加密货币波动对非洲五大金融体系稳定性的影响

IF 6.9 1区 经济学 Q1 BUSINESS, FINANCE Financial Innovation Pub Date : 2024-01-27 DOI:10.1186/s40854-023-00580-5
Tonuchi E. Joseph, Atif Jahanger, Joshua Chukwuma Onwe, Daniel Balsalobre-Lorente
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引用次数: 0

摘要

本研究考察了非洲五大国家加密货币和传统金融市场之间的相互联系和波动相关性,解决了人们对潜在溢出效应的担忧,特别是加密货币市场的高波动性和缺乏监管的问题。研究采用了对角 BEKK-GARCH 和 DCC-GARCH 两种方法来分析两个市场之间是否存在溢出效应和相关性。研究采用了 2017 年 1 月 1 日至 2021 年 12 月 31 日的每日时间序列数据集来分析传染效应。我们的研究结果表明,加密货币对非洲传统金融市场有明显的溢出效应;然而,溢出效应的百分比仍然较低,但在不断增长。具体来说,至少在短期内,没有足够的证据表明加密货币对埃及和摩洛哥的金融市场产生了溢出效应。南非、尼日利亚和肯尼亚的证据表明,加密货币对金融市场的溢出效应适中,但在不断增长。同样,我们没有发现非洲金融市场对加密货币市场产生溢出效应的证据。DCC-GARCH 的条件相关性结果显示,加密货币的波动性与非洲金融市场之间存在中低度的正相关性。具体而言,DCC-GARCH 显示两个市场的融合度更高,尤其是在长期。研究结果对金融监管机构了解两个市场的动态,以及对有意在两个市场内实现投资组合多样化的投资者具有政策意义。
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The implication of cryptocurrency volatility on five largest African financial system stability
This study examined the interconnectedness and volatility correlation between cryptocurrency and traditional financial markets in the five largest African countries, addressing concerns about potential spillover effects, especially the high volatility and lack of regulation in the cryptocurrency market. The study employed both diagonal BEKK-GARCH and DCC-GARCH to analyze the existence of spillover effects and correlation between both markets. A daily time series dataset from January 1, 2017, to December 31, 2021, was employed to analyze the contagion effect. Our findings reveal a significant spillover effect from cryptocurrency to the African traditional financial market; however, the percentage spillover effect is still low but growing. Specifically, evidence is insufficient to suggest a spillover effect from cryptocurrency to Egypt and Morocco’s financial markets, at least in the short run. Evidence in South Africa, Nigeria, and Kenya indicates a moderate but growing spillover effect from cryptocurrency to the financial market. Similarly, we found no evidence of a spillover effect from the African financial market to the cryptocurrency market. The conditional correlation result from the DCC-GARCH revealed a positive low to moderate correlation between cryptocurrency volatility and the African financial market. Specifically, the DCC-GARCH revealed a greater integration in both markets, especially in the long run. The findings have policy implications for financial regulators concerning the dynamics of both markets and for investors interested in portfolio diversification within the two markets.
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来源期刊
Financial Innovation
Financial Innovation Economics, Econometrics and Finance-Finance
CiteScore
11.40
自引率
11.90%
发文量
95
审稿时长
5 weeks
期刊介绍: Financial Innovation (FIN), a Springer OA journal sponsored by Southwestern University of Finance and Economics, serves as a global academic platform for sharing research findings in all aspects of financial innovation during the electronic business era. It facilitates interactions among researchers, policymakers, and practitioners, focusing on new financial instruments, technologies, markets, and institutions. Emphasizing emerging financial products enabled by disruptive technologies, FIN publishes high-quality academic and practical papers. The journal is peer-reviewed, indexed in SSCI, Scopus, Google Scholar, CNKI, CQVIP, and more.
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