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Termination Risk, Multiple Managers and Mutual Fund Tournaments

Review of Finance 2003 7(2), 161-190
This study analyzes the risk-taking behavior of mutual funds in response to their relative performance over the 1992 to 1999 period. Our results show that managers of funds whose performance is closer to that of the top performing funds have greater incentives to increase their portfolios' risk than managers at the top who exhibit a tendency to lock in their positions. The evidence suggests that termination risk imposes a constraint on the risk taking behavior of underperforming fund managers and the winner takes all phenomenon generates a strong incentive for the fund managers to be the top manager. We also analyze the difference in the risk taking behavior of funds managed by multiple managers and single managers.

Managerial Attributes and Executive Compensation

Review of Financial Studies 2012 25(1), 144-186
[We study the role of firm-and manager-specific heterogeneities in executive compensation. We decompose the variation in executive compensation and find that time-invariant firm and, especially, manager fixed effects explain a majority of the variation in executive pay. We then show that in many settings, it is important to include fixed effects to mitigate potential omitted variable bias. Furthermore, we find that compensation fixed effects are significantly correlated with management styles (i.e., manager fixed effects in corporate policies). Finally, the method used in the article has a number of potential applications in financial economics.]

Corporate precautionary cash holdings

Journal of Corporate Finance 2007 13(1), 43-57
This paper models the precautionary motive for a firm's cash holdings. A two-period investment model shows that the cash holdings of financially constrained firms are sensitive to cash flow volatility because financial constraints create an intertemporal trade-off between current and future investments. When future cash flow risk cannot be fully diversifiable, this intertemporal trade-off gives constrained firms the incentives of precautionary savings: they increase their cash holdings in response to increases in cash flow volatility. However, there is no systematic relationship between cash holdings and cash flow volatility for unconstrained firms. We test the empirical implications of our theory using quarterly information from a sample of U.S. publicly traded companies from 1997 to 2002, and find that the empirical evidence supports our theory.

Bankruptcy and the Cost of Organized Labor: Evidence from Union Elections

Review of Financial Studies 2018 31(3), 980-1013
Unionized workers are entitled to special treatment in bankruptcy court that can be detrimental to other corporate stakeholders, with unsecured creditors standing to lose the most. Using data on union elections, we employ a regression discontinuity design to identify the effect of worker unionization on bondholders in bankruptcy states. Closely won union elections lead to significant bond value losses, especially when firms approach bankruptcy, have underfunded pension plans, and operate in non-RTW law states. Unionization is associated with longer, more convoluted, and costlier bankruptcy court proceedings. Unions depress bondholders’ recovery values as they are assigned seats on creditors’ committees.

A further look at household portfolio choice and health status

Journal of Banking & Finance 2006 30(4), 1201-1217
This paper investigates the effect of changes in health status on household financial wealth and financial portfolio choice. It is shown that the impact of health events on household financial and non-financial wealth is asymmetric. A diagnosis of a new disease leads to a larger decrease in financial wealth than in non-financial wealth. Moreover, we find that the puzzle pertaining to the relationship between health status and portfolio choice discussed in the extant literature generally disappears after controlling for differences in the amount of financial assets held by healthy and sick people. The results suggest that the effect of changes in health status on household financial portfolios is indirect. A health shock significantly reduces household total financial wealth, in turn leading households to restructure the composition of their financial assets.

Technology spillovers and corporate cash holdings

Journal of Financial Economics 2015 115(3), 558-573 open access
This study examines the effect of technology spillovers on firms׳ cash holdings. It finds that firms facing greater technology spillovers hold higher cash balances. This effect is more pronounced among financially constrained firms and for firms that are likely to benefit more from diffused technology, e.g., those that have newer patents, are more profitable, and face better growth opportunities. The spillover impact remains strong when product market competition and own-firm innovations are accounted for. Overall, our study identifies technology spillovers as an important factor in determining corporate cash policy.

Endogenous liquidity in credit derivatives

Journal of Financial Economics 2012 103(3), 611-631
We study the determination of liquidity provision in the single-name credit default swap (CDS) market as measured by the number of distinct dealers providing quotes. We find that liquidity is concentrated among large obligors and those near the investment-grade/speculative-grade cutoff. Consistent with endogenous liquidity provision by informed financial institutions, more liquidity is associated with obligors for which there is a greater information flow from the CDS market to the stock market ahead of major credit events. Furthermore, the level of information heterogeneity plays an important role in how liquidity provision responds to transaction demand and how liquidity is priced into the CDS premium.

The market for corporate control and the cost of debt

Journal of Financial Economics 2009 93(3), 505-524
How do bondholders view the existence of an open market for corporate control? Between 1985 and 1991, 30 states in the U.S. enacted business combination (BC) laws, raising the cost of corporate takeovers. Relying on these exogenous events, we estimate the influence of the market for corporate control on the cost of debt. We identify different channels through which an open market for corporate control can benefit or harm bondholders: a reduction in managerial slack or the “quiet life,” resulting in higher profitability and firm value; a coinsurance effect, in which firms become less risky after being acquired; and an increasing leverage effect, in which bondholder wealth is expropriated through leverage-increasing takeovers. Consistent with the first two mechanisms, we find that the cost of debt rose after the passage of the BC laws; moreover, it rose sharply for firms in non-competitive industries, and for firms rated speculative-grade. In contrast, there is virtually no effect for firms in competitive industries, or firms rated investment-grade.

Bank loan contracting and corporate diversification: Does organizational structure matter to lenders?

Journal of Financial Intermediation 2015 24(2), 252-282
This paper investigates the effect of corporate diversification on the pricing of bank-loan contracts. We find that diversified firms have significantly lower loan rates than comparable focused firms, and we find no evidence that diversified firms are subject to more restrictive non-price contract terms pertaining to maturity, collateral requirements, and covenant restrictions. We show that the effect of diversification on the cost of a bank loan is channeled primarily through coinsurance in investment opportunities and cash flows and that the effect is nonlinear: as the extent of corporate diversification grows, the cost-reduction benefit of diversification decreases. Our results indicate that the organizational structure of the firm can alleviate its external financing constraints and that it has an important bearing on the firm’s financing capacity.

Financial development, bank discrimination and trade credit

Journal of Banking & Finance 2007 31(2), 513-530
Non-state owned firms in China grow tremendously with limited support from banks. This provides a unique setting to test how firms in a country with poorly developed financial institutions fund their prosperous growth opportunities. This paper compares the use of an important non-formal financial channel, trade credit, between state and non-state owned firms in China. We find that, compared to state owned firms, non-state owned firms use more trade credit. We further show that this higher usage is primarily for financing rather than transactional purposes. The results suggest that, in a country with a poorly developed formal financial sector, firms can support their growth through non-formal financial channels that largely rely on implicit contractual relation.