Friendly Boards and the Cost of Debt
Abstract
:1. Introduction
2. Literature Review
3. Hypothesis Development
4. Sample and Variable Construction
4.1. Sample Construction
4.2. Variable Construction
4.2.1. Measuring the Cost of Bond Financing
4.2.2. Board Friendliness
4.3. Descriptive Statistics
5. Empirical Results
5.1. Friendly Boards and Credit Rating
5.2. Friendly Boards and Yield Spreads
5.3. Robustness Checks
5.4. Endogeneity of Board Structure
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A. Definition of Variables
Variables | Definition |
Yield Spread | The difference between the yield-to-maturity of the bond and a U.S. Treasury bond with comparable maturity, measured in basis points. If a firm has multiple bond issues in a given year, we construct a single observation by calculating the proceeds-weighted average of all the issues |
Credit Ratings | Moody’s bond rating converted to numerical values using a conversion process in which Aaa rated bonds are assigned a value of 22 and D rated bonds a value of 1. If a firm has multiple bond issues in a given year, we construct a single observation by calculating the proceeds-weighted average of all the issues |
Friendly Board | Dummy variable equals one if at least one of the outside directors is socially connected to the CEO based on education or other friendship activities, and zero otherwise |
CEO-Director Ties | The proportion of outside directors who are socially connected to the CEO based on education or other friendship activities |
Industry median Friendly Board | Industry median value of a friendly board dummy variable |
Log Assets | Natural logarithm of the book value of assets (AT) |
ROA | Income before extraordinary items (IB) over total assets (AT) |
Leverage | The sum of long-term debt (DLTT) plus debt in current liabilities (DLC) over total assets (AT) |
Coverage Ratio | Operating income before depreciation (OIBDP) over interest expenses (XINT or TIE) |
Subord | Dummy variable equals one if the firm has subordinated debt, and zero otherwise |
StdRet | Annualized standard deviation of daily returns over the fiscal year prior to the bond issue |
Capital Intensity | Gross PPE (PPEGT) over total assets (AT) |
Log Maturity | Natural logarithm of issue maturity. If a firm issues multiple bonds in a given year, this variable is the natural logarithm of the proceeds-weighted issue maturity |
Log Proceeds | Natural logarithm of issue proceeds. If a firm issues multiple bonds in a given year, this variable is the natural logarithm of the sum of all issue proceeds |
Orthrating | Residuals from regressing bond rating based on Friendly Board, Log Assets, ROA, Leverage, Coverage Ratio, Subord, StdRet, Capital Intensity, Log Maturity, and Log Proceeds |
Institutional Ownership | The aggregate percentage ownership of shares held by institutional investors, which own at least 5% of outstanding shares |
Insider Ownership | The aggregate percentage ownership of common stocks held by top-five executives (officers and directors) |
1 | Jensen and Meckling (1976) suggest that the agency cost is the sum of the monitoring expenditures by the principal, the bonding expenditures by the agent, and the residual loss. |
2 | A corporate director is obligated to act in good faith, exercise due care, and prioritize the best interests of the corporation. For instance, as a member of the company’s board of directors, the corporate director is responsible for overseeing the strategic direction and governance of the organization. This role also encompasses involvement in critical decisions, including the establishment of policies and the formulation of long-term strategies. Boards of directors are responsible for appointing or replacing CEOs when specific factors necessitate such actions (Adams et al. 2010). The risk oversight function of the board of directors involves monitoring and strategically planning for corporate risk-taking (Lipton et al. 2019). These services provided by corporate directors have a significant impact on the value of creditors’ claims on the firm. |
