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ИД «Финансы и кредит»






Digest Finance

A scenario analysis of stress testing in the assessment of the main risks of a credit institution

Vol. 26, Iss. 2, JUNE 2021

PDF  Article PDF Version

Received: 28 March 2018

Received in revised form: 5 June 2018

Accepted: 21 June 2018

Available online: 29 June 2021

Subject Heading: Banking

JEL Classification: G17, G20, G21

Pages: 212–229


Svetlana Yu. SHAMRINA Stavropol State Agrarian University (Stavropol SAU), Stavropol, Russian Federation

ORCID id: not available

Anna N. LOMAKINA Nevinnomyssk Technological Institute, Branch of North-Caucasian Federal University (NCFU), Nevinnomyssk, Russian Federation

ORCID id: not available

Subject. The article examines the loan-to-value ratio in three dimensions. First, as a measure of leverage, helpful to understand the spread of systemic risk in the economy. Second, we identify LTV throughout financial covenants. Finally, we implement LTV to indicate the probability of default.
Objectives. The goal of the paper is to study the impact of collateral sufficiency on credit risk throughout adjusted financial covenants for bank corporate loans.
Methods. To conduct the research, the authors implement econometric methods, linear regressions and binary models.
Results. We have revealed the prevalence of the posterior theory of the impact of the collateral sufficiency on the credit risk evaluation by corporate loans. We have also revealed that the higher credit risks, the higher collateral requirements to pledge the loans.
Conclusions and Relevance. We have considered a new approach to identify collateral requirements, throughout LTV measures, as adjusted financial covenants on the Russian market. Lender’s preferences are being stronger at the time of downturns in economic activity. At the same time, economic growth neutralizes any visible behavioral favors/patterns. Hereby psychological risk components are quite essential, and need studying in modern banking.

Keywords: stress testing, scenario analysis, commercial bank, banking risks, financial stability


  1. Larionova I.V. et al. Risk-menedzhment v kommercheskom banke: monografiya [Risk-management in a commercial bank: a monograph]. Moscow, KnoRus Publ., 2016, 456 p.
  2. Pashkov R.V., Yudenkov Yu.N. [Russian version of Basel demand on reveal of information about risk and capital management. The project of statute on the system of management of risks and capital]. Bukhgalteriya i banki, 2016, no. 5. URL: Link (In Russ.)
  3. Travkina E.V. [Improvement of the approaches to the stress-testing in the Russian bank sector]. Biznes. Obrazovanie. Pravo = Business. Education. Law, 2012, no. 3, pp. 220–223. URL: Link (In Russ.)
  4. Petrov A.Yu., Petrova V.I. Kompleksnyi analiz finansovoi deyatel'nosti banka [Complex analysis of financial activity of a bank]. Moscow, Finansy i Statistika Publ., 2007, 562 p.
  5. Lobanov A.A., Chugunov A.V. Entsiklopediya finansovogo risk-menedzhmenta [Encyclopedia of financial risk-management]. Moscow, Al'pina Biznes Buks Publ., 2009, 932 p. URL: Link
  6. Moiseev S.R. [Secrecy in stress-testing]. Bankovskoe delo, 2010, no. 6, pp. 36–38. (In Russ.)
  7. Danilova E.O., Markov K.V. [Macroprudential Stress-testing of the Financial Sector: International Experience and the Bank of Russia's Approaches]. Den'gi i kredit = Money and Credit, 2017, no. 10, pp. 3–15. URL: Link (In Russ.)
  8. Sorokina I.O. [Approaches to stress-testing in Russian banks: evaluation of operational risk and liquidity risk]. Ekonomicheskii zhurnal, 2011, vol. 22, iss. 2, pp. 80–88. URL: Link (In Russ.)
  9. Shamrina S.Yu. [Methods for assessing risks in the Russian banks]. Izvestiya Kabardino-Balkarskogo nauchnogo tsentra RAN = KBSC RAS, 2013, no. 5, pp. 150–156. (In Russ.)
  10. Penikas G.I., Aleksirov F.T., Solodkov V.M. et al. Analiz matematicheskikh modelei Bazel' II [Analysis of mathematical models Basel II]. Moscow, FIZMATLIT, 2010, 288 p.
  11. Lomakina A.N. [Strategic management of complex of banking marketing]. Kontsept, 2014, no. 20, pp. 2541–2545. (In Russ.) URL: Link

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ISSN 2311-9438 (Online)
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