首页|基于级联失效模型的国际贸易网络危机传播效应研究——以半导体为例

基于级联失效模型的国际贸易网络危机传播效应研究——以半导体为例

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当前,全球正面临复杂多变的半导体贸易环境.为识别国际贸易网络中经济危机所带来的影响,文章选择数字经济的基础-半导体作为研究对象,使用联合国商品贸易统计数据库中2019年半导体贸易数据,基于复杂网络理论构建有向加权半导体国际贸易网络,并分析其拓扑结构特征.在此基础上,采用级联失效模型,探究国际贸易网络中半导体供给危机的传播过程.研究结果表明:半导体国际贸易网络呈现小世界特征.中国和美国等中高收入经济体位于网络的中心,其在半导体贸易市场中非常活跃且具有重要的影响力.美国、意大利、韩国、荷兰、法国和日本等国一旦出现半导体供给短缺风险,通过中国引发的经济体雪崩规模极为庞大,揭示了中国在危机传播过程中发挥了重要的中介作用.当中国作为半导体危机传播源时,经过一步迭代由中国直接感染的经济体数量排名第一,凸显了中国在全球半导体贸易中的重要地位.文章的研究结果不仅有助于深入了解全球半导体国际贸易格局,拓展了半导体领域的相关研究,同时为中国半导体等高新技术产业的发展、国际贸易政策的制定和有效应对全球半导体供应链风险提供了有益的政策建议.
Research on Crisis Propagation Effect in International Trade Network Based on Cascading Failure Model:Take Semiconductors as an Example
At present,the world is facing a complex and volatile semiconductor trade environment.To identify the impact of the economic crisis on international trade net-works,this paper chooses semiconductors,the foundation of the digital economy,as the research object,and uses the semiconductor trade data of 2019 in the United Nations Commodity Trade Statistics database to build a directed weighted semicon-ductor international network based on complex network theory.Its topological struc-ture characteristics are analyzed.On this basis,the cascade failure model is used to explore the propagation process of the semiconductor supply crisis in the interna-tional trade network.The results show that the semiconductor international trade network presents the characteristics of a small world.The middle and high-income economies such as China and the United States are at the center of the network,and they are very active and have an important influence in the semiconductor trade market.Once the risk of semiconductor supply shortages arose in the United States,Italy,South Korea,the Netherlands,France,and Japan,the size of the avalanche of economies triggered through China is extremely large,revealing that China played a crucial intermediary role in the crisis transmission process.When China is the source of the semiconductor crisis propagation,the number of economies directly infected by China after one iteration is ranked first,emphasizing China's important position in the global semiconductor trade.The findings of the paper not only contribute to the in-depth understanding of the global international trade pattern of semiconductors,expanding the related research in the field of semiconductors,but also provide useful policy suggestions for the development of China's high-tech industries such as semi-conductors,the formulation of international trade policies and effective response to the risks of the global semiconductor supply chain.

Complex networkcascading failurecrisis propagationinternational trade networksemiconductors

尹潇潇、陶业伟、赵晓倩、石磊

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东北财经大学经济学院,大连 116025

云南财经大学统计与数学学院,昆明 650221

复杂网络 级联失效 危机传播 国际贸易网络 半导体

国家自然科学基金国家自然科学基金

1193101512271471

2024

系统科学与数学
中国科学院数学与系统科学研究院

系统科学与数学

CSTPCD北大核心
影响因子:0.425
ISSN:1000-0577
年,卷(期):2024.44(5)
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