The January effect is a challenge to the efficient markets hypothesis. A reasonably bold version of that hypothesis is that you can't beat the market without inside information. All publicly available information—including corporate accounts, price history, and what month of the year it is—is already taken into account in the market price. A rule that says "buy on Dec. 31 and sell on Jan. 31" just shouldn't yield spectacular returns. Yet it has.