The main objective of this study is to demonstrate the efficacy and safety of an investigational intravenous (IV) iron, ferric carboxymaltose (FCM), compared to oral iron in subjects who have iron deficiency anemia (IDA) and have shown an unsatisfactory response to oral iron.