3 | In Adams and Ferreira (2007), A CEO-friendly board is used to measure the board’s reluctance to take actions against the CEO. A CEO-friendly board has much more implications than that. A CEO-friendly board, as indicated by shared social ties with the CEO, can significantly impact communication, the CEO’s incentive to disclose information, and bargaining costs (Schmidt 2015). |
4 | This is because we measure a friendly board at the fiscal year-end prior to the bond issuance. |
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Year | Firms with | Firms with | Total | % of Firms with |
---|---|---|---|---|
Friendly Board | no Friendly Board | Friendly Board | ||
2000 | 17 | 6 | 23 | 73.91% |
2001 | 86 | 61 | 147 | 58.50% |
2002 | 78 | 53 | 131 | 59.54% |
2003 | 69 | 73 | 142 | 48.59% |
2004 | 70 | 55 | 125 | 56.00% |
2005 | 52 | 56 | 108 | 48.15% |
2006 | 64 | 44 | 108 | 59.26% |
2007 | 77 | 43 | 120 | 64.17% |
2008 | 66 | 31 | 97 | 68.04% |
2009 | 106 | 85 | 191 | 55.50% |
2010 | 110 | 90 | 200 | 55.00% |
2011 | 89 | 76 | 165 | 53.94% |
2012 | 124 | 103 | 227 | 54.63% |
2013 | 99 | 110 | 209 | 47.37% |
2014 | 107 | 90 | 197 | 54.31% |
2015 | 102 | 97 | 199 | 51.26% |
2016 | 93 | 81 | 174 | 53.45% |
2017 | 110 | 103 | 213 | 51.64% |
2018 | 67 | 62 | 129 | 51.94% |
2019 | 80 | 89 | 169 | 47.34% |
Total | 1666 | 1408 | 3074 | 54.20% |
Conversion Numbers | Moody’s Ratings |
---|---|
22 | Aaa |
21 | Aa1 |
20 | Aa2 |
19 | Aa3 |
18 | A1 |
17 | A2 |
16 | A3 |
15 | Baa1 |
14 | Baa2 |
13 | Baa3 |
12 | Ba1 |
11 | Ba2 |
10 | Ba3 |
9 | B1 |
8 | B2 |
7 | B3 |
6 | Caa1 |
5 | Caa2 |
4 | Caa3 |
3 | Ca |
2 | C |
1 | D |
Firms with Friendly Board | Firms with no Friendly Board | |||
---|---|---|---|---|
(N = 1666) | (N = 1408) | |||
Mean | Median | Mean | Median | |
Issue Characteristics | ||||
Yield Spread | 214.66 | 157.56 | 327.23 *** | 292.01 *** |
Bond Rating | 14.10 | 14.00 | 11.46 *** | 11.00 *** |
Maturity | 11.09 | 10.14 | 9.57 *** | 8.28 *** |
Proceeds | 1661.92 | 747.90 | 922.09 *** | 450.00 *** |
Firm Characteristics | ||||
Assets | 31,700.94 | 12,125.20 | 11,721.26 *** | 4064.10 *** |
ROA | 0.06 | 0.06 | 0.04 *** | 0.05 *** |
Leverage | 0.32 | 0.30 | 0.37 *** | 0.34 *** |
Coverage Ratio | 18.31 | 9.95 | 15.27 | 7.03 *** |
StdRet | 0.34 | 0.29 | 0.40 *** | 0.34 *** |
Capital Intensity | 0.61 | 0.54 | 0.60 | 0.46 *** |
Governance Variables | ||||
Institutional Ownership | 18.40 | 15.69 | 20.98 ** | 19.32 *** |
Insider Ownership | 1.08 | 0.11 | 2.28 *** | 0.34 *** |
Dependent Variable: Credit Ratings | (1) | (2) |
---|---|---|
Friendly Board | 0.125 *** | 0.089 * |
(2.90) | (1.88) | |
Log Assets | 0.714 *** | 0.710 *** |
(24.94) | (24.84) | |
ROA | 5.084 *** | 5.092 *** |
(19.12) | (16.93) | |
Leverage | −1.535 *** | −1.642 *** |
(−11.83) | (−10.82) | |
Coverage Ratio | 0.002 *** | 0.002 *** |
(4.55) | (4.29) | |
Subord | −0.637 *** | −0.600 *** |
(−10.27) | (−8.10) | |
StdRet | −2.005 *** | −3.096 *** |
(−14.87) | (−16.94) | |
Capital Intensity | 0.380 *** | 0.425 *** |
(6.88) | (5.92) | |
Log Maturity | 0.157 *** | 0.082 |
(3.34) | (1.64) | |
Log Proceeds | −0.048 | −0.076 ** |
(−1.63) | (−2.37) | |
Institutional Ownership | −0.008 *** | |
(−4.23) | ||
Insider Ownership | 0.001 | |
(0.15) | ||
Year Dummies | Yes | Yes |
Industry Dummies | Yes | Yes |
N | 2917 | 2423 |
Pseudo R2 | 21.19% | 19.91% |
Dependent Variable: Yield Spread | (1) | (2) |
---|---|---|
Friendly Board | −31.715 *** | −31.990 *** |
(−7.08) | (−7.08) | |
Log Assets | −54.147 *** | −44.680 *** |
(−22.33) | (−18.46) | |
ROA | −609.893 *** | −572.822 *** |
(−20.82) | (−18.71) | |
