IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v119y2020ics0378426620301667.html
   My bibliography  Save this article

Does bank opacity affect lending?

Author

Listed:
  • Zheng, Yi

Abstract

Examining a sample of bank holding companies in the United States, we find that opacity has a negative effect on bank loan growth. This effect is more pronounced for banks that are more reliant on wholesale funds. A further analysis of the relationship between opacity and wholesale funds confirms our hypothesis that opacity negatively affects lending via a wholesale funding channel. Moreover, our results suggest that the negative effect of opacity on lending is less pronounced for banks with stronger capitalization. We also show that this effect was stronger during the 2007–2009 financial crisis and is mitigated by a high GDP growth rate, indicating that a strong (weak) macroeconomic condition tends to mitigate (aggravate) such an effect.

Suggested Citation

  • Zheng, Yi, 2020. "Does bank opacity affect lending?," Journal of Banking & Finance, Elsevier, vol. 119(C).
    • Handle: RePEc:eee:jbfina:v:119:y:2020:i:c:s0378426620301667
    DOI: 10.1016/j.jbankfin.2020.105900
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426620301667
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbankfin.2020.105900?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. Harry Huizinga & Luc Laeven, 2019. "The Procyclicality of Banking: Evidence from the Euro Area," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(3), pages 496-527, September.
    2. Liangliang Jiang & Ross Levine & Chen Lin, 2016. "Competition and Bank Opacity," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1911-1942.
    3. 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.
    4. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    5. Flannery, Mark J. & Kwan, Simon H. & Nimalendran, M., 2004. "Market evidence on the opaqueness of banking firms' assets," Journal of Financial Economics, Elsevier, vol. 71(3), pages 419-460, March.
    6. Jose M. Berrospide & Rochelle M. Edge, 2010. "The effects of bank capital on lending: What do we know, and what does it mean?," CAMA Working Papers 2010-26, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    7. Goetz, Martin R. & Laeven, Luc & Levine, Ross, 2016. "Does the geographic expansion of banks reduce risk?," Journal of Financial Economics, Elsevier, vol. 120(2), pages 346-362.
    8. Huang, Rocco & Ratnovski, Lev, 2011. "The dark side of bank wholesale funding," Journal of Financial Intermediation, Elsevier, vol. 20(2), pages 248-263, April.
    9. Bushman, Robert M., 2014. "Thoughts on financial accounting and the banking industry," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 384-395.
    10. Bushman, Robert & Chen, Qi & Engel, Ellen & Smith, Abbie, 2004. "Financial accounting information, organizational complexity and corporate governance systems," Journal of Accounting and Economics, Elsevier, vol. 37(2), pages 167-201, June.
    11. Nicola Cetorelli & Linda S. Goldberg & Arun Gupta, 2014. "Measuring Global Bank Complexity," Liberty Street Economics 20140331, Federal Reserve Bank of New York.
    12. Ben S. Bernanke & Cara S. Lown, 1991. "The Credit Crunch," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(2), pages 205-248.
    13. Gambacorta, Leonardo & Shin, Hyun Song, 2018. "Why bank capital matters for monetary policy," Journal of Financial Intermediation, Elsevier, vol. 35(PB), pages 17-29.
    14. Carlson, Mark & Shan, Hui & Warusawitharana, Missaka, 2013. "Capital ratios and bank lending: A matched bank approach," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 663-687.
    15. Craig, Ben R. & Dinger, Valeriya, 2013. "Deposit market competition, wholesale funding, and bank risk," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3605-3622.
    16. Bengt Holmstrom, 2015. "Understanding the role of debt in the financial system," BIS Working Papers 479, Bank for International Settlements.
    17. Kishan, Ruby P & Opiela, Timothy P, 2000. "Bank Size, Bank Capital, and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(1), pages 121-141, February.
    18. Allen N. Berger & Sadok El Ghoul & Omrane Guedhami & Raluca A. Roman, 2017. "Internationalization and Bank Risk," Management Science, INFORMS, vol. 63(7), pages 2283-2301, July.
    19. 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.
    20. Bonaccorsi di Patti, Emilia & Sette, Enrico, 2016. "Did the securitization market freeze affect bank lending during the financial crisis? Evidence from a credit register," Journal of Financial Intermediation, Elsevier, vol. 25(C), pages 54-76.
    21. Kupiec, Paul & Lee, Yan & Rosenfeld, Claire, 2017. "Does bank supervision impact bank loan growth?," Journal of Financial Stability, Elsevier, vol. 28(C), pages 29-48.
    22. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    23. Christophe Pérignon & David Thesmar & Guillaume Vuillemey, 2018. "Wholesale Funding Dry‐Ups," Journal of Finance, American Finance Association, vol. 73(2), pages 575-617, April.
    24. Nicola Cetorelli & Linda S. Goldberg, 2012. "Banking Globalization and Monetary Transmission," Journal of Finance, American Finance Association, vol. 67(5), pages 1811-1843, October.
    25. Kapan, Tümer & Minoiu, Camelia, 2018. "Balance sheet strength and bank lending: Evidence from the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 92(C), pages 35-50.
    26. Huizinga, Harry & Laeven, Luc, 2012. "Bank valuation and accounting discretion during a financial crisis," Journal of Financial Economics, Elsevier, vol. 106(3), pages 614-634.
    27. Iyer, Rajkamal & Da-Rocha-Lopes, Samuel & Peydró, José-Luis & Schoar, Antoinette, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007-2009 Crisis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 347-372.
    28. Delis, Manthos D. & Kouretas, Georgios P. & Tsoumas, Chris, 2014. "Anxious periods and bank lending," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 1-13.
    29. Paul Goldsmith-Pinkham & Tanju Yorulmazer, 2010. "Liquidity, Bank Runs, and Bailouts: Spillover Effects During the Northern Rock Episode," Journal of Financial Services Research, Springer;Western Finance Association, vol. 37(2), pages 83-98, June.
    30. Beatty, Anne & Liao, Scott, 2014. "Financial accounting in the banking industry: A review of the empirical literature," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 339-383.
    31. Tri Vi Dang & Gary Gorton & Bengt Holmström & Guillermo Ordoñez, 2017. "Banks as Secret Keepers," American Economic Review, American Economic Association, vol. 107(4), pages 1005-1029, April.
    32. 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.
    33. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    34. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    35. Guay, Wayne & Samuels, Delphine & Taylor, Daniel, 2016. "Guiding through the Fog: Financial statement complexity and voluntary disclosure," Journal of Accounting and Economics, Elsevier, vol. 62(2), pages 234-269.
    36. Jones, Jeffrey S. & Lee, Wayne Y. & Yeager, Timothy J., 2013. "Valuation and systemic risk consequences of bank opacity," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 693-706.
    37. Gambacorta, Leonardo & Mistrulli, Paolo Emilio, 2004. "Does bank capital affect lending behavior?," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 436-457, October.
    38. Jose M. Berrospide & Rochelle M. Edge, 2010. "The Effects of Bank Capital on Lending: What Do We Know, and What Does It Mean?," International Journal of Central Banking, International Journal of Central Banking, vol. 6(34), pages 1-50, December.
    39. Hancock, Diana & Laing, Andrew J. & Wilcox, James A., 1995. "Bank capital shocks: Dynamic effects on securities, loans, and capital," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 661-677, June.
    40. Jose M. Berrospide & Rochelle M. Edge, 2010. "The effects of bank capital on lending: what do we know, and what does it mean?," Finance and Economics Discussion Series 2010-44, Board of Governors of the Federal Reserve System (U.S.).
    41. Jones, Jeffrey S. & Lee, Wayne Y. & Yeager, Timothy J., 2012. "Opaque banks, price discovery, and financial instability," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 383-408.
