Budget Processes Modeling: Agent-Based Approach

IF 2.2 3区 工程技术 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Jasss-The Journal of Artificial Societies and Social Simulation Pub Date : 2023-01-01 DOI:10.18254/s207751800025645-8
A. Ageeva
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Abstract

The financial and economic crisis caused by anti-Russian sanctions and geopolitical tensions necessitates an increase in budget expenditures at all levels, in connection with which the issues of improving the fiscal system and reorganizing interbudgetary relations are being updated. To develop plans for adapting to current challenges, achieving the goals of fiscal stability and improving economic performance, transformations in the field of budget processes, the implementation of an effective fiscal policy, and a rethinking of the principles of fiscal federalism are necessary. Achieving this goals predetermines the need to use flexible budget analysis tools, such as agent-based modeling, which allows to reproduce the multi-level structure of the country's economy and budget system, as well as simulate complex budget processes. The article presents an overview of agent-based models developed by foreign and Russian researchers that reproduce various aspects of budgetary processes. The analysis of the architecture of models was carried out and the conceptual ideas of building models in accordance with the types of agents, their behavioral algorithms, as well as the goals of simulation modeling were considered. The expediency and efficiency of using the agent-based approach for modeling complex budgetary processes is substantiated. The analysis carried out in the article allows us to conclude that the agent-based simulation approach is successfully used for the following purposes: testing variable strategies for reforming budgetary processes, predicting the consequences of implementing fiscal policy, choosing the optimal strategy aimed at achieving budgetary self-sufficiency of the regions, as well as creating tools for assessing the effective allocation of budgetary funds to achieve target variables. The results of the study are proposed to be used for agent-based modeling of sanctions effects and search for strategies for reforming the fiscal system in order to counter the financial and economic crisis.
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预算流程建模:基于代理的方法
反俄制裁和地缘政治紧张局势造成的财政和经济危机要求增加各级预算支出,与此相关的是,改善财政制度和重组预算间关系的问题正在得到更新。为了制定适应当前挑战的计划,实现财政稳定和改善经济表现的目标,有必要在预算程序领域进行改革,实施有效的财政政策,并重新思考财政联邦制原则。实现这一目标预先决定了需要使用灵活的预算分析工具,例如基于代理的建模,它允许再现国家经济和预算系统的多层次结构,以及模拟复杂的预算过程。本文概述了由外国和俄罗斯研究人员开发的基于代理的模型,这些模型再现了预算过程的各个方面。对模型的体系结构进行了分析,提出了根据智能体的类型、行为算法以及仿真建模目标建立模型的概念思想。使用基于代理的方法建模复杂预算过程的方便性和效率得到了证实。本文中进行的分析使我们能够得出结论,基于主体的模拟方法成功地用于以下目的:测试用于改革预算流程的变量策略,预测实施财政政策的后果,选择旨在实现地区预算自给自足的最佳策略,以及创建评估预算资金有效分配的工具,以实现目标变量。建议将研究结果用于基于主体的制裁效果建模,并寻求改革财政制度的战略,以应对金融和经济危机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.40
自引率
9.50%
发文量
16
审稿时长
21 weeks
期刊介绍: The Journal of Artificial Societies and Social Simulation is an interdisciplinary journal for the exploration and understanding of social processes by means of computer simulation. Since its first issue in 1998, it has been a world-wide leading reference for readers interested in social simulation and the application of computer simulation in the social sciences. Original research papers and critical reviews on all aspects of social simulation and agent societies that fall within the journal"s objective to further the exploration and understanding of social processes by means of computer simulation are welcome.
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