Formation a methodology of integral assessment for regional economic entities’ level of financial stability

E. Mitrofanov, A. G. Kulagina, Tatyana V. Antipova, E. Solodova
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Abstract

The article is devoted to the analysis of existing domestic and foreign methods for assessing the probability of bankruptcy of organizations in the region. When assessing the financial stability of the entity’s enterprises, various methods are used to assess the financial stability of an organization, the most common approach of which is the coefficient method. However, methods that use factor analysis, which builds a linear dependence of indicators of the financial and economic condition of a regional subject, are gaining popularity. These models are also called bankruptcy prediction models. One of the most popular models is Altman’s five-factor forecasting model and the four-factor model for non-manufacturing organizations. Altman’s approach is simple and versatile. However, this Altman model does not take into account the individuality of the company. British scientists G. Tishaw and R. Taffler modernized Altman’s model. One of the first Russian models for predicting the bankruptcy of economic entities was developed by A.Yu. Davydova and A.Yu. Belikov. This model took into account the relationship between such factors as working and equity capital, assets, net profit, cost and revenue. The following model, showing the financial stability of an enterprise, was formulated by Savitskaya. From the analysis of existing methods and models for assessing the financial and economic condition of regional economic entities, it follows that it is advisable to build a model taking into account: firstly, the individual characteristics of a particular organization; secondly, the choice of indicators and their weighting coefficients in the model must be scientifically justified. Therefore, the paper proposes to determine the financial stability of an organization in the region to form a model that includes the most commonly used in practice, namely the above five models for assessing the probability of bankruptcy of enterprises. At the same time, the industry specifics of organizations were taken into account. The purpose of the study is to form a methodology for assessing the integral level of financial stability of organizations in the region and determining the possible boundaries of its variation. In the course of the study, such methods as comparative, component and factor analysis, experiment were used. The paper presents a methodology for the formation of a generalized factor model for assessing the level of financial condition of regional organizations. The critical values of the integral indicator characterizing the level of financial condition of organizations are also determined.
区域经济实体金融稳定水平综合评估方法的形成
本文致力于分析国内外现有的评估该地区组织破产概率的方法。在评估实体企业的财务稳定性时,可以使用各种方法来评估组织的财务稳定性,其中最常见的方法是系数法。然而,使用因子分析的方法越来越受欢迎,这种方法建立了一个区域主体的金融和经济状况指标的线性依赖关系。这些模型也称为破产预测模型。最流行的模型之一是奥特曼的五因素预测模型和非制造业组织的四因素预测模型。奥特曼的方法简单而通用。然而,这种奥特曼模式并没有考虑到公司的个性。英国科学家G.Tishaw和R.Taffler对奥特曼的模型进行了现代化改造。俄罗斯最早预测经济实体破产的模型之一是由A.Yu.Davidova和A.Yu.Belinkov开发的。该模型考虑了营运资本和权益资本、资产、净利润、成本和收入等因素之间的关系。Savitskaya制定了以下模型,显示了企业的财务稳定性。从对评估区域经济实体财务和经济状况的现有方法和模型的分析来看,建立一个考虑到以下因素的模型是可取的:首先,特定组织的个人特征;其次,模型中指标及其权重系数的选择必须科学合理。因此,本文建议确定一个组织在该地区的财务稳定性,以形成一个包括实践中最常用的模型,即上述五个评估企业破产概率的模型。同时,还考虑到了各组织的行业特点。这项研究的目的是形成一种方法,用于评估该区域各组织的整体金融稳定水平,并确定其变化的可能边界。在研究过程中,采用了比较分析、成分因素分析、实验等方法。本文提出了一种建立广义因子模型的方法,用于评估区域组织的财务状况水平。还确定了表征各组织财务状况水平的综合指标的临界值。
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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