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1

Cheremisina, Svitlana. "Transformation of Economic and Financial Indicators of Functioning of Ukrainian Agrarian Sector of the Economy in the War Conditions." Economic journal Odessa polytechnic university 2, no. 28 (2024): 69–82. https://doi.org/10.5281/zenodo.12747083.

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It was established that during the first year of the war, the aggregate indicator of the efficiency of the functioning of agricultural enterprises decreased by 25.3% - from 18.31 to 13.67. However, the absolute value of this indicator in 2022 exceeds the indicators of 2017, 2018 and 2020. According to groups of indicators, efficiency indicators experienced the greatest decrease - more than 2 times (from 11.49 to 5.13). Economic and production indicators and indicators of the financial condition of agricultural enterprises decreased during the first year of the war by 19.5 and 18.1%, respective
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2

Zadorozhko, Glib, and Viktor Lavrynenko. "Impact of International Labor Migration on the Labor Market of EU." Economic journal Odessa polytechnic university 2, no. 28 (2024): 114–23. https://doi.org/10.5281/zenodo.12789082.

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It was established that during the first year of the war, the aggregate indicator of the efficiency of the functioning of agricultural enterprises decreased by 25.3% – from 18.31 to 13.67. However, the absolute value of this indicator in 2022 exceeds the indicators of 2017, 2018 and 2020. According to groups of indicators, efficiency indicators experienced the greatest decrease - more than 2 times (from 11.49 to 5.13). Economic and production indicators and indicators of the financial condition of agricultural enterprises decreased during the first year of the war by 19.5 and 18.1%, resp
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3

Mackevičius, Jonas, and Romualdas Valkauskas. "Methodology of the Integrated Analysis of Company's Financial Status and Its Performance Results." Business: Theory and Practice 11, no. (3) (2010): 213–21. https://doi.org/10.3846/btp.2010.24.

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Information about company's financial status and its performance results is very important for the objective evaluation of company's position in the market and competitive possibilities in the future. Such information is provided in the financial statement. It is important to apply and investigate this information properly. The methodology of company's financial status and performance results integrated analysis is recommended in this article. This methodology consists of these three elements: 1) research of absolute financial indicators variation; 2) calculation and estimation of relative fin
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4

Cheremisina, Svitlana. "Transformation of Economic and Financial Indicators of Functioning of Ukrainian Agrarian Sector of the Economy in the War Conditions." Economic journal Odessa polytechnic university 2, no. 28 (2024): 69–82. http://dx.doi.org/10.15276/ej.02.2024.8.

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It was established that during the first year of the war, the aggregate indicator of the efficiency of the functioning of agricultural enterprises decreased by 25.3% - from 18.31 to 13.67. However, the absolute value of this indicator in 2022 exceeds the indicators of 2017, 2018 and 2020. According to groups of indicators, efficiency indicators experienced the greatest decrease - more than 2 times (from 11.49 to 5.13). Economic and production indicators and indicators of the financial condition of agricultural enterprises decreased during the first year of the war by 19.5 and 18.1%, respective
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5

AZARYAN, Elena M., Vladislav O. BESSARABOV, and Oksana V. MELENT'EVA. "Logical and statistical modeling of the integral indicator of financial stability." Economic Analysis: Theory and Practice 24, no. 4 (2025): 79–100. https://doi.org/10.24891/ea.24.4.79.

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Subject. The article addresses the logical and statistical modeling of financial stability indicators of enterprises. Objectives. The study aims at logical and statistical modeling of integral indicator of financial stability, and comparison of the results with expert estimates. Methods. The study employs analysis and synthesis, dialectical cognition and abstraction, expert assessments, and logical and statistical modeling. Results. Based on the assessment of financial stability coefficients (absolute liquidity, financial independence, financial stability, equity maneuverability, profitability
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6

Galaktionova, N. V., and A. A. Rudetskaya. "ANALYSIS OF FINANCIAL RESULTS IN «RIMBUNAN HIJAU MDF»." Vestnik of Khabarovsk State University of Economics and Law, no. 1-2 (October 20, 2020): 44–47. http://dx.doi.org/10.38161/2618-9526-2020-1-2-22.

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This article describes the essence and significance of the analysis of financial results of an enterprise. In the practical part, an example of analyzing the dynamics of profit indicators is considered. Profitability indicators are calculated. Factor analysis of profitability from sales using the method of absolute differences is performed.
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7

Valkauskas, Romualdas. "ASSESSMENT OF THE FINANCIAL POSITION OF A COMPANY: THEORETICAL ASPECT." Ekonomika 92, no. 3 (2013): 166–80. http://dx.doi.org/10.15388/ekon.2013.0.1617.

