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How does network intermediary affect collaborative innovation?Evidence from Chinese listed companies

Journal of Data and Information Science 2024年第4期9卷 49-70页

作者： Zhiwei Zhang Wenhao Zhou College of Business Administration Capital University of Economics and BusinessBeijing 100070China College of Business Administration Huaqiao UniversityQuanzhou 362021China

Purpose:This study aims to explore how network intermediaries influence collaborative innovation performance within inter-organizational technological collaboration ***/methodology/approach:This study employs a mixed-method approach,combining quantitative social network analysis with regression techniques to investigate the role of network intermediaries in collaborative innovation *** a patent dataset of Chinese industrial enterprises,the research constructs the collaboration networks and analyzes their structural positions,particularly focusing on their role as intermediaries,characterized by betweenness *** binomial regression analysis is employed to assess how these network characteristics shape innovation ***:The study reveals that firms in intermediary positions enhance collaborative innovation performance,but this effect is nuanced.A key finding is that network clustering negatively moderates the intermediary-innovation *** clustered networks,while fostering local collaboration,may limit the innovation potential of *** the other hand,relationship strength,measured by collaboration intensity and trust among firms,positively moderates the intermediary-innovation *** limitations:This study has several limitations that present opportunities for further *** reliance on quantitative social network analysis may overlook the complexity of intermediaries’roles,and future studies could benefit from incorporating qualitative methods to better understand cultural and institutional ***,cross-country comparisons are needed to assess the consistency of these dynamics in different *** implications:The study offers practical insights for firms and *** should strategically position themselves as network intermediaries to access diverse information and resources,thereby improving innovation *** strong tr

关键词： network intermediary Collaborative innovation Social network Relationship strength

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