The Efficiency and Evolution of R&D Networks

Michael D. König, S. Battiston, Mauro Napoletano, F. Schweitzer
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引用次数: 26

Abstract

This work introduces a new model to investigate the efficiencyand evolution of networks of firms exchanging knowledge in R&D partnerships. We first examine the efficiency of a given network structure in terms of the maximization of total profits in the industry. We show that the efficient network structure depends on the marginal cost of collaboration. When the marginal cost is low, the complete graph is efficient. However, a high marginal costimplies that the efficient network is sparser and has a core-periphery structure. Next, we examine the evolution of the network structure when the decision on collaborating partners is decentralized. We show the existence of multiple equilibrium structures which are in general inefficient. This is due to (i) the path dependent character of the partner selection process, (ii) the presence of knowledge externalities and (iii) the presence of severance costs involved in link deletion. Finally, we study the properties of the emerging equilibrium networks and we show that they are coherent with the stylized facts of R&D networks.
研发网络的效率与演化
本文引入了一个新的模型来研究研发伙伴关系中企业知识交换网络的效率和演化。我们首先从行业总利润最大化的角度来考察给定网络结构的效率。我们证明了有效的网络结构取决于合作的边际成本。当边际成本较低时,完全图是有效的。然而,高边际成本意味着高效网络更稀疏,具有核心-外围结构。其次,我们研究了当合作伙伴决策分散时网络结构的演变。我们证明了多重均衡结构的存在,这些结构通常是低效的。这是由于(i)合作伙伴选择过程的路径依赖特征,(ii)知识外部性的存在,以及(iii)链接删除所涉及的遣散成本的存在。最后,我们研究了新兴均衡网络的性质,并表明它们与研发网络的风格化事实是一致的。
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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