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Skilled Labor Risk and Corporate Policies

The Review of Corporate Finance Studies 2021 10(3), 437-472 open access
We measure U.S. listed companies’ skilled labor risk—that is, the potential failure in attracting and retaining skilled labor, by the intensity of discussions on this issue in 10-K filings. We show that this measure effectively captures firm risk due to the mobility of skilled labor. We find that an increase from the 25th to the 75th percentile in the skilled labor risk would increase the skilled labor wage by 22% (or $15,593) and also lead to higher equity-based incentive pay. The skilled labor risk also interacts with other corporate policies such as financial leverage, cash holdings, and M&As. (JEL G30, G32, G34, H20, J20, J24, J40, J41) Received September 28, 2020; editorial decision March 12, 2021 by Editor Andrew Ellul.

Tolerance for Failure and Corporate Innovation

Review of Financial Studies 2014 27(1), 211-255
Based on a sample of venture capital (VC)-backed IPO firms, we examine whether tolerance for failure spurs corporate innovation. We develop a novel measure of VC investors' failure tolerance by examining their willingness to continue investing in underperforming ventures. We find that IPO firms backed by more failure-tolerant VC investors are significantly more innovative and VC failure tolerance is particularly important for ventures that are subject to high failure risk. We show that these results are not driven by endogenous matching between failure-tolerant VC firms and start-ups with high ex ante innovative potential. We also examine the determinants of the cross-sectional heterogeneity in a VC firm's failure tolerance. We find that both capital constraints and career concerns can negatively distort a VC firm's failure tolerance. Less experienced VC firms are more exposed to these distortions, making them less failure tolerant than are more established VC firms. The Author 2011. Published by Oxford University Press on behalf of The Society for Financial Studies. All rights reserved. For Permissions, please e-mail: [email protected]., Oxford University Press.

Tolerance for Failure and Corporate Innovation

Review of Financial Studies 2014 27(1), 211-255
Based on a sample of venture capital (VC)-backed IPO firms, we examine whether tolerance for failure spurs corporate innovation. We develop a novel measure of VC investors' failure tolerance by examining their willingness to continue investing in underperforming ventures. We find that IPO firms backed by more failure-tolerant VC investors are significantly more innovative and VC failure tolerance is particularly important for ventures that are subject to high failure risk. We show that these results are not driven by endogenous matching between failure-tolerant VC firms and start-ups with high ex ante innovative potential. We also examine the determinants of the cross-sectional heterogeneity in a VC firm's failure tolerance. We find that both capital constraints and career concerns can negatively distort a VC firm's failure tolerance. Less experienced VC firms are more exposed to these distortions, making them less failure tolerant than are more established VC firms.

Industry informational interactions and corporate fraud

Journal of Corporate Finance 2021 69, 102024
We examine three information channels through which product market interactions in an industry can affect firms' incentives to misreport financial information to investors. We find that lower product market sensitivity to individual firms' information and greater use of relative performance evaluation encourage the commission of financial fraud. Industry structures that give rise to less collection of information about individual firms decrease the probability of fraud detection and increase the probability of fraud commission. We also examine dynamic effects of fraud. Our results suggest that, in fragmented industries, fraud can amplify cyclical fluctuations in the real economy.

CEO Investment Cycles

Review of Financial Studies 2016 29(11), 2955-2999
This paper documents the existence of a CEO investment cycle, in which disinvestment decreases over a CEO's tenure, while investment increases, leading to "cyclical" firm growth in assets and employment. The estimated variation in investment rate over the CEO investment cycle is of the same order of magnitude as the differences caused by business cycles or financial constraints. Results from a number of tests generally support the view that the investment cycle is caused by agency problems, leading to increasing investment quantity and decreasing investment quality over time as the CEO gains more control over his board.

Learning About CEO Ability and Stock Return Volatility

Review of Financial Studies 2015 28(6), 1623-1666
Consistent with predictions from a stylized Bayesian learning model stock return volatility declines with CEO tenure in a convex manner, even for CEOs whose appointments occur for exogenous reasons. The decline is faster when there is higher uncertainty about the CEO's ability when there is more transparency about the firm's prospects, and when CEO ability is more important in value creation. We quantify the importance of uncertainty about CEO ability relative to the firm's fundamental cash flow uncertainty in contributing to stock return volatility, highlighting the importance of management in creating value.

Public Attention to Gender Equality and Board Gender Diversity

Journal of Financial and Quantitative Analysis 2023 58(2), 485-511 open access
We document that heightened public attention to gender equality is associated with an increase in board gender diversity. Improvements in diversity are more pronounced in firms with a corporate culture that is already sympathetic to gender equality. When public attention to gender equality increases, firms reach out to a larger pool of women, such as women without industry experience or outside their network, but female director appointments do not appear to be dilutive of the board’s skills. Instead, we observe less reliance on connections for director appointments and a decrease in the propensity to appoint connected men.

Why do firms go dark? Causes and economic consequences of voluntary SEC deregistrations

Journal of Accounting and Economics 2008 45(2-3), 181-208
We examine a comprehensive sample of going-dark deregistrations where companies cease SEC reporting, but continue to trade publicly. We document a spike in going dark that is largely attributable to the Sarbanes–Oxley Act. Firms experience large negative abnormal returns when going dark. We find that many firms go dark due to poor future prospects, distress and increased compliance costs after SOX. But we also find evidence suggesting that controlling insiders take their firms dark to protect private control benefits and decrease outside scrutiny, particularly when governance and investor protection are weak. Finally, we show that going dark and going private are distinct economic events.

Corporate Scandals and Household Stock Market Participation

Journal of Finance 2016 71(6), 2591-2636
We show that, after the revelation of corporate fraud in a state, household stock market participation in that state decreases. Households decrease holdings in fraudulent as well as nonfraudulent firms, even if they do not hold stocks in fraudulent firms. Within a state, households with more lifetime experience of corporate fraud hold less equity. Following the exogenous increase in fraud revelation due to Arthur Andersen's demise, states with more Arthur Andersen clients experience a larger decrease in stock market participation. We provide evidence that the documented effect is likely to reflect a loss of trust in the stock market.

Corporate Risk Culture

Journal of Financial and Quantitative Analysis 2017 52(6), 2327-2367
We examine the formation and evolution of corporate risk culture, that is, the preferences toward risk and uncertainty shared by a firm’s leaders, as well as its effect on corporate policies. We document persistent commonality in risk attitudes inside firms, which arises through the selection of leaders with similar preferences and is rooted in the founders’ risk attitudes. Changes in corporate risk culture over time affect corporate investment policies, whereas cross-sectional differences in founders’ risk attitudes, that is, firms’ initial risk culture, contribute to differences across firms in persistent firm policies, such as research and development intensity.