The double role of GDP in shaping the structure of the International Trade Network

A. Almog, Tiziano Squartini, D. Garlaschelli
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引用次数: 14

Abstract

The International Trade Network (ITN) is the network formed by trade relationships between world countries. The complex structure of the ITN impacts important economic processes such as globalization, competitiveness, and the propagation of instabilities. Modeling the structure of the ITN in terms of simple macroeconomic quantities is therefore of paramount importance. While traditional macroeconomics has mainly used the Gravity Model to characterize the magnitude of trade volumes, modern network theory has predominantly focused on modeling the topology of the ITN. Combining these two complementary approaches is still an open problem. Here we review these approaches and emphasize the double role played by GDP in empirically determining both the existence and the volume of trade linkages. Moreover, we discuss a unified model that exploits these patterns and uses only the GDP as the relevant macroeconomic factor for reproducing both the topology and the link weights of the ITN.
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GDP在形成国际贸易网络结构中的双重作用
国际贸易网络(ITN)是世界各国之间的贸易关系所形成的网络。国际间网络的复杂结构影响着重要的经济过程,如全球化、竞争力和不稳定性的传播。因此,根据简单的宏观经济数量对国际流通网络的结构进行建模是至关重要的。传统宏观经济学主要使用引力模型来描述贸易量的大小,而现代网络理论主要侧重于对国际贸易网络的拓扑结构进行建模。将这两种互补的方法结合起来仍然是一个悬而未决的问题。在这里,我们回顾了这些方法,并强调GDP在经验上决定贸易联系的存在和数量方面所起的双重作用。此外,我们还讨论了一个统一的模型,该模型利用这些模式,仅使用GDP作为相关的宏观经济因素来再现ITN的拓扑和链路权重。
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