Contagious risk: Nexus of risk in climate, epidemic, geopolitics, and economic.

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Risk Analysis Pub Date : 2024-12-11 DOI:10.1111/risa.17687
Hailing Li, Xiaoyun Pei, Hua Zhang
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Abstract

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.

传染性风险:气候、流行病、地缘政治和经济风险的联系。
近年来,“黑天鹅”事件越来越多地发生在气候、流行病、地缘政治和经济领域,导致不同类型的风险逐渐耦合。不同于影响特定行业的单一类型风险的孤立冲击,风险联系使一个风险领域能够迅速与其他风险领域联系起来,从而产生更具灾难性的影响。本文利用一个综合框架,以波动性、偏度和峰度作为风险度量,研究了气候政策不确定性、传染病股票市场波动跟踪器、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风险测度的阶数越高而增强,表明越极端的事件越有可能跨域传染。(2)约三分之二的风险传染是同时发生的,约三分之一的风险传染是滞后发生的,表明风险传染既有即时性又有连续性。(3)风险传染具有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的内在传染特征,将对风险的理解从一维转变为多维视角。这强调了风险管理不应局限于单一领域;考虑来自其他行业的风险对自己的潜在影响是至关重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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