Network Dynamics and Knowledge Transfer in Virtual Organizations: Overcoming the Liability of Dispersion

Neil Gandal, Uriel Stettner
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引用次数: 1

Abstract

Product development within and across community-based and geographically dispersed virtual organizations is becoming an increasingly important mechanism through which individual knowledge holders create and disseminate knowledge in joint efforts to generate products. Without the benefits of face-to-face communication, such organizations face a particular set of constraints in their exposure to knowledge and know-how. This “liability of dispersion” increases the importance of the architecture of network ties that undergird the distinct development efforts, the embedded social structures, and the particular relationships involved in their product-generating efforts. In this paper, we examine whether particular network structures foster knowledge transfer among distinct open-source projects. We conjecture that Star developers—actors characterized by increasing levels of embeddedness and the associated ability to form ties with several projects within a network—serve boundary-spanning functions that facilitate an organization’s ability to collect, assimilate, and apply external information. We find support for this conjecture in our investigation of a network of open-source software projects and developers compiled from a dataset drawn from Sourceforge.net. We also show that becoming part of a giant network component is associated with relatively large changes in project performance.
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网络动力学与虚拟组织中的知识转移:克服分散的责任
基于社区和地理分散的虚拟组织内部和之间的产品开发正在成为一种日益重要的机制,通过这种机制,个人知识持有者可以共同努力创造和传播知识,以产生产品。由于没有面对面交流的好处,这些组织在获取知识和技术诀窍方面面临着一组特殊的限制。这种“分散的责任”增加了网络联系体系结构的重要性,网络联系支撑着不同的开发工作、嵌入的社会结构,以及产品生成工作中涉及的特殊关系。在本文中,我们研究了特定的网络结构是否促进了不同开源项目之间的知识转移。我们推测,明星开发人员——以不断增加的嵌入程度和与网络中的几个项目形成联系的相关能力为特征的参与者——服务于边界跨越功能,促进组织收集、吸收和应用外部信息的能力。我们从Sourceforge.net的数据集中对开源软件项目和开发人员进行了调查,发现这一猜想得到了支持。我们还表明,成为庞大网络组件的一部分与项目绩效的相对较大变化有关。
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