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Abstract. The article provides evidence on company’s financial position and its perspectives depending on rational methods of analysis providing reliable and exact evaluations. It is stated that if the absolute and relative financial indicators are not provided, indicator standardization and the analysis of standardized values are not defined, and the complex indicator which shows the synthetic financial position of a company is not presented; without the analysis and assessment of structural changes of the indicator it would be difficult to ensure a company’s successful position in the compet
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8

Kozminykh, O. V. "DEFINITION AND METHODS TO ESTIMATE THE FINANCIAL STABILITY OF INDIVIDUALS." Vektor nauki Tol'yattinskogo gosudarstvennogo universiteta. Seriya Ekonomika i upravlenie, no. 2 (2021): 11–16. http://dx.doi.org/10.18323/2221-5689-2021-2-11-16.

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Current conditions for conducting financial and economic activities create the necessity to develop a methodology for the financial stability assessment of both legal entities and individuals. It is related to the implementation of entrepreneurial activities by physical entities as individual entrepreneurs, the delivery of professional services as self-employed, and the conclusion of outsourcing agreements. However, the analysis of approaches to the definition of the concept of financial stability of individuals allowed concluding that this issue has not received proper theoretical understandi
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9

Lopata, Audrius, Saulius Gudas, Rimantas Butleris, et al. "Financial Data Anomaly Discovery Using Behavioral Change Indicators." Electronics 11, no. 10 (2022): 1598. http://dx.doi.org/10.3390/electronics11101598.

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In this article we present an approach to financial data analysis and anomaly discovery. In our view, the assessment of performance management requires the monitoring of financial performance indicators (KPIs) and the characteristics of changes in KPIs over time. Based on this assumption, behavioral change indicators (BCIs) are introduced to detect and evaluate the changes in traditional KPIs in time series. Three types of BCIs are defined: absolute change indicators (BCI-A), relative change indicators (ratio indicators BCI-RE), and delta change indicators (D-BCI). The technique and advantages
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10

Ayoub, Razouk, El Mehdi Falloul Moulay, Harkati Ayman, and Touhami Fatima. "Performance evaluation of technical indicators for forecasting the moroccan stock index using deep learning." Indonesian Journal of Electrical Engineering and Computer Science 32, no. 3 (2023): 1785–94. https://doi.org/10.11591/ijeecs.v32.i3.pp1785-1794.

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Navigating the complex terrain of financial markets requires accurate forecasting tools, underscoring the need for effective forecasting methods to assist investors and policymakers alike. This paper explores deep learning techniques for forecasting the Moroccan all shares index (MASI), a prominent indicator of the Moroccan stock market. The study aims to evaluate the performance of technical indicators in enhancing the accuracy of MASI predictions. A comprehensive dataset of daily closing prices of the MASI index is collected and 26 technical indicators are computed from the historical price
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11

Angelia, Maria Pinita, and Rudi Purwono. "The convergence of financial sector in Asia." International Journal of Research in Business and Social Science (2147- 4478) 10, no. 6 (2021): 166–73. http://dx.doi.org/10.20525/ijrbs.v10i6.1319.

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This study aims to identify the convergence of financial sector development and the effect of macroeconomic variables on each financial sector development indicator in Asia. The sample used consists of 24 countries in Asia during the period 2010-2018. Identification of convergence using ?-convergence absolute and conditional. Indicators are used to represent the development of the financial sector namely private credit, liquid liabilities, stock market capitalization, and stock market turnover. Empirical evidence was based on the Generalized Method of Moment (GMM) estimation technique. The res
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12

Martjanov, Dmytro, Yaroslav Vyklyuk, and Mariya Fleychuk. "Modeling cryptocurrency market dynamics using machine learning tools." System research and information technologies, no. 4 (December 26, 2023): 54–68. http://dx.doi.org/10.20535/srit.2308-8893.2023.4.04.

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The article analyzes the dynamics of the cryptocurrency market (Bitcoin) using econometric estimation tools based on machine learning models. The forecasting method is improved based on time series decomposition and lagged shifts of financial indicators. An ensemble of short-term forecast models for the Bitcoin exchange rate is built, and its accuracy is analyzed and compared to individual component models. Time series models are used along with calculated financial indicators (ADODS, NATR, TRANGE, ATR, OBV, RSI, ADTV). The absolute deviation of the short-term forecast amounted to $9.5, which
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13

Boltava, A. L., V. A. Budtueva, and V. A. Romanova. "Tools for assessing the financial stability of the enterprise." Scientific bulletin of the Southern Institute of Management, no. 2 (June 25, 2020): 35–41. http://dx.doi.org/10.31775/2305-3100-2020-2-35-41.

