IDEAS home Printed from https://ideas.repec.org/p/zbw/bofrdp/rdp2014_018.html
   My bibliography  Save this paper

The risk of financial intermediaries

Author

Listed:
  • Delis, Manthos D.
  • Hasan, Iftekhar
  • Tsionas, Efthymios G.

Abstract

This paper reconsiders the formal estimation of bank risk using the variability of the profit function. In our model, point estimates of the variability of profits are derived from a model where this variability is endogenous to other bank characteristics, such as capital and liquidity. We estimate the new model on the entire panel of US banks, spanning the period 1985q1-2012q4. The findings show that bank risk was fairly stable up to 2001 and accelerated quickly thereafter up to 2007. We also establish that the risk of the relatively large banks and banks that failed in the subprime crisis is higher than the industry's average. Thus, we provide a new leading indicator, which is able to forecast future solvency problems of banks.

Suggested Citation

  • Delis, Manthos D. & Hasan, Iftekhar & Tsionas, Efthymios G., 2014. "The risk of financial intermediaries," Bank of Finland Research Discussion Papers 18/2014, Bank of Finland.
  • Handle: RePEc:zbw:bofrdp:rdp2014_018
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/212293/1/bof-rdp2014-018.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. J. W. B. Bos & M. Koetter, 2011. "Handling losses in translog profit models," Applied Economics, Taylor & Francis Journals, vol. 43(3), pages 307-312.
    2. Hughes, Joseph P. & Mester, Loretta J. & Moon, Choon-Geol, 2001. "Are scale economies in banking elusive or illusive?: Evidence obtained by incorporating capital structure and risk-taking into models of bank production," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2169-2208, December.
    3. Hughes, Joseph P. & Mester, Loretta J., 2013. "Who said large banks don’t experience scale economies? Evidence from a risk-return-driven cost function," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 559-585.
    4. Humphrey, David B & Pulley, Lawrence B, 1997. "Banks' Responses to Deregulation: Profits, Technology, and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 73-93, February.
    5. Felton, Andrew & Reinhart, Carmen M. (ed.), 2009. "The First Global Financial Crisis of the 21st Century Part II: June–December, 2008," Vox eBooks, Centre for Economic Policy Research, number p199.
    6. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    7. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    8. Joseph Hughes & William Lang & Loretta Mester & Choon-Geol Moon, 2000. "Recovering Risky Technologies Using the Almost Ideal Demand System: An Application to U.S. Banking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 18(1), pages 5-27, October.
    9. Berger, Allen N. & Hancock, Diana & Humphrey, David B., 1993. "Bank efficiency derived from the profit function," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 317-347, April.
    10. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    11. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    12. DeYoung, Robert & Hasan, Iftekhar, 1998. "The performance of de novo commercial banks: A profit efficiency approach," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 565-587, May.
    13. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
    14. Mitchell, Douglas W, 1986. "Some Regulatory Determinants of Bank Risk Behavior: A Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 18(3), pages 374-382, August.
    15. Joseph P. Hughes & Loretta J. Mester, 1998. "Bank Capitalization And Cost: Evidence Of Scale Economies In Risk Management And Signaling," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 314-325, May.
    16. Nemanja Radić & Franco Fiordelisi & Claudia Girardone, 2012. "Efficiency and Risk-Taking in Pre-Crisis Investment Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(1), pages 81-101, April.
    17. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2013. "Hazardous times for monetary policy: what do twenty-three million bank loans say about the effects on credit risk-taking?," Economics Working Papers 1705, Department of Economics and Business, Universitat Pompeu Fabra.
    18. Just, Richard E. & Pope, Rulon D., 1978. "Stochastic specification of production functions and economic implications," Journal of Econometrics, Elsevier, vol. 7(1), pages 67-86, February.
    19. Mitchell, Douglas W., 1982. "The Effects of Interest-Bearing Required Reserves on Bank Portfolio Riskiness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 17(2), pages 209-216, June.
    20. Douglas W. Diamond & Raghuram G. Rajan, 2000. "A Theory of Bank Capital," Journal of Finance, American Finance Association, vol. 55(6), pages 2431-2465, December.
