Knowledge that Transforms

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Low‐Risk Anomalies?

Journal of Finance 2020 75(5), 2673-2718 open access
This paper shows that low‐risk anomalies in the capital asset pricing model and in traditional factor models arise when investors require compensation for coskewness risk. Empirically, we find that option‐implied ex ante skewness is strongly related to ex post residual coskewness, which allows us to construct coskewness factor‐mimicking portfolios. Controlling for skewness renders the alphas of betting‐against‐beta and betting‐against‐volatility insignificant. We also show that the returns of beta‐ and volatility‐sorted portfolios are driven largely by a single principal component, which in turn is explained largely by skewness.

How Does Credit Supply Expansion Affect the Real Economy? The Productive Capacity and Household Demand Channels

Journal of Finance 2020 75(2), 949-994 open access
Credit supply expansion can affect an economy by increasing productive capacity or by boosting household demand. In this study, we develop a test to determine if the household demand channel is present, and we implement the test using both a natural experiment in the United States in the 1980s and an international panel of 56 countries over the last several decades. Consistent with the importance of the household demand channel, we find that credit supply expansion boosts nontradable sector employment and the price of nontradable goods, with limited effects on tradable sector employment. Such credit expansions amplify the business cycle and lead to more severe recessions.

Price and Probability: Decomposing the Takeover Effects of Anti‐Takeover Provisions

Journal of Finance 2020 75(5), 2591-2629 open access
We study the effects of anti‐takeover provisions (ATPs) on the takeover probability, the takeover premium, and target selection. Voting to remove an ATP increases both the takeover probability and the takeover premium, that is, there is no evidence of a trade‐off between premiums and takeover probabilities. We provide causal estimates based on shareholder proposals to remove ATPs and address the endogenous selection of targets through bounding techniques. The positive premium effect in less protected firms is driven by better bidder‐target matching and merger synergies.

Words Speak Louder without Actions

Journal of Finance 2020 75(1), 91-131 open access
Information and control rights are central aspects of leadership, management, and corporate governance. This paper studies a principal‐agent model that features both communication and intervention as alternative means to exert influence. The main result shows that a principal's power to intervene in an agent's decision limits the ability of the principal to effectively communicate her private information. The perverse effect of intervention on communication can harm the principal, especially when the cost of intervention is low or the underlying agency problem is severe. These novel results are applied to managerial leadership, corporate boards, private equity, and shareholder activism.

The Mismatch Between Mutual Fund Scale and Skill

Journal of Finance 2020 75(5), 2555-2589
I demonstrate that skill and scale are mismatched among actively managed equity mutual funds. Many mutual fund investors confuse the effects of fund exposures to common systematic factors with managerial skill when allocating capital among funds. Active mutual funds with positive factor‐related past returns thus accumulate assets to the point that they significantly underperform. I also show that the negative aggregate benchmark‐adjusted performance of active equity mutual funds is driven mainly by these oversized funds.

Stock Market Returns and Consumption

Journal of Finance 2020 75(6), 3175-3219 open access
This paper employs Swedish data on households' stock holdings to investigate how consumption responds to changes in stock market returns. We instrument the actual capital gains and dividend payments with past portfolio weights. Unrealized capital gains lead to a marginal propensity to consume of 23% for the bottom 50% of the wealth distribution and about 3% for the top 30% of the wealth distribution. Household consumption is significantly more responsive to dividend payouts across all parts of the wealth distribution. Our findings are consistent with households treating capital gains and dividends as separate sources of income.

Pledgeability, Industry Liquidity, and Financing Cycles

Journal of Finance 2020 75(1), 419-461
Why do firms choose high debt when they anticipate high valuations, and underperform subsequently? We propose a theory of financing cycles where the importance of creditors’ control rights over cash flows (“pledgeability”) varies with industry liquidity. The market allows firms take on more debt when they anticipate higher future liquidity. However, both high anticipated liquidity and the resulting high debt limit their incentives to enhance pledgeability. This has prolonged adverse effects in a downturn. Because these effects are hard to contract upon, higher anticipated liquidity can also reduce a firm's current access to finance.

Star Ratings and the Incentives of Mutual Funds

Journal of Finance 2020 75(3), 1715-1765
We propose a theory of reputation to explain how investors rationally respond to mutual fund star ratings. A fund's performance is determined by its information advantage, which can be acquired but decays stochastically. Investors form beliefs about whether the fund is informed based on its past performance. We refer to such beliefs as fund reputation, which determines fund flows. As performance changes continuously, equilibrium fund reputation may take discrete values only and thus can be labeled with stars. Star upgrades thus imply reputation jumps, leading to discrete increases in flows and expected performance, although stars do not provide new information.

Option Profit and Loss Attribution and Pricing: A New Framework

Journal of Finance 2020 75(4), 2271-2316
This paper develops a new top‐down valuation framework that links the pricing of an option investment to its daily profit and loss attribution. The framework uses the Black‐Merton‐Scholes option pricing formula to attribute the short‐term option investment risk to variation in the underlying security price and the option's implied volatility. Taking risk‐neutral expectation and demanding no dynamic arbitrage result in a pricing relation that links an option's fair implied volatility level to the underlying volatility level with corrections for the implied volatility's own expected direction of movement, its variance, and its covariance with the underlying security return.

Every Cloud Has a Silver Lining: Fast Trading, Microwave Connectivity, and Trading Costs

Journal of Finance 2020 75(6), 2899-2927
Modern markets are characterized by speed differentials, with some traders being fractions of a second faster than others. Theoretical models suggest that such differentials may have both positive and negative effects on liquidity and gains from trade. We examine these effects by studying a series of exogenous weather episodes that temporarily remove the speed advantages of the fastest traders by disrupting their microwave networks. The disruptions are associated with lower adverse selection and lower trading costs. In additional analysis, we show that the long‐term removal of speed differentials results in similar effects and also increases gains from trade.