IDEAS home Printed from https://ideas.repec.org/a/eee/moneco/v139y2023icp74-92.html
   My bibliography  Save this article

Financial crises and shadow banks: A quantitative analysis

Author

Listed:
  • Rottner, Matthias

Abstract

Motivated by the build-up of shadow bank leverage prior to the financial crisis of 2007–2008, I develop a nonlinear macroeconomic model featuring excessive leverage accumulation and endogenous runs to capture the dynamics and quantify the build-up of instability. Incorporating monetary policy, I demonstrate that the zero lower bound increases the crises frequency and lowers welfare. The model is taken to U.S. data to estimate the run probability around the financial crisis of 2007–2008. The estimated run risk was already considerable in 2005 and kept increasing. Counterfactual simulations evaluate whether monetary interventions boost welfare and could have averted the financial crisis.

Suggested Citation

  • Rottner, Matthias, 2023. "Financial crises and shadow banks: A quantitative analysis," Journal of Monetary Economics, Elsevier, vol. 139(C), pages 74-92.
    • Handle: RePEc:eee:moneco:v:139:y:2023:i:c:p:74-92
    DOI: 10.1016/j.jmoneco.2023.06.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304393223000739
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jmoneco.2023.06.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Bianchi, Francesco & Melosi, Leonardo & Rottner, Matthias, 2021. "Hitting the elusive inflation target," Journal of Monetary Economics, Elsevier, vol. 124(C), pages 107-122.
    7. 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.
    8. 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.
    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. 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.
    11. 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.
    12. Galo Nuño & Carlos Thomas, 2017. "Bank Leverage Cycles," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(2), pages 32-72, April.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Gary Gorton & Guillermo Ordoñez, 2020. "Good Booms, Bad Booms," Journal of the European Economic Association, European Economic Association, vol. 18(2), pages 618-665.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Manuel Amador & Javier Bianchi, 2024. "Bank Runs, Fragility, and Credit Easing," American Economic Review, American Economic Association, vol. 114(7), pages 2073-2110, July.
    23. 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.
    24. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    25. 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.
    26. Mikkelsen, Jakob & Poeschl, Johannes, 2019. "Banking Panic Risk and Macroeconomic Uncertainty," MPRA Paper 94729, University Library of Munich, Germany.
    27. 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.
    28. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. Arvind Krishnamurthy & Tyler Muir, 2017. "How Credit Cycles across a Financial Crisis," NBER Working Papers 23850, National Bureau of Economic Research, Inc.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. Darracq Pariès, Matthieu & Kok, Christoffer & Rottner, Matthias, 2023. "Reversal interest rate and macroprudential policy," European Economic Review, Elsevier, vol. 159(C).
    41. 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.
    42. 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.
    43. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    44. Paul, Pascal, 2020. "A macroeconomic model with occasional financial crises," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    45. 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.
    46. Oliver de Groot, 2021. "A Financial Accelerator through Coordination Failure," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1620-1642.
    47. 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.
    48. 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.
    49. Ferrante, Francesco, 2019. "Risky lending, bank leverage and unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 100-127.
    50. 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.
    51. 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.
    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. Darracq Pariès, Matthieu & Kok, Christoffer & Rottner, Matthias, 2023. "Reversal interest rate and macroprudential policy," European Economic Review, Elsevier, vol. 159(C).
    2. 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.
    3. Lei, Ningze & Huang, Liqiang, 2023. "Corporate financing from shadow banking and bond credit spreads," Finance Research Letters, Elsevier, vol. 58(PB).
    4. 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.
    5. Kase, Hanno & Melosi, Leonardo & Rottner, Matthias, 2024. "Estimating Nonlinear Heterogeneous Agent Models with Neural Networks," The Warwick Economics Research Paper Series (TWERPS) 1499, University of Warwick, Department of Economics.
    6. 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.

    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. 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.
    2. Paul, Pascal, 2020. "A macroeconomic model with occasional financial crises," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    3. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    4. Rottner, Matthias, 2022. "Financial crises and shadow banks: A quantitative analysis," Discussion Papers 15/2022, Deutsche Bundesbank.
    5. 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.
    6. Lawrence J. Christiano & Martin S. Eichenbaum & Mathias Trabandt, 2018. "On DSGE Models," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 113-140, Summer.
    7. Poeschl, Johannes & Zhang, Xue, 2018. "Bank Capital Regulation and Endogenous Shadow Banking Crises," MPRA Paper 92529, University Library of Munich, Germany.
    8. Reiter, Michael & Zessner-Spitzenberg, Leopold, 2023. "Long-term bank lending and the transfer of aggregate risk," Journal of Economic Dynamics and Control, Elsevier, vol. 151(C).
    9. Kirstin Hubrich & Daniel F. Waggoner, 2022. "The Transmission of Financial Shocks and Leverage of Financial Institutions: An Endogenous Regime-Switching Framework," FRB Atlanta Working Paper 2022-5, Federal Reserve Bank of Atlanta.
    10. Singh, Rajesh & Hasan, Mohammad, 2023. "Cross-country Spillovers in Interbank Liquidity Crises," ISU General Staff Papers 202311011603320000, Iowa State University, Department of Economics.
    11. Turdaliev, Nurlan & Zhang, Yahong, 2023. "Mortgage risk and bank runs," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 315-343.
    12. Alfred Duncan & Charles Nolan, 2017. "Financial Frictions in Macroeconomic Models," Studies in Economics 1719, School of Economics, University of Kent.
    13. Lawrence Christiano & Husnu Dalgic & Xiaoming Li, 2022. "Modelling the Great Recession as a Bank Panic: Challenges," Economica, London School of Economics and Political Science, vol. 89(S1), pages 200-238, June.
    14. Valentina Michelangeli & José-Luis Peydró & Enrico Sette, 2021. "Borrower versus Ban Channels in Lending: Experimental- and Administrative-Based Evidence," Working Papers 1307, Barcelona School of Economics.
    15. Andrea Ajello & Nina Boyarchenko & François Gourio & Andrea Tambalotti, 2022. "Financial Stability Considerations for Monetary Policy: Theoretical Mechanisms," Staff Reports 1002, Federal Reserve Bank of New York.
    16. 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.
    17. Mark Gertler & Simon Gilchrist, 2018. "What Happened: Financial Factors in the Great Recession," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 3-30, Summer.
    18. Jondeau, Eric & Sahuc, Jean-Guillaume, 2022. "Bank capital shortfall in the euro area," Journal of Financial Stability, Elsevier, vol. 62(C).
    19. Guerrieri, V. & Uhlig, H., 2016. "Housing and Credit Markets," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1427-1496, Elsevier.

    More about this item

    Keywords

    JEL classification; E32; E44; G23; Financial crises; Leverage; Nonlinear estimation; Zero lower bound; Monetary policy;
    All these keywords.

    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

    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:eee:moneco:v:139:y:2023:i:c:p:74-92. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505566 .

    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.