Please read the excellent popular science book "Cure: A Journey into the Science of Mind Over Body" by author/journalist Jo Marchant. It gives an excellent overview of all things placebo related.
ps. the answer to your question seems to be "quite a lot".
ps. the answer to your question seems to be "quite a lot".