IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v73y2021icp420-443.html
   My bibliography  Save this article

The existence and motivations of irrational loan herding and its impact on bank performance when considering different market periods

Author

Listed:
  • Fang, Hao
  • Lu, Yang-Cheng
  • Shieh, Joseph.C.P.
  • Lee, Yen-Hsien

Abstract

This study first investigates whether Taiwanese banks exhibit irrational loan herding after rational herding factors based on industrial growth, profitability and credit rating are controlled in the model of total loan herding. Our results confirm the evidence of irrational loan herding for most types of banks except for government-owned banks (GOBs). Compared with other periods, the irrational herding behavior of small banks during the crisis and expansionary periods is significantly greater, and the irrational herding behavior of GOBs during the presidential election period is significantly greater. We then clarify the motivations behind irrational loan herding, including characteristic herding and investigative herding. Next, we detect the impact of irrational loan herding on bank performance. We find that the irrational loan herding of POBs, independent banks and small banks has more significantly negative impacts on their performance than does the irrational herding of their counterpart banks. Finally, we investigate whether irrational loan herding during specific market periods has a more significantly harmful effect on bank performance. Our results show that there is a greater negative impact of irrational loan herding by privately owned banks than by GOBs on bank performance during the crisis and expansionary periods, while the situation is the opposite during the presidential election period.

