The Well Played Journal is a forum for in-depth close readings of games that parse out the various meanings to be found in the experience of playing a game. It is a reviewed journal with CfPs for submissions that will be released on a regular basis with high-quality essays.
Rivers et al. (Sat,) studied this question.