Effect of Network Structure and Preference Difference on Knowledge Transfer in Inter-organizational R&D Project

Xiaonan Wang, P. Guo, Ding Wang
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Abstract

An evolutionary game model of knowledge transfer in inter-organizational R&D projects was established, and its local stability was analyzed. Then, the complex network and preference theory are introduced to establish the game model of knowledge transfer in the cooperation network of inter-organizational R&D projects under the condition of preference differences and different network structures. Finally, the influence of key factors, preference difference and network structures on strategy selection is analyzed. The results show that the cost coefficient has a negative correlation with the level of knowledge transfer, while the increase of other coefficients promote knowledge transfer behavior. The increase of altruistic preference degree and the proportion of altruistic preference agents can promote knowledge transfer behavior, while the increase of competitive preference degree and the proportion of competitive preference agents can inhibit knowledge transfer behavior. Moreover, the level of knowledge transfer is higher in the scale-free network than in the small-world network in most cases. However, punishment plays a greater role in the small-world network.
网络结构和偏好差异对组织间研发项目知识转移的影响
建立了组织间研发项目知识转移的演化博弈模型,并对其局部稳定性进行了分析。然后,引入复杂网络和偏好理论,建立了偏好差异和不同网络结构条件下组织间研发项目合作网络中知识转移的博弈模型。最后,分析了关键因素、偏好差异和网络结构对策略选择的影响。结果表明,成本系数与知识转移水平呈负相关,而其他系数的增加促进了知识转移行为。利他偏好程度和利他偏好主体比例的增加对知识转移行为有促进作用,而竞争偏好程度和竞争偏好主体比例的增加对知识转移行为有抑制作用。此外,在大多数情况下,无标度网络中的知识转移水平高于小世界网络。然而,惩罚在小世界网络中起着更大的作用。
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