When I haggle in any country: I almost always bid half of what they ask and go from there; unless the ask is unusually low or high. I also have a max price in mind.
As for taxis in Negril, as Bnewb said, I have a set price during the day. At night, I'll budge if it looks like I might be stuck for a while.