Could implement it like this.
If you've eaten or drank recently you get very small bonuses. +5% to some skills? Or maybe something like temporary increased carry weight?
That means newbies don't suffer penalties for being new, but that eating will serve a small purpose and be significant.
Suddenly finding a cookie, meat, or fruit isn't totally pointless. And you would certainly see more water use.