系统管理学报2025，Vol.34Issue(2)：477-493,17.DOI:10.3969/j.issn2097-4558.2025.02.014
探索式创新与合作网络的协同演化
Co-Evolution of Exploratory Innovation and Collaboration Networks:A Network Capital Perspective-Based Motivation Analysis
摘要
Abstract
Collaborative networks have become an important resource channel for firms involved in exploratory innovation.While research on the unidirectional relationship between the two has matured,there is limited discussion on their co-evolution and the factors influencing this dynamic.Based on a network capital perspective,this paper constructs a multilayer network using the invention patent data of 145 firms in the field of artificial intelligence,from 2002 to 2022.It examines the co-evolutionary mechanism between exploratory innovation and collaborative network through the stochastic actor-oriented model,exploring the effects of the inventor network,knowledge network,and the ego-network of firms.The findings show a co-evolutionary relationship between exploratory innovation and collaborative networks,shaped by social selection and social influence.In this co-evolution context,the positive impact of the small-world structure in the inventor network on exploratory innovation,as well as its negative impact on collaborative network,is mitigated through neutralization.Additionally,this paper highlights that the positive effects of knowledge network size,firm ego-network efficiency,and recombinant distance on both exploratory innovation and collaborative network expansion are further strengthened.These results provide a novel approach and perspective for research on innovation networks and have practical implications for firms engaged in collaborative innovation activities.关键词
探索式创新/合作网络/协同演化/网络资本/多层网络Key words
exploratory innovation/collaborative network/co-evolution/network capital/multilayer network分类
经济学引用本文复制引用
余良如,于渤..探索式创新与合作网络的协同演化[J].系统管理学报,2025,34(2):477-493,17.基金项目
国家社会科学基金重点项目(16AZD006) （16AZD006）
