By what mechanism can you distinguish a decline from one cause compared to another?

I could understand if, given enough time for all of the factors involved to occilate that you could pick out a signal, but that's not the data that exists right now. Surely the only way to identify the first time instance of a cause of decline could only by accumulating a count of clear instances where the cause occurred and measuring those as a proportion of other cases.