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When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks

Journal of Finance 2011 66(1), 35-65 open access
Previous research uses negative word counts to measure the tone of a text. We show that word lists developed for other disciplines misclassify common words in financial text. In a large sample of 10‐Ks during 1994 to 2008, almost three‐fourths of the words identified as negative by the widely used Harvard Dictionary are words typically not considered negative in financial contexts. We develop an alternative negative word list, along with five other word lists, that better reflect tone in financial text. We link the word lists to 10‐K filing returns, trading volume, return volatility, fraud, material weakness, and unexpected earnings.

Are All Inside Directors the Same? Evidence from the External Directorship Market

Journal of Finance 2011 66(3), 823-872
Agency theory and optimal contracting theory posit opposing roles and shareholder wealth effects for corporate inside directors. We evaluate these theories using the market for outside directorships to differentiate among inside directors. Firms with inside directors holding outside directorships have better operating performance and market‐to‐book ratios, especially when monitoring is more difficult. These firms make better acquisition decisions, have greater cash holdings, and overstate earnings less often. Announcements of outside board appointments improve shareholder wealth, while departure announcements reduce it, consistent with these inside directors improving board performance and outside directorships being an important source of inside director incentives.

The Decision to Privatize: Finance and Politics

Journal of Finance 2011 66(1), 241-269 open access
We investigate the influence of political and financial factors on the decision to privatize government‐owned firms. The results show that profitable firms and firms with a lower wage bill are likely to be privatized early. We find that the government delays privatization in regions where the governing party faces more competition from opposition parties. The results also suggest that political patronage is important as no firm located in the home state of the minister in charge is ever privatized. Using political variables as an instrument for the privatization decision, we find that privatization has a positive impact on firm performance.

A Unified Theory of Tobin's q, Corporate Investment, Financing, and Risk Management

Journal of Finance 2011 66(5), 1545-1578 open access
We propose a model of dynamic investment, financing, and risk management for financially constrained firms. The model highlights the central importance of the endogenous marginal value of liquidity (cash and credit line) for corporate decisions. Our three main results are: (1) investment depends on the ratio of marginal q to the marginal value of liquidity, and the relation between investment and marginal q changes with the marginal source of funding; (2) optimal external financing and payout are characterized by an endogenous double‐barrier policy for the firm's cash‐capital ratio; and (3) liquidity management and derivatives hedging are complementary risk management tools.