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竞争行为的网络传播

Network diffusion of competing behaviors.

作者信息

Hsiao Yuan

机构信息

Department of Sociology, Department of Statistics, University of Washington.

出版信息

J Comput Soc Sci. 2022 May;5(1):47-68. doi: 10.1007/s42001-021-00115-x. Epub 2021 Apr 8.

Abstract

Research indicates that network structure affects the diffusion of a single behavior. However, in many social settings, two or more behaviors may compete for adoption, as in the case of religious competition, social movements and counter-movements, or conflicting rumors. Lessons from one-behavior diffusion cannot be easily applied because the outcome can take the form of one-behavior domination, two behaviors splitting the network, both behaviors occupying a small fraction of the network, or no diffusion. This article tests how three well-known factors of single-behavior diffusion - network transitivity, adoption threshold, and connectedness of early adopters - apply to scenarios of competitive diffusion. Results show that minor differences in initial adopter size tend to magnify, creating a significant "head-start advantage." Nevertheless, the degree of this advantage depends on the interaction between network transitivity, adoption threshold, and connectedness of initial adopters. The article describes the conditions under which countervailing ties may (or may not) create inequality in behavioral diffusion.

摘要

研究表明,网络结构会影响单一行为的传播。然而,在许多社会环境中,两种或更多行为可能会竞争被采用,比如宗教竞争、社会运动与反运动,或者相互矛盾的谣言的情况。单行为传播的经验教训不能轻易应用,因为结果可能表现为一种行为占据主导、两种行为分割网络、两种行为都只占据网络的一小部分,或者根本没有传播。本文测试了单行为传播的三个著名因素——网络传递性、采用阈值和早期采用者的连通性——如何应用于竞争性传播场景。结果表明,早期采用者规模的微小差异往往会放大,产生显著的“先发优势”。然而,这种优势的程度取决于网络传递性、采用阈值和早期采用者连通性之间的相互作用。本文描述了抵消性联系可能(或不可能)在行为传播中造成不平等的条件。

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