They do work, some angles are better than others. I really like the reflective tape on the rims though, enough that I junked the reflectors. Much more effective from more extreme angles, though not that great from the side unless you have Deep V style rims and not fairly flat like mine.
Those reflective bands you wear probably help quite a bit. Movement gets noticed.