There is no Oldhave in Lancashire. I suspect your family was from Oldham. Can't help you with the US records, but someone on the Lancashire board or mailing list (LancsGen - see
http://lists.rootsweb.ancestry.com/index/intl/ENG/LANCSGEN.h...) will definitely be able to point you in the right direction for Lancashire records.
Good luck!