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Female directors, capital structure, and financial distress

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  • García, C. José
  • Herrero, Begoña

Abstract

The composition of the board of directors is highly relevant to a firm’s capital structure and likelihood of financial distress. This study builds on the complementary proposals of agency theory and gender theories based on gender-differential behavior. We examine whether the gender diversity of the board affects firms’ capital structure (leverage, cost of debt, and debt maturity) and likelihood of bankruptcy. For a sample of European firms over the period 2002 to 2019, we find that the percentage of women directors is the most influential board characteristic in terms of capital structure decisions. This characteristic is negatively related to leverage, cost of debt, and debt maturity. We also find that having a small and independent board with a high ratio of women directors reduces the likelihood of financial distress. However, CEO duality does not have a significant impact on the likelihood of financial distress or capital structure decisions.

Suggested Citation

  • García, C. José & Herrero, Begoña, 2021. "Female directors, capital structure, and financial distress," Journal of Business Research, Elsevier, vol. 136(C), pages 592-601.
  • Handle: RePEc:eee:jbrese:v:136:y:2021:i:c:p:592-601
    DOI: 10.1016/j.jbusres.2021.07.061
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    as
    1. Anderson, Ronald C. & Mansi, Sattar A. & Reeb, David M., 2004. "Board characteristics, accounting report integrity, and the cost of debt," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 315-342, September.
    2. Guedes, Jose & Opler, Tim, 1996. "The Determinants of the Maturity of Corporate Debt Issues," Journal of Finance, American Finance Association, vol. 51(5), pages 1809-1833, December.
    3. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    4. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    5. 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.
    6. Mohd Hassan Che Haat & Rashidah Abdul Rahman & Sakthi Mahenthiran, 2008. "Corporate governance, transparency and performance of Malaysian companies," Managerial Auditing Journal, Emerald Group Publishing, vol. 23(8), pages 744-778, September.
    7. 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.
    8. Adusei, Michael & Obeng, Emmanuella Yaa Takyiwah, 2019. "Board gender diversity and the capital structure of microfinance institutions: A global analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 258-269.
    9. Yiwei Li & Xiu‐Ye Zhang, 2019. "Impact of board gender composition on corporate debt maturity structures," European Financial Management, European Financial Management Association, vol. 25(5), pages 1286-1320, November.
    10. Chinmoy Ghosh & Erasmo Giambona & John Harding & C. Sirmans, 2011. "How Entrenchment, Incentives and Governance Influence REIT Capital Structure," The Journal of Real Estate Finance and Economics, Springer, vol. 43(1), pages 39-72, July.
    11. Sangeeta Mittal & Lavina, 2018. "Females’ Representation in the Boardroom and Their Impact on Financial Distress: An Evidence from Family Businesses in India," Indian Journal of Corporate Governance, , vol. 11(1), pages 35-44, June.
    12. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    13. Alin Marius Andries & Daniela Balutel & Iulian Ihnatov & Silviu Gabriel Ursu, 2020. "The nexus between corporate governance, risk taking, and growth," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-24, February.
    14. Liang, Deron & Tsai, Chih-Fong & Lu, Hung-Yuan (Richard) & Chang, Li-Shin, 2020. "Combining corporate governance indicators with stacking ensembles for financial distress prediction," Journal of Business Research, Elsevier, vol. 120(C), pages 137-146.
    15. Maurizio Rocca & Neha Neha & Tiziana Rocca, 2020. "Female management, overconfidence and debt maturity: European evidence," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 24(3), pages 713-747, September.
    16. Ian Gregory‐Smith & Brian G.M. Main & Charles A. O'Reilly III, 2014. "Appointments, Pay and Performance in UK Boardrooms by Gender," Economic Journal, Royal Economic Society, vol. 124(574), pages 109-128, February.
    17. 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.
    18. Levi, Maurice & Li, Kai & Zhang, Feng, 2014. "Director gender and mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 185-200.
    19. Sheila Ellwood & Javier Garcia-Lacalle, 2015. "The Influence of Presence and Position of Women on the Boards of Directors: The Case of NHS Foundation Trusts," Journal of Business Ethics, Springer, vol. 130(1), pages 69-84, August.
    20. Khandelwal, Chandni & Kumar, Satish & Madhavan, Vinodh & Pandey, Nitesh, 2020. "Do board characteristics impact corporate risk disclosures? The Indian experience," Journal of Business Research, Elsevier, vol. 121(C), pages 103-111.
    21. Yu Wen & Kami Rwegasira & Jan Bilderbeek, 2002. "Corporate Governance and Capital Structure Decisions of the Chinese Listed Firms," Corporate Governance: An International Review, Wiley Blackwell, vol. 10(2), pages 75-83, April.
    22. Ertugrul, Mine & Hegde, Shantaram, 2008. "Board compensation practices and agency costs of debt," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 512-531, December.
    23. Berger, Philip G & Ofek, Eli & Yermack, David L, 1997. "Managerial Entrenchment and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 52(4), pages 1411-1438, September.
