The impact of narrative disclosure readability on bond ratings and the cost of debt

Prior research on the determinants of credit ratings has focused on rating agencies’ use of quantitative accounting information, but the there is scant evidence on the impact of textual attributes. This study examines the impact of financial disclosure narrative on bond market outcomes. We find that less readable financial disclosures are associated with less favorable ratings, greater bond rating agency disagreement, and a higher cost of debt. We improve causal identification by exploiting the 1998 Plain English Mandate, which required a subset of firms to exogenously improve the readability of their filings. Using a difference-in-differences design, we find that the firms required to improve the readability of their filings experience more favorable ratings, lower bond rating disagreement, and lower cost of debt. Collectively, our evidence suggests that textual financial disclosure attributes appear to not only influence bond market intermediaries’ opinions but also firms’ cost of debt.     

Debt Financing,Corporate Financial Intermediaries and Firm Valuation

In this paper we consider the role of financial intermediaries in the valuation of firms and projects. We show that security prices should reflect both used and unused debt capacity if some corporations can act as financial intermediaries and can capture the tax benefits of debt capacity unused by the operating firm. We also provide some reasons why the value of the firm might be increased if the financing and operating risks of the firm are separated and financial intermediaries issue debt rather than the unit operating the asset.     

Managerial compensation and the debt placement decision

Extant research argues that borrowing from financial intermediaries subjects managers to external monitoring. However, given managers' flexibility in choosing the type of debt financing, why would managers submit themselves to external monitoring? Recent theory points to the role of managerial incentive compensation. Specifically, it is argued that managers will borrow from financial intermediaries if their compensation is tied to firm performance. Additionally, it is noted that a more optimal compensation scheme will induce managers to undertake intermediated loans only when the firm is sufficiently profitable. Such a compensation scheme is likely to exist in opaque firm settings where borrowing from financial intermediaries can serve to signal firm profitability. Our study provides corroborative evidence. We find that the choice of syndicated bank loans is positively associated with CEO equity incentives. Second, this syndicated debt-incentive compensation link is influenced by firm profitability, particularly among information problematic firms. Overall, our study points to the role of incentive compensation in the debt placement decision.     

Asset redeployability and the choice between bank debt and public debt

A firm with less redeployable assets, which are assets that have fewer alternative uses outside the firm, is more likely to borrow from banks than issue public debt. These findings are consistent with firms with less redeployable assets valuing the ability to renegotiate bank debt contracts instead of selling assets in the event of default. Consistent with this mechanism, firms with lower asset redeployability sell fewer assets following covenant violations. Our results contribute to work on the determinants of which debt markets a firm chooses to borrow from and the role that banks play as intermediaries.     

Geographic diversification and firm value in the financial services industry

This paper investigates whether geographic diversification is value-enhancing or value-destroying in the financial services sector, broadly defined. Our dataset comprises approximately 3579 observations over the period from 1985 to 2004 and covers the entire range of U.S. financial intermediaries — commercial banks, investment banks, insurance companies, asset managers, and financial infrastructure services firms. We use two alternative measures of geographic diversification: (1) a dummy variable whether the firm reports more than one geographic segment and (2) the percentage of sales from non-domestic operations. Our results indicate that geographic diversification is not associated with a significant valuation discount in financial intermediaries. However, when accounting for the firms' main activity-areas, we find evidence of a significant discount associated with geographic diversification in securities firms and a premium in credit intermediaries and insurance companies. All these results are robust after taking into account functional diversification of the firms, a potential endogeneity of both functional and geographic diversification, and a potential value transfer from equity to debt holders by using estimates of the market value of debt.     

