IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v87y2020icp447-460.html
   My bibliography  Save this article

Bank loan supply shocks and leverage adjustment

Author

Listed:
  • Shikimi, Masayo

Abstract

We investigate the effect of bank loan supply shocks on firms’ leverage adjustment. We show that the impact of bank shocks is larger for firms with greater dependence on financially troubled banks. We measure firms’ pre-crisis loan dependence on troubled banks by using matched firm–bank loan data. Using the boom-bust cycle from 1987 to 2014 in Japan as a quasi-experiment, we find that financially constrained firms adjust their leverage slower during credit-crunch periods than during other periods. During credit-crunch periods following banking crisis, firms associated with failing banks or with banks that have a limited capacity to supply loans show a slower adjustment than other firms. Bank shocks have significant effects on small firms’ adjustment but not on that of large firms. These results are robust when we consider demand-side effects and perform other robustness tests. Our results imply that bank shocks have a persistent effect on borrowers’ leverage.

Suggested Citation

  • Shikimi, Masayo, 2020. "Bank loan supply shocks and leverage adjustment," Economic Modelling, Elsevier, vol. 87(C), pages 447-460.
  • Handle: RePEc:eee:ecmode:v:87:y:2020:i:c:p:447-460
    DOI: 10.1016/j.econmod.2019.11.020
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999319303797
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2019.11.020?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. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    2. Ricardo J. Caballero & Arvind Krishnamurthy, 2008. "Collective Risk Management in a Flight to Quality Episode," Journal of Finance, American Finance Association, vol. 63(5), pages 2195-2230, October.
    3. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    4. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    5. Faulkender, Michael & Flannery, Mark J. & Hankins, Kristine Watson & Smith, Jason M., 2012. "Cash flows and leverage adjustments," Journal of Financial Economics, Elsevier, vol. 103(3), pages 632-646.
    6. Joe Peek & Eric S. Rosengren, 2005. "Unnatural Selection: Perverse Incentives and the Misallocation of Credit in Japan," American Economic Review, American Economic Association, vol. 95(4), pages 1144-1166, September.
    7. Soku Byoun, 2008. "How and When Do Firms Adjust Their Capital Structures toward Targets?," Journal of Finance, American Finance Association, vol. 63(6), pages 3069-3096, December.
    8. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    9. Alexander Rodnyansky & Olivier M. Darmouni, 2017. "The Effects of Quantitative Easing on Bank Lending Behavior," Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3858-3887.
    10. Garcia-Appendini, Emilia & Montoriol-Garriga, Judit, 2013. "Firms as liquidity providers: Evidence from the 2007–2008 financial crisis," Journal of Financial Economics, Elsevier, vol. 109(1), pages 272-291.
    11. Ishikawa, Daisuke & Tsutsui, Yoshiro, 2013. "Credit crunch and its spatial differences in Japan's lost decade: What can we learn from it?," Japan and the World Economy, Elsevier, vol. 28(C), pages 41-52.
    12. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    13. García-Posada, Miguel & Marchetti, Marcos, 2016. "The bank lending channel of unconventional monetary policy: The impact of the VLTROs on credit supply in Spain," Economic Modelling, Elsevier, vol. 58(C), pages 427-441.
    14. Nakashima, Kiyotaka & Takahashi, Koji, 2018. "The real effects of bank-driven termination of relationships: Evidence from loan-level matched data," Journal of Financial Stability, Elsevier, vol. 39(C), pages 46-65.
    15. Xin Chang & Sudipto Dasgupta, 2009. "Target Behavior and Financing: How Conclusive Is the Evidence?," Journal of Finance, American Finance Association, vol. 64(4), pages 1767-1796, August.
    16. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    17. Cook, Douglas O. & Tang, Tian, 2010. "Macroeconomic conditions and capital structure adjustment speed," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 73-87, February.
    18. Mary Amiti & David E. Weinstein, 2018. "How Much Do Idiosyncratic Bank Shocks Affect Investment? Evidence from Matched Bank-Firm Loan Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 525-587.
    19. Wolfgang Drobetz & Dirk C. Schilling & Henning Schröder, 2015. "Heterogeneity in the Speed of Capital Structure Adjustment across Countries and over the Business Cycle," European Financial Management, European Financial Management Association, vol. 21(5), pages 936-973, November.
    20. Harjoat S. Bhamra & Lars-Alexander Kuehn & Ilya A. Strebulaev, 2010. "The Aggregate Dynamics of Capital Structure and Macroeconomic Risk," Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4187-4241, December.
