Yes it does matter. Anyone who is bitten, quickly dies and turns. As evidenced by them cutting off Hershal's leg (and Rick's hand in the comic) to save him.
The show is fundamentally flawed. However, it still doesn't touch the king of plot holes and ludicrous non-sense: Burn Notice.