Revealing intrinsic communities in the international foreign direct investment networks through their backbones

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Sheng Zhu , Tong-Yu Wang , Wen-Jie Xie , Wei-Xing Zhou
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引用次数: 0

Abstract

Foreign direct investment (FDI) affects the economic development of an economy. We explore the characteristics and evolutionary patterns of intrinsic communities in the international foreign direct investment networks (iFDINs) by analyzing their backbones. Using bilateral FDI data from 2009 to 2022, we construct the iFDINs, extract their backbones, and then apply the Louvain community detection algorithm to identify communities. The evolutionary process of these communities is then analyzed over time. With the recovery from the financial crisis in 2008, the iFDIN gradually expanded, leading to the formation of several long-term stable community structures in the backbone. After 2018, however, the network began to contract, influenced by international events such as the US tax reform, the US–China trade conflict, rising investment protectionism, and the COVID-19 pandemic. As a result, several community structures in the backbone underwent fragmentation and reorganization. By extracting the intrinsic community blocks of the network, we find that most economies in the same intrinsic community block are geographically clustered. Moreover, free trade zones and economic cooperation organizations can effectively facilitate the FDI relationships between member economies. Additionally, historical and cultural ties not only reduce the transaction costs of FDI, but also enable economies to maintain stable FDI relationships across geographical boundaries.
通过主干揭示国际外商直接投资网络的内在共同体
外国直接投资(FDI)影响着一个经济体的经济发展。本文通过分析国际外商直接投资网络的骨干结构,探讨了国际外商直接投资网络内在群落的特征及其演化模式。利用2009 - 2022年的双边FDI数据,构建ifdin,提取其主干,并应用Louvain社区检测算法进行社区识别。然后随着时间的推移分析这些群落的进化过程。随着2008年金融危机的复苏,iFDIN逐渐扩大,在骨干中形成了几个长期稳定的社区结构。然而,2018年之后,受美国税改、中美贸易冲突、投资保护主义抬头、新冠肺炎疫情等国际事件的影响,该网络开始收缩。因此,主干网中若干群落结构发生了碎片化和重组。通过对网络内在社区块的提取,我们发现同一内在社区块中的大多数经济体在地理上是聚集的。此外,自由贸易区和经济合作组织可以有效地促进成员经济体之间的FDI关系。此外,历史文化纽带不仅降低了FDI的交易成本,而且使经济体能够跨越地理边界保持稳定的FDI关系。
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
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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