Verification of a model of the evolution of the organizational structure of retail enterprises, by using regression analysis and automatic linear modeling

International Days of Statistics and Economics 2019 Pub Date : 1900-01-01 DOI:10.18267/pr.2019.los.186.16

A. Bobkov, I. Denisov, Oxana Kuchmaeva, Ekaterina Tsenina, E. Velinov

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引用次数: 3

Abstract

The purpose of the study, examined in this article, is to create an econometric model that allows quantifying the growth of the organization's efficiency in the process of its development. The retail sector of the Czech Republic was chosen as the object of analysis. The financial and economic indicators of these organizations were obtained from the database Albertina Gold Edition of Bisnode Česká republika, a.s. for 2014. The computer program IBM SPSS Statistics was used for regression analysis in order to conduct the research. The analysis of the obtained results showed that the increase in the efficiency of retail organizations in the process of their development can be described by a linear model with acceptable accuracy. The main factors determining the increase in the efficiency of retail organizations were identified and the authors confirmed the model of the evolution of the organizational structure of commercial organizations. The analysis of the constructed model revealed the factors having the greatest impact on the growth of the efficiency of retail trade organizations.

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通过回归分析和自动线性建模，验证了零售企业组织结构演变的模型

本文研究的目的是创建一个计量经济学模型，以量化组织在发展过程中的效率增长。捷克共和国的零售部门被选为分析对象。这些组织的财务和经济指标来自Bisnode Česká republika, a.s. 2014年的Albertina Gold Edition数据库。为了进行研究，使用IBM SPSS Statistics计算机程序进行回归分析。对所得结果的分析表明，零售组织在发展过程中效率的提高可以用线性模型来描述，并且精度可以接受。确定了影响零售组织效率提升的主要因素，并对商业组织的组织结构演化模型进行了验证。通过对构建的模型的分析，揭示了对零售业组织效率增长影响最大的因素。

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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International Days of Statistics and Economics 2019

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