IDEAS home Printed from https://ideas.repec.org/p/bkr/wpaper/wps78.html
   My bibliography  Save this paper

Exploring the conjunction between the structures of deposit and credit markets in the digital economy under information asymmetry

Author

Listed:
  • Elena Deryugina

    (Bank of Russia, Russian Federation)

  • Alexey Ponomarenko

    (Bank of Russia, Russian Federation)

  • Andrey Sinyakov

    (Bank of Russia, Russian Federation)

Abstract

In the digital economy, customer data becomes particularly valuable. Customer transactions monitored by banks, payment systems, and retail platforms are a useful source of information to assess potential borrowers’ credit risk. Thus, a dominant player at a payment or deposit market, behaving strategically, may influence the characteristics of the lending market. In this article, we show, within the game-theoretic framework, that such dominance can affect the market structure, loan pricing, financial inclusion, and credit risk accumulated on banks’ balance sheets. Our results show that specifics of the digital economy set a new link between structures of deposit and credit markets. Information asymmetries allow the dominant player to increase its profits at the expense of the profits gained by other players. At the same time, the accessibility of loans to more risky borrowers reduces while credit risks of banks’ loan portfolios decline.

Suggested Citation

  • Elena Deryugina & Alexey Ponomarenko & Andrey Sinyakov, 2021. "Exploring the conjunction between the structures of deposit and credit markets in the digital economy under information asymmetry," Bank of Russia Working Paper Series wps78, Bank of Russia.
  • Handle: RePEc:bkr:wpaper:wps78
    as

