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The sensitivity of CEO wealth to equity risk: an analysis of the magnitude and determinants

Journal of Financial Economics 1999 53(1), 43-71 open access
To control risk-related incentive problems, equity holders are expected to manage both the convexity and slope of the relation between firm performance and managers’ wealth. I find stock options, but not common stockholdings, significantly increase the sensitivity of CEOs’ wealth to equity risk. Cross-sectionally, this sensitivity is positively related to firms’ investment opportunities. This result is consistent with managers receiving incentives to invest in risky projects when the potential loss from underinvestment in valuable risk-increasing projects is greatest. Firms’ stock-return volatility is positively related to the convexity provided to managers, suggesting convex incentive schemes influence investing and financing decisions.

How much do firms hedge with derivatives?

Journal of Financial Economics 2003 70(3), 423-461
For 234 large non-financial corporations using derivatives, we report the magnitude of their risk exposure hedged by financial derivatives. If interest rates, currency exchange rates, and commodity prices change simultaneously by three standard deviations, the median firm's derivatives portfolio, at most, generates 15 million in cash and 31 million in value. These amounts are modest relative to firm size, and operating and investing cash flows, and other benchmarks. Corporate derivatives use appears to be a small piece of non-financial firms’ overall risk profile. This suggests a need to rethink past empirical research documenting the importance of firms’ derivative use.

Have the tax benefits of debt been overestimated?

Journal of Financial Economics 2010 98(2), 195-213
We re-examine the claim that many corporations are underleveraged in that they fail to take full advantage of debt tax shields. We show prior results suggesting underleverage stems from biased estimates of tax benefits from interest deductions. We develop improved estimates of marginal tax rates using a non-parametric procedure that produces more accurate estimates of the distribution of future taxable income. We show that additional debt would provide firms with much smaller tax benefits than previously thought, and when expected distress costs and difficult-to-measure non-debt tax shields are also considered, it appears plausible that most firms have tax-efficient capital structures.

The power of the pen and executive compensation

Journal of Financial Economics 2008 88(1), 1-25
We examine the press’ role in monitoring and influencing executive compensation practice using more than 11,000 press articles about CEO compensation from 1994 to 2002. Negative press coverage is more strongly related to excess annual pay than to raw annual pay, suggesting a sophisticated approach by the media in selecting CEOs to cover. However, negative coverage is also greater for CEOs with more option exercises, suggesting the press engages in some degree of “sensationalism.” We find little evidence that firms respond to negative press coverage by decreasing excess CEO compensation or increasing CEO turnover.

Do independent directors cause improvements in firm transparency?

Journal of Financial Economics 2014 113(3), 383-403 open access
Although recent research documents a positive relation between corporate transparency and the proportion of independent directors, the direction of causality is unclear. We examine a regulatory shock that substantially increased board independence for some firms, and find that information asymmetry, and to some extent management disclosure and financial intermediation, changed at firms affected by this shock. We also examine whether these effects vary as a function of management entrenchment, information processing costs, and required changes to audit committee independence. Our results suggest that firms can alter their corporate transparency to suit the informational demands of a particular board structure.

The role of executive cash bonuses in providing individual and team incentives

Journal of Financial Economics 2019 133(2), 441-471
Given CEOs’ substantial equity portfolios, much recent literature on CEO incentives regards cash-based bonus plans as largely irrelevant, begging the question of why nearly all CEO compensation plans include such bonuses. We develop a new measure of bonus plan incentives and show that performance sensitivities are much greater than prior estimates. We also test hypotheses regarding the role of bonuses in providing executives with individualized and team incentives. We find little evidence supporting the individualized incentives hypotheses but find consistent evidence that bonus plans appear to be used to encourage mutual monitoring and to facilitate coordination across the top management team as a whole.