I think there are numerous factors that contribute to the decline:

The Expensive Price but not solely because of the cost. For around the same or less (SRT 4 or WRX) Or a little more (EVO - STi) you can purchase a vehicle with same or more potential that the civic.

A byproduct of Advance Engineering has yielded less power gains for your dollar with these vehicles.

just to elaborate.