Also, what are the best theories for explaining why this happened?
are you talking about why GDP became important or why growth became important? GDP is useful because it measures something which was already vitally important: how the economy is doing and it does so in one nice easy number. if it's the later i'm pretty sure there isn't really an answer since it was always thus.