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Brand capital and debt choice

Author

Listed:
  • Alam, Nurul
  • Boubaker, Sabri
  • Chen, Xiaomeng Charlene
  • Hasan, Mostafa Monzur

Abstract

This paper investigates the effect of brand capital on firms' choices of debt structure. Using a sample of publicly listed U.S. firms between 2001 and 2019, we find that firms with higher levels of brand capital rely less on bank debt financing. This finding is robust to the use of alternative regression models and alternate measures of brand capital and bank debt financing. Employing an industry-level positive shock to brand capital as a quasi-natural experiment, we demonstrate that such a shock negatively affects firms' reliance on bank debt. Our cross-sectional analyses reveal that the effect of brand capital on bank debt is more pronounced for firms with high information asymmetry, weak corporate governance mechanisms, and poor financial conditions. We also find that brand capital-intensive firms raise funds from the public debt market and issue more (or less) unsecured (or secured) debt. Taken together, we show that brand capital has an important bearing on corporate financing decisions.

Suggested Citation

  • Alam, Nurul & Boubaker, Sabri & Chen, Xiaomeng Charlene & Hasan, Mostafa Monzur, 2024. "Brand capital and debt choice," International Review of Financial Analysis, Elsevier, vol. 93(C).
    • Handle: RePEc:eee:finana:v:93:y:2024:i:c:s1057521924000929
    DOI: 10.1016/j.irfa.2024.103160
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    as
    1. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    2. Antonio Falato & Dalida Kadyrzhanova & Jae Sim & Roberto Steri, 2022. "Rising Intangible Capital, Shrinking Debt Capacity, and the U.S. Corporate Savings Glut," Journal of Finance, American Finance Association, vol. 77(5), pages 2799-2852, October.
    3. Chen, Haosi & Maslar, David A. & Serfling, Matthew, 2020. "Asset redeployability and the choice between bank debt and public debt," Journal of Corporate Finance, Elsevier, vol. 64(C).
    4. Boubakri, Narjess & Saffar, Walid, 2019. "State Ownership and Debt Choice: Evidence from Privatization," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(3), pages 1313-1346, June.
    5. Huang, Yuxuan & Yang, Shenggang & Zhu, Qi, 2021. "Brand equity and the Covid-19 stock market crash: Evidence from U.S. listed firms," Finance Research Letters, Elsevier, vol. 43(C).
    6. Frieder, Laura & Subrahmanyam, Avanidhar, 2005. "Brand Perceptions and the Market for Common Stock," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(1), pages 57-85, March.
    7. 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.
    8. Arifin, Taufiq & Hasan, Iftekhar & Kabir, Rezaul, 2020. "Transactional and relational approaches to political connections and the cost of debt," Journal of Corporate Finance, Elsevier, vol. 65(C).
    9. Feng Gu & Weimin Wang, 2005. "Intangible Assets, Information Complexity, and Analysts' Earnings Forecasts," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(9-10), pages 1673-1702.
    10. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    11. Meng Gao & Jiekun Huang & Itay Goldstein, 2020. "Informing the Market: The Effect of Modern Information Technologies on Information Production," The Review of Financial Studies, Society for Financial Studies, vol. 33(4), pages 1367-1411.
    12. Meng Gao & Jiekun Huang & Itay GoldsteinEditor, 2020. "Informing the Market: The Effect of Modern Information Technologies on Information Production," Review of Finance, European Finance Association, vol. 33(4), pages 1367-1411.
    13. Chen, Yangyang & Hasan, Iftekhar & Saffar, Walid & Zolotoy, Leon, 2021. "Executive Equity Risk-Taking Incentives and Firms’ Choice of Debt Structure," Journal of Banking & Finance, Elsevier, vol. 133(C).
    14. Sreedhar T Bharath & Michael Hertzel, 2019. "External Governance and Debt Structure," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3335-3365.
    15. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    16. Maria Ana Vitorino, 2014. "Understanding the Effect of Advertising on Stock Returns and Firm Value: Theory and Evidence from a Structural Model," Management Science, INFORMS, vol. 60(1), pages 227-245, January.
    17. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    18. Xu Li & Chen Lin & Xintong Zhan, 2019. "Does Change in the Information Environment Affect Financing Choices?," Management Science, INFORMS, vol. 65(12), pages 5676-5696, December.
    19. Jiang, Feng & John, Kose & Li, C. Wei & Qian, Yiming, 2018. "Earthly Reward to the Religious: Religiosity and the Costs of Public and Private Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(5), pages 2131-2160, October.
    20. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    21. 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.
    22. Sabri Boubaker & Wael Rouatbi & Walid Saffar, 2017. "The Role of Multiple Large Shareholders in the Choice of Debt Source," Financial Management, Financial Management Association International, vol. 46(1), pages 241-274, March.
    23. C. S. Agnes Cheng & Peng Guo & Chia‐Hsiang Weng & Qiang Wu, 2021. "Innovation and Corporate Tax Planning: The Distinct Effects of Patents and R&D," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 621-653, March.
    24. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    25. Carol J. Simon & Mary W. Sullivan, 1993. "The Measurement and Determinants of Brand Equity: A Financial Approach," Marketing Science, INFORMS, vol. 12(1), pages 28-52.
    26. Darren T. Roulstone, 2003. "Analyst Following and Market Liquidity," Contemporary Accounting Research, John Wiley & Sons, vol. 20(3), pages 552-578, September.
    27. Lu, Chia-Wu & Chen, Tsung-Kang & Liao, Hsien-Hsing, 2010. "Information uncertainty, information asymmetry and corporate bond yield spreads," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2265-2279, September.
    28. Gustavo Grullon, 2004. "Advertising, Breadth of Ownership, and Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 439-461.
