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Board composition, monitoring and credit risk: evidence from the UK banking industry

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  • Jia Lu

    (Liverpool Hope University)

  • Agyenim Boateng

    (Glasgow Caledonian University)

Abstract

This paper examines the effects of board composition and monitoring on the credit risk in the UK banking sector. The study finds CEO duality, pay and board independence to have a positive and significant effect on credit risk of the UK banks. However, board size and women on board have a negative and significant influence on credit risk. Further analysis using sub-samples divided into pre-financial crisis, during the financial crisis and post crisis reinforce the robustness of our findings. Overall, the paper sheds light on the effectiveness of the within-firm monitoring arrangement, particularly, the effects of CEO power and board independence on credit risk decisions thereby contributing to the agency theory.

Suggested Citation

  • Jia Lu & Agyenim Boateng, 2018. "Board composition, monitoring and credit risk: evidence from the UK banking industry," Review of Quantitative Finance and Accounting, Springer, vol. 51(4), pages 1107-1128, November.
    • Handle: RePEc:kap:rqfnac:v:51:y:2018:i:4:d:10.1007_s11156-017-0698-x
    DOI: 10.1007/s11156-017-0698-x
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    as
    1. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    2. Thorsten Beck & Patrick Behr & Andre Guettler, 2013. "Gender and Banking: Are Women Better Loan Officers?," Review of Finance, European Finance Association, vol. 17(4), pages 1279-1321.
    3. Patrick Bolton & Mathias Dewatripont, 2005. "Contract Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262025760, December.
    4. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    5. Chunxin Jia & Shujun Ding & Yuanshun Li & Zhenyu Wu, 2009. "Fraud, Enforcement Action, and the Role of Corporate Governance: Evidence from China," Journal of Business Ethics, Springer, vol. 90(4), pages 561-576, December.
    6. Renee B. Adams & Benjamin E. Hermalin & Michael S. Weisbach, 2010. "The Role of Boards of Directors in Corporate Governance: A Conceptual Framework and Survey," Journal of Economic Literature, American Economic Association, vol. 48(1), pages 58-107, March.
    7. Nakano, Makoto & Nguyen, Pascal, 2012. "Board size and corporate risk-taking: Further evidence from Japan," MPRA Paper 38990, University Library of Munich, Germany.
    8. Iftekhar Hasan & Heiko Schmiedel & Liang Song, 2012. "Returns to Retail Banking and Payments," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(3), pages 163-195, June.
    9. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    10. Kin Lee & Baruch Lev & Gillian Yeo, 2008. "Executive pay dispersion, corporate governance, and firm performance," Review of Quantitative Finance and Accounting, Springer, vol. 30(3), pages 315-338, April.
    11. Andres, Pablo de & Vallelado, Eleuterio, 2008. "Corporate governance in banking: The role of the board of directors," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2570-2580, December.
    12. Shams Pathan & Michael Skully & J. Wickramanayake, 2007. "Board Size, Independence and Performance: An Analysis of Thai Banks," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 14(3), pages 211-227, September.
    13. Minton, Bernadette A. & Taillard, Jérôme P. & Williamson, Rohan, 2014. "Financial Expertise of the Board, Risk Taking, and Performance: Evidence from Bank Holding Companies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 351-380, April.
    14. Bai, Gang & Elyasiani, Elyas, 2013. "Bank stability and managerial compensation," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 799-813.
    15. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    16. Rich Fortin & Gerson M. Goldberg & Greg Roth, 2010. "Bank Risk Taking at the Onset of the Current Banking Crisis," The Financial Review, Eastern Finance Association, vol. 45(4), pages 891-913, November.
    17. Fahlenbrach, Rüdiger & Stulz, René M., 2011. "Bank CEO incentives and the credit crisis," Journal of Financial Economics, Elsevier, vol. 99(1), pages 11-26, January.
    18. Bengt Holmstrom, 1982. "Moral Hazard in Teams," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 324-340, Autumn.
    19. Philip Stiles & Bernard Taylor, 1993. "Maxwell – The Failure of Corporate Governance," Corporate Governance: An International Review, Wiley Blackwell, vol. 1(1), pages 34-45, January.