    24. Detthamrong, Umawadee & Chancharat, Nongnit & Vithessonthi, Chaiporn, 2017. "Corporate governance, capital structure and firm performance: Evidence from Thailand," Research in International Business and Finance, Elsevier, vol. 42(C), pages 689-709.
    25. Alves, Paulo & Couto, Eduardo Barbosa & Francisco, Paulo Morais, 2015. "Board of directors’ composition and capital structure," Research in International Business and Finance, Elsevier, vol. 35(C), pages 1-32.
    26. 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.
    27. Larelle Chapple & Jacquelyn Humphrey, 2014. "Does Board Gender Diversity Have a Financial Impact? Evidence Using Stock Portfolio Performance," Journal of Business Ethics, Springer, vol. 122(4), pages 709-723, July.
    28. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    29. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    30. Charbel Salloum & Nehme Azoury & César El Khoury, 2013. "Board of directors’ effects on financial distress evidence of family owned businesses in Lebanon," Post-Print hal-01376599, HAL.
    31. La Rosa, Fabio & Liberatore, Giovanni & Mazzi, Francesco & Terzani, Simone, 2018. "The impact of corporate social performance on the cost of debt and access to debt financing for listed European non-financial firms," European Management Journal, Elsevier, vol. 36(4), pages 519-529.
    32. Tenkir Seifu Legesse & Haifeng Guo, 2020. "Does firm efficiency matter for debt financing decisions? Evidence from the biggest manufacturing countries," Journal of Applied Economics, Taylor & Francis Journals, vol. 23(1), pages 106-128, January.
    33. Miller, Merton H, 1977. "Debt and Taxes," Journal of Finance, American Finance Association, vol. 32(2), pages 261-275, May.
    34. Paige Fields, L. & Fraser, Donald R. & Subrahmanyam, Avanidhar, 2012. "Board quality and the cost of debt capital: The case of bank loans," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1536-1547.
    35. Luca Flabbi & Mario Macis & Andrea Moro & Fabiano Schivardi, 2019. "Do Female Executives Make a Difference? The Impact of Female Leadership on Gender Gaps and Firm Performance," The Economic Journal, Royal Economic Society, vol. 129(622), pages 2390-2423.
    36. Manzaneque, Montserrat & Priego, Alba María & Merino, Elena, 2016. "Corporate governance effect on financial distress likelihood: Evidence from Spain," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 19(1), pages 111-121.
    37. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    38. Miglani, Seema & Ahmed, Kamran & Henry, Darren, 2015. "Voluntary corporate governance structure and financial distress: Evidence from Australia," Journal of Contemporary Accounting and Economics, Elsevier, vol. 11(1), pages 18-30.
    39. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    40. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    41. Onur Kemal Tosun & Lemma W. Senbet, 2020. "Does internal board monitoring affect debt maturity?," Review of Quantitative Finance and Accounting, Springer, vol. 54(1), pages 205-245, January.
    42. Harris, Oneil & Karl, J. Bradley & Lawrence, Ericka, 2019. "CEO compensation and earnings management: Does gender really matters?," Journal of Business Research, Elsevier, vol. 98(C), pages 1-14.
    43. Eliezer Fich & Steve Slezak, 2008. "Can corporate governance save distressed firms from bankruptcy? An empirical analysis," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 225-251, February.
    44. Carmen Lorca & Juan Sánchez-Ballesta & Emma García-Meca, 2011. "Board Effectiveness and Cost of Debt," Journal of Business Ethics, Springer, vol. 100(4), pages 613-631, June.
    45. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    46. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    47. Thams, Yannick & Bendell, Bari L. & Terjesen, Siri, 2018. "Explaining women's presence on corporate boards: The institutionalization of progressive gender-related policies," Journal of Business Research, Elsevier, vol. 86(C), pages 130-140.
    48. Armstrong, Christopher S. & Core, John E. & Guay, Wayne R., 2014. "Do independent directors cause improvements in firm transparency?," Journal of Financial Economics, Elsevier, vol. 113(3), pages 383-403.
    49. Elena Gregova & Katarina Valaskova & Peter Adamko & Milos Tumpach & Jaroslav Jaros, 2020. "Predicting Financial Distress of Slovak Enterprises: Comparison of Selected Traditional and Learning Algorithms Methods," Sustainability, MDPI, vol. 12(10), pages 1-17, May.
    50. 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.
    51. Yu-Hui Wang, 2020. "Does Board Gender Diversity Bring Better Financial and Governance Performances? An Empirical Investigation of Cases in Taiwan," Sustainability, MDPI, vol. 12(8), pages 1-10, April.
    52. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    53. Arlette Beltran, 2019. "Female Leadership and Firm Performance," Prague Economic Papers, Prague University of Economics and Business, vol. 2019(3), pages 363-377.
    54. Gul, Ferdinand A. & Srinidhi, Bin & Ng, Anthony C., 2011. "Does board gender diversity improve the informativeness of stock prices?," Journal of Accounting and Economics, Elsevier, vol. 51(3), pages 314-338, April.
    55. 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.
    56. Faccio, Mara & Marchica, Maria-Teresa & Mura, Roberto, 2016. "CEO gender, corporate risk-taking, and the efficiency of capital allocation," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 193-209.
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    More about this item

    Keywords

    Corporate governance; Gender diversity; Board composition; Bankruptcy; Debt; Cost of debt;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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