IDEAS home Printed from https://ideas.repec.org/a/wly/finmar/v30y2021i2p31-62.html

Has the Crisis Introduced a New Paradigm in Banks' Credit Allocation? The Non‐financial Corporations' Perspective

Author

Listed:
  • Andresa Lopes
  • Vítor Oliveira
  • Ângelo Ramos
  • Fátima Silva

Abstract

In the years prior to the onset of the global financial crisis, the sharp credit growth, in a context of optimistic income expectations, boosted by an increase in competition in the banking system, less restrictive lending criteria and favorable financing conditions in international wholesale debt market, led to a marked rise in the debt levels of non‐financial corporations. In this paper, we use a panel data regression, with fixed effect estimators, to study how the relationship between bank credit granted to each firm and a set of firm‐specific indicators, that measure overall balance sheet performance and riskiness, changed over the 2006–2017 period. The results suggest that, during and after the Portuguese sovereign debt crisis, the sensitivity of the bank credit granted to firms to overall balance sheet strength and riskiness of firms increased, except in the case of leverage, where the sensitivity decreased slightly. Nonetheless, banks on average lent more to lower leveraged firms than to higher leveraged firms throughout the period considered. The results also show that statistical significance slightly reduces with the size of the firm and, when compared with the pre‐crisis sub‐period, banks did not increase lending to higher leveraged large firms in the crisis and post‐crisis sub‐periods. Finally, we find that the most capitalized banks were the ones more willing and/or able to support firms, during the crisis, even firms that experienced a deterioration in their indicators.

Suggested Citation

  • Andresa Lopes & Vítor Oliveira & Ângelo Ramos & Fátima Silva, 2021. "Has the Crisis Introduced a New Paradigm in Banks' Credit Allocation? The Non‐financial Corporations' Perspective," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 30(2), pages 31-62, May.
  • Handle: RePEc:wly:finmar:v:30:y:2021:i:2:p:31-62
    DOI: 10.1111/fmii.12141
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/fmii.12141
    Download Restriction: no

    File URL: https://libkey.io/10.1111/fmii.12141?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
    ---><---

