Taking care of elderly family members at home went away well before the recent dip in mental health and falls in line with the decline of family values. I'm personally saddened by the change, but I don't think it explains much here.

I'm guessing fewer 16-19yo have jobs mainly because school is more important now. College attendance is way up.