The Journal of Finance

The Journal of Finance publishes leading research across all the major fields of finance. It is one of the most widely cited journals in academic finance, and in all of economics. Each of the six issues per year reaches over 8,000 academics, finance professionals, libraries, and government and financial institutions around the world. The journal is the official publication of The American Finance Association, the premier academic organization devoted to the study and promotion of knowledge about financial economics.

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Predicting Returns with Managerial Decision Variables: Is There a Small‐Sample Bias?

Published: 08/03/2006   |   DOI: 10.1111/j.1540-6261.2006.00887.x

MALCOLM BAKER, RYAN TALIAFERRO, JEFFREY WURGLER

Many studies find that aggregate managerial decision variables, such as aggregate equity issuance, predict stock or bond market returns. Recent research argues that these findings may be driven by an aggregate time‐series version of Schultz's (2003, Journal of Finance 58, 483–517) pseudo market‐timing bias. Using standard simulation techniques, we find that the bias is much too small to account for the observed predictive power of the equity share in new issues, corporate investment plans, insider trading, dividend initiations, or the maturity of corporate debt issues.