多层网络视角下中美股市风险溢出效应OACHSSCD
Risk Spillovers in China and U.S.Stock Markets from a Multilayer Network Perspective:An Empirical Analysis based on Generalized Forecast Error Variance Decomposition
依据2012-2024年中美股市11个一级行业数据,采用广义预测误差方差分解法构建多层网络模型,测度两国股市的风险溢出效应并识别关键传导路径.结果显示:风险溢出效应在新冠疫情、地缘冲突等全球性外部冲击下显著增强,在中美贸易摩擦这类双边经济争端中趋于减弱;风险溢出度呈现内外分布不均衡特征,国内溢出效应显著强于跨国溢出,跨国风险溢出平均强度仅为国内溢出的17.7%;跨国风险溢出行业异质性明显,中国工业、金融及原材料行业是对美净溢出的主要贡献者,美国工业、非日常生活消费品及原材料行业则是对华净溢出主要来源.鉴于此,应构建"跨国溢出—国内溢出"多级行业风险预警体系,精准防控高敏感行业的境外金融风险,增强金融体系韧性与稳定性.
Based on the weekly closing prices of 11 Sectors in both the Chinese and U.S.stock markets from 2012 to 2024,we construct a multilayer network model using the generalized fore-cast error variance decomposition model to quantify risk spillover effects and identify critical transmission pathways between these two markets.The result shows that risk spillover effects intensified significantly under global external shocks such as the COVID-19 pandemic and geopo-litical conflicts,whereas they weakened during bilateral economic disputes like the Sino-U.S.trade friction;the distribution of risk spillovers exhibits asymmetric characteristics,whereby in-tralayer spillovers significantly exceed interlayer spillovers-the average intensity of the latter is only 17.7%of the former;and interlayer risk spillovers demonstrate heterogeneity at the sector-level:China's Industrials,Finance,and Materials sectors dominate the net interlayer spillovers from China to the U.S.,while U.S.Industrials,Consumer Discretionary,and Materials sectors act as the primary interlayer risk transmitters of the reverse direction.Consequently,targeted monitoring of international risk spillovers should be enhanced for pivotal sectors(e.g.,Industri-als and Finance)to bolster the resilience and stability of the financial system.
王纲金;欧阳英博
湖南大学工商管理学院,湖南长沙 410082||产业数智金融湖南省哲学社会科学重点实验室,湖南长沙 410082湖南大学工商管理学院,湖南长沙 410082
管理科学
中美股市风险溢出多层网络广义预测误差方差分解
China and U.S.stock marketsrisk spillovermultilayer networkGFEVD
《财经理论与实践》 2026 (4)
61-68,8
国家自然科学基金项目(72271087)国家社会科学基金重大项目(24&ZD090)
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