I just thought of something regarding the elderly being prone to becoming victimized by phone/online scammers. Many of these older people grew up in an era of relatively high trust (at least much higher than what we have now). The idea that you cannot trust someone to be sincere may not come across some of these people.

Not saying mental decline is not a major factor too, but I think that the lack of awareness a low trust society plays a more significant role.