Do promo/discount codes work?

From Robynas

My last post regarding whether or not to include freebies with orders mentioned an alternative idea to include promotional/discount codes if a shop owner was unable to or unwilling to include freebies.  This post will explore that topic a bit more to determine if this type of marketing strategy works to bring in more sales. [...]