IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/26903.html
   My bibliography  Save this paper

Which Banks are (Over) Levered? Insights from Shadow Banks and Uninsured Leverage

Author

Listed:
  • Erica Jiang
  • Gregor Matvos
  • Tomasz Piskorski
  • Amit Seru

Abstract

We examine why banks maintain such high financial leverage, with debt financing accounting for about 90% of banks’ assets. To answer this question, we use uniquely assembled data on capital structure decisions of shadow banks that on the asset side conduct very similar business to banks. The shadow bank data provides us with a window into “free market” financing choices of financial intermediaries that unlike banks are lightly regulated and do not have access to insured deposit funding. We demonstrate that shadow banks employ twice the amount of equity capital compared to equivalent banks, with the most significant disparity observed between smaller and mid-size banks. Uninsured leverage, defined as uninsured debt funding to assets, increases with size for both banks and shadow banks while cost of debt declines with size. We rationalize these facts within a calibrated quantitative equilibrium model of intermediation. Our analysis reveals that the primary driver of high leverage among smaller and mid-size banks is their access to insured deposit funding. In the absence of deposit insurance, these banks would maintain a capitalization level at least 25% higher in relative terms than observed in the data. Conversely, deposit insurance plays a comparatively minor role in influencing the financial leverage of the largest banks, where the predominant factor is their capacity to generate money-like deposits. These results suggest a significant scope for the increase of capitalization of smaller and mid-size banks to align their capital structures with their private market counterparts. The aggregate consequences of such increase would be limited, because of reallocation of lending activity from smaller to large banks and to shadow banks.

