It is a problem even when it comes to aesthetics. Turning up the whitespace 300% makes things worse, it's not even just a subjective design choice.
The problem is precisely what you say: UI """designers""" don't make evidence-based decisons and don't do research or look for user feedback, they simply go with whatever they subjectively think best.