物联网产业环境的发展:来自中国的证据

The Development of an Industry Environment for the Internet of Things: Evidence From China

IEEE Transactions on Engineering Management · 2022
被引 12
ABS 3

中文导读

本文利用2010-2019年中国上市物联网公司数据,构建动态时间规整网络分析产业环境,发现网络聚类和传递性下降,金融风险传染效率显著降低,表明产业竞争加剧、风险转移困难。

Abstract

The rapid development of the supply chain of the Internet of Things (IoT) industry may trigger financial risk contagion among IoT manufacturers. This article collects data on listed IoT companies in the Chinese market from 2010 to 2019 and explores the development of the environment for the IoT industry. Two dynamic time wrapping (DTW) networks are created to analyze the topological structures of the IoT industry environment. Both the standard DTW and strongly connected DTW networks are revolutionary in terms of their interconnectedness in the IoT industry. We found that the level of clustering and transitivity of the network continued to decline between 2010 and 2019; i.e., the efficiency of financial risk contagion on IoT networks was significantly reduced. This article contributes to the literature in two aspects. First, it reveals that China's IoT industry is increasingly competitive; financial risks have become more difficult to transfer. The IoT industry has become more robust and exhibits a lower likelihood of financial risk contagion. Second, the article provides empirical evidence for the theory of coevolution, showing that risk contagion ability in an industry setting is decreasing with the development of individual firms.

物联网金融风险传染产业环境中国动态时间规整