For that field of expertise, that must mean Piled Higher and Deeper...
Bathrooms are usually laid out according to probable usage.
There is a code to do this. For example, you would not try to achieve parity if the vast majority of the end users are either men or women.
And no, they are not laid out to make women walk further. Usually they are done so that they can utilize a plumbing riser.