Too much of a good thing? A theory of short-term debt as a sorting device

This paper shows that the liquidity risk associated with short-term debt financing can be used to sort insolvent firms out of financial markets when their solvency risk is private information. Notwithstanding this sorting role of short-term debt, unregulated financial firms tend to choose an inefficiently short debt maturity structure. This inefficiency arises for two reasons. First, by issuing more short-term debt, low-risk firms reduce their expected funding costs. This leads to a misalignment of private and social incentives as firms fail to fully internalize the social costs of becoming illiquid. Second, while the sorting role of short-term debt is reflected in a decline of long-term interest rates when more short-term debt is issued, creditors’ inability to observe firms’ solvency risk leads to an excessive reduction of long-term interest rates. This further distorts firms’ funding choice towards short-term debt.     

Debt financing,venture capital,and the performance of initial public offerings

We examine the roles of two financial intermediaries, lenders and venture capitalists, in a sample of more than 6000 IPO firms during 1980–2012. Venture capitalists and lenders generally fund different types of firms and, on average, are substitutes; however, in some instances we observe interactions and complementary roles between the two funding sources. Firms with high debt have lower valuation uncertainty, and lower initial day returns than those backed by venture capital. However, firms with high debt levels underperform in the long-run, especially those without venture capital. We provide some evidence that firms backed by reputable venture capitalists perform better.     

Corporate debt maturity in the MENA region: Does institutional quality matter?

We investigate corporate debt maturity structure in the MENA region and its firm and institutional determinants using a sample of 444 listed firms over the 2003–2011 period, or 3717 firm-year observations. We find a very limited use of long-term debt by MENA firms; long-term debt represents only 3.41% of the typical MENA firm's total debt, which is much less than what is reported in prior literature on other parts of the world. Consistent with the predictions of debt maturity theories and prior empirical findings, we find that leverage, firm size, and asset tangibility are positively associated with the use of more long-term debt while firms facing a higher risk of default tend to use more short-term debt. In addition, we find that better quality institutions lead to the use of more long-term debt in MENA. Specifically, stronger rule of law, better regulatory effectiveness, better legal protection of creditors, and more developed financial intermediaries are associated with greater use of long-term borrowing by MENA firms. Our findings have important policy implications as they illuminate the path toward needed reforms that would enhance MENA firms' access to long-term debt, which may ultimately result in more private investment and jobs.     

How Entrenchment, Incentives and Governance Influence REIT Capital Structure

Although recent literature has confirmed the importance of viewing a firm??s capital structure choices of leverage and debt maturity as jointly determined, to date there has been little analysis of the importance of traditional governance variables on a firm??s capital structure decisions using a simultaneous equations approach. We examine the influence of managerial incentives, traditional managerial monitoring mechanisms and managerial entrenchment on the capital structure of Real Estate Investment Trusts (REITs). Using panel data, we estimate a system of simultaneous equations for leverage and maturity and find that firms with entrenched CEOs use less leverage and shorter maturity debt. This is consistent with the expectation that managers acting in their own self interest will choose lower leverage to reduce liquidity risk and use short maturity debt to preserve their ability to enhance their compensation and reputations by empire building. We also find evidence that traditional alignment mechanisms such as equity and option ownership have an offsetting effect; and that firms where the founder serves as CEO choose higher leverage and longer maturity debt. The results also provide evidence that leverage and maturity are substitutes, firms with high profitability and growth opportunities use less leverage and firms with liquid assets use more leverage and longer maturity debt.     

Free cash flow, debt-monitoring and managers' LIFO/FIFO policy choice

This paper explores the explanatory power of Jensen's free cash flow hypothesis in managers' choice of LIFO versus FIFO. The association between FCF, and choice of inventory methods is based on the assumption that there is a potential conflict of interest between managers and shareholders when LIFO is the tax minimization method and that non-value-maximizing managers of firms with the FCF problem have incentives to choose FIFO, an income increasing method, in order to increase their compensation. However, since debt can act as a monitoring device and mitigate the agency problems of FCF, managers of firms with high FCF and high debt are less likely to choose FIFO than managers of firms with high FCF and low debt. The evidence is consistent with this expectation.     

