The Data Detective: Ten Easy Rules to Make Sense of Statistics

by Tim Harford

The problems are obvious. Five percent is an arbitrary cutoff point—why not 6 percent, or 4 percent?—and it encourages us to think in black-and-white, pass-or-fail terms, instead of embracing degrees of uncertainty.