[fitshipit]

It's like all statistical tests -- it works really well (provably well) when the assumptions it requires hold. However, it's usually impossible to know if those assumptions hold without holding the desired answer in the first place. That's why nonparametric tests are so popular (not saying they have much to do with the article at hand, but people are definitely willing to get less definitive results in exchange for making fewer assumptions).