Knowledge that Transforms

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Trading Volume and Time Varying Betas

Review of Finance 2022 26(1), 79-116 open access
Abstract I show that increased turnover accompanies changes in stocks’ risk exposures. A one standard deviation decrease in a stock’s market beta increases turnover as much as 25%. The sensitivity of turnover to beta changes has grown over time. Market beta changes explain as much as 5% of the monthly cross-sectional variation in turnover. VAR decompositions of returns show turnover is more strongly associated with discount rate news than cash flow news. This mechanism provides a new channel for turnover combined with realized returns to predict long horizon returns and cash flow changes. Further, this mechanism can amplify many prior explored motives for trade.

Passive-Aggressive Trading: The Supply and Demand of Liquidity by Mutual Funds

Review of Finance 2022 26(5), 1145-1177 open access
Abstract Active mutual funds supply liquidity when demanding it becomes uneconomical. They tilt toward cheaper buy trades after inflows deplete their trading ideas, when trading ideas in general run low, and when they have more stocks to supply liquidity to, and their cheaper trades perform worse. Their largest trades are more likely to supply liquidity, explaining why they were not broken up. Funds perform better when they pay more for their buys and perform worse when they pay more for their sells, consistent with the implied value of the trades and the correlation between what a fund trades and what it holds.

Economic Policy Uncertainty and the Yield Curve

Review of Finance 2022 26(4), 751-797
Abstract We study the impact of economic policy uncertainty on the term structure of nominal interest rates. In a general equilibrium model populated by an uncertainty averse agent, we show that political uncertainty not only affects the yield curve and the corresponding volatility term structure but also bond risk premia carry a premium for political uncertainty. Our model simultaneously captures both the shape of the yield curve and the hump shape of yield volatilities, a stylized feature that is hard to match with a theoretical model. Our model gives rise to a set of testable predictions for which we find strong support in the data: Higher policy uncertainty leads to a significant decline in yield levels and increases bond yield volatilities. Moreover, policy uncertainty predicts future short rates and has an ambiguous effect on term premia. Finally, short (long) maturity bond risk premia respond negatively (positively) to increases in policy uncertainty.

Momentum, Reversals, and Investor Clientele

Review of Finance 2022 26(2), 217-255
Different share classes on the same firms provide a natural experiment to explore how investor clienteles affect momentum and short-term reversals. Domestic retail investors have a greater presence in Chinese A shares and foreign institutions are relatively more prevalent in B shares. These differences result from currency conversion restrictions and mandated investment quotas. We find that only B shares exhibit momentum and earnings drift and only A shares exhibit monthly reversals. Institutional ownership strengthens momentum in B shares. These patterns accord with a setting where short-term reversals (which represent inventory risk premia) prevail in a market dominated by noise traders and momentum prevails in markets where noise traders are less prevalent relative to informed investors who underreact to fundamental signals. Overall, our findings confirm that clienteles matter in generating stock return predictability from past returns.

Secondary Market Transparency and Corporate Bond Issuing Costs

Review of Finance 2022 26(1), 43-77
Abstract Mandated post-trade transparency in secondary markets lowers the cost of issuing corporate bonds. We show that costs are lower due to the mitigation of information asymmetry in the issuing process. Three pieces of evidence support this finding. First, new issues with higher information asymmetry experience relatively larger reductions in issuing costs. These bonds also experience lower reductions in trading activity than lower information asymmetry bonds, so liquidity cannot explain these results. Second, when a larger fraction of trades in comparable bonds are made post-trade transparent, new issue pricing improves. This holds when conditioning on expected bond liquidity. Third, transparency raises prices in the secondary market, but not by as much as it does for newly issued bonds.

Going Bankrupt in China

Review of Finance 2022 26(3), 449-486
Abstract Using a new case-level dataset, we document a set of stylized facts on bankruptcy in China and study how the staggered introduction of specialized courts across Chinese cities affected insolvency resolution and the local economy. For identification, we compare bankruptcy cases handled by specialized versus traditional civil courts within the same city and filed in the same year. We find that specialized courts decrease case duration by 36% relative to traditional civil courts. We provide evidence consistent with court specialization increasing efficiency via selection of better trained judges and higher judicial independence from local politicians. We document that cities introducing specialized courts experience a relative reallocation of employment out of zombie firms-intensive sectors, as well as faster firm entry and a larger increase in average capital productivity.