    29. Belo, Frederico & Gala, Vito D. & Salomao, Juliana & Vitorino, Maria Ana, 2022. "Decomposing firm value," Journal of Financial Economics, Elsevier, vol. 143(2), pages 619-639.
    30. Patrick Bolton & Xavier Freixas, 2000. "Equity, Bonds, and Bank Debt: Capital Structure and Financial Market Equilibrium under Asymmetric Information," Journal of Political Economy, University of Chicago Press, vol. 108(2), pages 324-351, April.
    31. Mostafa Monzur Hasan & Grantley Taylor, 2023. "Brand capital and credit ratings," The European Journal of Finance, Taylor & Francis Journals, vol. 29(2), pages 228-254, January.
    32. Kryzanowski, Lawrence & Mohebshahedin, Mahmood, 2016. "Board governance, monetary interest, and closed-end fund performance," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 196-217.
    33. Michael Schwert, 2020. "Does Borrowing from Banks Cost More than Borrowing from the Market?," Journal of Finance, American Finance Association, vol. 75(2), pages 905-947, April.
    34. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    35. Boubaker, Sabri & Saffar, Walid & Sassi, Syrine, 2018. "Product market competition and debt choice," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 204-224.
    36. Dan S. Dhaliwal & Inder K. Khurana & Raynolde Pereira, 2011. "Firm Disclosure Policy and the Choice Between Private and Public Debt," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 293-330, March.
    37. Denis, David J. & Mihov, Vassil T., 2003. "The choice among bank debt, non-bank private debt, and public debt: evidence from new corporate borrowings," Journal of Financial Economics, Elsevier, vol. 70(1), pages 3-28, October.
    38. Frederico Belo & Xiaoji Lin & Maria Ana Vitorino, 2014. "Brand Capital and Firm Value," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(1), pages 150-169, January.
    39. Andrew Ellul & Isil Erel & Uday Rajan, 2020. "The COVID-19 Pandemic Crisis and Corporate Finance," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 421-429.
    40. Panayiotis C. Andreou & Christodoulos Louca & Andreas P. Petrou, 2017. "CEO Age and Stock Price Crash Risk," Review of Finance, European Finance Association, vol. 21(3), pages 1287-1325.
    41. Joshua D. Rauh & Amir Sufi, 2010. "Capital Structure and Debt Structure," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4242-4280, December.
    42. Erwan Morellec & Philip Valta & Alexei Zhdanov, 2015. "Financing Investment: The Choice Between Bonds and Bank Loans," Management Science, INFORMS, vol. 61(11), pages 2580-2602, November.
    43. Wu, Kai & Lai, Seiwai, 2020. "Intangible intensity and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    44. Shinwoo Kang & E Han Kim & Yao Lu, 2018. "Does Independent Directors’ CEO Experience Matter?," Review of Finance, European Finance Association, vol. 22(3), pages 905-949.
    45. Scott Liao, 2015. "Outside Blockholders' Monitoring of Management and Debt Financing," Contemporary Accounting Research, John Wiley & Sons, vol. 32(4), pages 1373-1404, December.
    46. Ghada M Ismail & Fariz Huseynov & Pankaj K Jain & Thomas H McInish, 2021. "Brand Equity, Earnings Management, and Financial Reporting Irregularities [Measuring brand equity across products and markets]," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 10(2), pages 402-435.
    47. Michael R. Roberts & Amir Sufi, 2009. "Control Rights and Capital Structure: An Empirical Investigation," Journal of Finance, American Finance Association, vol. 64(4), pages 1657-1695, August.
    48. Dhaliwal, Dan & Judd, J. Scott & Serfling, Matthew & Shaikh, Sarah, 2016. "Customer concentration risk and the cost of equity capital," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 23-48.
    49. Baker, Edward D. & Boulton, Thomas J. & Braga-Alves, Marcus V. & Morey, Matthew R., 2021. "ESG government risk and international IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 67(C).
    50. David C. Mauer & Natalia Villatoro & Yilei Zhang, 2022. "Brand equity and corporate debt structure," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(7-8), pages 1077-1112, July.
    51. Mostafa Monzur Hasan & Grantley Taylor & Grant Richardson, 2022. "Brand Capital and Stock Price Crash Risk," Management Science, INFORMS, vol. 68(10), pages 7221-7247, October.
    52. Feng Gu & Weimin Wang, 2005. "Intangible Assets, Information Complexity, and Analysts’ Earnings Forecasts," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(9‐10), pages 1673-1702, November.
    53. repec:bla:jfinan:v:43:y:1988:i:2:p:397-412 is not listed on IDEAS
    54. Houston, Joel & James, Christopher, 1996. "Bank Information Monopolies and the Mix of Private and Public Debt Claims," Journal of Finance, American Finance Association, vol. 51(5), pages 1863-1889, December.
    55. Mehran, Hamid, 1992. "Executive Incentive Plans, Corporate Control, and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 27(4), pages 539-560, December.
    56. Gilson, Stuart C. & John, Kose & Lang, Larry H. P., 1990. "Troubled debt restructurings*1: An empirical study of private reorganization of firms in default," Journal of Financial Economics, Elsevier, vol. 27(2), pages 315-353, October.
    57. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2013. "Corporate ownership structure and the choice between bank debt and public debt," Journal of Financial Economics, Elsevier, vol. 109(2), pages 517-534.
    58. Larkin, Yelena, 2013. "Brand perception, cash flow stability, and financial policy," Journal of Financial Economics, Elsevier, vol. 110(1), pages 232-253.
    59. Bagwell, Kyle, 2007. "The Economic Analysis of Advertising," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 28, pages 1701-1844, Elsevier.
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    More about this item

    Keywords

    Brand capital; Debt choice; Information environment; Agency problems;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • 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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