第四次工业革命资产与商品期货之间的时频不对称风险溢出:经济政策的不确定性是驱动因素吗?

IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Global Finance Journal Pub Date : 2025-03-01 Epub Date: 2025-01-11 DOI:10.1016/j.gfj.2025.101076
Xianfang Su , Yachao Zhao
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引用次数: 0

摘要

本研究利用时变参数向量自回归连接性方法考察了第四次工业革命资产与商品期货之间的非对称时频风险溢出。结果表明,金融科技股、人工智能股和区块链股是能源、金属和农业期货溢出效应的净传播者。此外,溢出效应是不对称的,由坏消息引发的溢出效应主导了好消息引发的溢出效应。此外,与中长期相比,短期内的风险溢出效应极其强烈。进一步的动态分析表明,2019冠状病毒病大流行的爆发和俄罗斯-乌克兰冲突大大加剧了风险溢出效应。最后,研究发现,经济政策不确定性对非对称时频溢出效应具有显著的正向影响,表明其是溢出效应的驱动因素。这些发现对投资者和政策制定者具有重要意义。
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Asymmetric time-frequency risk spillovers between the Fourth Industrial Revolution assets and commodity futures: Is economic policy uncertainty a driving factor?
This study examines the asymmetric time-frequency risk spillovers between the Fourth Industrial Revolution assets and commodity futures by utilizing a time-varying parameter vector autoregressive connectedness approach. The results indicate that financial technology stocks, artificial intelligence stocks, and blockchain stocks are net transmitters of spillovers in relation to energy, metal, and agriculture futures. Moreover, the spillover effect is asymmetric, with spillovers triggered by bad news dominating those sourced from good news. Also, risk spillovers are exceedingly intense in the short term in comparison with the medium term and long term. Further dynamic analyses show that the outbreak of the COVID-19 pandemic and the Russia-Ukraine conflict substantially enhanced risk spillovers. Finally, this study finds that economic policy uncertainty has a significantly positive impact on the asymmetric time-frequency spillover effects, indicating its role as a driving factor of spillover effects. These findings have great significance for investors and policymakers.
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来源期刊
Global Finance Journal
Global Finance Journal BUSINESS, FINANCE-
CiteScore
7.30
自引率
13.50%
发文量
106
审稿时长
53 days
期刊介绍: Global Finance Journal provides a forum for the exchange of ideas and techniques among academicians and practitioners and, thereby, advances applied research in global financial management. Global Finance Journal publishes original, creative, scholarly research that integrates theory and practice and addresses a readership in both business and academia. Articles reflecting pragmatic research are sought in areas such as financial management, investment, banking and financial services, accounting, and taxation. Global Finance Journal welcomes contributions from scholars in both the business and academic community and encourages collaborative research from this broad base worldwide.
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