–196. doi. 10.1257/jep.27.1.173
Barlevy, G. (2007). Economic theory and asset bubbles. Economic Perspectives, 31(3), 44–59.
Bevington, M., Huang, H., Menon, A., Portes, J., Rutter, J., & Sampson, T. (2019). The Economic Impact of Boris Johnson’s Brexit Proposals. Analyses and Briefings. CEP BREXIT Analysis. London, UK. [Retrieved from].
Bikhchandani, S., & Sharma, S. (2000). Herd behavior in financial markets. IMF Staff Papers, 47(3), 279–310. [Retrieved from].
Birz, G., & Lott, J.R. (2011). The effect of macroeconomic news on stock returns: New evidence from newspaper coverage. Journal of Banking and Finance, 35(11), 2791–2800. doi. 10.1016/j.jbankfin.2011.03.006
Blanchard, O., & Watson, M. (1982). Bubbles, rational expectations and financial markets. NBER Working Paper. No.0945. doi. 10.3386/w0945
Blinder, A.S. (2010). Quantitative easing: Entrance and exit strategies. Federal Reserve Bank of St. Louis Review, 92(6), 465–479.
Brodeur, A., Clark, A.E., Fleche, S., & Powdthavee, N. (2020). COVID-19, Lockdowns and well-being : Evidence from google trends. Discussion Papers. [Retrieved from].
Chen, N.-F., Roll, R., & Ross, S. (1986). Economic forces and the stock market. Journal of Business, 59(3), 383-403. doi. 10.1086/296344
Coburn, B.J., Wagner, B.G., & Blower, S. (2009). Modeling influenza epidemics and pandemics: Insights into the future of swine flu (H1N1). BMC Medicine, 7, 1–8.
Corbet, S., Larkin, C.J., & Lucey, B.M. (2020). The contagion effects of the COVID-19 pandemic: Evidence from gold and cryptocurrencies. SSRN Electronic Journal. [Retrieved from].
Cowper, A. (2020). Covid-19: are we getting the communications right? BMJ, 368(March), p.m919. doi. 10.1136/bmj.m919
De Bondt, W. (2000). The psychology of underreaction and overreaction in world equity markets. In: D.B. Keim & W.T. Ziemba, (eds.), Security Market Imperfections in World Wide Equity Markets. (pp.65-89), Cambridge: Cambridge University Press. [Retrieved from].
Edwards, W. (1982). Conservatism in human information processing. In: D. Kahneman, P. Slovic and A. Tversky, eds. Judgment under Uncertainty. (pp.359-369), Cambridge, UK: Cambridge University Press. [Retrieved from].
Ellsberg, D., 1961. Risk, Ambiguity, and the Savage Axioms. The Quarterly Journal of Economics, 75(4), 643-669. doi. 10.2307/1884324
El Zowalaty, M.E., & Järhult, J.D. (2020). From SARS to COVID-19: A previously unknown SARS- related coronavirus (SARS-CoV-2) of pandemic potential infecting humans – Call for a One Health approach. One Health, 9(February), p.100124. doi. 10.1016/j.onehlt.2020.100124
Engle, R.F., & Lee, G.G.J. (1999). A long-run and short-run component model of stock return volatility. In: R.F. Engle & H. White, (eds.), Cointegration, Causality and Forecasting—A Festschrift in Honour of Clive W.J. Granger. (pp.475-497), Oxford, UK: Oxford University Press.
Fakhry, B. (2018). Impact of the Crises on the Efficiency of the Financial Market. Istanbul, Turkey: KSP Books.
Fakhry, B., Aktan, B., Masood, O., Tvaronaviciene, M., & Celik, S. (2018). The impact of a recent natural disaster on the Japanese financial markets: Empirical evidence. Journal of Competitiveness, 10(2), 56–71. doi. 10.7441/joc.2018.02.04
Fama, E.F. (1965). Random walks in stock market prices. Financial Analysts Journal, 21(5), 55–59. doi. 10.2469/faj.v21.n5.55
Feldstein, M. (2009). Rethinking the role of fiscal policy. American Economic Review, 99(2), 556–559. doi. 10.1257/aer.99.2.556
Fernandes, N. (2020). Economic effects of coronavirus outbreak (COVID-19) on the world economy. SSRN Electronic Journal. [Retrieved from].
