意见扩散的双重态度模型:认知动机主体的实验

Riyang Phang, Lin Qiu, A. Leung
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引用次数: 0

摘要

意见扩散通常在基于主体的模型中模拟,以揭示规范和信念的延续。本文提出了一个双态度模型,其中主体的互动、信息搜索和意见形成受到认知闭合需求的影响。两个实验模拟了高nfcc或低nfcc代理的主题倡导。实验一启动了两个竞争话题倡导者之间NFCC水平无偏分布的社会,而实验二启动了主题之间NFCC水平的偏分布。无偏条件下的结果显示,在高NFCC社会中,大多数话题的受欢迎程度随着时间的推移而增加,而在低NFCC社会中,它随着时间的推移而减少。在有偏见的背景下,这些结果被放大了,因为高NFCC的药物为其所倡导的主题提供了NFCC优势。当高NFCC代理人在发起时所倡导的话题占多数或相等时,该话题的受欢迎程度会随着时间的推移而显著增加。当高NFCC代理人倡导的话题在发起时是少数话题时,这些代理人抵制多数话题的同化压力,以保护自己的话题免受人气损失。随着时间的推移,跟踪模拟揭示了两种实验条件之间产生的不同动态,并显示了低NFCC代理和集群边缘代理在促成这种模式出现方面所起的作用。这些结果可能会揭示NFCC个体在社会内部和社会之间的文化转变中的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dual Attitude Model of Opinion Diffusion: Experiments with Epistemically Motivated Agents
Opinion diffusion is often simulated in agent-based models to reveal the perpetuation of norms and beliefs. This paper presents a dual attitude model where agents' interaction, information search, and opinion formation are influenced by the need for cognitive closure (NFCC). Two experiments simulated topic advocacy with either high- or low-NFCC agents. Experiment one initiated societies with unbiased distribution of NFCC levels between advocates of two competing topics, while experiment two initiated biased distributions of NFCC levels between the topics. Results in the unbiased condition showed that the popularity of the majority topic increases over time in high NFCC societies while it decreases over time in low NFCC societies. These results are magnified in the biased context where high NFCC agents provided an NFCC-advantage for their advocaed topic. When high NFCC agents' advocated topic is the majority or equal at initiation, the topic's popularity will increase significantly over time. When high NFCC agents' advocated topic is minority at initiation, these agents resist the assimilative pressures of the majority topic to protect their own topic from popularity losses. Tracking simulations over time revealed different dynamics generated between the two experimental conditions, and showed the roles low NFCC agents and edge-of-cluster agents play in enabling the emergence of such patterns. These results may shed light on the impact NFCC individuals have in within-society and between-societies cultural shifts.
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