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Information loss, knowledge transfer cost and the value of social relations

机译:信息损失,知识转移成本和社会关系价值

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摘要

The literature on knowledge transfer has long recognized the importance of social relations as a conduit of knowledge transfer Two distinct features of social relations have been examined extensively: their strength and structure.Their effects on knowledge transfer remain unclear, however, and researchers have attended to one or the other of two constraints - information loss and transfer cost - in efforts to elucidate them. Yet, few studies analyse the joint effects of these constraints on knowledge transfer in a network directly. To examine their interaction, this article develops an agent-based simulation and experiment with four different kinds of relations: a sparse network with weak ties, a sparse network with strong ties, a dense network with weak ties and a dense network with strong ties. At the individual level, the study finds that dense networks comprised of weak ties afford more valuable knowledge if information loss is trivial and the cost of initiating ties is larger than the cost of transfer but that the value of density declines rapidly as information loss increases. At the organizational level, in contrast, sparse networks with strong ties appear optimal for knowledge transfer via social relations.
机译:长期以来,关于知识转移的文献已经认识到社会关系作为知识转移渠道的重要性。人们广泛研究了社会关系的两个显着特征:它们的强度和结构,但是它们对知识转移的影响尚不清楚,但是研究人员一直关注为阐明这些限制,这是两个限制中的一个或另一个-信息丢失和传输成本。然而,很少有研究直接分析这些约束条件对网络知识转移的共同影响。为了检查它们之间的交互,本文使用四种不同类型的关系开发了基于代理的仿真和实验:关系较弱的稀疏网络,关系较强的稀疏网络,关系较弱的密集网络和关系较紧密的密集网络。在个人层面上,研究发现,如果信息丢失是微不足道的,并且关系建立的成本大于转移成本,则由弱关系组成的密集网络将提供更多有价值的知识,但是随着信息丢失的增加,密度的值会迅速下降。相反,在组织一级,具有牢固联系的稀疏网络似乎是通过社会关系进行知识转移的最佳选择。

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