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Shaping Expectations and Coordinating Attention: The Unintended Consequences of FOMC Press Conferences

Journal of Financial and Quantitative Analysis 2019 54(6), 2327-2353
In an effort to increase transparency, the chair of the Federal Reserve now holds a press conference (PC) following some, but not all, Federal Open Market Committee (FOMC) announcements. Evidence from financial markets shows that investors lower their expectations of important decisions on days without PCs and that these announcements convey less price-relevant information. Correspondingly, we show that investors pay more attention to upcoming announcements with PCs. This coordination of attention can reduce welfare in models of the social value of public information. Consistent with theories of investor attention, the market risk premium is larger on days with PCs.

Operating Leverage, Profitability, and Capital Structure

Journal of Financial and Quantitative Analysis 2019 54(1), 369-392
Operating leverage increases profitability and reduces optimal financial leverage. Thus, operating leverage generates a negative relation between profitability and financial leverage that is thought to be inconsistent with the trade-off theory but is commonly observed in the data. We demonstrate the effect of operating leverage on firms’ profitability and financial leverage, as well as on the empirical relation between profitability and financial leverage, by using China’s entry into the World Trade Organization in 2001 and its effect on the capital–labor ratio of U.S. firms.

Factor Structure in Commodity Futures Return and Volatility

Journal of Financial and Quantitative Analysis 2019 54(3), 1083-1115 open access
We uncover stylized facts of commodity futures’ price and volatility dynamics in the post-financialization period and find a factor structure in daily commodity volatility that is much stronger than the factor structure in returns. The common factor in commodity volatility relates to stock market volatility as well as to the business cycle. Model-free realized commodity betas with the stock market were high during 2008–2010 but have since returned to the pre-crisis level, close to 0. While commodity markets appear segmented from the equity market when considering only returns, commodity volatility indicates a nontrivial degree of market integration.

Anticipatory Traders and Trading Speed

Journal of Financial and Quantitative Analysis 2019 54(2), 729-758
We examine whether speed is an important characteristic of traders who anticipate local price trends. These anticipatory participants correctly trade prior to the overall market and systematically act before other participants. They use manual and algorithmic order entry methods, but most are not fast enough to be high frequency traders (HFTs). Those anticipating price trends have impacts as if they are informed traders, while the case for anticipatory participants affecting the volume of other traders is rejected. A follow-up sample shows significant attrition in accounts and difficulty maintaining the anticipatory strategies. To identify anticipatory traders, we devise novel methods to isolate local price trends using order book data from the West Texas Intermediate (WTI) crude oil futures market.

Dead Hand Proxy Puts and Hedge Fund Activism

Journal of Financial and Quantitative Analysis 2019 54(4), 1615-1642
We investigate the Dead Hand Proxy Put, a contractual innovation in corporate debt agreements that may impact hedge fund activism. We find the provision principally in loans, not bonds, and provide evidence linking the adoption of the provision to hedge fund activism. Furthermore, controlling for endogeneity, we find that the provision significantly reduces the cost of loans. Bondholder wealth also increases. Moreover, cross-sectional analysis of share returns reveals that the provision is positively associated with repeat banking relationships and negatively associated with free cash flow problems, suggesting a cost-benefit tradeoff.

Do Unlisted Targets Sell at Discounts?

Journal of Financial and Quantitative Analysis 2019 54(3), 1371-1401
Academic literature, practitioners, courts, and regulators routinely assert that both private and subsidiary targets sell at discounts relative to public targets. However, the empirical evidence to support this conclusion is thin. Our work alters the methodology from prior research to avoid biases due to both one-sided sample truncation and Jensen’s inequality. Following these changes, we find no evidence that unlisted targets sell at discounts. Our results hold under a number of different approaches and after controlling for known determinants of acquisition pricing.

New Evidence on Conditional Factor Models

Journal of Financial and Quantitative Analysis 2019 54(5), 1975-2016 open access
We estimate conditional multifactor models over a large cross section of stock returns matching 25 CAPM anomalies. Using conditioning information associated with different instruments improves the performance of the Hou, Xue, and Zhang (HXZ) (2015) and Fama and French (FF) (2015), (2016) models. The largest increase in performance holds for momentum, investment, and intangibles-based anomalies. Yet, there are significant differences in the performance of scaled models: HXZ clearly dominates FF in explaining momentum and profitability anomalies, while the converse holds for value–growth anomalies. Thus, the asset pricing implications of alternative investment and profitability factors (in a conditional setting) differ in a nontrivial way.

Financial versus Strategic Buyers

Journal of Financial and Quantitative Analysis 2019 54(6), 2635-2661
This article introduces the impact of debt misvaluation on merger and acquisition activity. We show the potential for debt misvaluation to help explain the shifting dominance of financial acquirers (private equity firms) relative to strategic acquirers (operating companies). Fundamental differences in governance and project coinsurance between the two types of acquirer would interact with debt misvaluation, resulting in variation in how assets are owned that depends on debt market conditions. We find support for our theory in merger data using a novel measure of debt misvaluation.

Can Strong Corporate Governance Selectively Mitigate the Negative Influence of “Special Interest” Shareholder Activists? Evidence from the Labor Market for Directors

Journal of Financial and Quantitative Analysis 2019 54(4), 1573-1614
Union and public pension funds, the most prolific institutional activists employing low-cost targeting methods, are often accused of pursuing private benefits. Extant literature finds that unions representing workers, as stakeholders, are not aligned with shareholders. Limiting shareholder power may mitigate “special interest” activism but can also exacerbate managerial agency problems. In two different settings, majority approved and withdrawn shareholder proposals, we examine and find supportive evidence that the director labor market as a corporate governance mechanism can selectively mitigate the negative influence that conflicted stakeholder-shareholder union funds have over firms without stifling all influence of low-cost activists.

CEOs and the Product Market: When Are Powerful CEOs Beneficial?

Journal of Financial and Quantitative Analysis 2019 54(6), 2295-2326
We examine whether industry product market conditions are important in assessing the benefits and costs of chief executive officer (CEO) power. We find that firms are more likely to have powerful CEOs in high demand product markets where firms are facing entry threats. In these markets, investors react favorably to announcements granting more power to CEOs, and CEO power is associated with higher market value, sales growth, investment, advertising, and the introduction of more new products. Our results remain significant when addressing the endogeneity of CEO power by instrumenting CEO power with past non-CEO executive and director sudden deaths.