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Liquidity Risk and the Credit Crunch of 2007–2008: Evidence from Micro-Level Data on Mortgage Loan Applications

Journal of Financial and Quantitative Analysis 2016 51(6), 1795-1822 open access
Recent empirical studies have shown that during the financial crisis of 2007–2008, banks that were more heavily exposed to liquidity risk contracted their supply of credit more sharply. I contribute to the identification of this effect by relying on the use of micro-level data on U.S. mortgage loan applications, which allows me to identify liquidity risk as an important determinant of the contraction of credit in the mortgage market but as separate from the precipitous fall in credit demand, disruptions in the securitization and subprime markets, shifts in asset risk, and changing risk aversion among loan officers.

Time-Varying Liquidity and Momentum Profits

Journal of Financial and Quantitative Analysis 2016 51(6), 1897-1923
A basic intuition is that arbitrage is easier when markets are most liquid. Surprisingly, we find that momentum profits are markedly larger in liquid market states. This finding is not explained by variation in liquidity risk, time-varying exposure to risk factors, or changes in macroeconomic condition, cross-sectional return dispersion, and investor sentiment. The predictive performance of aggregate market illiquidity for momentum profits uniformly exceeds that of market return and market volatility states. While momentum strategies have been unconditionally unprofitable in the United States, in Japan, and in the Eurozone countries in the last decade, they are substantial following liquid market states.

Risk, Uncertainty, and Expected Returns

Journal of Financial and Quantitative Analysis 2016 51(3), 707-735 open access
A conditional asset pricing model with risk and uncertainty implies that the time-varying exposures of equity portfolios to the market and uncertainty factors carry positive risk premiums. The empirical results from the size, book-to-market, momentum, and industry portfolios indicate that the conditional covariances of equity portfolios with market and uncertainty predict the time-series and cross-sectional variation in stock returns. We find that equity portfolios that are highly correlated with economic uncertainty proxied by the variance risk premium (VRP) carry a significant, annualized 8 percent premium relative to portfolios that are minimally correlated with VRP.

Gambling Preferences, Options Markets, and Volatility

Journal of Financial and Quantitative Analysis 2016 51(2), 515-540 open access
Abstract This study examines whether the gambling behavior of investors affects volume and volatility in financial markets. Focusing on the options market, we find that the ratio of call option volume relative to total option volume is greatest for stocks with return distributions that resemble lotteries. Consistent with the theoretical predictions of Stein (1987), we demonstrate that gambling-motivated trading in the options market influences future spot price volatility. These results not only identify a link between lottery preferences in the stock market and the options market, but they also suggest that lottery preferences can lead to destabilized stock prices.

Bank Skin in the Game and Loan Contract Design: Evidence from Covenant-Lite Loans

Journal of Financial and Quantitative Analysis 2016 51(3), 839-873
Abstract In a model of dual-agency problems where borrower–lender and bank–nonbank incentives may conflict, we predict a hockey stick relation between bank skin in the game and covenant tightness. As bank participation declines, covenant tightness increases until reaching a low threshold, at which point the relation sharply reverses and covenant protection is removed with a commensurate increase in spread. We find support for the hockey stick relation with bank’s stake in covenant-lite loans averaging 8% (0% median). We also find that covenant-lite loans are more likely when borrower moral hazard is less severe and when bank relationship rents are high.

Does Information-Processing Cost Affect Firm-Specific Information Acquisition? Evidence from XBRL Adoption

Journal of Financial and Quantitative Analysis 2016 51(2), 435-462
Abstract We examine how information-processing cost affects investors’ acquisition of firm-specific information using a natural experiment resulting from a recent mandate requiring U.S. firms to adopt eXtensible Business Reporting Language (XBRL) when submitting filings to the U.S. Securities and Exchange Commission (SEC). XBRL filings make financial data standardized, tagged, and machine readable. We find that XBRL adoption reduces firms’ stock return synchronicity. The reduction in synchronicity mainly applies to filings under the mandatory program as opposed to the voluntary program. Furthermore, such an effect is more pronounced for opaque and complex firms. Finally, we find that XBRL adoption also reduces price delay.

The Price of Street Friends: Social Networks, Informed Trading, and Shareholder Costs

Journal of Financial and Quantitative Analysis 2016 51(3), 801-837
Abstract Recent studies suggest the transfer of privileged information via social ties but do not explicitly examine the cost of these ties to shareholders. We document a significant positive relation between stock transaction costs and a company’s social ties to the investment community. Social ties based on education and leisure activities, stronger ties, and ties to individuals responsible for trading have greater effects. Using investment connection deaths as natural experiments, we document that exogenous severance of ties reduces trading costs and trading activities by connected parties. Our evidence illustrates an important and previously undocumented consequence of social ties.

The Role of Mutual Funds in Corporate Governance: Evidence from Mutual Funds’ Proxy Voting and Trading Behavior

Journal of Financial and Quantitative Analysis 2016 51(2), 489-513
Abstract This paper examines mutual fund families’ proxy voting records to analyze their choices between voting against management (“voice”) and voting with their feet (“exit”). Even though proxy voting is particularly conducive to governance through voice rather than exit, we provide evidence that both exit and voice are important governance mechanisms when Institutional Shareholder Services recommends voting against management. Funds with smaller ownership blocks and shorter investment horizons are more likely to exit, and funds are more likely to exit small, liquid firms with greater insider ownership.

CEO Narcissism and the Takeover Process: From Private Initiation to Deal Completion

Journal of Financial and Quantitative Analysis 2016 51(1), 113-137
Abstract Chief executive officer (CEO) narcissism affects the takeover process. Acquirer shareholders react less favorably to a takeover announcement when the target CEO is more narcissistic. Narcissistic acquiring CEOs negotiate faster. They are also marginally more likely to initiate deals. Acquirer CEO narcissism and target CEO narcissism are associated with a lower probability of deal completion and reduce the likelihood that the target CEO will be employed by the merged firm. Our findings highlight the importance of both acquirer and target CEO psychological characteristics throughout the takeover process.

Inside Debt and Bank Risk

Journal of Financial and Quantitative Analysis 2016 51(2), 359-385 open access
Abstract Inside debt compensation held by top officers of U.S. banks is negatively related to risk and risk taking. The evidence reveals a robust and strongly negative relation between end-of-2006 inside debt and 2007–2009 bank-specific risk exposures in terms of lost stock market value, volatility, tail risk, and the probability of financial distress. Banks with managers having large inside debt holdings are also characterized by better-quality assets, more conservative balance sheet management, and a stronger tendency toward traditional banking activities. The results suggest that debt-based compensation limits bank risk and risk taking by encouraging more conservative decision making.