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Financial Crises and Shadow Banks: A Quantitative Analysis

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  • Matthias Rottner

Abstract

Motivated by the build-up of shadow bank leverage prior to the Great Recession, I develop a nonlinear macroeconomic model that features excessive leverage accumulation and show how this can cause a bank run. Introducing risk-shifting incentives to account for fluctuations in shadow bank leverage, I use the model to illustrate that extensive leverage makes the shadow banking system runnable, thereby raising the vulnerability of the economy to future financial crises. The model is taken to U.S. data with the objective of estimating the probability of a run in the years preceding the financial crisis of 2007-2008. According to the model, the estimated risk of a bank run was already considerable in 2004 and kept increasing due to the upsurge in leverage. I show that levying a leverage tax on shadow banks would have substantially lowered the probability of a bank run. Finally, I present reduced-form evidence that supports the tight link between leverage and the possibility of financial crises.

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  • Matthias Rottner, 2021. "Financial Crises and Shadow Banks: A Quantitative Analysis," Economics Working Papers EUI ECO 2021/02, European University Institute.
  • Handle: RePEc:eui:euiwps:eco2021/02
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    1. Galo Nuño & Carlos Thomas, 2017. "Bank Leverage Cycles," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(2), pages 32-72, April.
    2. Bianchi, Francesco & Melosi, Leonardo & Rottner, Matthias, 2021. "Hitting the elusive inflation target," Journal of Monetary Economics, Elsevier, vol. 124(C), pages 107-122.
    3. 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.
    4. Veronica Guerrieri & Guido Lorenzoni, 2017. "Credit Crises, Precautionary Savings, and the Liquidity Trap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1427-1467.
    5. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2017. "Macrofinancial History and the New Business Cycle Facts," NBER Macroeconomics Annual, University of Chicago Press, vol. 31(1), pages 213-263.
    6. Boz, Emine & Mendoza, Enrique G., 2014. "Financial innovation, the discovery of risk, and the U.S. credit crisis," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 1-22.
    7. Stephanie Schmitt-Grohe & Jess Benhabib & Martin Uribe, 2001. "Monetary Policy and Multiple Equilibria," American Economic Review, American Economic Association, vol. 91(1), pages 167-186, March.
    8. Tobias Adrian & Fernando Duarte & Nellie Liang & Pawel Zabczyk, 2020. "NKV: A New Keynesian Model with Vulnerability," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 470-476, May.
    9. S. Bogan Aruoba & Pablo Cuba-Borda & Kenji Higa-Flores & Frank Schorfheide & Sergio Villalvazo, 2021. "Piecewise-Linear Approximations and Filtering for DSGE Models with Occasionally Binding Constraints," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 41, pages 96-120, July.
    10. Darracq Pariès, Matthieu & Kok, Christoffer & Rottner, Matthias, 2023. "Reversal interest rate and macroprudential policy," European Economic Review, Elsevier, vol. 159(C).
    11. Mark Gertler & Nobuhiro Kiyotaki & Andrea Prestipino, 2020. "A Macroeconomic Model with Financial Panics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 240-288.
    12. Moritz Schularick & Lucas ter Steege & Felix Ward, 2021. "Leaning against the Wind and Crisis Risk," American Economic Review: Insights, American Economic Association, vol. 3(2), pages 199-214, June.
    13. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    14. Alan Moreira & Alexi Savov, 2017. "The Macroeconomics of Shadow Banking," Journal of Finance, American Finance Association, vol. 72(6), pages 2381-2432, December.
    15. Gertler, M. & Kiyotaki, N. & Prestipino, A., 2016. "Wholesale Banking and Bank Runs in Macroeconomic Modeling of Financial Crises," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1345-1425, Elsevier.
    16. Tobias Adrian & Hyun Song Shin, 2014. "Procyclical Leverage and Value-at-Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 373-403.
    17. Francesco Ferrante, 2018. "A Model of Endogenous Loan Quality and the Collapse of the Shadow Banking System," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 152-201, October.
    18. López-Salido, J David & Loria, Francesca, 2019. "Inflation at Risk," CEPR Discussion Papers 14074, C.E.P.R. Discussion Papers.
    19. Mark Gertler & Nobuhiro Kiyotaki & Andrea Prestipino, 2020. "Credit Booms, Financial Crises, and Macroprudential Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 37, pages 8-33, August.
    20. Devereux, Michael B. & Young, Eric R. & Yu, Changhua, 2019. "Capital controls and monetary policy in sudden-stop economies," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 52-74.
    21. S Borağan Aruoba & Pablo Cuba-Borda & Frank Schorfheide, 2018. "Macroeconomic Dynamics Near the ZLB: A Tale of Two Countries," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 87-118.
    22. 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.
    23. Tobias Adrian & Nina Boyarchenko & Domenico Giannone, 2021. "Multimodality In Macrofinancial Dynamics," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(2), pages 861-886, May.
