For the Starcraft watcher/spectator's counterpart of the article, there is the University of Washington Starcraft spectators study: http://jeffhuang.com/Final_StarcraftSpectator_CHI11.pdf

They explain the many types of people that watch Starcraft, and that Starcraft games are fun to watch because of "Information Asymmetry"