Endogenizing exogenous default barrier models: The MM algorithm

In this paper, we propose a Maximization–Maximization (MM) algorithm for the assessment of hidden parameters in structural credit risk models. Step M1 updates the value, volatility, and expected return on the firm’s assets by maximizing the log-likelihood function for the time series of equity prices; Step M2 updates the default barrier by maximizing the equity holders’ participation in the firm’s asset value. The main contribution of the method lies in the M2 step, which allows for ‘endogenizing’ the default barrier in light of actual data on equity prices. Using a large international sample of companies, we demonstrate that theoretical credit spreads based on the MM algorithm offer the lowest CDS pricing errors when compared to other, traditional default barrier specifications: smooth-pasting condition value, maximum likelihood estimate, KMV’s default point, and nominal debt.     

Management quality and the cost of debt: Does management matter to lenders?

This paper investigates the effect of organizational capital, typified by various management practices within a firm, on the cost of external debt financing. Using a sample of medium-sized manufacturing firms in the US, we find that better management practices enhance a firm’s external financing capacity by lowering the firm’s cost of bank loans. We do not find any evidence that the lower loan cost of a high-quality-management firm is associated with more restrictive non-price contract terms such as greater collateral requirements and stricter covenants. These results suggest that banks explicitly take into account the risk arising from poor management practices when pricing and designing debt contracts.     

Managerial entrenchment, equity payout and capital structure

I develop a contingent claims model to examine the impacts of managerial entrenchment on capital structure and security valuation. The analysis shows that managers’ self-interested leverage choices deviate significantly from the optimal leverages that maximize firm values, partially explaining the suboptimal leverage ratios observed empirically (Graham, 2000). Both the extent and sensitivity of the deviations are affected by firm characteristics, debt features and default solutions. The shareholder-manager conflicts over risk level and cash payout vary dynamically with a firm’s financial health. Managerial entrenchment does not mitigate the agency problems of debt since managers’ discretionary decisions on milking properties or asset substitution could be driven by incentives to increase their own utility.     

Accelerated investment effect of risky debt

In this paper we examine a new effect of risky debt on a firm’s investment strategy. We call this effect “accelerated investment”. It stems from a potential loss of investment option in the event of default. The possibility of default reduces the value of the option to wait and provides equity holders with an incentive to speed up investment. As a result, in the absence of wealth expropriation by a levered firm’s debt holders, its shareholders exercise their investment option earlier than the shareholders of an otherwise identical all-equity firm. This result is at odds with the generally accepted intuition that in the absence of potential wealth transfers and taxes the shareholders of a levered firm would follow the same investment policy as that of an unlevered firm. In addition to providing various illustrations of the accelerated investment effect, we relate its magnitude to the presence of competition for investment opportunities.     

CEO turnover and bondholder wealth

We examine the impact of CEO turnover announcements on bondholder wealth, stockholder wealth, and overall firm value. Using publicly traded data for the period from 1973 to 2000, we find evidence consistent with both the wealth transfer and signaling hypotheses. Specifically, we find that CEO turnover events are associated with lower bondholder values, higher stockholder values, and that net changes in firm value are a function of turnover type (forced vs voluntary and outside vs inside firm replacements) and the riskiness of the firm’s debt (investment vs non-investment grade). Overall, the results contribute to the understanding of the effects of corporate governance mechanisms, of which CEO turnover is an extreme form, on bondholders.     

Financial distress,corporate control,and management turnover

We empirically investigate the effect of financial distress on corporate ownership and control. Our analysis is based on a panel of 267 German firms that suffered from repeated interest coverage shortfalls between 1996 and 2004. We track each firm’s development over the distress cycle with particular attention to corporate ownership, restructuring, and management turnover. We find a significant decrease in ownership concentration. Private investors gradually give up their dominating role and thereby cease to be an effective source of managerial control. By contrast, ownership representation by banks and outside investors almost doubles. Shareholdings by executive and non-executive directors also substantially increase but have no effect on managerial tenure. Forced management turnover is mostly initiated by outside investors and banks and often occurs subsequent to debt restructurings, block investments, and takeovers.     

Transactions Costs and Capital Structure Choice: Evidence from Financially Distressed Firms

This study provides evidence that transactions costs discourage debt reductions by financially distressed firms when they restructure their debt out of court. As a result, these firms remain highly leveraged and one-in-three subsequently experience financial distress. Transactions costs are significantly smaller, hence leverage falls by more and there is less recurrence of financial distress, when firms recontract in Chapter 11. Chapter 11 therefore gives financially distressed firms more flexibility to choose optimal capital structures.     

Is Chapter 11 costly?

We examine a sample of 459 firms filing for Chapter 11 during the period 1991–1998 and find that our sample firms experience significant improvements in their operating performance during Chapter 11. Our evidence is consistent with the hypothesis that Chapter 11, if anything, provides net benefits to bankrupt firms. In the cross section, firms with higher debt ratios experience greater improvements in operating performance, and the complexity of the renegotiation process negatively affects the improvement. We find no relationship between Chapter 11 outcome and changes in risk-adjusted firm value in Chapter 11.     

