Dynamics of investments in Russia under the conditions of sanction restrictions: Forecast based on an agent-based model

IF 0.6 Q4 BUSINESS
A. Mashkova
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引用次数: 0

Abstract

The situation of a trade war between Russia and Western countries is unprecedented in recent history, both in terms of the scale of the restrictions being introduced and because of their mutually dangerous nature, as a result of which the entire world economic system is experiencing difficulties. An urgent task is to develop an economic policy for Russia that will allow for a quick reorientation to Eastern markets and the use of new growth drivers. Evaluation of the effectiveness of the measures taken should be carried out using modern tools, one of which is agent-based economic models. Since Russia is not considered as a key player in the models of international trade relations developed in a number of countries, in order to assess the sanctions imposed against it, it was necessary to develop a new tool – an agent-based model of trade wars between Russia, the USA, China and the European Union. The purpose of the study presented in this article is to assess the need of the Russian economy for additional investments in various industries for large-scale import substitution of products till now supplied from unfriendly countries. To achieve this, the agent-based model reproduces the sectoral structure of the considered economies of the countries and trade relations among them that existed before the start of the special military operation, compiles scenarios of possible sanctions, and simulates the corresponding changes in international trade relations. As part of the scenario calculations, three series of experiments were carried out. In the first series, for each scenario the expected dynamics of Russia’s GDP in 2022 was estimated in the context of organizing import substitution programs in key industries, and the cost of these programs was calculated. In the second series, the dependence of GDP dynamics on the volume of investments was studied. The third series simulated the dynamics of trade relations for the period up to 2025 for two investment policy options in each scenario. The results of the experiments also show that the impact of investments on the economy is stronger, the more severe the sanctions are, and under these conditions, the implementation of investment programs can accelerate economic recovery on average by 0.5% of GDP per year.
制裁限制条件下俄罗斯投资动态:基于代理模型的预测
俄罗斯和西方国家之间的贸易战在近代史上是前所未有的,无论是从实施限制的规模来看,还是由于其相互危险的性质来看,因此整个世界经济体系都面临着困难。一项紧迫的任务是为俄罗斯制定一项经济政策,以便迅速调整向东方市场的方向,并利用新的增长动力。应使用现代工具对所采取措施的有效性进行评估,其中一种工具是基于主体的经济模型。由于俄罗斯不被认为是一些国家发展的国际贸易关系模型中的关键参与者,为了评估对其实施的制裁,有必要开发一种新的工具——俄罗斯、美国、中国和欧盟之间基于代理人的贸易战模型。本文提出的研究目的是评估俄罗斯经济对各个行业的额外投资的需求,以大规模进口替代迄今为止由不友好国家供应的产品。为了实现这一点,基于代理人的模型再现了在特别军事行动开始前所考虑的各国经济的部门结构和它们之间的贸易关系,汇编了可能的制裁情景,并模拟了国际贸易关系的相应变化。作为情景计算的一部分,进行了三系列实验。在第一个系列中,在组织关键行业的进口替代计划的背景下,对每种情况下2022年俄罗斯GDP的预期动态进行了估计,并计算了这些计划的成本。在第二个系列中,研究了国内生产总值动态对投资量的依赖性。第三个系列模拟了截至2025年的贸易关系动态,每个情景下有两种投资政策选择。实验结果还表明,投资对经济的影响越大,制裁就越严厉,在这种情况下,投资计划的实施可以平均每年加速经济复苏0.5%的GDP。
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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