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This article describes in detail one of the main tools for assessing the financial stability of an enterprise. The study describes a method for analyzing the financial stability of an enterprise based on relative indicators: its own working capital, the aggregate of its own and long-term funds, the total amount of sources for the formation of reserves and costs of an economic entity, and shows practical calculations on the example of an economic entity. The study reveals the essence of the method for determining one of the four types of financial situation: absolute stability, normal stability
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14

Razouk, Ayoub, Moulay El Mehdi Falloul, Ayman Harkati, and Fatima Touhami. "Performance evaluation of technical indicators for forecasting the moroccan stock index using deep learning." Indonesian Journal of Electrical Engineering and Computer Science 32, no. 3 (2023): 1785. http://dx.doi.org/10.11591/ijeecs.v32.i3.pp1785-1794.

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<span>Navigating the complex terrain of financial markets requires accurate forecasting tools, underscoring the need for effective forecasting methods to assist investors and policymakers alike. This paper explores deep learning techniques for forecasting the Moroccan all shares index (MASI), a prominent indicator of the Moroccan stock market. The study aims to evaluate the performance of technical indicators in enhancing the accuracy of MASI predictions. A comprehensive dataset of daily closing prices of the MASI index is collected and 26 technical indicators are computed from the histo
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15

Kubetska, Olha M., and Kubetska Ostapenko. "A Methodical Instrumentarium for Analyzing the Financial Sustainability of Enterprise." Business Inform 5, no. 544 (2023): 203–8. http://dx.doi.org/10.32983/2222-4459-2023-5-203-208.

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The article considers the issue of role of analysis of financial sustainability of enterprise in ensuring its current activity. The article is aimed at generalizing the methodical instruments of financial analysis of enterprise sustainability. The calculation of indicators will enable business executives to determine the degree of dependence of the enterprise on creditors and investors, as well as the level of its financial situation. The article generalizes the theoretical provisions on application of different approaches/methods of analysis/assessment of financial sustainability of organizat
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16

Варналій, З. С., та А. М. Мехед. "ТЕОРЕОТИКО-МЕТОДИЧНІ ПІДХОДИ ДО ОЦІНКИ ФІНАНСОВОЇ БЕЗПЕКИ СУБ'ЄКТІВ ПІДПРИЄМНИЦТВА". Наукові записки Львівського університету бізнесу та права. Серія економічна. Серія юридична, № 32 (30 березня 2022): 203–11. https://doi.org/10.5281/zenodo.6639106.

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The key result of the business entity is the indicators of its financial condition, which signal the level of financial security established at the enterprise. However, the difficulty of assessing the level of financial security of business entities is complicated by the lack of a unified approach to the assessment of financial security. This, in turn, makes it difficult to choose indicators that serve as criteria for assessing the financial security of the enterprise and determining indicators of levels of financial security of the enterprise. The paper examines various scientific approaches
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17

KUDRYAVTSEVA, Tat'yana Yu, and Anastasiya A. GRACHEVA. "Substantiating the normative values of company's liquidity ratios: Evidence from the engineering, transport and logistics industries." Financial Analytics: Science and Experience 16, no. 3 (2023): 250–65. http://dx.doi.org/10.24891/fa.16.3.250.

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Subject. The article addresses the normative values of financial indicators of the liquidity group that are formed as a result of financial and economic relations of the enterprise. Objectives. The aim is to calculate the normative values of financial indicators of the liquidity group for engineering, transport and logistics companies, using the hierarchical cluster analysis tool. Methods. The study draws on general scientific research methods. Results. We offered an algorithm to calculate the normative values of financial indicators, using the hierarchical cluster analysis; calculated the nor
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18

Avlasenko, Ilona, Lyudmila Avlasenko, Isa Peshkhoev, Yuri Podkolzin, and Oksana Savelyeva. "Analysis of sensitivity of a company's financial sustainability to random factors." E3S Web of Conferences 210 (2020): 13002. http://dx.doi.org/10.1051/e3sconf/202021013002.

