Citing human psychology is a sad excuse to excuse one's self from personal responsibility. You are the final arbiter of all decisions that you make. Nobody else. You are the one that is ultimately responsible.
If this were loot boxes, then maybe we'd be having a different discussion, but unless they're tricking you into something other than what is advertised, then the onus ultimately falls upon you to control your desire to purchase something.