The correlations among COVID-19, the effect of public opinion, and the systemic risks of China's financial industries.

In this paper, we use the improved event study method to analyze the changes in the systemic risk trends of various financial sectors after the outbreak of COVID-19. The analysis is based on the daily return data of 45 Chinese financial institutions from January 2, 2019, to November 30, 2020. The improved event study method is also used to explore the horizontal, trend, and public opinion effects of the systemic risk. The empirical analysis results show that: (1) the occurrence of COVID-19 will increase the level and volatility of systemic risk in the financial industry. (2) After the outbreak of COVID-19, there is no horizontal effect in all financial industries. The banking and securities industries have significant and longer-lasting positive trend effects, and from the perspective of trend effects, in the face of external shocks, the banking industry is more stable than the securities industry. (3) After the outbreak of COVID-19, the banking and securities industries have a public opinion effect, which is gradually weakened; but there is no public opinion effect in the insurance industry. • A network public opinion index based on web crawlers and text analysis is constructed. • Improved traditional event study method using dummy variables is proposed. • The horizontal, etc. effects of the COVID-19 on the systemic financial risks are analyzed. • No horizontal effect in banking, securities, and insurance industries is found. • Banking and securities have a positive and relatively long-lasting trend effect. [ABSTRACT FROM AUTHOR]