Double blind technique should eliminate a lot of these confounders, eg if you don’t know whether or not you’ve received the vaccine, your behavior presumably wo

Double blind technique should eliminate a lot of these confounders, eg if you don’t know whether or not you’ve received the vaccine, your behavior presumably wouldn’t change much. However that is admittedly harder with the MRNA vaccines since most people have some mild side effects after the second dose.