    21. Boyd, John H. & Runkle, David E., 1993. "Size and performance of banking firms : Testing the predictions of theory," Journal of Monetary Economics, Elsevier, vol. 31(1), pages 47-67, February.
    22. McElroy, Marjorie B, 1987. "Additive General Error Models for Production, Cost, and Derived Demand or Share Systems," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 737-757, August.
    23. DeYoung, Robert E. & Hughes, Joseph P. & Moon, Choon-Geol, 2001. "Efficient risk-taking and regulatory covenant enforcement in a deregulated banking industry," Journal of Economics and Business, Elsevier, vol. 53(2-3), pages 255-282.
    24. Subal C. Kumbhakar & Efthymios G. Tsionas, 2011. "Stochastic error specification in primal and dual production systems," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(2), pages 270-297, March.
    25. Yiwei Fang & Iftekhar Hasan & Katherin Marton, 2011. "Bank efficiency in South‐Eastern Europe," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 19(3), pages 495-520, July.
    26. Stephen J. Taylor, 1994. "Modeling Stochastic Volatility: A Review And Comparative Study," Mathematical Finance, Wiley Blackwell, vol. 4(2), pages 183-204, April.
    27. Robert DeYoung & Tara Rice, 2004. "Noninterest Income and Financial Performance at U.S. Commercial Banks," The Financial Review, Eastern Finance Association, vol. 39(1), pages 101-127, February.
    28. Shrieves, Ronald E. & Dahl, Drew, 1992. "The relationship between risk and capital in commercial banks," Journal of Banking & Finance, Elsevier, vol. 16(2), pages 439-457, April.
    29. Jiménez, Gabriel & Lopez, Jose A. & Saurina, Jesús, 2013. "How does competition affect bank risk-taking?," Journal of Financial Stability, Elsevier, vol. 9(2), pages 185-195.
    30. Dangl, Thomas & Zechner, Josef, 2004. "Credit risk and dynamic capital structure choice," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 183-204, April.
    31. Xavier Freixas & Jean-Charles Rochet, 2008. "Microeconomics of Banking, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262062704, December.
    32. Kim, Daesik & Santomero, Anthony M, 1988. " Risk in Banking and Capital Regulation," Journal of Finance, American Finance Association, vol. 43(5), pages 1219-1233, December.
    33. Delis, Manthos D & Staikouras, Panagiotis & Tsoumas, Chris, 2013. "Enforcement actions and bank behavior," MPRA Paper 43557, University Library of Munich, Germany.
    34. Delis, Manthos D. & Tran, Kien C. & Tsionas, Efthymios G., 2012. "Quantifying and explaining parameter heterogeneity in the capital regulation-bank risk nexus," Journal of Financial Stability, Elsevier, vol. 8(2), pages 57-68.
    35. Vincenzo Chiorazzo & Carlo Milani & Francesca Salvini, 2008. "Income Diversification and Bank Performance: Evidence from Italian Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 33(3), pages 181-203, June.
    36. Pope, Rulon D. & Just, Richard E., 1996. "Empirical implementation of ex ante cost functions," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 231-249.
    37. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
    38. Berger, Allen N. & Humphrey, David B. & Pulley, Lawrence B., 1996. "Do consumers pay for one-stop banking? Evidence from an alternative revenue function," Journal of Banking & Finance, Elsevier, vol. 20(9), pages 1601-1621, November.
    39. Degryse, Hans & Kim, Moshe & Ongena, Steven, 2009. "Microeconometrics of Banking Methods, Applications, and Results," OUP Catalogue, Oxford University Press, number 9780195340471.
    40. Hannan, Timothy H & Hanweck, Gerald A, 1988. "Bank Insolvency Risk and the Market for Large Certificates of Deposit," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 20(2), pages 203-211, May.
    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. Gokben Cevikcan & Oktay Tas, 2022. "Risk-Oriented Efficiency Assessment within the Level of Capitalization for Financial Institutions: Evidence from Turkish Securities Firms," IJFS, MDPI, vol. 10(4), pages 1-30, November.
    2. Bouvatier, Vincent & Lepetit, Laetitia & Rehault, Pierre-Nicolas & Strobel, Frank, 2023. "Time-varying Z-score measures for bank insolvency risk: Best practice," Journal of Empirical Finance, Elsevier, vol. 73(C), pages 170-179.
    3. Agus Widarjono & Diana Wijayanti & Suharto Suharto, 2022. "Funding liquidity risk and asset risk of Indonesian Islamic rural banks," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2059911-205, December.
    4. Simona Galletta & Sebastiano Mazzù, 2023. "ESG controversies and bank risk taking," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 274-288, January.