    References listed on IDEAS

    as
    1. Sergio Correia, 2016. "reghdfe: Estimating linear models with multi-way fixed effects," 2016 Stata Conference 24, Stata Users Group.
    2. Enrico Sette & Giorgio Gobbi, 2015. "Relationship Lending During A Financial Crisis," Journal of the European Economic Association, European Economic Association, vol. 13(3), pages 453-481, June.
    3. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    4. 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.
    5. Marcello Bofondi & Luisa Carpinelli & Enrico Sette, 2018. "Credit Supply During a Sovereign Debt Crisis," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 696-729.
    6. Mariarosaria Agostino & Damiano B. Silipo & Francesco Trivieri, 2008. "The Effects of Screening and Monitoring on Credit Rationing of SMEs," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 37(2), pages 155-179, July.
    7. Manthos D. Delis & Iftekhar Hasan & Nikolaos Mylonidis, 2017. "The Risk‐Taking Channel of Monetary Policy in the U.S.: Evidence from Corporate Loan Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(1), pages 187-213, February.
    8. Manthos D. Delis & Iftekhar Hasan & Nikolaos Mylonidis, 2017. "The Risk‐Taking Channel of Monetary Policy in the U.S.: Evidence from Corporate Loan Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(1), pages 187-213, February.
    9. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    10. Nuno Azevedo & Márcio Mateus & Álvaro Pina, 2021. "Bank credit allocation and productivity: stylised facts for Portugal," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 39(4), pages 644-674, October.
    11. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    12. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    13. Bonfim, Diana, 2009. "Credit risk drivers: Evaluating the contribution of firm level information and of macroeconomic dynamics," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 281-299, February.
    14. De Socio, Antonio & Michelangeli, Valentina, 2017. "A model to assess the financial vulnerability of Italian firms," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 147-168.
    15. Buch, Claudia M. & Eickmeier, Sandra & Prieto, Esteban, 2014. "In search for yield? Survey-based evidence on bank risk taking," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 12-30.
    16. Robin Greenwood & Samuel G. Hanson, 2013. "Issuer Quality and Corporate Bond Returns," The Review of Financial Studies, Society for Financial Studies, vol. 26(6), pages 1483-1525.
    17. Chodorow-Reich, Gabriel & Darmouni, Olivier & Luck, Stephan & Plosser, Matthew, 2022. "Bank liquidity provision across the firm size distribution," Journal of Financial Economics, Elsevier, vol. 144(3), pages 908-932.
    18. repec:ptu:bdpart:e201605 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Segev, Nimrod, 2020. "Identifying the risk-Taking channel of monetary transmission and the connection to economic activity," Journal of Banking & Finance, Elsevier, vol. 116(C).
    2. Bampinas, Georgios & Blomkvist, Magnus & Demetriades, Elias & Politsidis, Panagiotis N., 2025. "The flight home effect during the COVID-19 pandemic: Evidence from syndicated loans," Journal of Financial Stability, Elsevier, vol. 76(C).
    3. Nina Boyarchenko & Giovanni Favara & Moritz Schularick, 2022. "Financial Stability Considerations for Monetary Policy: Empirical Evidence and Challenges," Staff Reports 1003, Federal Reserve Bank of New York.
    4. Er, Tarık Alperen & Deniz, Burak & Yarba, İbrahim, 2025. "Loan spreads over the credit cycle," Emerging Markets Review, Elsevier, vol. 67(C).
    5. Hasan, Iftekhar & Kim, Suk-Joong & Politsidis, Panagiotis N. & Wu, Eliza, 2021. "Loan syndication under Basel II: How do firm credit ratings affect the cost of credit?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    6. Chen, Hsuan-Chi & Chou, Robin K. & Lin, Chih-Yung & Lu, Chien-Lin, 2025. "Too big to fail? Asymmetric effects of quantitative easing," Journal of Financial Stability, Elsevier, vol. 77(C).
    7. Huang, Yiping & Li, Xiang & Wang, Chu, 2021. "What does peer-to-peer lending evidence say about the Risk-Taking Channel of monetary policy?," Journal of Corporate Finance, Elsevier, vol. 66(C).
    8. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "“In the Short Run Blasé, In the Long Run Risqué”," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 181-226, August.
    9. Delis, Manthos D. & Iosifidi, Maria & Mylonidis, Nikolaos, 2021. "Industry heterogeneity in the risk-taking channel," Economic Modelling, Elsevier, vol. 104(C).
    10. Jin, Xisong & Nadal De Simone, Francisco, 2020. "Monetary policy and systemic risk-taking in the Euro area investment fund industry: A structural factor-augmented vector autoregression analysis," Journal of Financial Stability, Elsevier, vol. 49(C).
    11. Fulvia Fringuellotti & Thomas Kroen, 2024. "Payout Restrictions and Bank Risk-Shifting," Staff Reports 1123, Federal Reserve Bank of New York.
    12. Ippolito, Filippo & Peydró, José-Luis & Polo, Andrea & Sette, Enrico, 2016. "Double bank runs and liquidity risk management," Journal of Financial Economics, Elsevier, vol. 122(1), pages 135-154.
    13. Delis, Manthos & Hong, Sizhe & Paltalidis, Nikos & Philip, Dennis, 2020. "Forward Guidance and Corporate Lending," MPRA Paper 98159, University Library of Munich, Germany.
    14. Wang, Ling, 2023. "Central bank asset purchases, banks’ risky security holdings and profitability: Macro and micro evidence from Japan and the U.S," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 347-364.
    15. Ongena, Steven & Schindele, Ibolya & Vonnák, Dzsamila, 2021. "In lands of foreign currency credit, bank lending channels run through?," Journal of International Economics, Elsevier, vol. 129(C).
    16. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "Do demand or supply factors drive bank credit,in good and crisis times?," Economics Working Papers 1567, Department of Economics and Business, Universitat Pompeu Fabra.
    17. Michelson, Noam, 2025. "Credit rationing during credit supply shock: Insights from loan level data," International Review of Economics & Finance, Elsevier, vol. 103(C).
    18. Colletaz, Gilbert & Levieuge, Grégory & Popescu, Alexandra, 2018. "Monetary policy and long-run systemic risk-taking," Journal of Economic Dynamics and Control, Elsevier, vol. 86(C), pages 165-184.
    19. Ricci, Lorenzo & Soggia, Giovanni & Trimarchi, Lorenzo, 2023. "The impact of bank lending standards on credit to firms," Journal of Banking & Finance, Elsevier, vol. 152(C).
    20. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2017. "‘In the Short Run Blasé, in the Long Run Risqué’. On the Effects of Monetary Policy on Bank Credit Risk-Taking in the Short versus Long Run," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 18(3), pages 181-226.

    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:wly:finmar:v:30:y:2021:i:2:p:31-62. 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: .

    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.