Theoretical approaches to the essence of economic security of organizations

Serebryakova, T.Yu.; Suglobov, Alexandr

doi:10.29039/2409-6024-2019-7-4-11-15

Russian Journal of Management

2020

DOI: 10.29039/2409-6024-2019-7-4-11-15

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Theoretical approaches to the essence of economic security of organizations

T.Yu. Serebryakova

Alexandr Suglobov

Abstract: The article deals with the formation of a new scientific direction - "security" and its component part- "economic security". Their functions, tasks, and place among existing research areas are summarized. The article examines the legal basis of the categories "security" and "economic security", their relationship with management and the economy. The inextricable connection with these scientific directions is proved. The levels of economic security and their essential content are studied. The article considers … Show more

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Using of neural networks for assessing of the financial stability of companies

Bolotov

Suglobov

2020

Russian Journal of Management

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The stability of the activities of organizations in the real sector of the economy at the macroeconomic level is the basis for creating the country's gross domestic product, developing technologies and strengthening the competitiveness of the country's products within the global economic system. To plan and forecast their activities, States and business participants are increasingly using modern methods of assessing the financial stability of companies. Today, approaches to building models for assessing the sustainability of companies are based mainly on econometric and statistical linear multidimensional methods of calculation, which does not allow us to identify hidden and nonlinear relationships that are inherent in the real world economy and the activities of economic entities. The article considers approaches to assessing the financial condition of organizations using neural network modeling and comparing it with previously used methods. In the course of the research, we developed a neural network for evaluating the financial condition of companies in the real sector of the economy, which allowed us to draw conclusions about the validity of this method of assessment in modern conditions. The article also highlights the key advantages and disadvantages of the neural network modeling method as a financial analysis tool. The scientific novelty of the article is to develop and evaluate a financial analysis tool that can be applied for practical purposes the economic entities and the substantiation of the complexity of neural network models in predicting bankruptcy; lack of methodological support; the need to develop special software; the duration of the learning process to achieve the required accuracy of the model; compliance with the requirement for equal proportions of the studied groups of objects; the correct choice of neural network architecture for research purpose; representativeness and consistency of source data.

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Using of neural networks for assessing of the financial stability of companies

Bolotov

Suglobov

2020

Russian Journal of Management

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Main Components of Accounting and Analytical Support of Economic Security of Business

Glinskaya

2023

Russian Journal of Management

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In modern conditions, ensuring the economic security of a business is an important aspect of its successful functioning. Economic security means creating conditions that allow a business to minimize the risks of financial losses, maintain competitiveness and efficiency of its activities. The use of accounting and analytical software is a significant tool for ensuring the economic security of a business. The article discusses the main components of accounting and analytical support for increasing the level of economic security of a business.

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Theoretical approaches to the essence of economic security of organizations

Cited by 2 publications

References 2 publications

Using of neural networks for assessing of the financial stability of companies

Using of neural networks for assessing of the financial stability of companies

Main Components of Accounting and Analytical Support of Economic Security of Business

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