俄罗斯军事入侵乌克兰对波兰-乌克兰贸易关系的影响

IF 1.4 2区 社会学 Q2 INTERNATIONAL RELATIONS Millennium - Journal of International Studies Pub Date : 2022-12-01 DOI:10.14254/2071-8330.2022/15-4/8
O. Melnychenko, T. Osadcha, A. Kovalyov, V. Matskul
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引用次数: 2

摘要

对州际贸易额的准确预测有助于制定短期和长期规划,特别是决定国家预算收入、外汇收入、边境安排、其他基础设施、移民和社会政策。敌对行动具有破坏性,因此,俄罗斯在2022年对乌克兰的军事侵略需要根据其对波乌关系关键经济方面的影响进行评估,因为波兰近年来一直是乌克兰的主要经济、贸易和社会伙伴。本文分析了2005年以来两国之间的贸易动态。研究发现,自2015年以来,这一动态的主要趋势发生了变化。2015年至2021年的月度数据用于建模和预测。建立了相应的SARIMA和Holt-Winters指数平滑模型。这些模型预测了2021年第四季度和2022年第一季度的贸易额。2021年10月、11月和12月的预测相对误差(与实际数据相比)如下:根据SARIMA模型,分别为- 0.8%、3.6%和2.3%;霍尔特-温特斯模型分别为1.9%、3.6%和0.7%。鉴于俄罗斯军事侵略乌克兰的预期和后果,乌克兰和波兰之间的平均预计贸易额在2022年第一季度每月减少20%。与现有的2022年1月的实际(初步)数据相比,这种悲观的预测给出了以下相对预测误差:根据SARIMA模型- 3.8%;根据霍尔特-温特斯模型-大约。1%。
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Consequences of russia’s military invasion of Ukraine for Polish-Ukrainian trade relations
An accurate forecast of interstate trade volume allows for short-term and long-term planning, particularly deciding on state budget revenues, foreign exchange earnings, border arrangement, other infrastructure, migration and social policies. Hostilities are destructive so the russian military aggression against Ukraine in 2022 needs to be assessed in terms of its effects on key economic aspects of Polish-Ukrainian relations, as Poland has been the main economic, trade and social partner of Ukraine in recent years. This article analyses the trade dynamics between the two countries since 2005. It was found that since 2015 the main trends of this dynamics have changed. Monthly data from 2015 to 2021 were used for modelling and forecasting. Relevant SARIMA and Holt-Winters exponential smoothing models were built. These models forecast the volume of trade for the fourth quarter of 2021 and the first quarter of 2022. The relative errors of forecasting (compared to actual data) for October, November and December 2021 were as follows: according to the SARIMA model – 0.8%, 3.6% and 2.3%, respectively; for the Holt-Winters model – 1.9%, 3.6% and 0.7%, respectively. Given the expectations and consequences of russia’s military aggression against Ukraine, the average projected trade turnover between Ukraine and Poland was reduced by 20% per month for the first quarter of 2022. In comparison with the available actual (preliminary) data for January 2022, such a pessimistic forecast gave the following relative forecasting errors: according to the SARIMA model – 3.8%; according to the Holt-Winters model – approx. 1%.
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CiteScore
3.10
自引率
8.00%
发文量
17
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