Effect of Inventor Status on Intra-Organizational Innovation Evolution

S. Kaza, Hsinchun Chen
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引用次数: 9

Abstract

Innovation is one of the primary characteristics that separates successful from unsuccessful organizations. Organizations have a choice in selecting knowledge that is recombined to produce new innovations. The selection of knowledge is influenced by the status of inventors in an organization's internal knowledge network. In this study, we model knowledge flow within an organization and contend that it exhibits unique characteristics not incorporated in most social network measures. Using the model, we also propose a new measure based on random walks and team identification and use it to examine innovation selection in a large organization. Using empirical methods, we find that inventor status determined by the new measure had a significant positive relationship with the likelihood that his/her knowledge would be selected for recombination. We believe that the new measure in addition to modeling knowledge flow in a scientific collaboration network helps better understand how innovation evolves within organizations.
发明者地位对组织内创新演化的影响
创新是区分成功组织与不成功组织的主要特征之一。组织可以选择重新组合以产生新的创新的知识。知识的选择受发明者在组织内部知识网络中的地位的影响。在本研究中,我们对组织内的知识流动进行了建模,并认为它展示了大多数社会网络测量中未包含的独特特征。在此基础上,我们提出了一种基于随机游走和团队识别的度量方法,并将其应用于大型组织的创新选择。利用实证方法,我们发现由新措施决定的发明人地位与他/她的知识被选择进行重组的可能性具有显著的正相关关系。我们认为,除了对科学协作网络中的知识流进行建模之外,新的度量方法有助于更好地理解组织内的创新是如何演变的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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