FEATURES OF FORECASTING RETAIL TURNOVER IN CONDITIONS OF INSTABILITY AND GLOBAL FLUCTUATIONS

V. Adamenko, Iryna Vysochyn, H. Sytnyk, I. Olesenko, Serhii Blazhenko
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Abstract

Real practice and challenges that are formed in the process of modern social transformations under the influence of instability encourage to conduct an active search for a theoretical and methodological platform, based on which retail can achieve in the practice of strategic management retail turnover of adequacy to challenges of stress factors. The article is aimed at carrying out a statistical test of the assumption about the random walk of the retail turnover volume of retail in Ukraine. Economic and statistical methods of analysis and forecasting, methods of logical generalization and mathematical abstraction were used to perform the scientific research. Results of a statistical test of the assumption about the random walk of the turnover volume of retail enterprises in Ukraine confirmed the hypothesis that the aggregate activity of retail enterprises in Ukraine is a random process that does not have regularities (trends). It is substantiated that in the conditions of an unstable external environment, the forecasting of retail turnover should be based on a powerful analysis of the formation of consumer demand for individual goods factors, based on the study of the patterns of change and forecasting of factor indicators, as well as be carried out according to the composition and structure of the turnover with a further summary of its total volume. The confirmation of the hypothesis about the random walk of the turnover volume of retail enterprises in conditions of instability and global fluctuations, which was the basis of the conducted research, made it possible to deny the traditional approach to forecasting, namely the deterministic forecast. For practical application, an approach to forecasting the turnover based on the assessment of the limits (minimum and maximum possible value) with a given reliability for the current perspective is proposed, which ensures the relevance of predictive calculations.
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在不稳定和全球波动条件下预测零售营业额的特点
在不稳定的影响下,现代社会转型过程中形成的实际实践和挑战鼓励人们积极寻找一个理论和方法论平台,在此基础上,零售业可以在战略管理实践中实现零售营业额对压力因素挑战的充分性。本文旨在对乌克兰零售业零售营业额随机游走的假设进行统计检验。科学研究采用了分析和预测的经济和统计方法、逻辑概括和数学抽象方法。对乌克兰零售企业营业额随机游走假设的统计检验结果证实了乌克兰零售企业的总活动是一个没有规律(趋势)的随机过程的假设。事实证明,在外部环境不稳定的情况下,零售营业额的预测应该基于对消费者对单个商品需求因素形成的有力分析,基于对因素指标变化模式的研究和预测,以及根据营业额的构成和结构进行的,并对其总量进行进一步总结。作为研究基础的零售企业营业额在不稳定和全球波动条件下随机游走的假设得到了证实,从而否定了传统的预测方法,即确定性预测。在实际应用中,提出了一种基于对当前视角的给定可靠性的极限(最小和最大可能值)的评估来预测营业额的方法,这确保了预测计算的相关性。
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CiteScore
0.60
自引率
20.00%
发文量
268
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