One thing to consider: a game may be popular simply _because_ it''s popular. The same applies to movies, sports, languages (programming ones or not), etc.

The question of "why did it become popular" remains, but the answer to that question is often related to other things than quality (marketing hype, unrepeatable historic circumstances, etc.).