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A System Dynamics and Agent-Based Simulation Approach to Test Group-Level Theories of Political Violence

机译:一种测试团体级政治暴力理论的系统动力学和基于Agent的仿真方法

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In the political violence scholarship, there is a gap in explaining how group-level dynamics cause mass political violence. There are several theories of why political groups become violent. Because of the qualitative nature of these theories and the feedback complexity of political violence, it is hard to test these theories against each other and against data. This paper describes an attempt to use a combination of system dynamics and agent-based modeling to create a simulation pitting rival theories of political violence against each other and against empirical data. The purpose of the research is theory testing: to see what theory or combination of theories best explains political violence. The paper provides an overview of the relevant theory and data. The paper then develops a dynamic hypothesis and a prototype hybrid NetLogo simulation of two theories, political opportunity and collective action.
机译:在政治暴力奖学金中,在解释群体层面的动态如何导致大规模政治暴力方面存在差距。政治团体为何会变得暴力有几种理论。由于这些理论的质性和政治暴力的反馈复杂性,很难将这些理论相互对照并与数据进行对比。本文描述了一种尝试,将系统动力学和基于代理的模型结合使用,以创建一个模拟相互竞争的政治暴力理论以及针对经验数据的理论。该研究的目的是理论检验:了解哪种理论或理论组合最能解释政治暴力。本文概述了相关的理论和数据。然后,本文提出了一个动态假设和一个混合的NetLogo原型,它模拟了两种理论,即政治机会和集体行动。

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