Li Hailing, Pei Xiaoyun, Zhang Hua
Business School, Hunan Agricultural University, Changsha, China.
Institute of Metal Resources Strategy, Central South University, Changsha, China.
Risk Anal. 2025 Jul;45(7):1662-1682. doi: 10.1111/risa.17687. Epub 2024 Dec 11.
In recent years, "black swan" events have increasingly occurred across climate, epidemics, geopolitics, and economics, leading to a gradual coupling of different types of risk. Different from isolated shocks as a single type of risk affecting a specific industry, a nexus of risks allows one risk area to quickly relate to others, resulting in more catastrophic impacts. Utilizing an integrated framework, we investigate the contagion effects among climate policy uncertainty, the infectious disease equity market volatility tracker, geopolitical risk, and economic policy uncertainty using volatility, skewness, and kurtosis as risk measures. The results indicate that: (1) The contagion effect of different types of risk increases with higher order risk measures, suggesting that more extreme events are more likely to be contagious across domains. (2) Approximately two-thirds of risk contagion occurs contemporaneously, while about one-third occurs with a lag, indicating that risk contagion combines both immediacy and continuity. (3) Risk contagion exhibits significant time-varying and heterogeneous characteristics. Our study elucidates the inherent contagion characteristics between different types of risk, transforming the understanding of risk from a one-dimensional to a multidimensional perspective. This underscores that risk management should not be confined to a single domain; it is crucial to consider the potential impacts of risks from other industries on one's own.
近年来,“黑天鹅”事件在气候、流行病、地缘政治和经济等领域愈发频繁地发生,导致不同类型的风险逐渐相互关联。与单一类型风险影响特定行业的孤立冲击不同,风险关联使得一个风险领域能够迅速与其他领域产生联系,从而造成更具灾难性的影响。我们运用一个综合框架,以波动率、偏度和峰度作为风险度量指标,研究气候政策不确定性、传染病股票市场波动追踪指标、地缘政治风险和经济政策不确定性之间的传染效应。结果表明:(1)不同类型风险的传染效应随着高阶风险度量指标的增加而增强,这表明更极端的事件在不同领域之间更有可能具有传染性。(2)大约三分之二的风险传染是同步发生的,而约三分之一是滞后发生的,这表明风险传染兼具即时性和连续性。(3)风险传染呈现出显著的时变和异质性特征。我们的研究阐明了不同类型风险之间内在的传染特征,将对风险的理解从一维视角转变为多维视角。这强调风险管理不应局限于单一领域;考虑其他行业风险对自身的潜在影响至关重要。