Without a cell phone you are still unreachable, so how exactly is this solving that issue?
The real problem here is that the people contacting you do not respect your desire to not be on-call 24/7. In my opinion, this lack of respect is good enough reason to not feel bad about ignoring them. Put your phone on mute and stop letting inconsiderate people push you around. Or just continue not having a phone because that works too.