    42. Hyun Song Shin, 2009. "Reflections on Northern Rock: The Bank Run That Heralded the Global Financial Crisis," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 101-119, Winter.
    43. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    44. Viral V. Acharya & Nada Mora, 2015. "A Crisis of Banks as Liquidity Providers," Journal of Finance, American Finance Association, vol. 70(1), pages 1-43, February.
    45. repec:fip:fedgsq:y:2007:i:june15 is not listed on IDEAS
    46. Berger, Allen N & Udell, Gregory F, 1994. "Do Risk-Based Capital Allocate Bank Credit and Cause a "Credit Crunch"' in the United States?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(3), pages 585-628, August.
    47. Anjan V. Thakor, 2014. "Bank Capital and Financial Stability: An Economic Trade-Off or a Faustian Bargain?," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 185-223, December.
    48. Ben S. Bernanke, 2007. "The financial accelerator and the credit channel," Speech 296, Board of Governors of the Federal Reserve System (U.S.).
    49. Nicola Cetorelli & Linda S. Goldberg, 2014. "Measures of global bank complexity," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 107-126.
    50. Berger, Allen N. & Black, Lamont K. & Bouwman, Christa H.S. & Dlugosz, Jennifer, 2017. "Bank loan supply responses to Federal Reserve emergency liquidity facilities," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 1-15.
    51. 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.
    52. Ferri, Giovanni & Kalmi, Panu & Kerola, Eeva, 2014. "Does bank ownership affect lending behavior? Evidence from the Euro area," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 194-209.
    53. Malcolm Baker & Jeffrey Wurgler, 2015. "Do Strict Capital Requirements Raise the Cost of Capital? Bank Regulation, Capital Structure, and the Low-Risk Anomaly," American Economic Review, American Economic Association, vol. 105(5), pages 315-320, May.
    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. Park, Cyn-Young & Shin, Kwanho, 2021. "COVID-19, nonperforming loans, and cross-border bank lending," Journal of Banking & Finance, Elsevier, vol. 133(C).
    2. Phung, Quang Thanh & Van Vu, Huong & Tran, Huy Phuoc, 2022. "Do non-performing loans impact bank efficiency?," Finance Research Letters, Elsevier, vol. 46(PB).
    3. Shouwei Li & Xin Wu, 2023. "How does climate risk affect bank loan supply? Empirical evidence from China," Economic Change and Restructuring, Springer, vol. 56(4), pages 2169-2204, August.
    4. Cao, Jin & Juelsrud, Ragnar E., 2022. "Opacity and risk-taking: Evidence from Norway," Journal of Banking & Finance, Elsevier, vol. 134(C).
    5. Carmelo Algeri & Antonio F. Forgione & Carlo Migliardo, 2022. "Do spatial dependence and market power matter in the diversification of cooperative banks?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 51(3), November.
    6. Zongyuan Li & Rose Neng Lai, 2022. "Interbank borrowing and bank liquidity risk," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(1), pages 53-91, March.
    7. Le, Huong Nguyen Quynh & Nguyen, Thai Vu Hong & Schinckus, Christophe, 2022. "The role of strategic interactions in risk-taking behavior: A study from asset growth perspective," International Review of Financial Analysis, Elsevier, vol. 82(C).
    8. Boubakri, Narjess & Mirzaei, Ali & Saad, Mohsen, 2023. "Bank lending during the COVID-19 pandemic: A comparison of Islamic and conventional banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    9. Zheng, Yi & Wu, Da, 2023. "The impact of opacity on bank valuation during the global financial crisis: A channel analysis," International Review of Financial Analysis, Elsevier, vol. 87(C).
    10. Katsafados, Apostolos G. & Leledakis, George N. & Pyrgiotakis, Emmanouil G. & Androutsopoulos, Ion & Fergadiotis, Manos, 2024. "Machine learning in bank merger prediction: A text-based approach," European Journal of Operational Research, Elsevier, vol. 312(2), pages 783-797.
    11. Dridi, Ichrak & Boughrara, Adel, 2021. "On the effect of full-fledged IT adoption on stock returns and their conditional volatility: Evidence from propensity score matching," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 179-194.

