Financial insolvency of enterprises as a threat to the economic security of the region
https://doi.org/10.46845/2073-3364-2024-0-1-17-27
Abstract
The work substantiates the relevance of timely identification of the risk of financial insolvency in order to ensure the economic security of the region. The regions of the Northwestern Federal District were ranked, the dynamics of bankruptcies in the Kaliningrad region and regions with comparable values of the integral indicator were analyzed. The main aspects and factors influencing the financial security of organizations, as well as modern technologies and approaches used to identify and prevent financial problems are considered. Particular attention is paid to the analysis of traditional and alternative data, including the use of Big Data, data analytics, machine learning methods and forecasting algorithms to improve forecast accuracy. The article includes a comprehensive review of modern tools for identifying the risk of financial insolvency of enterprises as a threat to the economic security of the region.
About the Author
V. B. Gorbunova
INOTECU FGBOU VO “KSTU”
Russian Federation
Russian Federation
V. B. Gorbunova - candidate of econ. sciences, associate professor
Kaliningrad
References
1. Problems of economic security: new global challenges and changes / L. M. Anokhin, N. V. Anokhina, O. G. Arkadyeva [et al.]. Chelyabinsk: South Ural State. University (National Research University), 2021.715 p. (In Russ.).
2. Pobegailo M. G. Features of directions and factors of economic security // Baltic Economic Journal. 2021;2(34):48-55. (In Russ.).
3. Gorbunova V. B. Modern trends in the development of scientific and technical security of territories // Baltic Economic Journal. 2020;2(30):39-45. (In Russ.).
4. Northwestern Federal District. Access mode: https://rosstat.gov.ru/folder/506 (access date: 02/07/2024) (In Russ.).
5. Statistical bulletin of the Federal Resources Agency on bankruptcy. Access mode: https://download.fedresurs.ru/news (access date: 02/10/2024). (In Russ.).
6. Karlov A. M., Maruseva D. D. Methods for comparative analysis of assessing the probability of bankruptcy of organizations // Baltic Economic Journal. 2022;3(39):4-13. (In Russ.).
7. Afanasyeva A. N., Efimova N. F. Application of models for assessing the degree of bankruptcy of enterprises // Synergy Sciences. 2017;8:129-139. (In Russ.).
8. Ts2.space. Access mode: https://ts2.space/ru/machine-learning-for-analysisand-prediction/#gsc.tab=0 (access date: 02/04/2024) (In Russ.).
9. Ezhely S. M. Information technologies as objects of economic security // Baltic Economic Journal. 2023;1(41):4-16. (In Russ.).
Review
For citations:
Gorbunova V.B. Financial insolvency of enterprises as a threat to the economic security of the region. Baltic Economic Journal. 2024;(1(45)):17-27. (In Russ.) https://doi.org/10.46845/2073-3364-2024-0-1-17-27
Views:
20
Email this article 