What happens with your bags if you're flying on one airline and then switch to another one?

I'm specifically talking about deals you get from orbitz.com I see some flights that have a segment on say United, and then a segment with Alaska air. do I have to go get my bags and then check them again, or do I pick them up at my final destination?