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In this article the problem of influence of accidental changes of financial indicators of enterprise activity (equity, long-term/short-term borrowed capital, reserves and costs, etc.) caused by uncertainty of market conditions on values of indicators of financial stability is considered. The study is conducted on the basis of the assumption that the studied financial indicators of the enterprise are random values with a normal law of distribution. To estimate the distribution parameters of these random values, statistical data on the values of the financial indicators of the enterprise for pre
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19

Haustova, Galina, Lyudmila Zaporozhceva, Mariya Chirkova, and Irina Shamrina. "IMPROVING THE METHODOLOGY OF INTEGRATED ASSESSMENT OF FINANCIAL STABILITY OF ORGANIZATIONS." Vestnik of Kazan State Agrarian University 19, no. 1 (2024): 132–38. http://dx.doi.org/10.12737/2073-0462-2024-132-138.

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When assessing the financial condition of organizations in general and their financial stability, in particular, a variety of individual indicators is used, which complicates the analysis process and makes it difficult to develop reliable recommendations for the rational use of financial resources. In the presented study, to eliminate these shortcomings, we recommend conducting an integral assessment of the financial stability of organizations, which will be based on the parameters obtained as a result of the analysis of the main components of the financial condition of a business entity. The
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20

Fozap, Francis Magloire Peujio. "Hybrid Machine Learning Models for Long-Term Stock Market Forecasting: Integrating Technical Indicators." Journal of Risk and Financial Management 18, no. 4 (2025): 201. https://doi.org/10.3390/jrfm18040201.

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Stock market forecasting is a critical area in financial research, yet the inherent volatility and non-linearity of financial markets pose significant challenges for traditional predictive models. This study proposes a hybrid deep learning model, integrating Long Short-Term Memory (LSTM) networks and Convolutional Neural Networks (CNNs) with technical indicators to enhance the predictive accuracy of stock price movements. The model is evaluated using Root Mean Squared Error (RMSE), Mean Absolute Error (MAE), Mean Absolute Percentage Error (MAPE), and R2 score on the S&P 500 index over a 14
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21

Kornilov, Dmitry, and Elena Kornilova. "Popular indicators of the crisis in financial markets." Economy under Guard 2021, no. 4 (2021): 34–44. http://dx.doi.org/10.36511/2588-0071-2021-4-34-44.

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The article provides an overview of the factors that ensure the growth of the US stock market despite the fact that a number of popular indicators signal the opposite. The dynamics of indicators (Total Market Cap) / GDP, (Total Market Cap) / (GDP + Total Assets of Fed) and P/E, Shiller P/E ratios are presented. According to Buffett’s Total Market Cap / GDP indicator, the stock market is now “significantly overvalued” and the Shiller P/E ratio has surpassed the “Great Depression” period. At the same time, an increase in the amount of money in circulation as a result of the implementation of Qua
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22

Myniv, R. M., V. О. Ivashkiv, and Н. M. Mokrytska. "Features of the methodology for assessing budget efficiency investment pro-jects." Scientific Messenger of LNU of Veterinary Medicine and Biotechnologies 23, no. 98 (2021): 40–44. http://dx.doi.org/10.32718/nvlvet-e9806.

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The analysis of current regulations shows that only a few indicators (budgetary effect) are used to assess the budget efficiency of investment projects in Ukraine, and the decision on financing is not made from it. As a result, it is necessary to raise the issue of introducing an additional system of indicators for assessing the effectiveness of investment projects, which characterize the return on investment of budget funds. Thus, the purpose of this study is to develop proposals for improving the methodology for assessing the budget effectiveness of investment projects. The main indicator fo
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23

S. Savina. "ARTIFICIAL INTELLIGENCE IN ANALYZING THE CAPITAL STRUCTURE EFFECT ON FINANCIAL STABILITY." BULLETIN 1, no. 383 (2020): 277–87. http://dx.doi.org/10.32014/10.32014/2020.2518-1467.33.

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Financial stability is an important measure used by stakeholders to assess the financial situation of an entity concerned. Economic worries caused by internal business issues, global processes, and international economic (regional) integration may increase the entity’s exposure to external factors. Financial stability considers the entity’s dependence on creditors and investors, i.e. the debt-to-equity ratio. Significant liabilities that are not fully covered by the entity’s own liquid funds create preconditions for bankruptcy should any large creditor demand settlement of any debts owed to it
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24

Жилкина and Anna ZHilkina. "Graphical Method of Financial Analysis As Effective Instrument for Real Economy’s Financial Management." Administration 3, no. 4 (2015): 10–17. http://dx.doi.org/10.12737/16692.

