As someone who dealt with shin splints for years, a good running shoe is definitely worth it. Once I found shoes that fit my feet properly I never had to deal with them again.
Pro-tip: I highly recommend Altra Torin shoes for anyone like me, who has wide feet but narrow ankles (or as my family calls them, tennis racket feet)