Suggested Citation

  • Fang, Hao & Lu, Yang-Cheng & Shieh, Joseph.C.P. & Lee, Yen-Hsien, 2021. "The existence and motivations of irrational loan herding and its impact on bank performance when considering different market periods," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 420-443.
  • Handle: RePEc:eee:reveco:v:73:y:2021:i:c:p:420-443
    DOI: 10.1016/j.iref.2021.01.015
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056021000150
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2021.01.015?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. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    2. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    3. Uchida, Hirofumi & Nakagawa, Ryuichi, 2007. "Herd behavior in the Japanese loan market: Evidence from bank panel data," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 555-583, October.
    4. Wu, Meng-Wen & Shen, Chung-Hua, 2013. "Corporate social responsibility in the banking industry: Motives and financial performance," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3529-3547.
    5. Hung, Weifeng & Lu, Chia-Chi & Lee, Cheng F., 2010. "Mutual fund herding its impact on stock returns: Evidence from the Taiwan stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 477-493, November.
    6. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    7. Yan-Shing Chen & Chung-Hua Shen & Chih-Yung Lin, 2014. "The Benefits of Political Connection: Evidence from Individual Bank-Loan Contracts," Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(3), pages 287-305, June.
    8. Jianping Mei & Anthony Saunders, 1997. "Have U.S. Financial Institutions' Real Estate Investments Exhibited "Trend-Chasing" Behavior?," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 248-258, May.
    9. Hao Fang & Yen‐Hsien Lee & Chung‐Hua Shen & Chien‐Ping Chung, 2019. "Motivations for Loan Herding by Chinese Banks and Its Impact on Bank Performance," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 27(4), pages 29-52, July.
    10. Richard W. Sias, 2004. "Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    11. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    12. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    13. de Haan, Jakob & Poghosyan, Tigran, 2012. "Size and earnings volatility of US bank holding companies," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3008-3016.
    14. Berger, Allen N. & Udell, Gregory F., 2004. "The institutional memory hypothesis and the procyclicality of bank lending behavior," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 458-495, October.
    15. Dinc, I. Serdar, 2005. "Politicians and banks: Political influences on government-owned banks in emerging markets," Journal of Financial Economics, Elsevier, vol. 77(2), pages 453-479, August.
    16. Trueman, Brett, 1994. "Analyst Forecasts and Herding Behavior," The Review of Financial Studies, Society for Financial Studies, vol. 7(1), pages 97-124.
    17. Xiaoqing Maggie Fu & Yongjia Rebecca Lin & Philip Molyneux, 2015. "Bank Competition and Financial Stability in Asia Pacific," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Bank Competition, Efficiency and Liquidity Creation in Asia Pacific, chapter 3, pages 49-71, Palgrave Macmillan.
    18. 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.
    19. Jin, Justin Yiqiang & Kanagaretnam, Kiridaran & Lobo, Gerald J. & Mathieu, Robert, 2013. "Impact of FDICIA internal controls on bank risk taking," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 614-624.
    20. Mercieca, Steve & Schaeck, Klaus & Wolfe, Simon, 2007. "Small European banks: Benefits from diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1975-1998, July.
    21. Jain, Arvind K & Gupta, Satyadev, 1987. "Some Evidence on 'Herding' Behavior of U.S. Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 19(1), pages 78-89, February.
    22. Peek, Joe & Rosengren, Eric, 1995. "Bank regulation and the credit crunch," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 679-692, June.
    23. Hirshleifer, David & Subrahmanyam, Avanidhar & Titman, Sheridan, 1994. "Security Analysis and Trading Patterns When Some Investors Receive Information before Others," Journal of Finance, American Finance Association, vol. 49(5), pages 1665-1698, December.
    24. Froot, Kenneth A & Scharftstein, David S & Stein, Jeremy C, 1992. "Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation," Journal of Finance, American Finance Association, vol. 47(4), pages 1461-1484, September.
    25. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    26. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    27. Claessens, Stijn & Feijen, Erik & Laeven, Luc, 2008. "Political connections and preferential access to finance: The role of campaign contributions," Journal of Financial Economics, Elsevier, vol. 88(3), pages 554-580, June.
    28. Martin Čihák & Heiko Hesse, 2010. "Islamic Banks and Financial Stability: An Empirical Analysis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 38(2), pages 95-113, December.
    29. De Haan, Jakob & Poghosyan, Tigran, 2012. "Bank size, market concentration, and bank earnings volatility in the US," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(1), pages 35-54.
    30. Del Guercio, Diane, 1996. "The distorting effect of the prudent-man laws on institutional equity investments," Journal of Financial Economics, Elsevier, vol. 40(1), pages 31-62, January.
    31. Ryuichi Nakagawa & Hirofumi Uchida, 2011. "Herd Behaviour by Japanese Banks after Financial Deregulation," Economica, London School of Economics and Political Science, vol. 78(312), pages 618-636, October.
    32. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    33. Chen, Pei-Fen & Liu, Ping-Chin, 2013. "Bank ownership, performance, and the politics: Evidence from Taiwan," Economic Modelling, Elsevier, vol. 31(C), pages 578-585.
    34. James A. Bennett, 2003. "Greener Pastures and the Impact of Dynamic Institutional Preferences," The Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1203-1238.
    35. Bikker, Jacob A. & Haaf, Katharina, 2002. "Competition, concentration and their relationship: An empirical analysis of the banking industry," Journal of Banking & Finance, Elsevier, vol. 26(11), pages 2191-2214, November.
    36. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    37. Chung-Hua Shen & Haumin Chu & Yu-Chun Wang, 2012. "Who Furls the Umbrella on Rainy Days? The Role of Bank Ownership Type and Bank Size in SME Lending," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(0), pages 184-199, July.
    38. Rotheli, Tobias F., 2001. "Competition, herd behavior, and credit cycles: evidence from major Swiss Banks," Journal of Economics and Business, Elsevier, vol. 53(6), pages 585-592.
    39. Vuong Thao Tran & Hoa Nguyen & Chien Ting Lin, 2017. "Herding behaviour in the Australian loan market and its impact on bank loan quality," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(4), pages 1149-1176, December.
    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. Ruiwen Zhang & Shujun Wang, 2023. "Economic Policy Uncertainty and Bank Stability: An Analysis Based on the Intermediary Effects of Opacity," Sustainability, MDPI, vol. 15(5), pages 1-17, February.