    5. Manh Hung Pham & Nhat Minh Nguyen, 2023. "Bank funding diversity, risk and profitability: Evidence from Vietnam in the context of the Covid-19 pandemic," Cogent Business & Management, Taylor & Francis Journals, vol. 10(1), pages 2191305-219, 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. repec:zbw:bofrdp:2014_018 is not listed on IDEAS
    2. Delis, Manthos D. & Hasan, Iftekhar & Tsionas, Efthymios G., 2014. "The risk of financial intermediaries," Journal of Banking & Finance, Elsevier, vol. 44(C), pages 1-12.
    3. Delis, Manthos D & Tsionas, Efthymios, 2011. "A new method to estimate the risk of financial intermediaries," MPRA Paper 34735, University Library of Munich, Germany.
    4. Delis, Manthos & Hasan, Iftekhar & Tsionas, Efthymios, 2015. "Banks’ Risk Endogenous to Strategic Management Choices," MPRA Paper 64907, University Library of Munich, Germany.
    5. Abedifar, Pejman & Molyneux, Philip & Tarazi, Amine, 2018. "Non-interest income and bank lending," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 411-426.
    6. Emir Malikov & Diego Restrepo-Tobón & Subal Kumbhakar, 2015. "Estimation of banking technology under credit uncertainty," Empirical Economics, Springer, vol. 49(1), pages 185-211, August.
    7. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2014. "Non-Interest Income Activities and Bank Lending," Working Papers hal-00947074, HAL.
    8. Timothy King & Jonathan Williams, 2013. "Bank Efficiency and Executive Compensation," Working Papers 13009, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    9. Delis, Manthos D. & Hasan, Iftekhar & Tsionas, Efthymios G., 2015. "Firms' risk endogenous to strategic management choices," Bank of Finland Research Discussion Papers 16/2015, Bank of Finland.
    10. Christian Castro & Jorge E. Galán, 2019. "Drivers of Productivity in the Spanish Banking Sector: Recent Evidence," Journal of Financial Services Research, Springer;Western Finance Association, vol. 55(2), pages 115-141, June.
    11. Delis, Manthos D. & Hasan, Iftekhar & Tsionas, Efthymios G., 2015. "Firms’ risk endogenous to strategic management choices," Research Discussion Papers 16/2015, Bank of Finland.
    12. Khanh Ngoc Nguyen, 2019. "Revenue Diversification, Risk and Bank Performance of Vietnamese Commercial Banks," JRFM, MDPI, vol. 12(3), pages 1-21, August.
    13. Zouaoui, Haykel & Zoghlami, Feten, 2020. "On the income diversification and bank market power nexus in the MENA countries: Evidence from a GMM panel-VAR approach," Research in International Business and Finance, Elsevier, vol. 52(C).
    14. Elena Beccalli & Ludovico Rossi, 2020. "Economies or diseconomies of scope in the EU banking industry?," European Financial Management, European Financial Management Association, vol. 26(5), pages 1261-1293, November.
    15. repec:bof:bofrdp:urn:nbn:fi:bof-201508211363 is not listed on IDEAS
    16. Curi, Claudia & Lozano-Vivas, Ana & Zelenyuk, Valentin, 2015. "Foreign bank diversification and efficiency prior to and during the financial crisis: Does one business model fit all?," Journal of Banking & Finance, Elsevier, vol. 61(S1), pages 22-35.
    17. Shams Pathan & Mamiza Haq & Barry Williams, 2016. "Does skin in the game help? Bank franchise value, managerial incentives and ‘going for broke’," Australian Journal of Management, Australian School of Business, vol. 41(2), pages 271-298, May.
    18. Ion Lapteacru, 2016. "Income and funding structures, banking regulation and bank risk-taking: The role of ownership in Central and Eastern European banks," Working Papers hal-01301825, HAL.
    19. repec:zbw:bofrdp:urn:nbn:fi:bof-201508211363 is not listed on IDEAS
    20. Köhler, Matthias, 2015. "Which banks are more risky? The impact of business models on bank stability," Journal of Financial Stability, Elsevier, vol. 16(C), pages 195-212.
    21. repec:zbw:bofrdp:2015_016 is not listed on IDEAS
    22. Christian Calmès & Raymond Théoret, 2021. "Portfolio analysis of big US banks’ performance: the fee business lines factor," Journal of Banking Regulation, Palgrave Macmillan, vol. 22(2), pages 112-132, June.
    23. Valeria Venturelli & Andrea Landi & Riccardo Ferretti & Stefano Cosma & Elisabetta Gualandri, 2021. "How does the financial market evaluate business models? Evidence from European banks," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 50(2), July.
    24. Joseph P. Hughes & Loretta J. Mester, 2008. "Efficiency in banking: theory, practice, and evidence," Working Papers 08-1, Federal Reserve Bank of Philadelphia.

    More about this item

    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:zbw:bofrdp:rdp2014_018. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/bofgvfi.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.