    Download full text from publisher

    File URL: https://cbr.ru/StaticHtml/File/126317/wp-78e.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. Mark Egan & Ali Hortaçsu & Gregor Matvos, 2017. "Deposit Competition and Financial Fragility: Evidence from the US Banking Sector," American Economic Review, American Economic Association, vol. 107(1), pages 169-216, January.
    3. Michiel van Leuvensteijn & Christoffer Kok Sørensen & Jacob A. Bikker & Adrian A.R.J.M. van Rixtel, 2013. "Impact of bank competition on the interest rate pass-through in the euro area," Applied Economics, Taylor & Francis Journals, vol. 45(11), pages 1359-1380, April.
    4. Repullo, Rafael, 2004. "Capital requirements, market power, and risk-taking in banking," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 156-182, April.
    5. Gabriel Jiménez & Jose A. Lopez & Jesus Saurina, 2009. "Empirical Analysis of Corporate Credit Lines," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 5069-5098, December.
    6. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    7. Smith, Bruce D., 1984. "Private information, deposit interest rates, and the `stability' of the banking system," Journal of Monetary Economics, Elsevier, vol. 14(3), pages 293-317, November.
    8. Bonaccorsi di Patti, Emilia & Dell'Ariccia, Giovanni, 2004. "Bank Competition and Firm Creation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 225-251, April.
    9. John H. Boyd & Gianni De Nicolo & Bruce Smith, 2004. "Crises in competitive versus monopolistic banking systems," Proceedings, Federal Reserve Bank of Cleveland, pages 487-509.
    10. Berlin, Mitchell & Mester, Loretta J, 1999. "Deposits and Relationship Lending," The Review of Financial Studies, Society for Financial Studies, vol. 12(3), pages 579-607.
    11. Iyer, Rajkamal & Khwaja, Asim Ijaz & Luttmer, Erzo F. P. & Shue, Kelly, 2009. "Screening in New Credit Markets: Can Individual Lenders Infer Borrower Creditworthiness in Peer-to-Peer Lending?," Working Paper Series rwp09-031, Harvard University, John F. Kennedy School of Government.
    12. Leroy, Aurélien & Lucotte, Yannick, 2017. "Is there a competition-stability trade-off in European banking?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 199-215.
    13. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    14. Charles Kahn & Ben Sopranzetti, 2005. "Bank Consolidation and the Dynamics of Consumer Loan Interest Rates," The Journal of Business, University of Chicago Press, vol. 78(1), pages 99-134, January.
    15. David Martinez-Miera & Rafael Repullo, 2010. "Does Competition Reduce the Risk of Bank Failure?," Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3638-3664, October.
    16. Kenneth J. Kopecky & David D. Van Hoose, 2012. "Imperfect Competition in Bank Retail Markets, Deposit and Loan Rate Dynamics, and Incomplete Pass Through," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(6), pages 1185-1205, September.
    17. McLeay, Michael & Radia, Amar & Thomas, Ryland, 2014. "Money creation in the modern economy," Bank of England Quarterly Bulletin, Bank of England, vol. 54(1), pages 14-27.
    18. René M. Stulz, 2019. "FinTech, BigTech, and the Future of Banks," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(4), pages 86-97, December.
    19. Yiping Huang & Ms. Longmei Zhang & Zhenhua Li & Han Qiu & Tao Sun & Xue Wang, 2020. "Fintech Credit Risk Assessment for SMEs: Evidence from China," IMF Working Papers 2020/193, International Monetary Fund.
    20. Anamaria Illes & Marco Lombardi & Paul Mizen, 2015. "Why did bank lending rates diverge from policy rates after the financial crisis?," BIS Working Papers 486, Bank for International Settlements.
    21. Alan T. Wang, 2018. "A reexamination on the effect of bank competition on bank non-performing loans," Applied Economics, Taylor & Francis Journals, vol. 50(57), pages 6165-6173, December.
    22. Jiaqi Yan & Wayne Yu & J. Leon Zhao, 2015. "How signaling and search costs affect information asymmetry in P2P lending: the economics of big data," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 1(1), pages 1-11, December.
    23. Xavier Freixas & Jean-Charles Rochet, 2008. "Microeconomics of Banking, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262062704, December.
    24. Lars Norden & Martin Weber, 2010. "Credit Line Usage, Checking Account Activity, and Default Risk of Bank Borrowers," Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3665-3699, October.
    25. Turk Ariss, Rima, 2010. "On the implications of market power in banking: Evidence from developing countries," Journal of Banking & Finance, Elsevier, vol. 34(4), pages 765-775, April.
    26. Carola Schenone, 2010. "Lending Relationships and Information Rents: Do Banks Exploit Their Information Advantages?," Review of Financial Studies, Society for Financial Studies, vol. 23(3), pages 1149-1199, March.
