Networks, spatial diffusion of technological knowledge and regional economic growth: an agent-based modelling approach

C. Henning, V. Saggau
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引用次数: 9

Abstract

This paper applies an agent-based model to simulate the impact of different network structures on spatial diffusion of knowledge and regional technological progress. Main results are: 1information network structures have a significant impact on both spatial information diffusion and regional technological progress 2information diffusion in networks is only imperfect, i.e., accumulated knowledge in regional networks correspond only to a constant fraction of technological knowledge generated in leader regions? 3this fraction is c.p. higher for scale-free (SF) networks when compared to random and small-world network (SWN) 4this fraction increased for SF networks with the preferential attachment parameter and for small world networks with the a-parameter 5in contrast to classical catch-up models our network approach to spatial diffusion of technological knowledge implies that except for extreme centralised or dense networks catching-up does not occur.
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网络、技术知识的空间扩散和区域经济增长:基于主体的建模方法
本文采用基于主体的模型,模拟了不同网络结构对知识空间扩散和区域技术进步的影响。主要结果是:1 .信息网络结构对空间信息扩散和区域技术进步都有显著影响;2 .信息网络中的信息扩散只是不完全的,即区域网络中积累的知识只对应于领先区域产生的技术知识的恒定部分。3与随机和小世界网络(SWN)相比,无标度网络(SF)的这一比例更高4,具有优先依恋参数的SF网络和具有a-参数的小世界网络的这一比例增加5。与经典的追赶模型相比,我们的技术知识空间扩散网络方法表明,除了极端集中或密集的网络外,不会发生追赶。
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