Suggested Citation

  • Erica Jiang & Gregor Matvos & Tomasz Piskorski & Amit Seru, 2020. "Which Banks are (Over) Levered? Insights from Shadow Banks and Uninsured Leverage," NBER Working Papers 26903, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:26903
    Note: CF ME
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w26903.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nicola Gennaioli & Andrei Shleifer & Robert W. Vishny, 2013. "A Model of Shadow Banking," Journal of Finance, American Finance Association, vol. 68(4), pages 1331-1363, August.
    2. Oliver Hart & John Moore, 1998. "Default and Renegotiation: A Dynamic Model of Debt," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 1-41.
    3. Bruno Biais & Thomas Mariotti & Guillaume Plantin & Jean-Charles Rochet, 2007. "Dynamic Security Design: Convergence to Continuous Time and Asset Pricing Implications," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 345-390.
    4. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    5. Hanson, Samuel G. & Shleifer, Andrei & Stein, Jeremy C. & Vishny, Robert W., 2015. "Banks as patient fixed-income investors," Journal of Financial Economics, Elsevier, vol. 117(3), pages 449-469.
    6. Charles W. Calomiris & Matthew Jaremski, 2019. "Stealing Deposits: Deposit Insurance, Risk‐Taking, and the Removal of Market Discipline in Early 20th‐Century Banks," Journal of Finance, American Finance Association, vol. 74(2), pages 711-754, April.
    7. Irani, Rustom & Iyer, Rajkamal & Meisenzahl, Ralf & Peydró, José-Luis, 2021. "The rise of shadow banking: Evidence from capital regulation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 2181-2235.
    8. Dean Corbae & Pablo D'Erasmo, 2014. "Capital requirements in a quantitative model of banking industry dynamics," Working Papers 14-13, Federal Reserve Bank of Philadelphia.
    9. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    10. Leland, Hayne E, 1994. "Corporate Debt Value, Bond Covenants, and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 49(4), pages 1213-1252, September.
    11. 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.
    12. DeAngelo, Harry & Stulz, René M., 2015. "Liquid-claim production, risk management, and bank capital structure: Why high leverage is optimal for banks," Journal of Financial Economics, Elsevier, vol. 116(2), pages 219-236.
    13. DeAngelo, Harry & Stulz, Rene M., 2013. "Why High Leverage Is Optimal for Banks," Working Papers 13-20, University of Pennsylvania, Wharton School, Weiss Center.
    14. 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.
    15. David Pyle, 1984. "Deregulation and deposit insurance reform," Economic Review, Federal Reserve Bank of San Francisco, issue Spr, pages 5-15.
    16. Dwyer, Gerald P, Jr, 1981. "The Effects of the Banking Acts of 1933 and 1935 on Capital Investment in Commercial Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 13(2), pages 192-204, May.
    17. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    18. Kristian Blickle & Markus Brunnermeier & Stephan Luck, 2020. "Micro-evidence from a System-wide Financial Meltdown: The German Crisis of 1931," Working Papers 275, Princeton University, Department of Economics, Center for Economic Policy Studies..
    19. Gorton, Gary & Pennacchi, George, 1990. "Financial Intermediaries and Liquidity Creation," Journal of Finance, American Finance Association, vol. 45(1), pages 49-71, March.
    20. Calomiris, Charles W & Kahn, Charles M, 1991. "The Role of Demandable Debt in Structuring Optimal Banking Arrangements," American Economic Review, American Economic Association, vol. 81(3), pages 497-513, June.
    21. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    22. Charles W. Calomiris & Matthew Jaremski, 2016. "Deposit Insurance: Theories and Facts," Annual Review of Financial Economics, Annual Reviews, vol. 8(1), pages 97-120, October.
    23. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    24. Douglas W. Diamond & Raghuram G. Rajan, 2001. "Liquidity Risk, Liquidity Creation, and Financial Fragility: A Theory of Banking," Journal of Political Economy, University of Chicago Press, vol. 109(2), pages 287-327, April.
    25. Markus K. Brunnermeier & Martin Oehmke, 2013. "The Maturity Rat Race," Journal of Finance, American Finance Association, vol. 68(2), pages 483-521, April.
    26. Markus K. Brunnermeier & Yuliy Sannikov, 2014. "A Macroeconomic Model with a Financial Sector," American Economic Review, American Economic Association, vol. 104(2), pages 379-421, February.
    27. Bolton, Patrick & Scharfstein, David S, 1990. "A Theory of Predation Based on Agency Problems in Financial Contracting," American Economic Review, American Economic Association, vol. 80(1), pages 93-106, March.
    28. Peter M. Demarzo, 2019. "Presidential Address: Collateral and Commitment," Journal of Finance, American Finance Association, vol. 74(4), pages 1587-1619, August.
