Nice analysis! I think the effects and implications of surge go beyond UBER itself. For instance, in India, when a surge happens most of the UBER drivers tend to move away from the area. Primarily because the competitor's prices are way lower and people would just not call an UBER at all. In this case defeating the whole purpose of Surge.
Would be interesting to see other implications of Surge