Do Banks Provide Financial Slack?

We study the decision to choose bank debt rather than public securities in a firm's marginal financing choice. Using a sample of 500 firms over the 1980 to 1993 time period, we find that firms are relatively more likely to choose bank loans when variables that measure asymmetric information problems are elevated. The sensitivity of the likelihood of choosing bank debt to information problems is greater for firms with no public debt outstanding. These results are consistent with the hypothesis that banks help alleviate asymmetric information problems and that firms weigh these information benefits against a wide range of contracting costs when choosing bank financing.     

Entrepreneurial finance: Banks versus venture capital

We analyze how entrepreneurial firms choose between two funding institution: banks, which monitor less intensively and face liquidity demands from their own investors, and venture capitalists, who can monitor more intensively but face a higher cost of capital because of the liquidity constraints that they impose on their own investors. Because the firm's manager prefers continuing the firm over liquidating it and aggressive (risky) continuation strategies over conservative (safe) continuation strategies, the institution must monitor the firm and exercise some control over its decisions. Bank finance takes the form of debt, whereas venture capital finance often resembles convertible debt. Venture capital finance is optimal only when the aggressive continuation strategy is not too profitable, ex ante; the uncertainty associated with the risky continuation strategy (strategic uncertainty) is high; and the firm's cash flow distribution is highly risky and positively skewed, with low probability of success, low liquidation value, and high returns if successful. A decrease in venture capitalists’ cost of capital encourages firms to switch from safe strategies and bank finance to riskier strategies and venture capital finance, increasing the average risk of firms in the economy.     

Should corporate debt include a rating trigger?

Recent corporate debt offerings have included a covenant specifying a pre-determined payment to debtholders when the debt is downgraded. We examine the incentive for equityholders to increase firm risk (and the associated costs) when debt includes a “rating trigger.” Equityholders of firms with a low-risk profile and operating flexibility choose debt with a trigger, while equityholders of firms with a high-risk profile and less flexibility choose regular debt. A trigger that requires an equity infusion better mitigates conflicts between equityholders and debtholders than a trigger paid by liquidating assets. A trigger that increases the coupon rate is not optimal.     

Acquisitions and the cost of debt: Evidence from China

A large body of literature has examined the effect of mergers and acquisitions (M&As) on firm valuation, and generally find that M&As reduce acquirers' shareholder value. However, relatively little is known about the effect of M&As on the pricing of corporate debt by debtholders, especially for firms in less developed countries. Using a sample of Chinese listed firms with outstanding bonds from 2007 to 2020, we find that the cost of debt is lower for acquirers than for non-acquirers, and that the effect of acquisitions in reducing cost of debt is more pronounced for firms from provinces with less developed markets, for private firms, and for firms undertaking cross-province acquisitions. Our results are robust to a series of robustness checks that address various endogeneity concerns, including the use of a matched-sample approach, the use of the Heckman two-stage model and a change analysis, the control for acquirers' pre-acquisition bond yield spread, and the exclusion of acquisitions of publicly listed targets. Our analyses of provincial institutional factors show that the relationship between M&As and cost of debt is moderated by government relations to market, private economy development, and the development of market intermediaries and legal environment. We further document that acquirers have lower default risk during the post-acquisition period because of a coinsurance effect, and that acquirers attract more analyst following and investors after acquisitions. Overall, our results indicate that acquisitions can reduce cost of debt through reducing firms' default risk and information risk, and that institutional factors matter for the effect of M&As on the cost of debt.     

Debt covenants and asset versus equity acquisitions

We examine whether the presence of loan covenants leads firms to choose either an asset or equity acquisitions. Asset acquisitions involve the selective purchase of a target company's assets, and equity acquisitions involve acquisitions of common stocks. We document that firms with loan covenants are more likely to engage in asset acquisitions as opposed to equity acquisitions. Our results are robust to alternative measures of loan covenants and to endogeneity concerns. Furthermore, the association between loan covenants and asset acquisitions is stronger among firms with greater debt covenant intensity, more severe agency problems, and lower profitability. Acquirers facing more intense competition within their industries are also likely to choose asset acquisitions. Our findings suggest that acquirers' incentives to avoid wealth transfer at the expense of debtholders drive the relation between debt covenants and choice of acquisition structure.     

