When local causes are more explanatorily useful

Madole & Harden plead for better integration of causal knowledge of different depths to understand complex human traits. Classically, local causes - a particular type of shallow causes - are considered less useful than more generalisable causes, giving a false impression that the latter causes are more useful and desirable. Using a simple example, I show that sometimes the contrary is true.