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The “CAPS” Prediction System and Stock Market Returns

Review of Finance 2016 20(4), 1363-1381 open access
Abstract We study approximately 5.0 million stock picks submitted by individual users to the “CAPS” website run by the Motley Fool company (www.caps.fool.com). These picks prove to be surprisingly informative about future stock prices. Shorting stocks with a disproportionate number of negative picks and buying stocks with a disproportionate number of positive picks yields a return of over 12% per annum over the sample period. Negative picks mostly drive these results; they strongly predict future stock price declines. Returns to positive picks are statistically indistinguishable from the market. A Fama–French decomposition suggests that stock-picking rather than style factors largely produced these results.

Are Some Mutual Fund Managers Better Than Others? Cross‐Sectional Patterns in Behavior and Performance

Journal of Finance 1999 54(3), 875-899
We examine whether mutual fund performance is related to characteristics of fund managers that may indicate ability, knowledge, or effort. In particular, we study the relationship between performance and the manager's age, the average composite SAT score at the manager's undergraduate institution, and whether the manager has an MBA. Although the raw data suggest striking return differences between managers with different characteristics, most of these can be explained by behavioral differences between managers and by selection biases. After adjusting for these, some performance differences remain. In particular, managers who attended higher‐SAT undergraduate institutions have systematically higher risk‐adjusted excess returns.

Risk Taking by Mutual Funds as a Response to Incentives

Journal of Political Economy 1997 105(6), 1167-1200
This paper examines a potential agency conflict between mutual fund investors and mutual fund companies. Investors would like the fund company to use its judgment to maximize risk-adjusted fund returns, the fund company has an incentive to increase the inflow of investments. The authors estimate the shape of the flow-performance relationship for a sample of growth and growth and income funds observed over the 1982-92 period. The shape creates incentives for fund managers to alter the riskiness of their portfolios. Examining portfolio holdings, the authors find that risk levels are changed toward the end of the year in a manner consistent with these incentives. Copyright 1997 by the University of Chicago.

Why Don't Prices Rise During Periods of Peak Demand? Evidence from Scanner Data

American Economic Review 2003 93(1), 15-37
We examine retail and wholesale prices for a large supermarket chain over seven and one-half years. We find that prices fall on average during seasonal demand peaks for a product, largely due to changes in retail margins. Retail margins for specific goods fall during peak demand periods for that good, even if these periods do not coincide with aggregate demand peaks for the retailer. This is consistent with “loss-leader” models of retailer competition. Models stressing cyclical demand elasticities or cyclical firm conduct are less consistent with our findings. Manufacturer behavior plays a limited role in the countercyclicality of prices.

Promotional Reviews: An Empirical Investigation of Online Review Manipulation

American Economic Review 2014 104(8), 2421-2455
Firms' incentives to manufacture biased user reviews impede review usefulness. We examine the differences in reviews for a given hotel between two sites: Expedia.com (only a customer can post a review) and TripAdvisor.com (anyone can post). We argue that the net gains from promotional reviewing are highest for independent hotels with single-unit owners and lowest for branded chain hotels with multiunit owners. We demonstrate that the hotel neighbors of hotels with a high incentive to fake have more negative reviews on TripAdvisor relative to Expedia; hotels with a high incentive to fake have more positive reviews on TripAdvisor relative to Expedia. (JEL L15, L83, M31)

The Value of Flexible Work: Evidence from Uber Drivers

Journal of Political Economy 2019 127(6), 2735-2794
Technology has facilitated new, nontraditional work arrangements, including the ride-sharing company Uber. Uber drivers provide rides anytime they choose. Using data on hourly earnings and driving, we document driver utilization of this real-time flexibility. We propose that the value of flexibility can be measured as deriving from time variation in the drivers' reservation wage. Measuring time variation in drivers' reservation wages allows us to estimate the surplus and labor supply implications of Uber relative to alternative, less-flexible work arrangements. Despite other drawbacks to the Uber arrangement, we estimate that Uber drivers earn more than twice the surplus they would in less-flexible arrangements.