Corporate Debt Structure and the Financial Crisis

We present a DSGE model where firms optimally choose among alternative instruments of external finance. The model is used to explain the evolving composition of corporate debt during the financial crisis of 2008–09, namely, the observed shift from bank finance to bond finance, at a time when the cost of market debt rose above the cost of bank loans. We show that the flexibility offered by banks on the terms of their loans and firms' ability to substitute among alternative instruments of debt finance are important to shield the economy from adverse real effects of a financial crisis.     

Does debt capacity matter in the choice of debt in reducing the underinvestment problem?

We test the impact of debt capacity on firms’ simultaneous decisions of leverage and debt maturity in reducing underinvestment problems. Examining 24 OECD countries for the period between 1990 and 2011, we find strong evidence, that, unlike previous studies, the role of leverage and debt maturity in reducing underinvestment problems is not homogeneous across firms with varied debt capacity. We find new evidence that, when firms face lower debt capacity constraints, they benefit from their ability to use a greater amount of debt if they shorten their debt maturity, or gain from using longer maturity of debt if they decrease their leverage to reduce underinvestment problems. Our results suggest that they also benefit from the ability of their firms to gain from interest tax shields by financing more with debt or long-term debt, and hence use debt maturity and leverage as strategies substitutes. However, when firms are constrained by concerns over debt capacity, they tend to opt for a lower level of debt that is mainly short-term to reduce the underinvestment problem. Our results suggest that firms with lower debt capacity cannot completely resolve their underinvestment problems by using short-term debt or low leverage, implying that the effects of the liquidity risk outweigh those of underinvestment problems, and hence impose a constraint on firms’ choice of debt.     

Corporate ownership structure and the choice between bank debt and public debt

This article examines the relation between a borrowing firm's ownership structure and its choice of debt source using a novel data set on corporate ownership, control, and debt structures for 9,831 firms in 20 countries from 2001 to 2010. We find that the divergence between the control rights and cash-flow rights of a borrowing firm's largest ultimate owner has a significant negative impact on the firm's reliance on bank debt financing. In addition, we show that the control-ownership divergence affects other aspects of debt structure including debt maturity and security. Our results indicate that firms controlled by large shareholders with excess control rights may choose public debt financing over bank debt as a way of avoiding scrutiny and insulating themselves from bank monitoring.     

Deviation from the target capital structure and acquisition choices

This study finds that managers take deviations from their target capital structures into account when planning and structuring acquisitions. Specifically, firms that are overleveraged relative to their target debt ratios are less likely to make acquisitions and are less likely to use cash in their offers. Furthermore, they acquire smaller targets and pay lower premiums. Managers of overleveraged firms also actively rebalance their capital structures when they anticipate a high likelihood of making an acquisition. Finally, they pursue the most value-enhancing acquisitions. Collectively, these findings improve understanding of how firms choose their capital structures and shed light on the interdependence of capital structure and investment decisions in the presence of financial frictions.     

Pledgeability,Industry Liquidity,and Financing Cycles

Why do firms choose high debt when they anticipate high valuations, and underperform subsequently? We propose a theory of financing cycles where the importance of creditors’ control rights over cash flows (“pledgeability”) varies with industry liquidity. The market allows firms take on more debt when they anticipate higher future liquidity. However, both high anticipated liquidity and the resulting high debt limit their incentives to enhance pledgeability. This has prolonged adverse effects in a downturn. Because these effects are hard to contract upon, higher anticipated liquidity can also reduce a firm's current access to finance.