IDEAS home Printed from https://ideas.repec.org/a/wly/jmoncb/v55y2023i1p103-142.html
   My bibliography  Save this article

Understanding Bank and Nonbank Credit Cycles: A Structural Exploration

Author

Listed:
  • C. BORA DURDU
  • MOLIN ZHONG

Abstract

We explore the structural drivers of bank and nonbank credit cycles using a medium‐scale dynamic stochastic general equilibrium (DSGE) model with two types of financial intermediation. We posit economywide and sectoral disturbances in both macro and financial sectors. We estimate that sectoral shocks to the balance sheets of entrepreneurs are important for fluctuations in bank and nonbank credit growth at the business cycle frequency. Economywide entrepreneurial risk shocks gain predominance for explaining the lower frequency comovement between the two series. Macro shocks play very little role in explaining financial cycles.

Suggested Citation

  • C. Bora Durdu & Molin Zhong, 2023. "Understanding Bank and Nonbank Credit Cycles: A Structural Exploration," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(1), pages 103-142, February.
  • Handle: RePEc:wly:jmoncb:v:55:y:2023:i:1:p:103-142
    DOI: 10.1111/jmcb.12918
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jmcb.12918
    Download Restriction: no

    File URL: https://libkey.io/10.1111/jmcb.12918?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Andrew T. Foerster & Pierre-Daniel G. Sarte & Mark W. Watson, 2011. "Sectoral versus Aggregate Shocks: A Structural Factor Analysis of Industrial Production," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 1-38.
    2. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2012. "The Aggregate Demand for Treasury Debt," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 233-267.
    3. Justiniano, Alejandro & Primiceri, Giorgio E. & Tambalotti, Andrea, 2010. "Investment shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 57(2), pages 132-145, March.
    4. Damiano Sandri & Fabián Valencia, 2013. "Financial Crises and Recapitalizations," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 59-86, December.
    5. Del Negro, Marco & Eusepi, Stefano, 2011. "Fitting observed inflation expectations," Journal of Economic Dynamics and Control, Elsevier, vol. 35(12), pages 2105-2131.
    6. 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.
    7. Fève, Patrick & Moura, Alban & Pierrard, Olivier, 2019. "Shadow banking and financial regulation: A small-scale DSGE perspective," Journal of Economic Dynamics and Control, Elsevier, vol. 101(C), pages 130-144.
    8. Andrea Ajello, 2016. "Financial Intermediation, Investment Dynamics, and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 106(8), pages 2256-2303, August.
    9. Fiorella De Fiore & Harald Uhlig, 2011. "Bank Finance versus Bond Finance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(7), pages 1399-1421, October.
    10. Fiorella De Fiore & Harald Uhlig, 2015. "Corporate Debt Structure and the Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(8), pages 1571-1598, December.
    11. Joshua H. Gallin, 2013. "Shadow banking and the funding of the nonfinancial sector," Finance and Economics Discussion Series 2013-50, Board of Governors of the Federal Reserve System (U.S.).
    12. Matteo Iacoviello, 2015. "Financial Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(1), pages 140-164, January.
    13. 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.
    14. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    15. Carlstrom, Charles T & Fuerst, Timothy S, 1997. "Agency Costs, Net Worth, and Business Fluctuations: A Computable General Equilibrium Analysis," American Economic Review, American Economic Association, vol. 87(5), pages 893-910, December.
    16. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    17. Laurent Clerc & Alexis Derviz & Caterina Mendicino & Stephane Moyen & Kalin Nikolov & Livio Stracca & Javier Suarez & Alexandros P. Vardoulakis, 2015. "Capital Regulation in a Macroeconomic Model with Three Layers of Default," International Journal of Central Banking, International Journal of Central Banking, vol. 11(3), pages 9-63, June.
    18. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    19. Caterina Mendicino & Kalin Nikolov & Javier Suarez & Dominik Supera, 2018. "Optimal Dynamic Capital Requirements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(6), pages 1271-1297, September.
    20. Omer Brav, 2009. "Access to Capital, Capital Structure, and the Funding of the Firm," Journal of Finance, American Finance Association, vol. 64(1), pages 263-308, February.
    21. 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.
    22. Naohisa Hirakata & Nao Sudo & Kozo Ueda, 2017. "Chained Credit Contracts And Financial Accelerators," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 565-579, January.
    23. Herman, Alexander & Igan, Deniz & Solé, Juan, 2017. "The macroeconomic relevance of bank and nonbank credit: An exploration of U.S. data," Journal of Financial Stability, Elsevier, vol. 32(C), pages 124-141.
    24. Afanasyeva, Elena & Güntner, Jochen, 2020. "Bank market power and the risk channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 111(C), pages 118-134.
    25. Becker, Bo & Ivashina, Victoria, 2014. "Cyclicality of credit supply: Firm level evidence," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 76-93.
    26. Juliane Begenau & Tim Landvoigt, 2021. "Financial Regulation in a Quantitative Model of the Modern Banking System," NBER Working Papers 28501, National Bureau of Economic Research, Inc.
    27. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    28. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    29. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    30. Filippo Ferroni & Stefano Grassi & Miguel A. León‐Ledesma, 2019. "Selecting structural innovations in DSGE models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(2), pages 205-220, March.
    31. Benjamin Nelson & Gabor Pinter & Konstantinos Theodoridis, 2018. "Do contractionary monetary policy shocks expand shadow banking?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 198-211, March.
    32. Francisco Covas & Wouter J. Den Haan, 2011. "The Cyclical Behavior of Debt and Equity Finance," American Economic Review, American Economic Association, vol. 101(2), pages 877-899, April.
    33. Nicolas Crouzet, 2018. "Aggregate Implications of Corporate Debt Choices," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1635-1682.
    34. Fiorella De Fiore & Harald Uhlig, 2011. "Bank Finance versus Bond Finance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(7), pages 1399-1421, October.
    35. Dempsey, Kyle P., 2020. "Macroprudential capital requirements with non-bank finance," Working Paper Series 2415, European Central Bank.
    36. 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.
    37. Joshua Gallin, 2013. "Shadow Banking and the Funding of the Nonfinancial Sector," NBER Chapters, in: Measuring Wealth and Financial Intermediation and Their Links to the Real Economy, pages 89-123, National Bureau of Economic Research, Inc.
    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. Hibiki Ichiue & Jean-Guillaume Sahuc & Yasin Mimir & Jolan Mohimont & Kalin Nikolov & Olivier de Bandt & Sigrid Roehrs & Valério Scalone & Michael Straughan & Bora Durdu, 2022. "Assessing the Impact of Basel III: Evidence from Structural Macroeconomic Models," Working Papers hal-04159816, HAL.