Festinger, L. (1962). Cognitive dissonance. Scientific American, 207(4), 93–106. doi. 10.1038/scientificamerican1062-93
Finucane, M.L., Alhakami, A., Slovic, P., & Johnson, S.M. (2000). The affect heuristic in judgments of risks and benefits. Journal of Behavioral Decision Making, 13(1), 1–17. doi. 10.1002/(SICI)1099-0771(200001/03)13:1%3C1::AID-BDM333%3E3.0.CO;2-S
Fischhoff, B., & Beyth, R. (1975). ‘I knew it would happen’ remembered probabilities of once-future things. Organizational Behavior and Human Performance, 13(1), 1–16. doi. 10.1016/0030-5073(75)90002-1
Friedman, M. (1957). A Theory of the Consumption Function. Princeton, New Jersey, USA: Princeton University Press.
Genschel, P., & Jachtenfuchs, M. (2018). From market integration to core state powers: The Eurozone crisis, the refugee crisis and integration theory. Journal of Common Market Studies, 56(1), 178–196. doi. 10.1111/jcms.12654
Gigerenzer, G. (2008). Why heuristics work. Perspectives on Psychological Science, 3(1), 20–29. doi. 10.1111/j.1745-6916.2008.00058.x
Griffin, D., & Tversky, A. (1992). The weighing of evidence and the determinants of overconfidence. Cognitive Psychology, 24(3), 411–435. doi. 10.1016/0010-0285(92)90013-R
Hale, T., Petherick, A., Phillips, T., & Webster, S. (2020). Variation in government responses to COVID-19. BSG Working Paper Series. Oxford, UK. [Retrieved from].
Hantzsche, A., Kara, A., & Young, G. (2018). The Economic Effects of the Government’s Proposed Brexit Deal. London, UK. [Retrieved from].
Hantzsche, A., & Young, G. (2020). Prospects for the UK economy. National Institute Economic Review, 251, F4–F34. doi. 10.1017/nie.2020.11
Heath, C., & Tversky, A. (1991). Preference and belief: Ambiguity and competence in choice under uncertainty. Journal of Risk and Uncertainty, 4(1), 5–28. doi. 10.1007/BF00057884
Hunter, D.J. (2020). Covid-19 and the stiff upper lip — The pandemic response in the United Kingdom. New England Journal of Medicine, 382(e31). doi. 10.1056/NEJMp2005755
Huo, X., & Qiu, Z. (2020). How does China’s stock market react to the announcement of the COVID-19 pandemic lockdown? Economic and Political Studies, 0(0), 1–26. doi. 10.1080/20954816.2020.1780695
Iacobucci, G. (2020). Covid-19: UK lockdown is ‘crucial’ to saving lives, say doctors and scientists. BMJ (Clinical research ed.), 368(March), 1024. doi. 10.1136/bmj.m1204
Jappelli, T., & Pistaferri, L. (2010). The consumption response to income changes. Annual Review of Economics, 2(1), 479–506. doi. 10.1146/annurev.economics.050708.142933
Jones, E., Kelemen, R.D., & Meunier, S. (2016). Failing forward? The Euro crisis and the incomplete nature of European integration. Comparative Political Studies, 49(7), 1010-1034. doi. 10.1177/0010414015617966
Kahneman, D., & Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2), 263–292. doi. 10.2307/1914185
Keynes, J.M. (1923). A Tract on Monetary Reform. London, UK: Macmillan and Co.
Keynes, J.M. (1936). The General Theory of Employment, Interest, and Money. Cham, Switzerland: Springer International Publishing. doi. 10.1007/978-3-319-70344-2
Knight, F.H. (1921). Risk, Uncertainty, and Profit. Chicago, Illinois, USA: University of Chicago Press.