    29. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    30. Itay Goldstein & Ady Pauzner, 2005. "Demand–Deposit Contracts and the Probability of Bank Runs," Journal of Finance, American Finance Association, vol. 60(3), pages 1293-1327, June.
    31. Peter M. Demarzo & Zhiguo He, 2021. "Leverage Dynamics without Commitment," Journal of Finance, American Finance Association, vol. 76(3), pages 1195-1250, June.
    32. Irani, Rustom & Iyer, Rajkamal & Meisenzahl, Ralf & Peydró, José-Luis, 2021. "The rise of shadow banking: Evidence from capital regulation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 34(5), pages 2181-2235.
    33. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    34. PETER M. DeMARZO & YULIY SANNIKOV, 2006. "Optimal Security Design and Dynamic Capital Structure in a Continuous‐Time Agency Model," Journal of Finance, American Finance Association, vol. 61(6), pages 2681-2724, December.
    35. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    36. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    37. Anat R. Admati & Peter M. DeMarzo & Martin F. Hellwig & Paul Pfleiderer, 2013. "Fallacies, Irrelevant Facts, and Myths in the Discussion of Capital Regulation: Why Bank Equity is Not Socially Expensive," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2013_23, Max Planck Institute for Research on Collective Goods.
    38. Begenau, Juliane & Landvoigt, Tim, 2017. "Financial Regulation in a Quantitative Model of the Modern Banking System," Research Papers 3558, Stanford University, Graduate School of Business.
    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. Opp, Marcus & Harris, Milton & Opp, Christian, 2020. "The aggregate demand for bank capital," CEPR Discussion Papers 14524, C.E.P.R. Discussion Papers.
    2. Salomón García, 2022. "Mortgage securitization and information frictions in general equilibrium," Working Papers 2221, Banco de España.
    3. Andreas Fuster & Aurel Hizmo & Lauren Lambie-Hanson & James Vickery & Paul S. Willen, 2021. "How Resilient Is Mortgage Credit Supply? Evidence from the COVID-19 Pandemic," Working Papers 21-4, Federal Reserve Bank of Boston.
    4. Iñaki Aldasoro & Sebastian Doerr & Haonan Zhou, 2023. "Non-bank lending during crises," BIS Working Papers 1074, Bank for International Settlements.
    5. Piskorski, Tomasz & Seru, Amit, 2021. "Debt relief and slow recovery: A decade after Lehman," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1036-1059.
    6. Juan Imbet & J. Anthony Cookson & Corbin Fox & Christoph Schiller & Javier Gil-Bazo, 2024. "Social Media as a Bank Run Catalyst," Post-Print hal-04660083, HAL.
    7. Niepmann, Friederike, 2023. "Banking across borders with heterogeneous banks," Journal of International Economics, Elsevier, vol. 142(C).
    8. Arsenii Mishin, 2023. "Dynamic Bank Capital Regulation in the Presence of Shadow Banks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 965-990, December.
    9. Amina Enkhbold, 2024. "Monetary Policy Transmission Through Shadow and Traditional Banks," Staff Working Papers 24-8, Bank of Canada.
    10. You Suk Kim & Donghoon Lee & Tess C. Scharlemann & James Vickery, 2022. "Intermediation Frictions in Debt Relief: Evidence from CARES Act Forbearance," Finance and Economics Discussion Series 2022-017, Board of Governors of the Federal Reserve System (U.S.).
    11. Anne Duquerroy & Adrien Matray & Farzad Saidi, 2022. "Tracing Banks' Credit Allocation to their Funding Costs," ECONtribute Discussion Papers Series 150, University of Bonn and University of Cologne, Germany.
    12. Isha Agarwal & Malin Hu & Raluca Roman & Keling Zheng, 2023. "Lending by Servicing: Monetary Policy Transmission Through Shadow Banks," Working Papers 23-14, Federal Reserve Bank of Philadelphia.
    13. Ana Babus & Maryam farboodi, 2019. "The Hidden Costs of Strategic Opacity," 2019 Meeting Papers 1508, Society for Economic Dynamics.
    14. Karen Pence, 2022. "Liquidity in the mortgage market: How does the COVID‐19 crisis compare with the global financial crisis?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(6), pages 1405-1424, November.
    15. Anderson, Haelim & Copeland, Adam, 2023. "Information management in times of crisis," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 35-49.
    16. Carletti, Elena & Claessens, Stijn & Fatás, Antonio & Vives, Xavier (ed.), 2020. "Barcelona Report 2 - The Bank Business Model in the Post-Covid-19 World," Vox eBooks, Centre for Economic Policy Research, number p329.
    17. Fenghua Song & Anjan V. Thakor, 2023. "Market Freeze and Bank Capital Structure Heterogeneity," Management Science, INFORMS, vol. 69(3), pages 1856-1876, March.
    18. Amina Enkhbold, 2023. "Monetary Policy Transmission, Bank Market Power, and Wholesale Funding Reliance," Staff Working Papers 23-35, Bank of Canada.
    19. Babina, Tania & Bahaj, Saleem & Buchak, Greg & De Marco, Filippo & Foulis, Angus & Gornall, Will & Mazzola, Francesco & Yu, Tong, 2024. "Customer data access and fintech entry: early evidence from open banking," Bank of England working papers 1059, Bank of England.

