Kate Gregory has sage words on being smart enough (and confident enough!) to know when to quit an approach.
You shouldn't ever be afraid to admit you were wrong. What you should be afraid of is not bailing out of a dead-end approach. Even better, you shouldn't be afraid to bail early rather than later.