Kucharski, A.J., Russell, T.W., Diamond, C., Liu, Y., Edmunds, J., Funk, S., Eggo, R.M., Sun, F., Jit, M., Munday, J.D., Davies, N., Gimma, A., van Zandvoort, K., Gibbs, H., Hellewell, J., Jarvis, C.I., Clifford, S., Quilty, B.J., Bosse, N.I., Abbott, S., Klepac, P., & Flasche, S. (2020). Early dynamics of transmission and control of COVID-19: a mathematical modelling study. The Lancet Infectious Diseases, 20(5), 553–558. doi. 10.1016/S1473-3099(20)30144-4
Leland, H.E. (1968). Saving and uncertainty: The precautionary demand for saving. The Quarterly Journal of Economics, 82(3), 465–473. doi. 10.2307/1879518
Levell, P., Menon, A., Portes, J. & Sampson, T., 2018. The Economic Consequences of the Brexit Vote. Analyses and Briefings. Cep Brexit Analysis. London, UK.
Li, K.K. (2020). How does the COVID-19 outbreak affect people’s expectation about the macroeconomy? SSRN Electronic Journal. [Retrieved from].
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. doi. 10.3390/ijerph17082800
Lopes, L.L. (1987). Between hope and fear: The psychology of risk. Advances in Experimental Social Psychology, 20, 255–295. doi. 10.1016/S0065-2601(08)60416-5
Lord, C.G., Ross, L., & Lepper, M.R. (1979). Biased assimilation and attitude polarization: The effects of prior theories on subsequently considered evidence. Journal of Personality and Social Psychology, 37(11), 2098–2109. doi. 10.1037/0022-3514.37.11.2098
Mahase, E. (2020). Covid-19: UK starts social distancing after new model points to 260 000 potential deaths. BMJ (Clinical research ed.), 368(March), p.m1089. doi. 10.1136/bmj.m1089
Malkiel, B.G. (1962). Expectations, bond prices, and the term structure of interest rates. The Quarterly Journal of Economics, 76(2), 197–218. doi. 10.2307/1880816
Mallard, G. (2016). Bounded Rationality and Behavioural Economics. Abingdon, UK: Routledge.
Malley, J., & Moutos, T. (1996). Unemployment and consumption. Oxford Economic Papers, 48(4), 584–600. doi. 10.1093/oxfordjournals.oep.a028586
McKibbin, W.J., & Fernando, R. (2020). The Global Macroeconomic Impacts of COVID-19: Seven Scenarios. SSRN Electronic Journal. [Retrieved from].
Miller, D.T., & Ross, M. (1975). Self-serving biases in the attribution of causality: Fact or fiction? Psychological Bulletin, 82(2), 213–225. doi. 10.1037/h0076486
Mishkin, F.S. (2009). Is monetary policy effective during financial crises? American Economic Review, 99(2), 573–577. doi. 10.1257/aer.99.2.573
Ozili, P.K., & Arun, T. (2020). Spillover of COVID-19: Impact on the Global Economy. SSRN Electronic Journal. [Retrieved from].
Pastor, L., & Stambaugh, R.F. (2012). Are stocks really less volatile in the long run? The Journal of Finance, 67(2), 431–478. doi. 10.1111/j.1540-6261.2012.01722.x
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. doi. 10.1080/1540496X.2020.1784719
Ramelli, S., & Wagner, A.F. (2020). Feverish Stock Price Reactions to COVID-19. Research Paper Series. Zurich, Switzerland.
Rothan, H.A., & Byrareddy, S.N. (2020). The epidemiology and pathogenesis of coronavirus disease (COVID-19) outbreak. Journal of Autoimmunity, 109(February), 102433. doi. 10.1016/j.jaut.2020.102433
Sandmo, A. (1970). The effect of uncertainty on saving decisions. The Review of Economic Studies, 37(3), 353–360. doi. 10.2307/2296725
Shefrin, H., & Statman, M. (1985). The disposition to sell winners too early and ride losers too long: Theory and evidence. The Journal of Finance, 40(3), 777–790. doi. 10.1111/j.1540-6261.1985.tb05002.x
Shefrin, H., & Statman, M. (2000). Behavioral portfolio theory. The Journal of Financial and Quantitative Analysis, 35(2), 127-151. doi. 10.2307/2676187
Sibony, A.-L. (2020). The UK COVID-19 response: A behavioural irony? European Journal of Risk Regulation, (March), 11(2), 350-357. doi. 10.1017/err.2020.22
Simon, H.A. (1972). Theories of bounded rationality. In: C.B. McGuire & R. Radner, (eds.), Decision and Organization. (pp.161-176), Amsterdam, the Netherlands: North-Holland.