    21. Morais, Bernardo & Peydró, José-Luis & Roldán Peña, Jessica & Ruiz Ortega, Claudia, 2019. "The International Bank Lending Channel of Monetary Policy Rates and QE: Credit Supply, Reach-for-Yield, and Real Effects," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 74(1), pages 55-90.
    22. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    23. Ongena, Steven & Smith, David C. & Michalsen, Dag, 2003. "Firms and their distressed banks: lessons from the Norwegian banking crisis," Journal of Financial Economics, Elsevier, vol. 67(1), pages 81-112, January.
    24. Chava, Sudheer & Purnanandam, Amiyatosh, 2011. "The effect of banking crisis on bank-dependent borrowers," Journal of Financial Economics, Elsevier, vol. 99(1), pages 116-135, January.
    25. Kenji Nishizaki & Toshitaka Sekine & Yoichi Ueno, 2014. "Chronic Deflation in Japan," Asian Economic Policy Review, Japan Center for Economic Research, vol. 9(1), pages 20-39, January.
    26. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    27. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    28. Kazuo Ueda, 2012. "The Effectiveness Of Non‐Traditional Monetary Policy Measures: The Case Of The Bank Of Japan," The Japanese Economic Review, Japanese Economic Association, vol. 63(1), pages 1-22, March.
    29. Becker, Bo & Ivashina, Victoria, 2014. "Cyclicality of credit supply: Firm level evidence," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 76-93.
    30. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    31. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    32. Jie Gan, 2007. "The Real Effects of Asset Market Bubbles: Loan- and Firm-Level Evidence of a Lending Channel," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1941-1973, November.
    33. Clemente, Jesus & Montanes, Antonio & Reyes, Marcelo, 1998. "Testing for a unit root in variables with a double change in the mean," Economics Letters, Elsevier, vol. 59(2), pages 175-182, May.
    34. Mark T. Leary, 2009. "Bank Loan Supply, Lender Choice, and Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 64(3), pages 1143-1185, June.
    35. Harford, Jarrad & Klasa, Sandy & Walcott, Nathan, 2009. "Do firms have leverage targets? Evidence from acquisitions," Journal of Financial Economics, Elsevier, vol. 93(1), pages 1-14, July.
    36. Mary Amiti & David E. Weinstein, 2011. "Exports and Financial Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1841-1877.
    37. 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.
    38. Minetti, Raoul, 2007. "Bank capital, firm liquidity, and project quality," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2584-2594, November.
    39. Bowman, David & Cai, Fang & Davies, Sally & Kamin, Steven, 2015. "Quantitative easing and bank lending: Evidence from Japan," Journal of International Money and Finance, Elsevier, vol. 57(C), pages 15-30.
    40. Gertler, Mark & Gilchrist, Simon, 1993. "The cyclical behavior of short-term business lending: Implications for financial propagation mechanisms," European Economic Review, Elsevier, vol. 37(2-3), pages 623-631, April.
    41. Hoshi, Takeo & Kashyap, Anil K, 2010. "Will the U.S. bank recapitalization succeed? Eight lessons from Japan," Journal of Financial Economics, Elsevier, vol. 97(3), pages 398-417, September.
    42. Voutsinas, Konstantinos & Werner, Richard A., 2011. "Credit supply and corporate capital structure: Evidence from Japan," International Review of Financial Analysis, Elsevier, vol. 20(5), pages 320-334.
    43. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    44. Ralf Elsas & David Florysiak, 2011. "Heterogeneity in the Speed of Adjustment toward Target Leverage," International Review of Finance, International Review of Finance Ltd., vol. 11(2), pages 181-211, June.
    45. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    46. Hovakimian, Armen & Li, Guangzhong, 2011. "In search of conclusive evidence: How to test for adjustment to target capital structure," Journal of Corporate Finance, Elsevier, vol. 17(1), pages 33-44, February.
    47. Korajczyk, Robert A. & Levy, Amnon, 2003. "Capital structure choice: macroeconomic conditions and financial constraints," Journal of Financial Economics, Elsevier, vol. 68(1), pages 75-109, April.
    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. Wenlian Gao & Feifei Zhu & Kai Chen, 2023. "The role of bank lenders in firm leverage adjustments," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 46(1), pages 63-97, February.
    2. Bos, Jaap W.B. & Li, Runliang & Sanders, Mark W.J.L., 2022. "Hazardous lending: The impact of natural disasters on bank asset portfolio," Economic Modelling, Elsevier, vol. 108(C).
    3. Xiao, He, 2022. "Environmental regulation and firm capital structure dynamics," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 770-787.
    4. Daisuke Tsuruta, 2023. "Do small businesses adjust their capital structure? Evidence from the global financial crisis in Japan," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S1), pages 843-871, April.