    27. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    28. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    29. Pawlowska, Malgorzata, 2016. "Does the size and market structure of the banking sector have an effect on the financial stability of the European Union?," The Journal of Economic Asymmetries, Elsevier, vol. 14(PA), pages 112-127.
    30. Lei Li & Elena Loutskina & Philip E. Strahan, 2019. "Deposit Market Power, Funding Stability and Long-Term Credit," NBER Working Papers 26163, National Bureau of Economic Research, Inc.
    31. Jan Bouckaert & Hans Degryse, 2006. "Entry and Strategic Information Display in Credit Markets," Economic Journal, Royal Economic Society, vol. 116(513), pages 702-720, July.
    32. Khandani, Amir E. & Kim, Adlar J. & Lo, Andrew W., 2010. "Consumer credit-risk models via machine-learning algorithms," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2767-2787, November.
    33. Arping, Stefan, 2017. "Deposit competition and loan markets," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 108-118.
    34. Xavier Vives, 2016. "Competition and Stability in Banking: The Role of Regulation and Competition Policy," Economics Books, Princeton University Press, edition 1, number 10741.
    35. Padilla, A Jorge & Pagano, Marco, 1997. "Endogenous Communication among Lenders and Entrepreneurial Incentives," Review of Financial Studies, Society for Financial Studies, vol. 10(1), pages 205-236.
    36. In-Koo Cho & David M. Kreps, 1987. "Signaling Games and Stable Equilibria," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 179-221.
    37. von Borstel, Julia & Eickmeier, Sandra & Krippner, Leo, 2016. "The interest rate pass-through in the euro area during the sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 386-402.
    38. Allen, Franklin & Gale, Douglas, 2004. "Competition and Financial Stability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 453-480, June.
    39. Klaus Schaeck & Martin Cihák, 2014. "Competition, Efficiency, and Stability in Banking," Financial Management, Financial Management Association International, vol. 43(1), pages 215-241, March.
    40. Aurélien Leroy & Yannick Lucotte, 2017. "Is there a competition-stability trade-off in European banking?," Post-Print hal-03529909, HAL.
    41. Kwapil, Claudia & Scharler, Johann, 2010. "Interest rate pass-through, monetary policy rules and macroeconomic stability," Journal of International Money and Finance, Elsevier, vol. 29(2), pages 236-251, March.
    42. De Graeve, Ferre & De Jonghe, Olivier & Vennet, Rudi Vander, 2007. "Competition, transmission and bank pricing policies: Evidence from Belgian loan and deposit markets," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 259-278, January.
    43. Kok, Christoffer & Werner, Thomas, 2006. "Bank interest rate pass-through in the euro area: a cross country comparison," Working Paper Series 580, European Central Bank.
    44. Gambacorta, Leonardo, 2008. "How do banks set interest rates?," European Economic Review, Elsevier, vol. 52(5), pages 792-819, July.
    45. Uhde, André & Heimeshoff, Ulrich, 2009. "Consolidation in banking and financial stability in Europe: Empirical evidence," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1299-1311, July.
    46. Hale, Galina & Santos, João A.C., 2009. "Do banks price their informational monopoly?," Journal of Financial Economics, Elsevier, vol. 93(2), pages 185-206, August.
    47. Ellen Tobback & David Martens, 2019. "Retail credit scoring using fine‐grained payment data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 182(4), pages 1227-1246, October.
    48. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, September.
    49. Michiel van Leuvensteijn & Christoffer Kok Sørensen & Jacob A. Bikker & Adrian A.R.J.M. van Rixtel, 2013. "Impact of bank competition on the interest rate pass-through in the euro area," Applied Economics, Taylor & Francis Journals, vol. 45(11), pages 1359-1380, April.
    50. Bank of Thailand, 2020. "Financial market development, monetary policy and financial stability in emerging market economies," BIS Papers chapters, in: Bank for International Settlements (ed.), Financial market development, monetary policy and financial stability in emerging market economies, volume 113, pages 307-314, Bank for International Settlements.
    51. Bats, Joost V. & Houben, Aerdt C.F.J., 2020. "Bank-based versus market-based financing: Implications for systemic risk," Journal of Banking & Finance, Elsevier, vol. 114(C).
    52. Beck, Thorsten, 2008. "Bank competition and financial stability : friends or foes ?," Policy Research Working Paper Series 4656, The World Bank.
