Yea there is research into it, and you're correct

Color matters: placebo colored pills work better than white pills.

Delivery mechanism matters: placebo injections work better than pills.

Idk about price, packaging, or flavor specifically. But delivery mechanism, color, number of pills, etc I remember from a study.