the study compares effects both reported and measured.

double blind is important to not introduce "outside" influences, but it's not intended that the subject not experience what they take, quite the opposite, that's what is being measured.

If the people who took it report dizziness (aha!), but the people who took the placebo also report dizziness (doh), then that's not evidence that the drug produces dizziness.