    53. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    54. repec:zbw:bofitp:2012_001 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ivan Khotulev, 2021. "Review of the Bank of Russia – NES Workshop ‘Main Challenges in Banking: Risks, Liquidity, Pricing, and Digital Currencies’," Russian Journal of Money and Finance, Bank of Russia, vol. 80(4), pages 124-136, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yulia Ushakova & Anna Kruglova, 2018. "Competition in Russia's Banking Sector Prior to and After Supervision Policy Enhancement: Conclusions Based on Interest Rate Dispersion and Spread," Russian Journal of Money and Finance, Bank of Russia, vol. 77(2), pages 22-50, June.
    2. Brei, Michael & Jacolin, Luc & Noah, Alphonse, 2020. "Credit risk and bank competition in Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 44(C).
    3. Florian Leon, 2015. "What do we know about the role of bank competition in Africa?," CERDI Working papers halshs-01164864, HAL.
    4. Yener Altunbas & Michiel van Leuvensteijn & David Marques-Ibanez, 2013. "Competition And Bank Risk: The Role Of Securitization And Bank Capital," Working Papers 13005, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    5. El Moussawi, Chawki & Mansour, Rana, 2022. "Competition, cost efficiency and stability of banks in the MENA region," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 143-170.
    6. Albaity, Mohamed & Mallek, Ray Saadaoui & Noman, Abu Hanifa Md., 2019. "Competition and bank stability in the MENA region: The moderating effect of Islamic versus conventional banks," Emerging Markets Review, Elsevier, vol. 38(C), pages 310-325.
    7. Anna Kruglova & Yulia Ushakova, 2017. "Effect of Banking Sector Resolution on Competition and Stability," Bank of Russia Working Paper Series wps22, Bank of Russia.
    8. Samantas, Ioannis, 2013. "Bank competition and financial (in)stability in Europe: A sensitivity analysis," MPRA Paper 51621, University Library of Munich, Germany.
    9. Andries, Natalia & Billon, Steve, 2016. "Retail bank interest rate pass-through in the euro area: An empirical survey," Economic Systems, Elsevier, vol. 40(1), pages 170-194.
    10. Kanga, Désiré & Murinde, Victor & Soumaré, Issouf, 2021. "How has the rise of Pan-African banks impacted bank stability in WAEMU?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 73(C).
    11. Samantas, Ioannis G., 2017. "On the optimality of bank competition policy," International Review of Financial Analysis, Elsevier, vol. 54(C), pages 39-53.
    12. Ioannis G. Samantas, 2016. "On the optimality of bank competition policy," Working Papers 209, Bank of Greece.
    13. Jorge Andrés Munoz Mendoza & Sandra María Sepúlveda-Yelpo & Carmen Lissette Veloso-Ramos & Carlos Leandro Delgado-Fuentealba, 2020. "Market Concentration and Income Diversification: Do They Always Promote the Financial Stability of Banking Industry?," Revista Finanzas y Politica Economica, Universidad Católica de Colombia, vol. 12(2), pages 341-365, August.
    14. Wu, Ji & Guo, Mengmeng & Chen, Minghua & Jeon, Bang Nam, 2019. "Market power and risk-taking of banks: Some semiparametric evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 41(C).
    15. Beck, Thorsten & De Jonghe, Olivier & Schepens, Glenn, 2013. "Bank competition and stability: Cross-country heterogeneity," Journal of Financial Intermediation, Elsevier, vol. 22(2), pages 218-244.
    16. AMENDOLA, Adalgiso & BARRA, Cristian & BOCCIA, Marinella & PAPACCIO, Anna, 2018. "Market Structure and Financial Stability: Theory and Evidence," CELPE Discussion Papers 156, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    17. Maria Karadima & Helen Louri, 2019. "Non-performing loans in the euro area: does market power matter?," Working Papers 271, Bank of Greece.
    18. Leroy, Aurélien & Lucotte, Yannick, 2017. "Is there a competition-stability trade-off in European banking?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 199-215.
    19. Cuestas, Juan Carlos & Lucotte, Yannick & Reigl, Nicolas, 2017. "Banking sector concentration, competition and financial stability: the case of the Baltic countries," Bank of Estonia Working Papers wp2017-7, Bank of Estonia, revised 11 Sep 2017.
    20. Bogdan Căpraru & Iulian Ihnatov & Nicoleta-Livia Pintilie, 2021. "Bank Competition And Risk-Taking In The European Union: Evidence Of A Non-Linear Relationship," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 66(230), pages 35-66, July – Se.

    More about this item

    Keywords

    retail payments; banking; market structure; asymmetric information; customer data;
    All these keywords.

    JEL classification:

    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bkr:wpaper:wps78. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: BoR Research (email available below). General contact details of provider: https://edirc.repec.org/data/cbrgvru.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.