Me and my wife share. Depends on the couple really some people would rather have their own some don't I guess. If you want to hide purchases I'd go separate lol
We each have our own Apple ID's to keep our iCloud accounts separate but I use my Apple ID for iTunes alone across all my devices including the wife's phone for sharing. It works great.