    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. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    2. Fève, Patrick & Moura, Alban & Pierrard, Olivier, 2022. "The fall in shadow banking and the slow U.S. recovery," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
    3. Matthieu Darracq Paries, 2018. "Financial frictions and monetary policy conduct," Erudite Ph.D Dissertations, Erudite, number ph18-01 edited by Ferhat Mihoubi, December.
    4. Xiang, Haotian, 2022. "Corporate debt choice and bank capital regulation," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    5. Jondeau, Eric & Sahuc, Jean-Guillaume, 2022. "Bank capital shortfall in the euro area," Journal of Financial Stability, Elsevier, vol. 62(C).
    6. Thomas Brand & Fabien Tripier, 2021. "Risk Shocks and Divergence between the Euro Area and the US in the Aftermath of the Great Recession," Annals of Economics and Statistics, GENES, issue 143, pages 137-163.
    7. Francesco Furlanetto & Francesco Ravazzolo & Samad Sarferaz, 2019. "Identification of Financial Factors in Economic Fluctuations," The Economic Journal, Royal Economic Society, vol. 129(617), pages 311-337.
    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. Silvestrini, Andrea & Zaghini, Andrea, 2015. "Financial shocks and the real economy in a nonlinear world: From theory to estimation," Journal of Policy Modeling, Elsevier, vol. 37(6), pages 915-929.
    10. Kirchner Philipp, 2020. "On Shadow Banking and Financial Frictions in DSGE Modeling," Review of Economics, De Gruyter, vol. 71(2), pages 101-133, August.
    11. Jelena Zivanovic, 2019. "Corporate Debt Composition and Business Cycles," Staff Working Papers 19-5, Bank of Canada.
    12. Andrea Ajello, 2016. "Financial Intermediation, Investment Dynamics, and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 106(8), pages 2256-2303, August.
    13. Görtz, Christoph & Tsoukalas, John, 2011. "News and financial intermediation in aggregate and sectoral fluctuations," MPRA Paper 38986, University Library of Munich, Germany, revised Mar 2012.
    14. Andrea Silvestrini & Andrea Zaghini, 2015. "Financial shocks and the real economy in a nonlinear world: a survey of the theoretical and empirical literature," Questioni di Economia e Finanza (Occasional Papers) 255, Bank of Italy, Economic Research and International Relations Area.
    15. Michael Kühl, 2018. "The Effects of Government Bond Purchases on Leverage Constraints of Banks and Non-Financial Firms," International Journal of Central Banking, International Journal of Central Banking, vol. 14(4), pages 93-161, September.
    16. David M. Arseneau & Grace Brang & Matt Darst & Jacob M. M. Faber & David E. Rappoport & Alexandros Vardoulakis, 2022. "A Macroprudential Perspective on the Regulatory Boundaries of U.S. Financial Assets," Finance and Economics Discussion Series 2022-002, Board of Governors of the Federal Reserve System (U.S.).
    17. repec:zbw:bofrdp:2016_016 is not listed on IDEAS
    18. Yépez, Carlos A., 2018. "Financial intermediation and real estate prices impact on business cycles: A Bayesian analysis," The North American Journal of Economics and Finance, Elsevier, vol. 45(C), pages 138-160.
    19. Brzoza-Brzezina, Michał & Kolasa, Marcin & Makarski, Krzysztof, 2013. "The anatomy of standard DSGE models with financial frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 32-51.
    20. Brand, Thomas & Isoré, Marlène & Tripier, Fabien, 2019. "Uncertainty shocks and firm creation: Search and monitoring in the credit market," Journal of Economic Dynamics and Control, Elsevier, vol. 99(C), pages 19-53.
    21. 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.

    More about this item

    JEL classification:

    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G01 - Financial Economics - - General - - - Financial Crises
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:wly:jmoncb:v:55:y:2023:i:1:p:103-142. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0022-2879 .

    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.