The Role of Mistrust in the Modelling of Opinion Adoption

J. Adams, Gentry White, Robyn P. Araujo
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引用次数: 5

Abstract

Societies tend to partition into factions based on shared beliefs, leading to sectarian conflict in society. This paper investigatesmistrust as a cause for this partitioningby extending an establishedopiniondynamics model with Bayesian updating that specifies mistrust as the underlying mechanism for disagreement and, ultimately, polarisation. We demonstrate that mistrust is at the foundation of polarisation. Detailed analysis and the results of rigorous simulation studies provide new insight into the potential role ofmistrust in polarisation. We show that consensus results whenmistrust levels are low, but introducing extreme agentsmakes consensus significantly harder to reach and highly fragmented and dispersed. These results also suggest amethod to verify the model using real-world experimental or observational data empirically.
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不信任在意见采纳模型中的作用
社会往往会因为共同的信仰而分裂成不同的派别,从而导致社会中的宗派冲突。本文通过扩展已建立的意见动力学模型,并使用贝叶斯更新来研究不信任作为这种划分的原因,该模型将不信任指定为分歧和最终两极分化的潜在机制。我们表明,不信任是两极分化的基础。详细的分析和严格的模拟研究结果为不信任在两极分化中的潜在作用提供了新的见解。我们表明,当不信任水平较低时,会产生共识,但引入极端代理会使共识更难达成,并且高度碎片化和分散。这些结果还提出了利用实际实验或观测数据对模型进行实证验证的方法。
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