    20. Chen, Carl R. & Steiner, Thomas L. & Whyte, Ann Marie, 2006. "Does stock option-based executive compensation induce risk-taking? An analysis of the banking industry," Journal of Banking & Finance, Elsevier, vol. 30(3), pages 915-945, March.
    21. Franklin Allen, 2005. "Corporate Governance in Emerging Economies," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 21(2), pages 164-177, Summer.
    22. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    23. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    24. Chia-Jane Wang, 2012. "Board size and firm risk-taking," Review of Quantitative Finance and Accounting, Springer, vol. 38(4), pages 519-542, May.
    25. Pathan, Shams, 2009. "Strong boards, CEO power and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1340-1350, July.
    26. Shehzad, Choudhry Tanveer & de Haan, Jakob & Scholtens, Bert, 2010. "The impact of bank ownership concentration on impaired loans and capital adequacy," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 399-408, February.
    27. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    28. Dong, Yizhe & Girardone, Claudia & Kuo, Jing-Ming, 2017. "Governance, efficiency and risk taking in Chinese banking," The British Accounting Review, Elsevier, vol. 49(2), pages 211-229.
    29. Silva, Thiago Christiano & Guerra, Solange Maria & Tabak, Benjamin Miranda & de Castro Miranda, Rodrigo Cesar, 2016. "Financial networks, bank efficiency and risk-taking," Journal of Financial Stability, Elsevier, vol. 25(C), pages 247-257.
    30. Linck, James S. & Netter, Jeffry M. & Yang, Tina, 2008. "The determinants of board structure," Journal of Financial Economics, Elsevier, vol. 87(2), pages 308-328, February.
    31. Liang, Qi & Xu, Pisun & Jiraporn, Pornsit, 2013. "Board characteristics and Chinese bank performance," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2953-2968.
    32. DeYoung, Robert & Torna, Gökhan, 2013. "Nontraditional banking activities and bank failures during the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 397-421.
    33. Saghi-Zedek, Nadia & Tarazi, Amine, 2015. "Excess control rights, financial crisis and bank profitability and risk," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 361-379.
    34. Renée B. Adams & Daniel Ferreira, 2007. "A Theory of Friendly Boards," Journal of Finance, American Finance Association, vol. 62(1), pages 217-250, February.
    35. Berger, Allen N. & Kick, Thomas & Schaeck, Klaus, 2014. "Executive board composition and bank risk taking," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 48-65.
    36. Jianakoplos, Nancy Ammon & Bernasek, Alexandra, 1998. "Are Women More Risk Averse?," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 620-630, October.
    37. Upadhyay, Arun & Zeng, Hongchao, 2014. "Gender and ethnic diversity on boards and corporate information environment," Journal of Business Research, Elsevier, vol. 67(11), pages 2456-2463.
    38. Khan, Walayet A. & Vieito, João Paulo, 2013. "Ceo gender and firm performance," Journal of Economics and Business, Elsevier, vol. 67(C), pages 55-66.
    39. Gormley, Todd A. & Matsa, David A. & Milbourn, Todd, 2013. "CEO compensation and corporate risk: Evidence from a natural experiment," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 79-101.
    40. Byrd, John W. & Hickman, Kent A., 1992. "Do outside directors monitor managers? *1: Evidence from tender offer bids," Journal of Financial Economics, Elsevier, vol. 32(2), pages 195-221, October.
    41. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    42. Dermine, Jean, 2015. "Basel III leverage ratio requirement and the probability of bank runs," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 266-277.
    43. Hermalin, Benjamin E & Weisbach, Michael S, 1998. "Endogenously Chosen Boards of Directors and Their Monitoring of the CEO," American Economic Review, American Economic Association, vol. 88(1), pages 96-118, March.
    44. Wang, Tawei & Hsu, Carol, 2013. "Board composition and operational risk events of financial institutions," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 2042-2051.
    45. Raheja, Charu G., 2005. "Determinants of Board Size and Composition: A Theory of Corporate Boards," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(2), pages 283-306, June.
    46. Benjamin E. Hermalin & Michael S. Weisbach, 2003. "Boards of directors as an endogenously determined institution: a survey of the economic literature," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 7-26.
    47. Dietrich, Andreas & Wanzenried, Gabrielle, 2011. "Determinants of bank profitability before and during the crisis: Evidence from Switzerland," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 307-327, July.
