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Clawback Provisions and Firm Risk

The Review of Corporate Finance Studies 2023 12(2), 191-239 open access
Many of the events that trigger clawback provisions are associated with risky corporate policies and variable performance outcomes. We propose and test the hypothesis that clawback provisions motivate managers to reduce firm risk. Panel ordinary least squares, general method of moments with instrumental variables, and propensity square matching models all indicate that clawback provisions decrease the volatility of stock returns. The channels that connect clawback presence to firm risk include more conservative investment and financial policies. The clawback-induced reduction in risk-taking appears to benefit shareholders on average. The gains from reduced risk-taking are larger for firms with fewer growth options, lower R&D, and prior wrongdoing.

The Effect of Private Antitrust Litigation on the Stock-Market Valuation of the Firm

American Economic Review 1995
The authors study the implications for shareholder wealth of interfirm antitrust litigation and how the costs of the dispute affect the propensity to settle. Upon filing, defendants experience significant wealth losses that are ten million dollars larger than the wealth gains of plaintiffs. Financial distress, behavioral constraints, and follow-on suits are sources of wealth leakage and influence settlement behavior. Since the threat of a monetary transfer has little power to explain either wealth effects or the likelihood of settlement, the central concern of defendants may be the potential prohibition of profitable business practices.

Structural models and endogeneity in corporate finance: The link between managerial ownership and corporate performance

Journal of Financial Economics 2012 103(1), 149-168 open access
This paper presents a parsimonious, structural model that isolates primary economic determinants of the level and dispersion of managerial ownership, firm scale, and performance and the empirical associations among them. In particular, variation across firms and through time of estimated productivity parameters for physical assets and managerial input and corresponding variation in optimal compensation contract and firm size combine to deliver the well-known hump-shaped relation between Tobin's Q and managerial ownership. To assess the effectiveness of standard econometric approaches to the endogeneity problem, we apply those remedies to panel data generated from the model. The unfortunate conclusion is that, at least in the ownership–performance context, proxy variables, fixed effects, and instrumental variables do not generally provide reliable solutions to simultaneity bias.

New Evidence on the Market for Directors: Board Membership and Pennsylvania Senate Bill 1310

Journal of Finance 2003 58(1), 197-230
We examine the relation between a board' decision to reject antitakeover provisions of Pennsylvania Senate Bill 1310 and subsequent labor market opportunities of those same board members. Compared to directors retaining all provisions, directors rejecting all protective provisions of SB1310 are three times as likely to gain additional external directorships and are 30 percent more likely to retain their internal slot on the board of that same Pennsylvania company. For external board seats, the results are driven by nonexecutive directors who are not members of the management team; for internal board seats, the results are driven by executive directors.

Performance-vesting provisions in executive compensation

Journal of Accounting and Economics 2018 66(1), 194-221
The usage of performance-vesting (p-v) equity awards to top executives in large U.S. companies has grown from 20 to 70 percent from 1998 to 2012. We measure the effects of p-v provisions on value, delta, and vega of equity-based compensation. We find large differences in the value of p-v awards reported in company disclosures versus economic value. We also find that equity-based grants continue to convey significant compensation convexity (vega) after ASC 718 (2005) and that, counter to recent claims in the literature, our analysis empirically reaffirms the presence of a causal relation between compensation convexity (vega) and firm risk.

On index investing

Journal of Financial Economics 2022 145(3), 665-683
We empirically examine the effects of index investing using predictions derived from a Grossman-Stiglitz framework. An exogenous increase in index investing leads to lower information production as measured by Google searches, EDGAR views, and analyst reports, yet price informativeness remains unchanged. These findings are consistent with an equilibrium in which investors choose to gather private information whenever it is profitable. As index investing increases, there are fewer privately-informed active investors (so overall information production drops), but the mix of investors adjusts until the returns to active investing are unchanged. As a result, passive investing does not undermine price efficiency.

Stock and Option Grants with Performance-based Vesting Provisions

Review of Financial Studies 2010 23(10), 3849-3888
We assemble a sample of 983 equity-based awards that include either an accelerated- or a contingent-vesting provision tied to firm performance and explore the frequency, contractual nature, usage, and implications of such awards. We find that performance-vesting (p-v) provisions specify meaningful performance hurdles and provide significant incentives for executives. The propensity to use p-v provisions is positively related to the arrival of a new CEO and the proportion of outsiders on the board of directors and negatively related to prior stock performance. Performance-vesting firms have significantly better subsequent operating performance than control firms. Abnormal accounting performance does not arise from earnings management or discernible differences in financial or investment policy.

Industry Tournament Incentives

Review of Financial Studies 2018 31(4), 1418-1459 open access
We empirically assess industry tournament incentives for CEOs, as measured by the compensation gap between a CEO at one firm and the highest-paid CEO among similar (industry, size) firms. We find that firm performance, firm risk, and the riskiness of firm investment and financial policies are positively associated with the external industry pay gap. The industry tournament effects are stronger when industry, firm, and executive characteristics indicate high CEO mobility and a higher probability of the aspirant executive winning. (

How Do Firms Respond to Corporate Taxes?

Journal of Accounting Research 2022 60(3), 965-1006
Using a novel empirical approach and newly available administrative data on U.S. tax filings, we estimate the corporate elasticity of taxable income, decompose the elasticity into economic responses versus other tax‐motivated “accounting” transactions, and determine how responsiveness varies depending on accounting method, firm size, and interest rate. In response to a 10% increase in the expected marginal tax rate, private U.S. firms decrease taxable income by 9.1%, which indicates a discernibly more elastic response than prevailing estimates. This response reflects a decrease in taxable income of 3.0% arising from real economic responses to a firm's scale of operations and 6.1% arising from accounting transactions via (for example) revenue and expense timing. Responsiveness to the corporate tax rate is more elastic if a firm uses cash (9.9%) rather than accrual accounting (7.4%), if the firm is small (9.9%) rather than large (8.6%), and if the firm discounts future cash flows at a lower rate.