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The paper is devoted to questions related to financial analysis’s graphical method development, the necessity
 for which has arisen from organizations management need in the objective and comprehensive information on
 these organizations’ financial status. The offered graphic way of book-keeping report indices visualization as a
 special diagram hereinafter called the balancegram allows estimate organization’s financial status in general,
 and the special balancegrams for each object allow make it even by those managers who had not a special
 financial training. Perfor
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25

Anastasiia, Poltorak, Potryvaieva Natalia, Kuzoma Vitalii, Volosyuk Yuriy, and Bobrovska Nadia. "Development of doctrinal model for state financial security management and forecasting its level." Eastern-European Journal of Enterprise Technologies 5, no. 13 (113) (2021): 26–33. https://doi.org/10.15587/1729-4061.2021.243056.

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A doctrinal model of state financial security management in the context of globalization changes has been developed. The model is formed at five levels (doctrinal, conceptual, strategic, programmatic, planned), contains a logical continuum of mission, priorities in the financial sector and the level of technological innovation, influencing factors and a system of actions aimed at achieving goals. This model accumulates a set of solutions aimed at adapting to transformational processes in the economy associated with new needs of states, globalization processes in the world financial space, tech
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26

Doudoglo, Tatiana, and Irina Bessarab. "Features of the comparative analysis of the efficiency of land use at agricultural enterprises." Vector European, no. 2 (November 2021): 93–99. http://dx.doi.org/10.52507/2345-1106.2021-2.19.

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This work shows the importance of comparing economic indicators in the analysis, it also emphasizes that with the help of comparison we can identify causes and effects, establish trends and patterns, as well as the relationship of economic phenomena and processes, their development and the effectiveness of the use of material, labor and financial resources. Comparison indicators can be presented using absolute, relative and average values. They are widely used in economic calculations. Most often, when comparing economic indicators, calculations are performed to determine their four types: abs
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27

Zadorozhnyy, Zenovii-Mykhailo, Volodymyr Muravskyi, Svitlana Zhukevych, Nadiya Khoma, Iryna Danylyuk, and Roman Bashutskyy. "FINANCIAL STABILITY IN THE MANAGEMENT SYSTEM OF ENTERPRISES: SYSTEM ANALYSIS AND FORMALIZATION OF ASSESSMENTS IN THE CONDITIONS OF SUSTAINABLE DEVELOPMENT." Financial and credit activity problems of theory and practice 6, no. 59 (2024): 234–50. https://doi.org/10.55643/fcaptp.6.59.2024.4592.

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The idea of sustainable development entails the modernization of the financial mechanism and the development of financial activity models in the context of ensuring their stability at various levels of economic management. Financial stability refers to the state of financial resources where assets and liabilities are balanced in a fluctuating internal and external environment, maintaining financial solvency and appealing to investors, all while operating within a manageable risk threshold. The analysis of such indicators allows for assessing the enterprise's readiness to meet its debts, financ
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28

Khalyapin, Alexey A., Irina P. Boyko, Tamila N. Gelieva, and Valeriya A. Sergeeva. "IMPLEMENTATION OF AN INVESTMENT PROJECT AS A TOOL FOR IMPROVING THE FINANCIAL STABILITY OF AN ORGANIZATION." EKONOMIKA I UPRAVLENIE: PROBLEMY, RESHENIYA 5/3, no. 137 (2023): 117–26. http://dx.doi.org/10.36871/ek.up.p.r.2023.05.03.013.

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This article examines the financial stability of the organization, factors affecting the economy and the functioning of economic entities. The definition of the concept of “financial stability” and indicators of financial stability assessment, divided into absolute and relative, were considered. The principles of financial stability management techniques were also listed and characterized. With the help of the golden rule of economics, the reproduction security and stability of the organization’s position in the market are calculated and the corresponding conclusions are formulated. The role o
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29

Omarova, A. I., L. M. Ibrayeva, G. D. Amaniyazova, and Zh Taskinbaykyzy. "Assessment of the financial potential of the company." Bulletin of "Turan" University, no. 2 (July 3, 2023): 11–25. http://dx.doi.org/10.46914/1562-2959-2023-1-2-11-25.

