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Does boardroom gender diversity decrease credit risk in the financial sector? Worldwide evidence

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  • Kinateder, Harald
  • Choudhury, Tonmoy
  • Zaman, Rashid
  • Scagnelli, Simone D.
  • Sohel, Nurul

Abstract

Recent regulatory changes to promote boardroom gender diversity (BGD) around the globe have prompted academic debates about the risk and return preferences of gender quotas. However, most BGD literature has implications for the non-financial sector. We argue that peculiarities associated with the financial sector, such as complex regulations, economic sensitivity, and the quest for better risk management, merit more academic attention from gender diversity studies. This paper fills this literature gap by evaluating how BGD affects credit risk in the financial sector. For this purpose, we analyse a comprehensive sample of listed banks across 20 countries from 2006 to 2017. We find that a one standard deviation increase in BGD increases the distance to default, distance to insolvency and distance to capital by 39.80%, 50.97% and 38.61%, respectively. The role of the critical mass theory in boardroom diversity and bank-specific credit risk nexus is further tested. Our results show that three or more women on board (WOB) significantly reduce bank-specific credit risks. These findings remain robust to alternative methods that alleviate endogeneity concerns. The findings have important implications for practitioners, regulators and academics in the financial sector.

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  • Kinateder, Harald & Choudhury, Tonmoy & Zaman, Rashid & Scagnelli, Simone D. & Sohel, Nurul, 2021. "Does boardroom gender diversity decrease credit risk in the financial sector? Worldwide evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 73(C).
  • Handle: RePEc:eee:intfin:v:73:y:2021:i:c:s1042443121000664
    DOI: 10.1016/j.intfin.2021.101347
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    as
    1. 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.
    2. Dungey, Mardi & Kangogo, Moses & Volkov, Vladimir, 2019. "Changing Vulnerability in Asia: Contagion and Systemic Risk," ADB Economics Working Paper Series 583, Asian Development Bank.
    3. Nadeem, Muhammad & Suleman, Tahir & Ahmed, Ammad, 2019. "Women on boards, firm risk and the profitability nexus: Does gender diversity moderate the risk and return relationship?," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 427-442.
    4. Gulamhussen, Mohamed Azzim & Santa, Sílvia Fonte, 2015. "Female directors in bank boardrooms and their influence on performance and risk-taking," Global Finance Journal, Elsevier, vol. 28(C), pages 10-23.
    5. Emmanouil N. Karimalis & Nikos K. Nomikos, 2018. "Measuring systemic risk in the European banking sector: a copula CoVaR approach," The European Journal of Finance, Taylor & Francis Journals, vol. 24(11), pages 944-975, July.
    6. Aymen Mselmi, 2020. "Corporate governance, policy stability and systemic risk of financial institutions: a comparative analysis of the common law and civil law system," International Journal of Management and Enterprise Development, Inderscience Enterprises Ltd, vol. 19(3), pages 236-256.
    7. Larcker, David F. & Rusticus, Tjomme O., 2010. "On the use of instrumental variables in accounting research," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 186-205, April.
    8. Markus Brunnermeier & Simon Rother & Isabel Schnabel & Itay Goldstein, 2020. "Asset Price Bubbles and Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 33(9), pages 4272-4317.
    9. Harada, Kimie & Ito, Takatoshi & Takahashi, Shuhei, 2013. "Is the Distance to Default a good measure in predicting bank failures? A case study of Japanese major banks," Japan and the World Economy, Elsevier, vol. 27(C), pages 70-82.
    10. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    11. Owen, Ann L. & Temesvary, Judit, 2018. "The performance effects of gender diversity on bank boards," Journal of Banking & Finance, Elsevier, vol. 90(C), pages 50-63.
    12. Eckel, Catherine C. & Grossman, Philip J., 2008. "Differences in the Economic Decisions of Men and Women: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 57, pages 509-519, Elsevier.
    13. Vallascas, Francesco & Mollah, Sabur & Keasey, Kevin, 2017. "Does the impact of board independence on large bank risks change after the global financial crisis?," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 149-166.
    14. Renée B. Adams & Patricia Funk, 2012. "Beyond the Glass Ceiling: Does Gender Matter?," Management Science, INFORMS, vol. 58(2), pages 219-235, February.
    15. María‐Florencia Amorelli & Isabel‐María García‐Sánchez, 2020. "Critical mass of female directors, human capital, and stakeholder engagement by corporate social reporting," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(1), pages 204-221, January.
    16. 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.
    17. Jianakoplos, Nancy Ammon & Bernasek, Alexandra, 1998. "Are Women More Risk Averse?," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 620-630, October.
    18. Nadia Loukil & Ouidad Yousfi, 2016. "Does gender diversity on corporate boards increase risk-taking?," Post-Print hal-02015753, HAL.
    19. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    20. Donaldson, Jason Roderick & Micheler, Eva, 2018. "Resaleable debt and systemic risk," Journal of Financial Economics, Elsevier, vol. 127(3), pages 485-504.
    21. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    22. Ahnert, Toni & Georg, Co-Pierre, 2018. "Information contagion and systemic risk," Journal of Financial Stability, Elsevier, vol. 35(C), pages 159-171.
    23. Olson, Dennis & Zoubi, Taisier, 2017. "Convergence in bank performance for commercial and Islamic banks during and after the Global Financial Crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 71-87.