    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. Hessou, Helyoth & Lai, Van Son, 2018. "Basel III capital buffers and Canadian credit unions lending: Impact of the credit cycle and the business cycle," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 23-39.
    2. Helyoth Hessou & Van Son Lai, 2017. "Basel III Capital Buffers and Canadian Credit Unions Lending: Impact of The Credit Cycle and The Business Cycle," Working Papers 2017-009, Department of Research, Ipag Business School.
    3. Zheng, Yi & Wu, Da, 2023. "The impact of opacity on bank valuation during the global financial crisis: A channel analysis," International Review of Financial Analysis, Elsevier, vol. 87(C).
    4. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "Macroprudential Policy, Countercyclical Bank Capital Buffers, and Credit Supply: Evidence from the Spanish Dynamic Provisioning Experiments," Journal of Political Economy, University of Chicago Press, vol. 125(6), pages 2126-2177.
    5. Retselisitsoe I. Thamae & Nicholas M. Odhiambo, 2022. "The impact of bank regulation on bank lending: a review of international literature," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(4), pages 405-418, December.
    6. Malgorzata Olszak & Mateusz Pipien & Sylwia Roszkowska, 2016. "The Impact Of Capital Ratio On Lending Of Eu Banks – The Role Of Bank Specialization And Capitalization," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 11(1), pages 43-59, March.
    7. Yasmeen Akhtar & Ghulam Mujtaba Kayani & Tahir Yousaf, 2019. "The Effects of Regulatory Capital Requirements and Ownership Structure on Bank Lending in Emerging Asian Markets," JRFM, MDPI, vol. 12(3), pages 1-20, September.
    8. Thierno Barry & Alassane Diabaté & Amine Tarazi, 2020. "Unexpected deposit flows, off-balance sheet funding liquidity risk and bank loan production," Working Papers hal-02516724, HAL.
    9. Bushman, Robert M., 2014. "Thoughts on financial accounting and the banking industry," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 384-395.
    10. Simona Malovaná & Dominika Ehrenbergerová, 2022. "The effect of higher capital requirements on bank lending: the capital surplus matters," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(3), pages 793-832, August.
    11. Kim, Dohan & Sohn, Wook, 2017. "The effect of bank capital on lending: Does liquidity matter?," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 95-107.
    12. Košak, Marko & Li, Shaofang & Lončarski, Igor & Marinč, Matej, 2015. "Quality of bank capital and bank lending behavior during the global financial crisis," International Review of Financial Analysis, Elsevier, vol. 37(C), pages 168-183.
    13. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    14. Kok, Christoffer & Gross, Marco & Żochowski, Dawid, 2016. "The impact of bank capital on economic activity - evidence from a mixed-cross-section GVAR model," Working Paper Series 1888, European Central Bank.
    15. Robert M. Bushman & Christopher D. Williams, 2015. "Delayed Expected Loss Recognition and the Risk Profile of Banks," Journal of Accounting Research, Wiley Blackwell, vol. 53(3), pages 511-553, June.
    16. Adesina, Kolade Sunday, 2019. "Basel III liquidity rules: The implications for bank lending growth in Africa," Economic Systems, Elsevier, vol. 43(2), pages 1-1.
    17. Ben Naceur, S. & Marton, Katherin & Roulet, Caroline, 2018. "Basel III and bank-lending: Evidence from the United States and Europe," Journal of Financial Stability, Elsevier, vol. 39(C), pages 1-27.
    18. Olszak, Małgorzata & Roszkowska, Sylwia & Kowalska, Iwona, 2018. "Macroprudential policy instruments and procyclicality of loan-loss provisions – Cross-country evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 54(C), pages 228-257.
    19. Carlson, Mark & Shan, Hui & Warusawitharana, Missaka, 2013. "Capital ratios and bank lending: A matched bank approach," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 663-687.
    20. Christina Bui, 2018. "Bank Regulation and Financial Stability," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 5-2018.

    More about this item

    Keywords

    Banking; Opacity; Lending; Wholesale funds;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

    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:jbfina:v:119:y:2020:i:c:s0378426620301667. 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/jbf .

    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.