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A Unified Economic Model of Standard Diffusion: The Impact of Standardization Cost, Network Effects, and Network Topology

机译:标准扩散的统一经济模型:标准化成本,网络效应和网络拓扑的影响

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摘要

This paper is motivated by the following question: What drives the diffusion of a communication standard and what results can we expect? Past literature provides many instructive but mostly unrelated answers. Frequent findings are startup problems, penguin effects, and tendencies toward monopoly. But substantial problems in applying the models to concrete standardization problems reveal that the dynamics are probably more complex. Not all networks are ultimately conquered by a single standard once it has attracted a certain number of users. And not all diffusion results are either complete or no standardization. We address the question of the conditions of particular diffusion behaviors by developing a formal standardization model that captures all fragmented phenomena in a unified approach. Drawing from findings of other research, we incorporate the structure of the underlying user network as an important determinant for diffusion behaviors. The approach allows us to disclose varying conditions that generate frequently observed standardization behaviors as special parameter constellations of the model. Using equilibrium analysis and computer simulations we identify a standardization gap that reveals the magnitude of available standardization gains for individuals and the network as a whole. The analysis shows that network topology and density have a strong impact on standard diffusion and that the renowned tendency toward monopoly is far less common. We also report how the model can be used to solve corporate standardization problems.
机译:本文受到以下问题的激励:是什么推动了通信标准的普及,我们可以期待什么结果?过去的文献提供了许多有启发性但大多无关的答案。常见的发现是启动问题,企鹅效应和垄断倾向。但是,将模型应用于具体的标准化问题的实质性问题表明,动力学可能更复杂。一旦吸引了一定数量的用户,并非所有网络最终都会被单一标准所征服。并非所有扩散结果都是完整的或没有标准化的。我们通过开发正式的标准化模型来解决特定扩散行为的条件问题,该模型以统一的方式捕获所有分散的现象。借鉴其他研究的发现,我们将基础用户网络的结构作为扩散行为的重要决定因素。该方法使我们能够披露各种条件,这些条件会生成经常观察到的标准化行为,作为模型的特殊参数星座。使用平衡分析和计算机模拟,我们确定了标准化差距,该差距揭示了个人和整个网络可获得的标准化收益的幅度。分析表明,网络拓扑和密度对标准扩散有很大影响,而垄断的著名趋势远不那么普遍。我们还将报告该模型如何用于解决公司标准化问题。

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