A second stage of labor is considered prolonged if it lasts more than 3 hours in a nulliparous woman (first-time mother) with an epidural, more than 2 hours without an epidural, or more than 2 hours in a multiparous woman (who has given birth before) with an epidural, and more than 1 hour without an epidural.