The impact of the SARS-CoV-2 pandemic on financial markets: a seismologic approach

被引:13
作者
Spelta, Alessandro [1 ]
Pecora, Nicolo [2 ]
Flori, Andrea [3 ]
Giudici, Paolo [1 ]
机构
[1] Univ Pavia, Dept Econ & Management, Via San Felice 5, I-27100 Pavia, Italy
[2] Catholic Univ, Dept Econ & Social Sci, Via Emilia Parmense 84, I-29122 Piacenza, Italy
[3] Politecn Milan, Dept Management Econ & Ind Engn, Via Lambruschini 4-B, I-20156 Milan, Italy
关键词
SARS covid-2; Financial markets; Omori law; Agent-based modeling; HETEROGENEOUS BELIEFS; DYNAMICS; BEHAVIOR; AFTERSHOCKS; EXCHANGE; CRISIS; MODEL; RISK;
D O I
10.1007/s10479-021-04115-y
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This work investigates financial volatility cascades generated by SARS-CoV-2 related news using concepts developed in the field of seismology. We analyze the impact of socio-economic and political announcements, as well as of financial stimulus disclosures, on the reference stock markets of the United States, United Kingdom, Spain, France, Germany and Italy. We quantify market efficiency in processing SARS-CoV-2 related news by means of the observed Omori power-law exponents and we relate these empirical regularities to investors' behavior through the lens of a stylized Agent-Based financial market model. The analysis reveals that financial markets may underreact to the announcements by taking a finite time to re-adjust prices, thus moving against the efficient market hypothesis. We observe that this empirical regularity can be related to the speculative behavior of market participants, whose willingness to switch toward better performing investment strategies, as well as their degree of reactivity to price trend or mispricing, can induce long-lasting volatility cascades.
引用
收藏
页码:639 / 664
页数:26
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