    48. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    49. Elyasiani, Elyas & Zhang, Ling, 2015. "CEO entrenchment and corporate liquidity management," Journal of Banking & Finance, Elsevier, vol. 54(C), pages 115-128.
    50. Renée B. Adams & Heitor Almeida & Daniel Ferreira, 2005. "Powerful CEOs and Their Impact on Corporate Performance," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1403-1432.
    51. Bhagat, Sanjai & Bolton, Brian & Lu, Jun, 2015. "Size, leverage, and risk-taking of financial institutions," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 520-537.
    52. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    53. Vandegrift, Donald & Brown, Paul, 2005. "Gender differences in the use of high-variance strategies in tournament competition," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 34(6), pages 834-849, December.
    54. Leung, Sidney & Richardson, Grant & Jaggi, Bikki, 2014. "Corporate board and board committee independence, firm performance, and family ownership concentration: An analysis based on Hong Kong firms," Journal of Contemporary Accounting and Economics, Elsevier, vol. 10(1), pages 16-31.
    55. Wenxuan Hou & Geoff Moore, 2010. "Player and Referee Roles Held Jointly: The Effect of State Ownership on China’s Regulatory Enforcement Against Fraud," Journal of Business Ethics, Springer, vol. 95(2), pages 317-335, September.
    56. Sila, Vathunyoo & Gonzalez, Angelica & Hagendorff, Jens, 2016. "Women on board: Does boardroom gender diversity affect firm risk?," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 26-53.
    57. Hagendorff, Jens & Vallascas, Francesco, 2011. "CEO pay incentives and risk-taking: Evidence from bank acquisitions," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 1078-1095, September.
    58. Huang, Jiekun & Kisgen, Darren J., 2013. "Gender and corporate finance: Are male executives overconfident relative to female executives?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 822-839.
    59. Demsetz, Rebecca S & Strahan, Philip E, 1997. "Diversification, Size, and Risk at Bank Holding Companies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 300-313, August.
    60. Tan, Yong, 2016. "The impacts of risk and competition on bank profitability in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 85-110.
    61. Faulkender, Michael & Yang, Jun, 2010. "Inside the black box: The role and composition of compensation peer groups," Journal of Financial Economics, Elsevier, vol. 96(2), pages 257-270, May.
    62. Grant Kirkpatrick, 2009. "The corporate governance lessons from the financial crisis," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2009(1), pages 61-87.
    63. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
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    4. Yuliana Loginova & Maria Semenova, 2024. "Board Gender Diversity And Bank Performance During Covid-19: Did Women Save The Day?," HSE Working papers WP BRP 94/FE/2024, National Research University Higher School of Economics.
    5. Saleh F. A. Khatib & Dewi Fariha Abdullah & Ahmed A. Elamer & Raed Abueid, 2021. "Nudging toward diversity in the boardroom: A systematic literature review of board diversity of financial institutions," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 985-1002, February.
    6. Abinzano, Isabel & Martinez, Beatriz & Poletti-Hughes, Jannine, 2023. "Women in power with power: The influence of meaningful board representation on default risk," International Review of Financial Analysis, Elsevier, vol. 89(C).
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    8. Davydov, Denis & Garanina, Tatiana & Weill, Laurent, 2022. "Managing bank liquidity hoarding during uncertain times : The role of board gender diversity," BOFIT Discussion Papers 11/2022, Bank of Finland, Institute for Economies in Transition.
    9. Davydov, Denis & Garanina, Tatiana & Weill, Laurent, 2022. "Managing bank liquidity hoarding during uncertain times: The role of board gender diversity," BOFIT Discussion Papers 11/2022, Bank of Finland Institute for Emerging Economies (BOFIT).
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    More about this item

    Keywords

    Corporate governance; Board composition; Monitoring; Credit risk; Banks;
    All these keywords.

    JEL classification:

    • G3 - Financial Economics - - Corporate Finance and Governance
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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