    24. Mark Gertler & Nobuhiro Kiyotaki, 2015. "Banking, Liquidity, and Bank Runs in an Infinite Horizon Economy," American Economic Review, American Economic Association, vol. 105(7), pages 2011-2043, July.
    25. Christopher Gust & Edward Herbst & David López-Salido & Matthew E. Smith, 2017. "The Empirical Implications of the Interest-Rate Lower Bound," American Economic Review, American Economic Association, vol. 107(7), pages 1971-2006, July.
    26. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    27. Daisuke Ikeda & Hidehiko Matsumoto, 2021. "Procyclical Leverage and Crisis Probability in a Macroeconomic Model of Bank Runs," IMES Discussion Paper Series 21-E-01, Institute for Monetary and Economic Studies, Bank of Japan.
    28. Alejandro Justiniano & Giorgio E. Primiceri & Andrea Tambalotti, 2019. "Credit Supply and the Housing Boom," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1317-1350.
    29. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    30. Paul, Pascal, 2020. "A macroeconomic model with occasional financial crises," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    31. He, Zhiguo & Kelly, Bryan & Manela, Asaf, 2017. "Intermediary asset pricing: New evidence from many asset classes," Journal of Financial Economics, Elsevier, vol. 126(1), pages 1-35.
    32. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    33. Alexander Richter & Nathaniel Throckmorton & Todd Walker, 2014. "Accuracy, Speed and Robustness of Policy Function Iteration," Computational Economics, Springer;Society for Computational Economics, vol. 44(4), pages 445-476, December.
    34. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2018. "Diagnostic Expectations and Credit Cycles," Journal of Finance, American Finance Association, vol. 73(1), pages 199-227, February.
    35. Zhiguo He & In Gu Khang & Arvind Krishnamurthy, 2010. "Balance Sheet Adjustments during the 2008 Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(1), pages 118-156, August.
    36. Gary Gorton & Guillermo Ordoñez, 2020. "Good Booms, Bad Booms," Journal of the European Economic Association, European Economic Association, vol. 18(2), pages 618-665.
    37. Oliver de Groot, 2021. "A Financial Accelerator through Coordination Failure," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1620-1642.
    38. Tobias Adrian & Paolo Colla & Hyun Song Shin, 2013. "Which Financial Frictions? Parsing the Evidence from the Financial Crisis of 2007 to 2009," NBER Macroeconomics Annual, University of Chicago Press, vol. 27(1), pages 159-214.
    39. Kenneth D. Garbade, 2006. "The evolution of repo contracting conventions in the 1980s," Economic Policy Review, Federal Reserve Bank of New York, vol. 12(May), pages 27-42.
    40. Harold L. Cole & Timothy J. Kehoe, 2000. "Self-Fulfilling Debt Crises," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(1), pages 91-116.
    41. Luigi Bocola & Alessandro Dovis, 2019. "Self-Fulfilling Debt Crises: A Quantitative Analysis," American Economic Review, American Economic Association, vol. 109(12), pages 4343-4377, December.
    42. Raheel Safdar & Chen Yan, 2017. "Information risk, stock returns, and asset pricing: Evidence from China," Accounting Research Journal, Emerald Group Publishing Limited, vol. 30(4), pages 379-394, November.
    43. Manuel Amador & Javier Bianchi, 2024. "Bank Runs, Fragility, and Credit Easing," American Economic Review, American Economic Association, vol. 114(7), pages 2073-2110, July.
    44. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    45. Cooper, Russell & Corbae, Dean, 2002. "Financial Collapse: A Lesson from the Great Depression," Journal of Economic Theory, Elsevier, vol. 107(2), pages 159-190, December.
    46. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    47. Mikkelsen, Jakob & Poeschl, Johannes, 2019. "Banking Panic Risk and Macroeconomic Uncertainty," MPRA Paper 94729, University Library of Munich, Germany.
    48. Raj Chetty & Adam Guren & Day Manoli & Andrea Weber, 2011. "Are Micro and Macro Labor Supply Elasticities Consistent? A Review of Evidence on the Intensive and Extensive Margins," American Economic Review, American Economic Association, vol. 101(3), pages 471-475, May.
    49. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    50. S. Bogan Aruoba & Pablo Cuba-Borda & Kenji Higa-Flores & Frank Schorfheide & Sergio Villalvazo, 2021. "Piecewise-Linear Approximations and Filtering for DSGE Models with Occasionally Binding Constraints," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 41, pages 96-120, July.
    51. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross‐Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
    52. Ferrante, Francesco, 2019. "Risky lending, bank leverage and unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 100-127.
    53. Arvind Krishnamurthy & Tyler Muir, 2017. "How Credit Cycles across a Financial Crisis," NBER Working Papers 23850, National Bureau of Economic Research, Inc.
    54. Frédéric Boissay & Fabrice Collard & Frank Smets, 2016. "Booms and Banking Crises," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 489-538.
    55. Ben S. Bernanke, 2018. "The Real Effects of Disrupted Credit: Evidence from the Global Financial Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(2 (Fall)), pages 251-342.
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    Cited by:

    1. Bianchi, Francesco & Melosi, Leonardo & Rottner, Matthias, 2021. "Hitting the elusive inflation target," Journal of Monetary Economics, Elsevier, vol. 124(C), pages 107-122.
    2. Darracq Pariès, Matthieu & Kok, Christoffer & Rottner, Matthias, 2023. "Reversal interest rate and macroprudential policy," European Economic Review, Elsevier, vol. 159(C).
    3. James Mitchell & Aubrey Poon & Dan Zhu, 2024. "Constructing density forecasts from quantile regressions: Multimodality in macrofinancial dynamics," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(5), pages 790-812, August.
    4. Kase, Hanno & Melosi, Leonardo & Rottner, Matthias, 2022. "Estimating Nonlinear Heterogeneous Agents Models with Neural Networks," CEPR Discussion Papers 17391, C.E.P.R. Discussion Papers.
    5. di Iasio, Giovanni & Kaufmann, Christoph & Wicknig, Florian, 2022. "Macroprudential regulation of investment funds," Working Paper Series 2695, European Central Bank.
    6. Lei, Ningze & Huang, Liqiang, 2023. "Corporate financing from shadow banking and bond credit spreads," Finance Research Letters, Elsevier, vol. 58(PB).
    7. Croicu Andreea-Elena & Călin Adrian Cantemir, 2024. "Reconceptualizing Stability: Dynamics of Shadow Banking in Financial Markets," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 1385-1397.
    8. Hongjie Pan & Hong Fan, 2024. "Systemic Risk Arising from Shadow Banking and Sustainable Development: A Study of Wealth Management Products in China," Sustainability, MDPI, vol. 16(10), pages 1-26, May.

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    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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