I'm not trying to vilify smartphones in general, After all the advancement of smartphone technology have had numerous beneficial consequences from spill-over effects like advancement in compute power, optics, Internet penetration, Secure communication etc.
But I wanted to point out what I think is the root cause of smartphone addiction and I don't think a small population switching to dumb phones can address that.