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The importance of a company’s financial potential lies in the fact that it should be considered as a hidden internal reserve. Financial resources are a reserve created by the financial system of the enterprise and providing inertia of selfdevelopment, self-preservation and development of stability of the financial system of the enterprise. The research is based on the analysis and evaluation of specialized literature and scientific publications on financial indicators of economic activity and their role in assessing the effectiveness of the enterprise. The financial stability of the company me
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30

Nam, Sookyong, Lach Akasy, and Minjong Shin. "An International Comparative Study on Performance-Based Financial Allocation of University General Financial Aid Project: Focusing on the Cases of the US and Finland." Korean Society for the Economics and Finance of Education 32, no. 2 (2023): 79–112. http://dx.doi.org/10.46967/jefe.2023.32.2.79.

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The purpose of this study is to find ways to improve the performance-based financial allocation of general financial support programs for universities in Korea. To this end, an international comparative research method was used to obtain implications based on the cases of the United States and Finland, which introduced performance-based systems in university financial allocation before Korea. The implications for policy improvement based on the results of international comparative analysis are as follows. First, the performance-based financial allocation system for universities is operated bas
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31

VEKO, R. "ON IMPROVING THE ASSESSMENT OF THE SOLVENT CAPACITY OF BUSINESS ENTITIES." Vestnik of Polotsk State University Part D Economic and legal sciences, no. 3 (November 22, 2024): 7–11. http://dx.doi.org/10.52928/2070-1632-2024-68-3-7-11.

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This paper discusses the shortcomings of traditional liquidity ratios and proposes an algorithm for more accurately assessing the solvency of organizations. Particular attention is paid to the solvency ratio for current liabilities, which should be analyzed in conjunction with other indicators. The importance of an integrated approach to the analysis of financial indicators, including absolute and quick liquidity ratios, is emphasized.
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32

Pilvere-Javorska, Aija, and Irina Pilvere. "European Nordic Countries Stock Market Listed Companies’: Factor and Cluster Analysis Approach." Emerging Science Journal 4, no. 6 (2020): 443–53. http://dx.doi.org/10.28991/esj-2020-01244.

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Public financial markets are crucial in the access to the funding and as a platform for investments to the investors in today’s world. Nordic European Union countries such as Sweden, Finland and Denmark are considered to have advanced and well-developed stock markets, while neighboring three Baltic States have rather small stock market. Backbone of the stock market are there listed companies. In this analysis authors attempt to analyze 510 Nordic countries listed companies’ absolute value indicators using factor and cluster analysis and to compare results with similar analysis of the Baltic St
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33

Meher, Kishor, and Henok Getaneh. "Impact of determinants of the financial distress on financial sustainability of Ethiopian commercial banks." Banks and Bank Systems 14, no. 3 (2019): 187–201. http://dx.doi.org/10.21511/bbs.14(3).2019.16.

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The study aims to investigate the impact of determinants of financial distress on financial sustainability of Ethiopian commercial banks. The balanced panel data of 12 commercial banks of Ethiopia have been taken for the study from 2011 to 2017. The research deploys Ordinary Least Square (OLS) Regression Model. The indicators of financial distress are bank’s specific internals and macro-economic factors. The proxies of financial sustainability are Return on Assets, Return on Equity, Financial Stability Index and Bank Soundness. The findings reveal that the Absolute Liquidity Risk and Net Incom
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34

Ilyin, P. A. "THE MODEL OF ECONOMIC SECURITY ASSESSMENT DESIGNED USING THE METHODS OF CORRELATION AND REGRESSION ANALYSIS." Vektor nauki Tol'yattinskogo gosudarstvennogo universiteta. Seriya Ekonomika i upravlenie, no. 3 (2021): 35–42. http://dx.doi.org/10.18323/2221-5689-2021-3-35-42.

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In the context of a slowdown in the growth of the world economy, and the national economies reformatting as a result of sanitary and epidemiological restrictions, the issue of establishing economic security criteria and indicators at various levels of the economy becomes urgent. The primary element of the Russian economy creating goods, performing work, and providing services is an enterprise. Since currently, there are different scientific points of view, and there is no unified approach to this issue, there is a need to create a scientifically based model, including using mathematical method
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35

Ilyin, P. A. "THE MODEL OF ECONOMIC SECURITY ASSESSMENT DESIGNED USING THE METHODS OF CORRELATION AND REGRESSION ANALYSIS." Vektor nauki Tol'yattinskogo gosudarstvennogo universiteta. Seriya Ekonomika i upravlenie, no. 3 (2021): 35–42. http://dx.doi.org/10.18323/2221-5689-2021-3-35-42.

