I think the “not very” answer is a bit dismissive of the placebo effect. It can be quite powerful so everything has to be controlled in studies quite carefully. E.g. know that two placebo pills a day get rid of stomach ulcers faster than one placebo fill a day – that’s not a reporting error as we can see that.
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