Leverage | 129.097 *** | 137.081 *** |
(9.40) | (10.23) | |
Coverage Ratio | −0.070 *** | −0.056 ** |
(−2.89) | (−2.06) | |
Subord | 28.218 *** | 40.553 *** |
(4.06) | (5.21) | |
StdRet | 213.128 *** | 246.112 *** |
(13.20) | (14.27) | |
Capital Intensity | 3.752 | 6.838 |
(0.63) | (0.98) | |
Log Maturity | −17.589 *** | −7.037 * |
(−4.02) | (−1.71) | |
Log Proceeds | 15.147 *** | 13.796 *** |
(5.38) | (5.47) | |
Orthrating | −29.824 *** | −28.789 *** |
(−27.40) | (−25.17) | |
Institutional Ownership | 0.458 ** | |
(2.37) | ||
Insider Ownership | −0.490 | |
(−1.12) | ||
Year Dummies | Yes | Yes |
Industry Dummies | Yes | Yes |
N | 2917 | 2423 |
Adjusted R2 | 73.99% | 73.20% |
Dependent Variable: Credit Ratings | Dependent Variable: Yield Spread | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
CEO-Director Ties | 0.382 *** | 0.310 ** | −45.854 *** | −41.356 *** |
(3.35) | (2.50) | (−4.09) | (−3.74) | |
Log Assets | 0.713 *** | 0.706 *** | −56.002 *** | −46.419 *** |
(28.95) | (24.66) | (−22.70) | (−18.62) | |
ROA | 5.093 *** | 5.102 *** | −612.247 *** | −575.255 *** |
(19.15) | (16.96) | (−20.87) | (−18.85) | |
Leverage | −1.545 *** | −1.650 *** | 130.768 *** | 137.461 *** |
(−11.89) | (−10.85) | (9.47) | (10.09) | |
Coverage Ratio | 0.002 *** | 0.002 *** | −0.064 ** | −0.051 * |
(4.47) | (4.23) | (−2.57) | (−1.81) | |
Subord | −0.643 *** | −0.602 *** | 30.220 *** | 42.377 *** |
(−10.36) | (−8.13) | (4.33) | (5.33) | |
StdRet | −1.997 *** | −3.083 *** | 214.360 *** | 251.227 *** |
(−14.81) | (−16.84) | (13.19) | (14.51) | |
Capital Intensity | 0.387 *** | 0.433 *** | 1.128 | 3.069 |
(7.02) | (6.04) | (0.18) | (0.44) | |
Log Maturity | 0.163 *** | 0.085 * | −19.266 *** | −8.115 * |
(3.46) | (1.70) | (−4.35) | (−1.93) | |
Log Proceeds | −0.052 * | −0.080 ** | 15.596 *** | 14.030 *** |
(−1.77) | (−2.48) | (5.50) | (5.48) | |
Orthrating | −29.358 *** | −28.176 *** | ||
(−26.91) | (−24.64) | |||
Institutional Ownership | −0.008 *** | 0.458 ** | ||
(−4.28) | (2.36) | |||
Insider Ownership | 0.0002 | −0.320 | ||
(0.04) | (−0.74) | |||
Year Dummies | Yes | Yes | Yes | Yes |
Industry Dummies | Yes | Yes | Yes | Yes |
N | 2916 | 2422 | 2916 | 2422 |
Pseudo R2 | 21.19% | 19.87% | ||
Adjusted R2 | 73.63% | 72.70% |
First Stage | Second Stage | |
---|---|---|
Dependent Variable: Friendly Board | Dependent Variable: Yield Spread | |
Industry Median Friendly Board | 0.158 *** | |
(4.82) | ||
Predicted Friendly Board | −29.835 *** | |
(−6.14) | ||
Log Assets | 0.129 *** | −53.432 *** |
(14.47) | (−20.64) | |
ROA | 0.173 | −665.578 *** |
(1.59) | (−22.72) | |
Leverage | −0.112 ** | 113.853 *** |
(−2.15) | (8.61) | |
Coverage Ratio | −0.00002 | −0.044 |
(−0.19) | (−1.01) | |
Subord | −0.058 ** | 30.649 *** |
(−2.17) | (4.37) | |
StdRet | 0.042 | 181.950 *** |
(0.88) | (15.09) | |
Capital Intensity | 0.059 *** | 9.381 * |
(2.94) | (1.92) | |
Log Maturity | 0.059 *** | −30.708 *** |
(2.91) | (−5.72) | |
Log Proceeds | −0.030 ** | 17.842 *** |
(−2.43) | (5.35) | |
Orthrating | −0.001 | −29.441 *** |
(−0.29) | (−29.64) | |
N | 2917 | 2917 |
Adjusted R2 | 13.65% | 61.61% |
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Seo, H.; Yi, S.; McCumber, W. Friendly Boards and the Cost of Debt. J. Risk Financial Manag. 2024, 17, 291. https://doi.org/10.3390/jrfm17070291
Seo H, Yi S, McCumber W. Friendly Boards and the Cost of Debt. Journal of Risk and Financial Management. 2024; 17(7):291. https://doi.org/10.3390/jrfm17070291
Chicago/Turabian StyleSeo, Hoontaek, Sangho Yi, and William McCumber. 2024. "Friendly Boards and the Cost of Debt" Journal of Risk and Financial Management 17, no. 7: 291. https://doi.org/10.3390/jrfm17070291
APA StyleSeo, H., Yi, S., & McCumber, W. (2024). Friendly Boards and the Cost of Debt. Journal of Risk and Financial Management, 17(7), 291. https://doi.org/10.3390/jrfm17070291