    24. Krista B. Lewellyn & Maureen I. Muller-Kahle, 2020. "The Corporate Board Glass Ceiling: The Role of Empowerment and Culture in Shaping Board Gender Diversity," Journal of Business Ethics, Springer, vol. 165(2), pages 329-346, August.
    25. 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.
    26. Harada, Kimie & Ito, Takatoshi, 2011. "Did mergers help Japanese mega-banks avoid failure? Analysis of the distance to default of banks," Journal of the Japanese and International Economies, Elsevier, vol. 25(1), pages 1-22, March.
    27. Berger, Allen N. & Roman, Raluca A. & Sedunov, John, 2020. "Did TARP reduce or increase systemic risk? The effects of government aid on financial system stability," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    28. Milne, Alistair, 2014. "Distance to default and the financial crisis," Journal of Financial Stability, Elsevier, vol. 12(C), pages 26-36.
    29. Jebran, Khalil & Chen, Shihua & Zhang, Ruibin, 2020. "Board diversity and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 51(C).
    30. Atkeson, Andrew G. & Eisfeldt, Andrea L. & Weill, Pierre-Olivier, 2017. "Measuring the financial soundness of U.S. firms, 1926–2012," Research in Economics, Elsevier, vol. 71(3), pages 613-635.
    31. Jasmin Joecks & Kerstin Pull & Karin Vetter, 2013. "Gender Diversity in the Boardroom and Firm Performance: What Exactly Constitutes a “Critical Mass?”," Journal of Business Ethics, Springer, vol. 118(1), pages 61-72, November.
    32. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    33. Vazquez, Francisco & Federico, Pablo, 2015. "Bank funding structures and risk: Evidence from the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 1-14.
    34. Löffler, Gunter & Raupach, Peter, 2018. "Pitfalls in the Use of Systemic Risk Measures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(1), pages 269-298, February.
    35. Guseon Ji & Daniel Sungyeon Kim & Kwangwon Ahn, 2019. "Financial Structure and Systemic Risk of Banks: Evidence from Chinese Reform," Sustainability, MDPI, vol. 11(13), pages 1-22, July.
    36. Bai, Lan & Zhang, Xuhui & Liu, Yuntong & Wang, Qian, 2019. "Economic risk contagion among major economies: New evidence from EPU spillover analysis in time and frequency domains," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    37. Mariateresa Torchia & Andrea Calabrò & Morten Huse, 2011. "Women Directors on Corporate Boards: From Tokenism to Critical Mass," Journal of Business Ethics, Springer, vol. 102(2), pages 299-317, August.
    38. Adams, Renée B. & Ferreira, Daniel, 2009. "Women in the boardroom and their impact on governance and performance," Journal of Financial Economics, Elsevier, vol. 94(2), pages 291-309, November.
    39. Donaldson, Jason Roderick & Micheler, Eva, 2018. "Resaleable debt and systemic risk," LSE Research Online Documents on Economics 68068, London School of Economics and Political Science, LSE Library.
    40. Cai, Jian & Eidam, Frederik & Saunders, Anthony & Steffen, Sascha, 2018. "Syndication, interconnectedness, and systemic risk," Journal of Financial Stability, Elsevier, vol. 34(C), pages 105-120.
    41. Li, Tongxia & Munir, Qaiser & Abd Karim, Mohd Rahimie, 2017. "Nonlinear relationship between CEO power and capital structure: Evidence from China's listed SMEs," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 1-21.
    42. Akhter, Selim & Daly, Kevin, 2017. "Contagion risk for Australian banks from global systemically important banks: Evidence from extreme events," Economic Modelling, Elsevier, vol. 63(C), pages 191-205.
    43. Saldías, Martín, 2013. "Systemic risk analysis using forward-looking Distance-to-Default series," Journal of Financial Stability, Elsevier, vol. 9(4), pages 498-517.
    44. Maarten van Oordt & Chen Zhou, 2019. "Systemic risk and bank business models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(3), pages 365-384, April.
    45. Catherine M. Daily & Dan R. Dalton, 1993. "Board of Directors Leadership and Structure: Control and Performance Implications," Entrepreneurship Theory and Practice, , vol. 17(3), pages 65-81, April.
    46. Wojewodzki, Michal & Boateng, Agyenim & Brahma, Sanjukta, 2020. "Credit rating, banks' capital structure and speed of adjustment: A cross-country analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 69(C).
    47. Amir Ahmad Dar & Shahid Qadir, 2019. "Distance to default and probability of default: an experimental study," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 9(1), pages 1-12, December.
    48. Sikochi, Anywhere, 2020. "Corporate legal structure and bank loan spread," Journal of Corporate Finance, Elsevier, vol. 64(C).
    49. Bostandzic, Denefa & Weiß, Gregor N.F., 2018. "Why do some banks contribute more to global systemic risk?," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 17-40.
    50. Farag, Hisham & Mallin, Chris, 2017. "Board diversity and financial fragility: Evidence from European banks," International Review of Financial Analysis, Elsevier, vol. 49(C), pages 98-112.
    51. Gozgor, Giray & Demir, Ender & Belas, Jaroslav & Yesilyurt, Serkan, 2019. "Does economic uncertainty affect domestic credits? an empirical investigation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    52. Daly, Kevin & Batten, Jonathan A. & Mishra, Anil V. & Choudhury, Tonmoy, 2019. "Contagion risk in global banking sector," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    53. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    54. Freixas, Xavier & Laeven, Luc & Peydró, José-Luis, 2015. "Systemic Risk, Crises, and Macroprudential Regulation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262028697, April.
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    More about this item

    Keywords

    Boardroom gender diversity; Critical mass theory; Distance to default; Distance to insolvency; Distance to capital; Tokenism; Women on board;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility

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