Post-Mortem Examination of the International Financial Network

Matteo Chinazzi, G. Fagiolo, Javier Reyes, S. Schiavo
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引用次数: 126

Abstract

As the recent crisis has forcefully suggested, understanding financial-market interconnectedness is of a paramount importance to explain systemic risk, stability and economic dynamics. In this paper, we address these issues along two related perspectives. First, we explore the statistical properties of the International Financial Network (IFN), defined as a weighted-directed graph where nodes are countries and links represent debtor–creditor relationships in equities and short/long-run debt. We investigate whether the 2008 financial crisis has resulted in a significant change in the topological properties of the IFN. Our findings suggest that the crisis caused not only a reduction in the amount of securities traded, but also induced changes in the topology of the network and in the time evolution of its statistical properties. This has happened, however, without changing the disassortative, core-periphery structure of the IFN architecture. Second, we perform an econometric study to examine the ability of network-based measures to explain cross-country differences in crisis intensity. We investigate whether the conclusion of previous studies showing that international connectedness is not a relevant predictor of crisis intensity may be reversed, once one explicitly accounts for the position of each country within the IFN. We show that higher interconnectedness reduces the severity of the crisis, as it allows adverse shocks to dissipate quicker. However, being central in the network may make countries that are not members of a rich club more vulnerable in times of crisis. Finally, we find strong evidence of nonlinear effects, once the high degree of heterogeneity that characterizes the IFN is taken into account.
国际金融网络的事后检讨
正如最近的危机有力地表明的那样,理解金融市场的相互联系对于解释系统性风险、稳定性和经济动态至关重要。在本文中,我们从两个相关的角度来解决这些问题。首先,我们探讨了国际金融网络(IFN)的统计特性,IFN被定义为一个加权有向图,其中节点是国家,链接代表股票和短期/长期债务中的债务人-债权人关系。我们调查了2008年金融危机是否导致了IFN拓扑特性的显著变化。我们的研究结果表明,危机不仅导致了证券交易量的减少,而且还引起了网络拓扑结构的变化及其统计性质的时间演变。然而,这种情况已经发生了,并没有改变IFN架构的非分类、核心-外围结构。其次,我们进行了一项计量经济学研究,以检验基于网络的措施解释危机强度的跨国差异的能力。一旦明确考虑到每个国家在IFN中的位置,我们将调查先前研究表明国际联系不是危机强度的相关预测因素的结论是否可能被逆转。我们表明,更高的互联性降低了危机的严重程度,因为它允许不利冲击更快地消散。然而,在这个网络中处于中心位置,可能会使那些不是富裕俱乐部成员的国家在危机时期更加脆弱。最后,我们发现了非线性效应的有力证据,一旦考虑到IFN特征的高度异质性。
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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