Cereals Export Factors and Impact on Wheat Price in Russian Regions

E. Kapoguzov
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引用次数: 4

Abstract

The study describes the problems of wheat exports from Russian regions. The Russian Federation is one of the largest exporters of grain. Taking into account the development of biotechnology in the world, this type of resource claims to be a «new oil.» In the light of this, the Government of the Russian Federation set the task of doubling the export of agricultural products and raw materials until 2024. At the same time, the most promising areas of export are determined – India and China. Speaking of the latter, wheat exports to China began in 2014 and by the end of 2020 accounts for less than 1 % of the total Russian wheat exports. It is assumed that export growth in the Asian direction should be due to the regions of Siberia (Krasnoyarsk Territory, Novosibirsk Region, Omsk Region and Altai Territory), which have never been the main exporters of wheat. In this regard, it becomes necessary to update the scientific provisions of the logistics doctrine based on the results of empirical studies of wheat export factors from Russian regions. The debate on this issue rests on different approaches to determining the significance of export factors. The article provides an overview of key modern approaches, including theories of export and production potential. Based on the integrated approach, as well as machine training methods, the study proposes an analysis of the array of monthly data by 72 regions from 2007 to 2021 years, which includes a set of parameters of export and production potential. As a result, a linear classifier model is proposed, which allows guessing the export status of the region with an accuracy of 96 % based on a set of factors. It is determined that market factors increase the probability of export, while factors of production potential (with the exception of flour production) reduce this probability. This conclusion supports the idea of an integral approach, according to which with the development of primary and deep grain processing in the regions, exports are expected to decrease, while the development of the «free» grain market and an increase in wheat reserves on elevators leads to an increase in Russian grain exports. Thus, taking into account these circumstances, proposals have been formed to increase wheat exports from Siberian regions, which make it possible to offset the negative impact of exports not on the price situation within the regions and to comply with the interests of domestic processors and grain traders
俄罗斯地区谷物出口因素及其对小麦价格的影响
该研究描述了俄罗斯地区小麦出口的问题。俄罗斯联邦是最大的粮食出口国之一。考虑到世界生物技术的发展,这种资源被称为“新型石油”。鉴于此,俄罗斯联邦政府制定了到2024年将农产品和原材料出口增加一倍的任务。与此同时,最有希望的出口地区——印度和中国——已经确定。说到后者,对中国的小麦出口始于2014年,到2020年底占俄罗斯小麦出口总量的不到1%。据推测,亚洲方向的出口增长应归功于西伯利亚地区(克拉斯诺亚尔斯克地区、新西伯利亚地区、鄂木斯克州和阿尔泰地区),这些地区从来都不是小麦的主要出口国。在这方面,有必要根据对俄罗斯地区小麦出口因素的实证研究结果,更新物流理论的科学规定。关于这个问题的辩论取决于确定出口因素重要性的不同方法。本文概述了主要的现代方法,包括出口和生产潜力理论。基于综合方法和机器训练方法,该研究对72个地区2007年至2021年的月度数据进行了分析,其中包括一组出口和生产潜力参数。因此,提出了一个线性分类器模型,该模型可以基于一组因素来猜测该地区的出口状态,准确率为96%。确定市场因素增加出口概率,而生产潜力因素(面粉生产除外)降低出口概率。这一结论支持了整体方法的想法,根据该方法,随着该地区初级和深加工粮食的发展,预计出口将减少,而“自由”粮食市场的发展和小麦储备的增加导致俄罗斯粮食出口增加。因此,考虑到这些情况,已经提出了增加西伯利亚地区小麦出口的建议,以便能够抵消出口对区域内价格情况的不利影响,并符合国内加工商和粮食贸易商的利益
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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CiteScore
0.80
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14
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