    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. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    2. Wenlian Gao & Feifei Zhu & Kai Chen, 2023. "The role of bank lenders in firm leverage adjustments," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 46(1), pages 63-97, February.
    3. Wenfei Li & Cen Wu & Liping Xu & Qingquan Tang, 2017. "Bank connections and the speed of leverage adjustment: evidence from China's listed firms," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(5), pages 1349-1381, December.
    4. Morais, Flávio & Serrasqueiro, Zélia & Ramalho, Joaquim J.S., 2022. "Capital structure speed of adjustment heterogeneity across zero leverage and leveraged European firms," Research in International Business and Finance, Elsevier, vol. 62(C).
    5. Aflatooni, Abbas & Ghaderi, Kaveh & Mansouri, Kefsan, 2022. "Sanctions against Iran, political connections and speed of adjustment," Emerging Markets Review, Elsevier, vol. 51(PB).
    6. Albertazzi, Ugo & Barbiero, Francesca & Marqués-Ibáñez, David & Popov, Alexander & Rodriguez d’Acri, Costanza & Vlassopoulos, Thomas, 2020. "Monetary policy and bank stability: the analytical toolbox reviewed," Working Paper Series 2377, European Central Bank.
    7. Marco Botta & Luca Vittorio Angelo Colombo, 2022. "Non‐linear capital structure dynamics," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(9-10), pages 1897-1928, October.
    8. Nadja Dwenger & Frank M Fossen & Martin Simmler, 2015. "From financial to real economic crisis: evidence from individual firm¨Cbank relationships in Germany," Working Papers 1516, Oxford University Centre for Business Taxation.
    9. Shofiqur Rahman, 2020. "Credit supply and capital structure adjustments," Financial Management, Financial Management Association International, vol. 49(4), pages 949-972, December.
    10. Maria Elena Bontempi & Laura Bottazzi & Roberto Golinelli, 2015. "ynamic corporate capital structure behavior:empirical assessment in the light of heterogeneity and non stationarity," Working Papers 537, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    11. Dwenger, Nadja & Fossen, Frank & Simmler, Martin, 2015. "From financial to real economic crisis. Evidence from individual firm-bank relationships in Germany," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113000, Verein für Socialpolitik / German Economic Association.
    12. Biswajit Ghose & Kailash Chandra Kabra, 2019. "Capital Structure Dynamics and Financing Imbalance: Evidence from an Emerging Economy," Emerging Economy Studies, International Management Institute, vol. 5(2), pages 103-124, November.
    13. Durand, Robert B. & Greene, William H. & Harris, Mark N. & Khoo, Joye, 2022. "Heterogeneity in speed of adjustment using finite mixture models," Economic Modelling, Elsevier, vol. 107(C).
    14. Joye Khoo & Robert B. Durand & Subhrendu Rath, 2017. "Leverage adjustment after mergers and acquisitions," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57, pages 185-210, April.
    15. Giorgio Canarella & Stephen M. Miller, 2019. "Determinants of Optimal Capital Structure and Speed of Adjustment: Evidence from the U.S. ICT Sector," Working papers 2019-06, University of Connecticut, Department of Economics.
    16. Bontempi, Maria Elena & Bottazzi, Laura & Golinelli, Roberto, 2020. "A multilevel index of heterogeneous short-term and long-term debt dynamics," Journal of Corporate Finance, Elsevier, vol. 64(C).
    17. An, Zhe & Chen, Chen & Li, Donghui & Yin, Chao, 2021. "Foreign institutional ownership and the speed of leverage adjustment: International evidence," Journal of Corporate Finance, Elsevier, vol. 68(C).
    18. Wolfgang Drobetz & Dirk C. Schilling & Henning Schröder, 2015. "Heterogeneity in the Speed of Capital Structure Adjustment across Countries and over the Business Cycle," European Financial Management, European Financial Management Association, vol. 21(5), pages 936-973, November.
    19. Im, Hyun Joong & Faff, Robert & Ha, Chang Yong, 2022. "Uncertainty, investment spikes, and corporate leverage adjustments," Journal of Banking & Finance, Elsevier, vol. 145(C).
    20. Zeitun, Rami & Temimi, Akram & Mimouni, Karim, 2017. "Do financial crises alter the dynamics of corporate capital structure? Evidence from GCC countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 63(C), pages 21-33.

    More about this item

    Keywords

    Banking crisis; Bank financial weakness; Financial constraints; Leverage adjustment; Supply shocks;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:ecmode:v:87:y:2020:i:c:p:447-460. 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/30411 .

    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.