论文标题
建模城市公司网络的增长
Modeling growth of urban firm networks
论文作者
论文摘要
相互联系的城市网络的出现是全球化过程的关键特征。了解此类网络增长(尤其是城市公司网络)背后的驱动因素对于城市系统的经济弹性至关重要。我们在本文中介绍了一个针对城市地区企业网络的生成网络模型,包括几个互补过程:原产地和目的地的城市地区的经济规模,企业之间的工业部门接近,过去的联系的实力以及地理和社会文化距离。对欧洲公司所有权数据的经验网络分析证实了这些因素的相关性。然后,我们模拟了城市合成系统的网络增长,揭示了风格化的事实,例如从本地制度到全球制度的过渡或在中间相互作用范围内实现的最大整合。我们在欧洲网络上校准模型,超过统计模型并显示出路径依赖性的重要作用。该模型的潜在应用包括研究缓解政策,以应对诸如经济危机或国家潜在封锁之类的外源性冲击的研究,我们通过对程式化的场景进行了应用。
The emergence of interconnected urban networks is a crucial feature of globalisation processes. Understanding the drivers behind the growth of such networks - in particular urban firm networks -, is essential for the economic resilience of urban systems. We introduce in this paper a generative network model for firm networks at the urban area level including several complementary processes: the economic size of urban areas at origin and destination, industrial sector proximity between firms, the strength of links from the past, as well as the geographical and socio-cultural distance. An empirical network analysis on European firm ownership data confirms the relevance of each of these factors. We then simulate network growth for synthetic systems of cities, unveiling stylized facts such as a transition from a local to a global regime or a maximal integration achieved at an intermediate interaction range. We calibrate the model on the European network, outperforming statistical models and showing a strong role of path-dependency. Potential applications of the model include the study of mitigation policies to deal with exogenous shocks such as economic crisis or potential lockdowns of countries, which we illustrate with an application on stylized scenarios.