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In the context of a slowdown in the growth of the world economy, and the national economies reformatting as a result of sanitary and epidemiological restrictions, the issue of establishing economic security criteria and indicators at various levels of the economy becomes urgent. The primary element of the Russian economy creating goods, performing work, and providing services is an enterprise. Since currently, there are different scientific points of view, and there is no unified approach to this issue, there is a need to create a scientifically based model, including using mathematical method
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36

Shereshashvili, Bezhan, and Levan Sabauri. "Key Aspects of Analysis of Profit and Profitability of Georgian Winemaking on the Example of JSC “Badagoni”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/ecs104/1-2/145.

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Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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37

Shereshashvili, Bezhan, and Levan Sabauri. "Key Aspects of Analysis of Profit and Profitability of Georgian Winemaking on the Example of JSC “Badagoni”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/ecs104/1-2-161.

Full text
Abstract:
Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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38

Shereshashvili, Bezhan, and Levan Sabauri. "Key Aspects of Analysis of Profit and Profitability of Georgian Winemaking on the Example of JSC “Badagoni”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/ecs104/1-2-145.

Full text
Abstract:
Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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39

Bezhan Shereshashvili, Bezhan Shereshashvili, and Levan Sabauri Levan Sabauri. "Key Aspects of Analysis of Profit and Profitability of Georgian Winemaking on the Example of JSC “Badagoni”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/ecs104/1-2/2021-145.

Full text
Abstract:
Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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40

Bezhan Shereshashvili, Bezhan Shereshashvili, and Levan Sabauri Levan Sabauri. "Key Aspects of Analysis of Profit and Profitability of Georgian Winemaking on the Example of JSC “Badagoni”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/ecs104/1-2/161.

Full text
Abstract:
Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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41

Bezhan Shereshashvili, Bezhan Shereshashvili, and Levan Sabauri Levan Sabauri. "KEY ASPECTS OF ANALYSIS OF PROFIT AND PROFITABILITY OF GEORGIAN WINEMAKING ON THE EXAMPLE OF JSC “BADAGONI”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/bezsh/ecs104/01-02-2021/145.

Full text
Abstract:
Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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42

Bezhan Shereshashvili, Bezhan Shereshashvili, and Levan Sabauri Levan Sabauri. "KEY ASPECTS OF ANALYSIS OF PROFIT AND PROFITABILITY OF GEORGIAN WINEMAKING ON THE EXAMPLE OF JSC “BADAGONI”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/ecs104/01-02-2021/145.

Full text
Abstract:
Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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43

Bezhan Shereshashvili, Bezhan Shereshashvili, and Levan Sabauri Levan Sabauri. "KEY ASPECTS OF ANALYSIS OF PROFIT AND PROFITABILITY OF GEORGIAN WINEMAKING ON THE EXAMPLE OF JSC “BADAGONI”." PIRETC-Proceeding of The International Research Education & Training Centre 104, no. 1-2 (2021): 145–61. http://dx.doi.org/10.36962/ecs104/1-2/0145.

Full text
Abstract:
Profit is the main goal and the ultimate financial result of the business. Profit is an absolute indicator of the business operations of an enterprise and the main source of formation of its financial resources. Profit provides a characterization of the economic result obtained by enterprise as a result of its activities and, as a key indicator for assessing the activities of the enterprise, profit contributes to an increase in production, sales and product quality. The analysis of profit indicators allows us to draw important conclusions, but does not show the level of use of economic resourc
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44

Velikorossov, Vladimir V., Sergei A. Filin, and Andrey L. Poltarykhin. "COMPANY’S FINANCIAL SUSTAINABILITY ANALYSIS: DECISION MAKING." EKONOMIKA I UPRAVLENIE: PROBLEMY, RESHENIYA 1/5, no. 133 (2023): 86–93. http://dx.doi.org/10.36871/ek.up.p.r.2023.01.05.010.

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The article assesses the financial stability of Surgutneftegas PJSC. Positive and negative trends in the company’s development are monitored and a number of solutions are offered to stabilize the financial condition. The article briefly describes the main absolute and relative indicators of financial stability and gives their assessment. The authors of the article focus on the accumulated liquid assets of Surgutneftegas PJSC, which, on the one hand, provide a financial cushion for the company, and on the other, are foreign exchange risk and postpone the development of the company in many areas
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Bagalkot, Sneha S., Dinesha H. A., and Nagaraj Naik. "A novel technique for selecting financial parameters and technical indicators to predict stock prices." International Journal of Electrical and Computer Engineering (IJECE) 15, no. 2 (2025): 2192. https://doi.org/10.11591/ijece.v15i2.pp2192-2201.

