Affiliations 

  • 1 Department of Business Administration, Asia University, 500, Lioufeng Rd., Wufeng, Taichung, 41354, Taiwan
  • 2 Gulf University for Science & Technology, Mubarak Al-Abdullah, Kuwait
  • 3 Universiti Utara Malaysia, Sintok, Malaysia
  • 4 School of Professional Studies, Taylor's College, Taylor's Lakeside Campus, No. 1 Jalan Taylor's, 47500, Subang Jaya, Selangor, Malaysia
  • 5 Faculty of Business Administration, Van Lang University, 69/68 Dang Thuy Tram, Ward 13, Binh Thanh Dist., Ho Chi Minh City, Vietnam. [email protected]
  • 6 Thu Dau Mot University, Binh Duong, Vietnam
Environ Sci Pollut Res Int, 2022 Apr;29(19):28226-28240.
PMID: 34993822 DOI: 10.1007/s11356-021-18170-2

Abstract

This study examined the influence of tail risks on global financial markets, which aids in better understanding of the emergence of COVID-19. This study looks at the global and Vietnamese stock markets impacted by the COVID-19 pandemic to identify systemic emergencies. Risk dependent value (CoVaR) and Delta link VaR are two important tail-related risk indicators used in Conditional Bivariate Dynamic Correlation (DCC) (CoVaR). The empirical findings demonstrate that when COVID-19's worldwide spread widens, the volatility transmission of systemic risks across the global stock market and multiple exchanges shifts and becomes more relevant over time. At the time of COVID-19, the world industrial market was larger than the Vietnamese stock market, and the Vietnamese stock market posed a lesser danger to the global market. A closer examination of the link between the Vietnam value-at-risk (VaR) range index sample and the world stock index indicates a significant degree of downside risk integration in key monetary systems, particularly during the COVID-19 era. Our study findings may help regulators, politicians, and portfolio risk managers in Vietnam and worldwide during the unique moment of uncertainty created by the COVID-19 epidemic.

* Title and MeSH Headings from MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.