Although not as effective as deceptive placebos. I personally suspect that the subset of people for which honest placebos work well overlaps significantly with the same subset of people who already believe "pill = good" above the expert advise of their doctors.
“This stuff is not studied to work. It is a placebo.” OP study says this can still be effective.