Decadence is slightly more apt but not precisely what you are tilting towards, but it lacks the sense of historicism. Declinism is probably overly derogatory.
Discussion
I don't mind it being derogatory - I'm no fan of the impulse. But... Yeah I guess something more clinical would work better