In other words, we can be quite confident that the large effect reported in the study is mostly or entirely just noise in the signal. But noise is just as likely to push you in the opposite direction from the real effect as it is to tell the truth. So we’re left in the dark by a result that offers plenty of statistical significance but very little confidence.
