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Network Effects in an Agent-Based Model of Tax Evasion with Social Influence

机译:具有社会影响力的基于代理的逃税模型中的网络效应

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An Agent-Based Model (ABM) accounting for tax-morale and loss-aversion was implemented over different network systems with social interactions at the local level to study the phenomenon of tax evasion. This ABM is an innovative model which integrates endogenous characteristics of heterogeneous agents and proposes a more relaxed assumption on the information exchanged between agents as compared to previous social models. The current study gives an insight on the possibility that choosing specific network structures may yield to more realistic outcomes. Moreover, this ABM manages to replicate both individual and aggregate results from previous experimental and computational models of tax evasion. A clearcut novelty might be the non-linear channel through which the network centrality enhances a positive effect on the aggregated level of tax compliance. There is a large area of action for public policy makers to further research the presented results about how audit rates, fines and tax morale non-linearly increase income disclosure, whereas tax rates have a non-linear negative impact on tax compliance.
机译:在地方层面的社会互动的不同网络系统上,采用了基于代理人的模型(ABM)来计算税收道德和损失规避,以研究逃税现象。该ABM是一个创新模型,该模型整合了异质代理的内生特征,并且与以前的社会模型相比,对代理之间交换的信息提出了更为宽松的假设。当前的研究对选择特定网络结构可能产生更现实结果的可能性提供了见识。此外,该ABM设法复制以往逃税实验和计算模型的单个和汇总结果。明确的新颖性可能是非线性渠道,网络中心性可通过该渠道增强对合规性总水平的积极影响。公共政策制定者需要采取大量行动,进一步研究所提出的结果,即审计率,罚款和税收士气如何非线性地增加收入披露,而税率却对税收合规性产生非线性负面影响。

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