    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. Cai, Fang & Han, Song & Li, Dan & Li, Yi, 2019. "Institutional herding and its price impact: Evidence from the corporate bond market," Journal of Financial Economics, Elsevier, vol. 131(1), pages 139-167.
    2. Puput Tri Komalasari & Marwan Asri & Bernardinus M. Purwanto & Bowo Setiyono, 2022. "Herding behaviour in the capital market: What do we know and what is next?," Management Review Quarterly, Springer, vol. 72(3), pages 745-787, September.
    3. Guney, Yilmaz & Kallinterakis, Vasileios & Komba, Gabriel, 2017. "Herding in frontier markets: Evidence from African stock exchanges," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 47(C), pages 152-175.
    4. Hao Fang & Yang-Cheng Lu & Hwey-Yun Yau, 2014. "The Effects of Stock Characteristics on the Direction and Extent of Herding by Foreign Institutional Investors in the Taiwan Stock Exchange," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S2), pages 60-74.
    5. I. Koetsier & J.A. Bikker, 2017. "Herding behaviour of Dutch pension funds in sovereign bond investments," Working Papers 17-15, Utrecht School of Economics.
    6. Hirshleifer, David & Teoh, Siew Hong, 2008. "Thought and Behavior Contagion in Capital Markets," MPRA Paper 9164, University Library of Munich, Germany.
    7. Andrikopoulos, Panagiotis & Gebka, Bartosz & Kallinterakis, Vasileios, 2021. "Regulatory mood-congruence and herding: Evidence from cannabis stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 842-864.
    8. Jiao, Yawen & Ye, Pengfei, 2014. "Mutual fund herding in response to hedge fund herding and the impacts on stock prices," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 131-148.
    9. Choi, Nicole & Skiba, Hilla, 2015. "Institutional herding in international markets," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 246-259.
    10. Xue, Wenjun & He, Zhongzhi & Hu, Yu, 2023. "The destabilizing effect of mutual fund herding: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    11. Deng, Xin & Hung, Shengmin & Qiao, Zheng, 2018. "Mutual fund herding and stock price crashes," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 166-184.
    12. Nerissa C. Brown & Kelsey D. Wei & Russ Wermers, 2014. "Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices," Management Science, INFORMS, vol. 60(1), pages 1-20, January.
    13. Economou, Fotini & Gavriilidis, Konstantinos & Kallinterakis, Vasileios & Yordanov, Nikolay, 2015. "Do fund managers herd in frontier markets — and why?," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 76-87.
    14. I. Koetsier & J.A. Bikker, 2018. "Herding behavior of Dutch pension funds in asset class investments," Working Papers 18-04, Utrecht School of Economics.
    15. Marius Popescu & Zhaojin Xu, 2018. "Mutual fund herding and reputational concerns," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 42(3), pages 550-565, July.
    16. Lillyn L. Teh & Werner F. M. de Bondt, 1997. "Herding Behavior and Stock Returns: An Exploratory Investigation," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 133(II), pages 293-324, June.
    17. Chen, An-Sing & Hong, Bi-Shia, 2006. "Institutional ownership changes and returns around analysts' earnings forecast release events: Evidence from Taiwan," Journal of Banking & Finance, Elsevier, vol. 30(9), pages 2471-2488, September.
    18. Liao, Tsai-Ling & Huang, Chih-Jen & Wu, Chieh-Yuan, 2011. "Do fund managers herd to counter investor sentiment?," Journal of Business Research, Elsevier, vol. 64(2), pages 207-212, February.
    19. Hao Fang & Yang-Cheng Lu & Hwey-Yun Yau, 2014. "The Effects of Stock Characteristics on the Direction and Extent of Herding by Foreign Institutional Investors in the Taiwan Stock Exchange," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(2S), pages 60-74, March.
    20. Hung, Weifeng & Lu, Chia-Chi & Lee, Cheng F., 2010. "Mutual fund herding its impact on stock returns: Evidence from the Taiwan stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 477-493, November.

    More about this item

    Keywords

    Loan herding; Irrational herding; Bank; Performance impact; Financial crisis;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G4 - Financial Economics - - Behavioral Finance

    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:reveco:v:73:y:2021:i:c:p:420-443. 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/620165 .

    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.