    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. Committee, Nobel Prize, 2022. "Financial Intermediation and the Economy," Nobel Prize in Economics documents 2022-2, Nobel Prize Committee.
    2. Kristian Blickle & Markus K. Brunnermeier & Stephan Luck, 2022. "Who Can Tell Which Banks Will Fail?," NBER Working Papers 29753, National Bureau of Economic Research, Inc.
    3. Brunnermeier, Markus K. & Oehmke, Martin, 2013. "Bubbles, Financial Crises, and Systemic Risk," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1221-1288, Elsevier.
    4. Adrian Van Rixtel & Luna Romo González & Jing Yang, 2015. "The determinants of long-term debt issuance by European banks: evidence of two crises," BIS Working Papers 513, Bank for International Settlements.
    5. Anat R. Admati & Peter M. DeMarzo & Martin F. Hellwig & Paul Pfleiderer, 2010. "Fallacies, Irrelevant Facts, and Myths in the Discussion of Capital Regulation: Why Bank Equity is Not Expensive," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2010_42, Max Planck Institute for Research on Collective Goods.
    6. Patrick Bolton & Ye Li & Neng Wang & Jinqiang Yang, 2020. "Dynamic Banking and the Value of Deposits," NBER Working Papers 28298, National Bureau of Economic Research, Inc.
    7. Huang, Chong & Oehmke, Martin & Zhong, Hongda, 2019. "A theory of multiperiod debt structure," LSE Research Online Documents on Economics 90429, London School of Economics and Political Science, LSE Library.
    8. Zhiguo He & Yunzhi Hu, 2023. "Banks and financial crises: contributions of Ben Bernanke, Douglas Diamond, and Philip Dybvig," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(3), pages 553-583, July.
    9. Greg Buchak & Gregor Matvos & Tomasz Piskorski & Amit Seru, 2024. "Beyond the Balance Sheet Model of Banking: Implications for Bank Regulation and Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 132(2), pages 616-693.
    10. Choi, Dong Beom & Eisenbach, Thomas M. & Yorulmazer, Tanju, 2021. "Watering a lemon tree: Heterogeneous risk taking and monetary policy transmission," Journal of Financial Intermediation, Elsevier, vol. 47(C).
    11. Begenau, Juliane, 2020. "Capital requirements, risk choice, and liquidity provision in a business-cycle model," Journal of Financial Economics, Elsevier, vol. 136(2), pages 355-378.
    12. Carletti, Elena & Leonello, Agnese & Marquez, Robert, 2023. "Loan guarantees, bank underwriting policies and financial stability," Journal of Financial Economics, Elsevier, vol. 149(2), pages 260-295.
    13. Markus K. Brunnermeier & Thomas M. Eisenbach & Yuliy Sannikov, 2012. "Macroeconomics with Financial Frictions: A Survey," Levine's Working Paper Archive 786969000000000384, David K. Levine.
    14. Jochen Mankart & Alexander Michaelides & Spyros Pagratis, 2020. "Bank capital buffers in a dynamic model," Financial Management, Financial Management Association International, vol. 49(2), pages 473-502, June.
    15. DeAngelo, Harry & Stulz, René M., 2015. "Liquid-claim production, risk management, and bank capital structure: Why high leverage is optimal for banks," Journal of Financial Economics, Elsevier, vol. 116(2), pages 219-236.
    16. Douglas Gale & Tanju Yorulmazer, 2020. "Bank capital, fire sales, and the social value of deposits," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 69(4), pages 919-963, June.
    17. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95, October –.
    18. Chatterji, Shurojit & Ghosal, Sayantan, 2010. "Liquidity, moral hazard and bank crises," CAGE Online Working Paper Series 27, Competitive Advantage in the Global Economy (CAGE).
    19. Chatterji, S. & Ghosal, S., 2008. "Moral hazard, bank runs and contagion," Economic Research Papers 269785, University of Warwick - Department of Economics.
    20. Eisenbach, Thomas M., 2017. "Rollover risk as market discipline: A two-sided inefficiency," Journal of Financial Economics, Elsevier, vol. 126(2), pages 252-269.

    More about this item

    JEL classification:

    • G2 - Financial Economics - - Financial Institutions and Services
    • L5 - Industrial Organization - - Regulation and Industrial Policy

    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:nbr:nberwo:26903. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.