On the duality of partner type diversity on network stability: the mediating role of knowledge recombination in R&D network

IF 6.6 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Journal of Knowledge Management Pub Date : 2023-11-27 DOI:10.1108/jkm-01-2023-0072
Min Guo, Naiding Yang, Jingbei Wang, Hui Liu, Fawad Sharif Sayed Muhammad
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Abstract

Purpose

Previous research has analyzed the consequence of network stability; however, little is known about how partner type diversity influence network stability in R&D network. Based on knowledge-based view and social network theory, the purpose of this paper is to unravel the internal mechanisms between partner type diversity and network stability through the mediating role of knowledge recombination in R&D network.

Design/methodology/approach

The authors collected an unbalanced panel patent data set from information communication technology industry for the period 1994–2016. Then, the authors tested the different dimensions of partner type variety and its relevance in the R&D network and the mediating role of knowledge recombination through adopting the multiple linear regression.

Findings

Results indicate an inverted U-shaped relationship between partner type diversity (variety and relevance) and network stability, whereas knowledge recombination partially mediate these relationships.

Originality/value

From the perspective of R&D networks, this paper explores that there are the under-researched phenomena the antecedent of network stability through nodal attributes (i.e. partner type variety and partner type relevance). Moreover, this paper empirically examined the mediating role of knowledge recombination in the partner type diversity–network stability relationships. The novel perspective allows focal firm to recognize importance of nodal attributes, which are critical to fully excavate the potential capabilities of cooperating partners in R&D network.

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伙伴类型多样性对网络稳定性的二重性研究:知识重组在研发网络中的中介作用
目的以往的研究分析了网络稳定性的后果;然而,对于研发网络中合作伙伴类型多样性对网络稳定性的影响却知之甚少。基于知识基础观点和社会网络理论,本文旨在通过知识重组在研发网络中的中介作用,揭示合作伙伴类型多样性与网络稳定性之间的内在机制。设计/方法/方法作者收集了1994-2016年信息通信技术行业的不平衡面板专利数据集。在此基础上,采用多元线性回归检验了合作伙伴类型多样性的不同维度及其在研发网络中的相关性,以及知识重组的中介作用。结果表明,合作伙伴类型多样性(多样性和相关性)与网络稳定性呈倒u型关系,而知识重组在其中起到部分中介作用。独创性/价值本文从研发网络的视角出发,探讨了通过节点属性(即伙伴类型多样性和伙伴类型相关性)影响网络稳定性的现象。此外,本文还实证检验了知识重组在合作伙伴类型多样性-网络稳定性关系中的中介作用。这一新视角使焦点企业认识到节点属性的重要性,节点属性对于充分挖掘合作伙伴在研发网络中的潜在能力至关重要。
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来源期刊
CiteScore
13.70
自引率
15.70%
发文量
99
期刊介绍: Knowledge Management covers all the key issues in its field including: ■Developing an appropriate culture and communication strategy ■Integrating learning and knowledge infrastructure ■Knowledge management and the learning organization ■Information organization and retrieval technologies for improving the quality of knowledge ■Linking knowledge management to performance initiatives ■Retaining knowledge - human and intellectual capital ■Using information technology to develop knowledge management ■Knowledge management and innovation ■Measuring the value of knowledge already within an organization ■What lies beyond knowledge management?
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