There are, generally, two ways to explain a phenomenon: you can either describe what or who “brought it about” or you can describe it at a deeper, more fundamental level. These two approaches have sometimes been referred to as the ‘personal cause’ and the ‘non-personal cause,’ respectively. This bifurcation traces its origins back to Aristotle who originally described four distinct types of causes. But we won’t go into that here (instead, check out my post on Aristotle and the Four Causes). For our purposes, we just need to know that there are different ways of explaining a phenomenon and they are not synonymous.
Relevant video: