It is common for conclusions of empirical studies to depend on multiple significant outcomes. This practice may seem reasonable, but it has some unintended effects. In particular, the compound Type I error rate (the likelihood concluding that an effect exists when does not) can be much lower than individual studies. in itself not a problem since low desirable. However, there also accompanying d...