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Abstract:The aim of this work is to develop a methodology for assessing the financial condition of the company and its creditworthiness and risk of bankruptcy based on the fuzzy modification of the Audit-IT integrated scoring methodology the program “Your financial analyst“). The modification was carried out using the approach developed by Nedosekin O.A. to assess the risk of bankruptcy of the enterprise consisting in the aggregation of indicators ratio analysis through standard five-point classifiers. The novelty of the proposed method lies in the possibility of transformation of the integral of the standard scoring techniques for assessing the financial condition of the company and MDA-methods of assessing the risk of bankruptcy into the corresponding fuzzy-set methods, has a number of important advantages. In particular, they allow you to change the complex of the studied parameters depending on the goals and objectives of the study without significant processing model; to adjust the weight parameters depending on the sectoral and territorial specificities, as well as expert assessments; to bring together the quantitative assessment indicators and dynamics of their change. In addition, based on the fuzzy techniques, it is possible to aggregate the estimates obtained for individual businesses in integrated assessment for the region as demonstrated by the example of agricultural enterprises of the Rostov region.
Keywords:aggregation of fuzzy methodology, comprehensive evaluation, financial statement analysis
References (transliterated):Abryutina M.S. (2012). Finansovyy analiz kommercheskoy deyatelnosti [Financial analysis] M.: «Finpress». (in Russian).
Alekseychik T.V., Bogachev T.V., Karasev D.N., Sakharova L.V., Stryukov M.B. (2019). Fuzzy method of assessing the intensity of agricultural production on a set of criteria of the level of intensification and the level of economic efficiency of intensification Advances in Intelligent Systems and Computing. (896). 790-798.
Barilenko V.I. (2009). Analiz khozyaystvennoy deyatelnosti [Business analysis] Moscow: Omega – L. (in Russian).
Bykadorov V.L., Alekseev P.D. (2013). Finansovo ekonomicheskoe sostoyanie predpriyatiya [The financial and economic condition of the enterprise] Moscow: PRIOR. (in Russian).
Gilyarovskaya L.T. (2006). Kompleksnyy ekonomicheskiy analiz khozyaystvennoy deyatelnosti [Comprehensive economic analysis of economic activities] M.: TK Velbi. Prospekt. (in Russian).
Grigoreva T.I. (2012). Finansovyy analiz dlya menedzherov: otsenka, prognoz [Financial analysis for managers: evaluation, prognosis] M.: Yurayt. (in Russian).
Ivasenko A.G., Nikonova Ya.I. (2008). Finansy organizatsiy (predpriyatiy) [Finances of organizations (enterprises)] M.: KNORUS. (in Russian).
Khriplivyy F.P., Khriplivyy A.F. (2012). Sravnitelnyy analiz metodov otsenki finansovogo sostoyaniya organizatsii [Comparative analysis of methods of an estimation of the financial condition of a company]. Scientific Journal of KubSAU. (81). 901-922. (in Russian).
Kovaleva A.M., Lapusta M.G., Skamay L.G. (2011). Finansy firmy [Finance] M.: INFRA-M. (in Russian).
Kuvshinov M.S. (2012). Innovatsionnye instrumenty prognozirovaniya otsenki finansovogo sostoyaniya predpriyatiya [Innovative prediction techniques of estimation of an enterprise financial condition]. Vestnik yuzhno-uralskogo gosudarstvennogo universiteta. seriya: ekonomika i menedzhment. (30(289)). 56-66. (in Russian).
Lapusta M.G., Mazurina T.Yu., Skamay L.G. (2008). Finansy organizatsiy (predpriyatiy) [Finances of organizations (enterprises)] M.: INFRA-M. (in Russian).
Markaryan E.A., Gerasimenko G.P. (2013). Vybor pokazateley dlya analiza finansovogo sostoyaniya predpriyatiya na razlichnyh stadiyakh zhiznennogo tsikla kak osnova otsenki effektivnosti deyatelnosti [The choice of indicators for the analysis of the financial condition of the enterprise at different stages of the life cycle as a basis for performance evaluation]. Bulletin of Taganrog Institute of Management and Economics. (2). 15-19. (in Russian).
Nedosekin A.O. (2003). Fuzzy financial management Moscow, Russia: AFA Library.
Nedosekin A.O. (2005). Otsenka riska biznesa na osnove nechetkikh dannyh [Assessment of business risk based on fuzzy data] SPb.. (in Russian).
Rusak N.A., Rusak V.A. (2012). Diagnostika finansovogo sostoyaniya predpriyatiya [Diagnostics of financial state of enterprise]. Labor and social relations. (9). 120-126. (in Russian).
Sabitova G.M. (2016). Finansovoe sostoyanie predpriyatiya kak vazhneyshaya kharakteristika ego deyatelnosti [Financial condition of the enterprise as an important feature of its activities]. The young scientist. (18(122)). 281-284. (in Russian).
Savitskaya G.V. (2004). Analiz khozyaystvennoy deyatelnosti predpriyatiya [Analysis of economic activity of the enterprise] M.: INFRA-M. (in Russian).
Sheremet A.D., Sayfulin R.S. (1999). Finansy predpriyatiy [Companies' finance] M.: INFRA-M. (in Russian).
Skamay L.G. (2018). Strakhovanie [Insurance] Moscow: Izdatelstvo Yurayt. (in Russian).
Skorokhod N.V. (2014). Finansovaya ustoychivost: soderzhanie, formy proyavleniya i otsenka [Financial stability: the contents, forms of expression and evaluation]. Economic sciences. (1(110)). 105-108. (in Russian).
Smelova T.A., Merzlikina G.S. (2003). Otsenka ekonomicheskoy sostoyatelnosti v antikrizisnom upravlenii predpriyatiem [The assessment of the economic viability of anti-crisis enterprise management] Volgograd, Rossiya: VolgGTU. (in Russian).
Vovchenko N.G., Stryukov M.B., Sakharova L.V., Domokur O.V. (2019). Fuzzy-logic analysis of the state of the atmosphere in large cities of the industrial region on the example of Rostov region Advances in Intelligent Systems and Computing. (896). 709-715.
Voytolovskiy N.V., Kalinina A.P., Mazurova I.I. (2009). Kompleksnyy ekonomicheskiy analiz predpriyatiya [Comprehensive economic analysis of the enterprise] SPb.: Piter. (in Russian).
Zhambekova R.L. (2012). Metodika sistemnoy ekonomicheskoy diagnostiki predpriyatiya [The method of the system of economic diagnostics of the enterprise] (in Russian).
Babich A.A. Tipologiya finansovoy ustoychivosti organizatsiySbornik nauchnyh trudov Sev. Kav. GTU. Seriya «Ekonomika». (in Russian). Retrieved from http://science.ncstu.ru/ articles/econom/2009_09/03.pdf/file_download
Finansovyy analiz. Auditorskaya firma «Avdeev i K»: auditorskie i bukhgalterskie uslugiAudit-IT. (in Russian). Retrieved from https://www.audit-it.ru