Smales, L.A. (2015). Time-variation in the impact of news sentiment. International Review of Financial Analysis, 37, 40–50. doi. 10.1016/j.irfa.2014.11.019
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. doi. 10.1016/j.ijsu.2020.02.034
Spilimbergo, A., Symansky, S., Blanchard, O., & Cottarelli, C. (2011). Fiscal policy for the crisis. In: R.W. Kolb, (ed.), Lessons from the Financial Crisis: Causes, Consequences, and Our Economic Future. (pp.587-594), Hoboken, NJ, USA: John Wiley & Sons, Inc.
Taleb, N.N. (2008). The Black Swan: The Impact of the Highly Improbable. London, UK: Penguin Group.
Taylor, J.B. (2009). The financial crisis and the policy responses: An empirical analysis of what went wrong. NBER Working Paper. No.14631. doi. 10.3386/w14631
Thaler, R.H. (2016). MISBEHAVING: The Making of Behavioural Economics. 01 ed. New York, NY, USA: Penguin.
Thompson, S.C. (1999). Illusions of control: How we overestimate our personal influence. Current Directions in Psychological Science, 8(6), 187–190. doi. 10.1111/1467-8721.00044
Thornton, J. (2020). Covid-19: A&E visits in England fall by 25% in week after lockdown. BMJ (Clinical research ed.), 369(April), p.m1401. doi. 10.1136/bmj.m1401
Tobin, J. (1971). Essays in Economics Volume 1: Macroeconomics. New York, NY, USA: North Holland.
Tversky, A., & Kahneman, D. (1973). Availability: A heuristic for judging frequency and probability. Cognitive Psychology, 5(2), 207–232. doi. 10.1016/0010-0285(73)90033-9
Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases. Science, 185(4157), 1124–1131. doi. 10.1126/science.185.4157.1124
Tversky, A., & Kahneman, D. (1992). Advances in prospect theory: Cumulative representation of uncertainty. Journal of Risk and Uncertainty, 5(4), 297–323. doi. 10.1007/BF00122574
von Neumann, J., & Morgenstern, O. (1944). Theory of Games and Economic Behavior. 1st ed. Princeton, New Jersey, USA: Princeton University Press.
Wason, P.C. (1960). On the failure to eliminate hypotheses in a conceptual task. Quarterly Journal of Experimental Psychology, 12(3), 129–140. doi. 10.1080/17470216008416717
Watkins, J. (2020). Preventing a covid-19 pandemic. The BMJ, 368(February), 1–2. doi. 10.1136/bmj.m810
Wren-Lewis, S. (2020). The economic effects of a pandemic. In: R. Baldwin & B.W. di Mauro, (eds.), Economics in the Time of COVID-19. (pp.109-112), London, UK: CEPR Press.
Yarovaya, L., Matkovskyy, R., & Jalan, A. (2020). The effects of a ‘black swan’ event (COVID-19) on herding behavior in cryptocurrency markets: Evidence from cryptocurrency USD, EUR, JPY and KRW markets. SSRN Electronic Journal. [Retrieved from].
Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVID-19. Finance Research Letters, (April), p.101528. doi. 10.1016/j.frl.2020.101528
Zumla, A., Chan, J.F.W., Azhar, E.I., Hui, D.S.C., & Yuen, K.Y. (2016). Coronaviruses-drug discovery and therapeutic options. Nature Reviews Drug Discovery, 15(5), 327–347. doi. 10.1038/nrd.2015.37