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The effects of q and cash flow on investment in the presence of measurement error

Journal of Financial Economics 2018 128(2), 363-377
I analyze investment, q, and cash flow in a tractable stochastic model in which marginal q and average q are identically equal. I introduce classical measurement error and derive closed-form expressions for the coefficients in regressions of investment on q and cash flow. The cash-flow coefficient is positive and larger for faster growing firms, yet there are no financial frictions in the model. I develop the concepts of bivariate attenuation and weight shifting to interpret the estimated coefficients on q and cash flow in the presence of measurement error.

Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals

Journal of Labor Economics 2018 36(S1), S337-S369
We study variation in skill demands for professionals across firms and labor markets. We categorize a wide range of keywords found in job ads into 10 general skills. There is substantial variation in these skill requirements, even within narrowly defined occupations. Focusing particularly on cognitive and social skills, we find positive correlations between each skill and external measures of pay and firm performance. We also find evidence of a cognitive social skill complementarity for both outcomes. As a whole, job skills have explanatory power in pay and firm performance regressions beyond what is available in widely used labor market data.

Does it pay to treat employees well? International evidence on the value of employee-friendly culture

Journal of Corporate Finance 2018 50, 84-108
We examine the valuation impact of an employee-friendly (EF) culture. Using a sample of 3446 firms from 43 countries for the period 2003 to 2014, we show that firms with a more EF culture are valued higher and perform better (ROA, ROE). Consistent with the good governance view, the impact is stronger for firms in countries with better investor protection and for firms with better governance and lower agency costs. We further document a positive valuation associated with the enactment of laws aimed at improving parental leave policies. The impact on valuation stems from improved technical efficiency. Using various approaches, our results suggest that the impact of an EF culture on firm value is causal.

What does it take? Comparison of research standards for promotion in finance

Journal of Corporate Finance 2018 49, 379-387
Promotion decisions for professors are critical for any university and this is especially true when promotion also involves the granting of tenure. In this paper, we report the number of publications for Finance professors promoted to Associate or Full Professor at schools similar to the University of Georgia and also at the Top 10 Finance Departments. We also provide evidence on citations of the individuals' research. Our data reveal similarities in terms of the total number of articles published (between 6 and 8 for promotion to Associate Professor), the number of articles published in Finance “A” journals (about 3), and the number of citations between peer and aspirant schools. We find evidence that Associate Professors at Top 10 Departments have slightly more “A” articles and receive more citations to their work than those at lower ranked institutions. We find similar results for those promoted to Full Professor – similar publication records but with more “A” publications and citations for those in Top 10 Departments. Our paper provides up-to-date information on some of the factors considered for promotion of Finance professors. However, the much more difficult part of promotion decisions is determining the impact of past research and the potential for future contributions. In addition, teaching, service, and other departmental contributions are key to the promotion decision.

Observations on research and publishing from nineteen years as editors of the Journal of Corporate Finance

Journal of Corporate Finance 2018 49, 120-124
The authors have been editors of the Journal of Corporate Finance for nineteen years and are now stepping down. Here we offer some observations from our years as editors of the Journal. We hope they are useful to the new editors, the publisher, referees and authors. Thank you to all those who helped us in our task as editors.

Augmenting the Human Capital Earnings Equation with Measures of Where People Work

Journal of Labor Economics 2018 36(S1), S71-S97
We augment standard log earnings equations for workers in US manufacturing with variables reflecting measured and unmeasured attributes of their employer. Using panel employee-establishment data, we find that establishment-level employment, education of coworkers, capital equipment per worker, and firm-level R&D intensity affects earnings substantially. Unobserved characteristics of employers captured by employer fixed effects also contribute to the variance of log earnings, although less than unobserved characteristics of individuals captured by individual fixed effects. The observed and unobserved measures of employers mediate the effects of individual characteristics on earnings and increase earnings inequality through sorting of workers among establishments.

Financing acquisitions with earnouts

Journal of Accounting and Economics 2018 66(2-3), 374-395
We present evidence that earnout agreements in acquisition contracts provide a substantial source of financing for acquirers. Acquirers in transactions with earnouts are significantly more likely to be financially constrained, face tighter credit market conditions, and use less debt and equity to fund acquisitions. Financially constrained acquirers also book lower fair values for the contingent claim. Earnout use is more likely in transactions that involve liquid sellers, and earnout bids garner higher transaction valuation multiples. Overall, the evidence suggests that earnouts are an economically material and increasingly common source of acquisition financing for acquirers with limited access to external capital.

Strategic voting and insider ownership

Journal of Corporate Finance 2018 51, 50-71
Manager incentives are viewed as being better aligned with those of shareholders when they have an ownership stake in the firms they manage. However, manager ownership can exacerbate agency problems by better enabling managers to pass shareholder resolutions. We outline a model of strategic shareholder voting that allows outside shareholders to mitigate the influence of insiders. Consistent with our model, we find empirical support for strategic voting by outside shareholders and that strategic voting is more apparent when management-sponsored proposals are controversial or complex, when votes are close, or when other agency risks are greater.