If you read the sports pages of a newspaper, you know that there are two ways to find out how your team fared in its last game.

There is the story, a narrative of several hundred words, or the box score, a statistical account of the game. While both provide similar information, their approach is entirely different and sports fans prefer one or the other.

It's essentially the same for companies delivering quarterly earnings and the accompanying press release and conference ...