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Stock price predictions are crucial in financial markets due to their inherent volatility. Investors aim to forecast stock prices to maximize returns, but accurate predictions are challenging due to frequent price fluctuations. Most literature focuses on technical indicators, which rely on historical data. This study integrates both financial parameters and technical indicators to predict stock prices. It involves three main steps: identifying essential financial parameters using recursive feature elimination (RFE), selecting quality stocks with a decision tree (DT), and forecasting stock pric
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46

Bagalkot, Sneha S., A. Dinesha H., and Nagaraj Naik. "A novel technique for selecting financial parameters and technical indicators to predict stock prices." International Journal of Electrical and Computer Engineering (IJECE) 15, no. 2 (2025): 2192–201. https://doi.org/10.11591/ijece.v15i2.pp2192-2201.

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Abstract:
Stock price predictions are crucial in financial markets due to their inherent volatility. Investors aim to forecast stock prices to maximize returns, but accu- rate predictions are challenging due to frequent price fluctuations. Most litera- ture focuses on technical indicators, which rely on historical data. This study integrates both financial parameters and technical indicators to predict stock prices. It involves three main steps: identifying essential financial parameters us- ing recursive feature elimination (RFE), selecting quality stocks with a decision tree (DT), and forecasting stoc
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Maria, Evi, Teguh Wahyono, Kristoko Dwi Hartomo, Purwanto Purwanto, and Christian Arthur. "BiLSTM OptiFlow: an enhanced LSTM model for cooperative financial health forecasting." Bulletin of Electrical Engineering and Informatics 14, no. 3 (2025): 2004–16. https://doi.org/10.11591/eei.v14i3.8653.

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This paper presents bidirectional long short-term memory (BiLSTM) OptiFlow, an optimized deep learning model designed to predict the financial health of cooperatives using key financial ratios: debt to equity ratio (DER), net profit margin (NPM), and return on equity (ROE). By leveraging a BiLSTM architecture combined with an optimal decayed learning rate, this model aims to enhance forecasting accuracy. The proposed model was tested against three established methods—recurrent neural network (RNN), long short-term memory (LSTM), and gated recurrent unit (GRU)—and evaluated using mean absolute
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48

Muyeche, Douglas, Chricencia Murape, and Norbert Mungwini. "Firm Financial Perfomance Prior to Delisting." International Journal of Development Research 4, no. 3 (2014): 736–40. https://doi.org/10.5281/zenodo.2547374.

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This paper seeks to establish whether Interfresh Holding’s financials were relevant in signalling there being a probability of delisting prior to management’s decision at an Extra-Ordinary general meeting. The study makes use of the published financials from as far back as 2009 up to those published a year before the decision to delist. Key financial and performance indicators are analysed and the trend noted and contrasted to other findings in different economic set-ups. In the last two years of operation as a listed entity, Altman’s z-score is applied to the company’s
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LOPATOVSKA, Oksana, and Кarina PONOMAROVA. "MODERN METHODOLOGY OF LIQUIDITY AND SOLVENCY ANALYSIS OF THE ENTERPRISE." Herald of Khmelnytskyi National University. Economic sciences 310, no. 5(1) (2022): 221–28. http://dx.doi.org/10.31891/2307-5740-2022-310-5(1)-36.

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The article examines the defined and characterized currently existing methods of researching the liquidity and solvency of domestic enterprises. According to the results of the research of numerous studies, the “most optimal” interpretations of the concepts of “liquidity” and “solvency” of the enterprise were determined according to the authors. The authors defined the purpose, tasks and functions of the analysis of liquidity and solvency of the enterprise. It was found that today the majority of domestic scientists propose to conduct their research in two directions: directly analyze the bala
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Afiantara, Agus, Bagus Mahawan, and Eka Budiarto. "Predicting of Banking Stability Using Machine Learning Technique of Random Forests." ACMIT Proceedings 6, no. 1 (2021): 1–8. http://dx.doi.org/10.33555/acmit.v6i1.89.

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The purpose of this research is to create a predicting model of banking stability in Indonesia. Authors use a small set of explanatory indicators primarily related to the banking industry and some relevant economic variables. Among the indicators candidate to be used in this study are the indicator of banking industry, the money markets, capital markets and creditors, and the macro-economic indicator. The source of data in this research is obtained from CEIC and SEKI (Indonesian Economic and Financial Statistics) that published by Central Bank of Indonesia from 2004 and 2011. Principal Compone
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