Investor Inattention and the Market Impact of Summary Statistics

In this paper we identify a unique series of recurring stale information releases and show that the aggregate markets respond to its release. The macroeconomic series -- the U.S. Index of Leading Economic Indicators (LEI) -- is released monthly and constructed as a summary statistic of previously released inputs. We show that a front-running strategy that trades S&P500 futures in the direction of the announcement a day before its release and then trades in the opposite direction of the announcement following its release generates an average annual return of close to 8%. These patterns are more pronounced for high beta stocks, for stocks that are more difficult to arbitrage, and during times when investors' sensitivity to firm-specific stale information is high. Treasury futures exhibit similar, albeit less pronounced, price patterns. Other measures of information arrival, such as price volatility and volume, spike following the release. These empirical findings suggest that some investors are inattentive to the stale nature of the information included in the LEI releases, instead interpreting it as new information, and thereby causing temporary yet significant mispricing.