Product market competition and the cost of bank loans: Evidence from state antitakeover laws

The extant literature documents a positive relationship between a firm’s takeover vulnerability and its agency cost of debt. Using state antitakeover laws as an exogenous measure of variation in takeover vulnerability, I investigate whether product market competition has a disciplinary effect that can lower a firm’s cost of bank loans. After taking into account the industry composition of borrowers, I find that banks charge higher spreads to borrowers that are vulnerable to takeovers, but only in concentrated industries. In the absence of disciplinary competitive pressure, the effect of takeover vulnerability on the cost of bank loans is mitigated for larger firms, firms followed by analysts, firms with existing credit ratings, non-family firms, and for borrowers with shorter maturity loans or loans with covenants and collateral in place. Taken together, the results suggest that the effect of governance on the cost of financing is not homogenous across all industries, and that concentrated industry firms may need to use supplementary governance mechanisms to mitigate debt holder agency problems.     

Emerging from Chapter 11 Bankruptcy: Is It Good News or Bad News for Industry Competitors?

A firm under Chapter 11 bankruptcy protection may emerge from bankruptcy in a more advantageous competitive position within its industry to the detriment of their industry rivals. Using a sample of 264 firms that emerged from Chapter 11 bankruptcy during the period 1999-2006, I find that its industry competitors demonstrate negative postemergence long-term equity returns and deteriorating financial performance. Additional tests indicate that this outcome is less likely due to overall industry distress. Competitors tend to be more adversely affected if they are in more concentrated industries, if they have lower credit quality, when a more efficient firm emerges, and when the duration of bankruptcy is longer. This study suggests a need to reconsider Chapter 11's role in promoting competition and allocation of resources given its negative externalities on industry competitors.     

Corporate fraud and bank loans: Evidence from china

Receiving punishment from regulators for corporate fraud can affect financing contracts between a firm and its bank, as both the firm’s credit risk and information risk increase after punishment. By focusing on Chinese firms’ borrowing behavior after events of corporate fraud, we find that firms’ bank loans after punishment are not only significantly lower, but are also less than those for non-fraudulent firms. In addition, loan interest rates after punishment are not only higher than before, but also higher than those for their non-fraudulent counterparts. In addition, we find that corporate fraud indirectly destabilizes the “performance-bank loan” relationship. Our results suggest that corporate fraud negatively affects a firm’s ability to source debt financing, which provides new evidence about the economic consequences of fraud.     

Financial Restructuring in Fresh‐Start Chapter 11 Reorganizations

We find that firms substantially reduce their debt burden in “fresh‐start” Chapter 11 reorganizations, yet they emerge with higher debt ratios than what is typical in their respective industries. While cross‐sectional regressions reveal that post‐reorganization debt ratios are more in line with the predictions of the static trade‐off theory, they also reveal that pre‐reorganization debt ratios affect post‐reorganization debt ratios. Collectively, these results suggest that impediments in Chapter 11 prevent firms from completely resetting their capital structures. We also find that firms that reported positive operating income leading up to Chapter 11 emerge faster, suggesting that it is quicker to remedy strictly financial distress than economic distress.     

The Bankruptcy Decision and Debt Contract Renegotiations

We consider the bankruptcy law and workout practices in the United States and model bankruptcy as a strategic decision. We analyze a firm's choice between liquidation under Chapter 7, renegotiation of the debt contract in a workout, and reorganization under Chapter 11 of the bankruptcy code. Our premise is that a financially distressed firm chooses its action in order to minimize the loss in value caused by the well-known over- and under-investment problems. We show that the firm initiates a workout when it faces under-investment, and commences Chapter 11 when it faces over-investment. Some of the results are: (i) in default, total firm value and equity value increase upon the announcement of a workout and decrease upon the announcement of Chapter 11; (ii) firms with shorter maturity of debt are more likely to reorganize in a workout; (iii) among the firms that renegotiate their debt contract, the proportion of firms entering Chapter 11 is higher for firms in mature industries than for firms in growth industries.     

The Bankruptcy System's Chapter 22 Recidivism Problem: How Serious is It?

This paper is adapted from the keynote address from the Eastern Finance Association's 2014 meeting in Pittsburg, Pennsylvania. We highlight a recidivism problem: about 15% of debtors who emerge as continuing entities under Chapter 11, or are acquired as part of the bankruptcy process, ultimately file for bankruptcy protection again (18.25% when considering only those firms which emerge as a continuing, independent entity). We argue that the “Chapter 22” issue should not be dismissed by the bankruptcy community just because no interested party objects during the confirmation hearing. Applying the Z”‐Score model to a large sample of Chapter 11 cases reveals highly different and significant expected survival profiles at emergence. Credible distress prediction techniques can effectively predict the future success of firms emerging from bankruptcy and be used by the bankruptcy court to assess the feasibility of the reorganization plan, a requirement mandated by the Bankruptcy Code. Branch reviews, discusses, and critiques in this follow‐up article to Altman's original thesis.     

The Bankruptcy Decision and Debt Contract Renegotiations

We consider the bankruptcy law and workout practices in theUnited States and model bankruptcy as a strategic decision.We analyze a firm's choice between liquidation under Chapter7, renegotiation of the debt contract in a workout, and reorganizationunder Chapter 11 of the bankruptcy code. Our premise is thata financially distressed firm chooses its action in order tominimize the loss in value caused by the well-known over- andunder-investment problems. We show that the firm initiates aworkout when it faces under-investment, and commences Chapter11 when it faces over-investment. Some of the results are: (i)in default, total firm value and equity value increase uponthe announcement of a workout and decrease upon the announcementof Chapter 11; (ii) firms with shorter maturity of debt aremore likely to reorganize in a workout; (iii) among the firmsthat renegotiate their debt contract, the proportion of firmsentering Chapter 11 is higher for firms in mature industriesthan for firms in growth industries.     

Capital structure,executive compensation,and investment efficiency

This paper examines how the similarity between the executive compensation leverage ratio and the firm leverage ratio affects the quality of the firm’s investment decisions. A larger leverage gap (i.e., a bigger difference between these two ratios) leads to more investment distortions. Managers with more debt-like compensation components tend to under-invest, whereas managers with larger equity-based compensation engage more in over-investment. Furthermore, investment distortion is likely to increase the equity (debt) value when compensation leverage is lower (higher) than firm leverage. These findings suggest that managers can deviate from an optimal investment policy to increase the value of their portfolio, and that a lower leverage gap can reduce agency costs.     

Debt covenant renegotiations and creditor control rights

Using a large sample of private debt renegotiations from 1996 to 2011, we report that, even in the absence of any covenant violation, debt covenants are frequently renegotiated. These renegotiations primarily relax existing restrictions and result in economically large changes in existing limits. Renegotiations of specific covenants are a response to both the distance the covenant variable is from its contractual limit and the firm?s specific operating conditions and prospects. Moreover, the borrower?s post-renegotiation investment and financial policies are strongly associated with the covenant changes resulting from the renegotiation. Overall, the findings imply that, even outside of default states, creditors have strong control rights over the borrower?s operating and financial policies, and they exercise these rights in a state contingent manner through covenant renegotiations.     

Explaining share price disparity with parameter uncertainty: Evidence from Chinese A- and H-shares

The price disparity between the A- and H-share markets for dual-listed firms in China is one of the most intriguing puzzles in the Mainland and Hong Kong financial markets. In this paper, we revisit this price disparity puzzle using the channel of parameter uncertainty. In the presence of information asymmetry and market segmentation, investors have different views on a firm’s asset volatility, and hence different valuations of the same reference firm. We estimate a structural model for equity pricing using a Bayesian approach, in which the uncertainty of investor model parameters is represented by the posterior standard deviation of the firm’s asset volatility. Our regression analysis shows that in addition to other market-based and macro factors, parameter uncertainty explains variations in price disparity.     

Corporate derivatives use and the cost of equity

We investigate the relation between derivatives use and corporations’ cost of equity capital. Using a large sample of non-financial firms, we compute and analyze (i) the relative cost of equity of firms that use derivatives and those that do not; and (ii) the change in cost of equity experienced by firms initiating derivatives programs. We find that the cost of equity of derivatives users is lower than non-users by 24-78 basis points. Our results are robust to specifications that account for potential endogeneity related to a firm’s derivatives use and capital structure decisions. We further find that the reduction in the cost of equity is attributable to both lower market beta and SMB beta, suggesting that firms use derivatives to reduce their financial distress risk and that this distress risk has a systematic component that is priced in the market. Finally, the observed reductions in the cost of equity tend to be largest for smaller firms and for firms utilizing currency and interest rate derivatives.     

Access to financing and firm growth

Why do some firms grow faster than others? Although various observed and unobserved aspects of firms have been suggested as potential drivers of firm heterogeneity, economists disagree sharply on the role of financial structure in influencing firm growth. In this paper, I use a sample of quoted and unquoted firms to show that the effect of financial structure on firm growth is statistically significant and quantitatively important. In the presence of external financing constraints, firms rely more on internal funds to finance growth, but the effect of internal financing on firm growth decreases with an increase in the firm’s access to an external bank credit facility. As the external financing constraint is alleviated, the firm relies less on internal funds and switches to external financing as the primary source of financing for its growth. This pattern of transition between internal and external financing is particularly pronounced in small unquoted firms (conditional on their survival). These results suggest a real effect of financial structure on growth via the channel of an external financing constraint.