Interdependency and cascading failures in co-patenting and shareholding interfirm networks

TL;DR

This study investigates how interdependent patent and shareholding networks influence each other's formation and resilience, revealing delayed influence effects and country-specific vulnerabilities to cascading failures in global interfirm networks.

Contribution

It introduces a comprehensive analysis of interdependent patent and shareholding networks using information theory and cascading failure models, highlighting delayed influences and resilience disparities.

Findings

High mutual information between networks suggests influence of patent links on shareholding links.

Influence of patent links on shareholding links becomes evident after four years.

Certain countries' shareholding networks are less resilient to cascading failures.

Abstract

This work analyses the interdependent link creation of patent and shareholding links in interfirm networks, and how this dynamics affects the resilience of such networks in the face of cascading failures. Using the Orbis dataset, we construct very large co-patenting and shareholding networks, globally as well as in terms of individual countries. Besides, we construct smaller overlap networks from those firm pairs which have both types of links between them, for nine years between 2008-2016. We use information theoretic measures, such as mutual information, active information storage, and transfer entropy, to characterise the topological similarities and shared topological information between the relevant co-patenting and shareholding networks. We then construct a cascading failure model, and use it to analyse the resilience of interdependent interfirm networks in terms of multiple failure characteristics. We find that there is relatively high level of mutual information between co-patenting networks and the shareholding networks from later years, suggesting that the formation of shareholding links is influenced by the existence of patent links in previous years. We also show that this influence becomes most apparent after a delay of four years between the formation of co-patenting links and shareholding links. Analysing the resilience of shareholding networks against cascading failures, we show that in terms of both mean downtime, and failure proportion of firms, certain countries have less resilient shareholding networks compared to other countries with significant economies. Based on our results, we postulate that an interfirm network model which considers multiple types of relationships together could be a to highlight important features of economic systems around the world.