Isn't it more likely that economic inequality is the primary cause?
The broader problem definitely has to do with inequality, but this slice of it is surprising and really probably doesn't relate to that.
You generally can't pay rent with a CC and if rent goes up but income doesn't, then I could see people using CC to make ends meet.
Of course for some, overconsumption is the culprit, but I doubt it is for most people.