+7 925 966 4690, 9am6pm (GMT+3), Monday – Friday
ИД «Финансы и кредит»

JOURNALS

  

FOR AUTHORS

  

SUBSCRIBE

    
Financial Analytics: Science and Experience
 

Modeling a consumer credit portfolio in Russia using the techniques of dynamic system investigation

Vol. 10, Iss. 12, DECEMBER 2017

PDF  Article PDF Version

Received: 4 August 2017

Received in revised form: 17 October 2017

Accepted: 26 October 2017

Available online: 14 December 2017

Subject Heading: MATHEMATICAL ANALYSIS AND MODELING IN ECONOMICS

JEL Classification: E43, E47, G17

Pages: 1346–1361

https://doi.org/10.24891/fa.10.12.1346

Evstaf'ev K.A. Kaliningrad State Technical University, Kaliningrad, Russian Federation
konstantin.evstafev@klgtu.ru

Importance The article deals with the issues of research of significant change in the consumer credit market.
Objectives The goal of the paper is to develop a consumer credit market model able to evaluate the efficiency of the credit. Besides, the author aims at obtaining a medium-term forecast of changes in the retail loan portfolio structure.
Methods The study uses statistical methods. The parameters of consumer loans market in 2013 are calculated with the author's method of dynamic processes modeling, regression and correlation analysis of processed report data.
Results The work has obtained a dynamic model of the consumer credit market structure for the period July 2013 to April 2017. The author also presents a forecast of the structure of the retail loan portfolio for 2018 and 2019.
Conclusions and Relevance On the basis of the designed model, it is possible to draw conclusions and forecasts about the effectiveness of measures to regulate the full value of consumer loans and assess their impact on the market.

Keywords: total cost, credit, dynamic model, regression analysis, automatic control theory

References:

  1. Starostina S.A. [Trends in the interrelation between consumer credit and socio-economic development in Russia]. Finansy i kredit = Finance and Credit, 2016, no. 24, pp. 35–44. (In Russ.)
  2. Ivanov O.M., Shcherbakova M.A. Kommentarii k Federal'nomu zakonu “O potrebitel'skom kredite (zaime)” [Comment on the Federal law “On the consumer credit”]. Moscow, Statut Publ., 2014, 767 p. URL: Link
  3. Stepanova O.A., Orlova S.A., Shportova T.V. [Consumer lending in Russia: problems and solutions]. Fundamental'nye issledovaniya = Fundamental Research, 2015, no. 2-13, pp. 2930–2932. URL: Link (In Russ.)
  4. Dimitriadi G.G. [On the full loan cost]. Bankovskoe delo = Banking, 2015, no. 1, pp. 76–79. (In Russ.)
  5. Ivanov A.P., Mikhalev A.S. [The impact of the policy of lending to individuals on bank's stability]. Finansovaya analitika: problemy i resheniya = Financial Analytics: Science and Experience, 2015, no. 39, pp. 52–60. (In Russ.)
  6. Voloshina O.B. [Banks on the verge on changes]. Vestnik Penzenskogo gosudarstvennogo universiteta = Vestnik of Penza State University, 2013, no. 3, pp. 38–42. URL: Link (In Russ.)
  7. Grishina C.A. [View of the economic process in the form of a closed-system dynamic and its mathematical description]. Izvestiya Tul'skogo gosudarstvennogo universiteta. Ekonomicheskie i yuridicheskie nauki = Izvestija TulGU. Economic and Legal Sciences, 2011, no. 1-2, pp. 89–99. (In Russ.)
  8. Puchkov V.F., Gratsinskaya G.V. Metodologiya postroeniya matematicheskikh modelei i otsenka parametrov dinamiki ekonomicheskikh sistem [Methology of mathematical modeling and assessing the dynamic parameters of economy systems]. Moscow, Creative Economy Publ., 2012, 240 p.
  9. Amelin I.E. [Dynamic modeling of bank economy]. Bankovskoe delo, 2015, no. 1, pp. 65–75. (In Russ.)
  10. Tsar'kov V.A. [Dynamic patterns of economy of banks]. Audit i finansovyi analiz = Audit and Financial Analysis, 2006, no. 1, pp. 93–110. URL: Link fin/2006/1/Carkov/Carkov%20.pdf (In Russ.)
  11. Besekerskii V.A., Popov E.P. Teoriya sistem avtomaticheskogo regulirovaniya [Automatic regulation system theory]. Moscow, Nauka Publ., 1975, 768 p.
  12. Marakhovskii A.S., Babkin A.V., Shiryaeva N.V. [Optimal control over unstable macroeconomic systems]. Nauchno-tekhnicheskie vedomosti Sankt-Peterburgskogo gosudarstvennogo politekhnicheskogo universiteta. Ekonomicheskie nauki = St. Petersburg Polytechnic University Journal of Engineering Science and Technology, 2015, no. 2, pp. 18–24. (In Russ.)

View all articles of issue

 

ISSN 2311-8768 (Online)
ISSN 2073-4484 (Print)

Journal current issue

Vol. 17, Iss. 1
March 2024

Archive