Are runs scored due to passed balls considered earned?

No, runs scored due to passed balls are generally not considered earned runs. An earned run is defined as a run that scores as a direct result of a batter reaching base without the benefit of an error or a passed ball. Therefore, if a runner scores due to a passed ball, that run is classified as unearned.