In addition, augmented trait scores, based on information from other trait scores, were also analyzed. The added value of all trait score variants was evaluated by comparing the ability to predict a particular trait score on one task from either the same trait score on the other task or the e-rater score on the other task. Results supported the use of trait scores and are discussed in terms of their contribution to the construct validity of e-rater as an alternative essay scoring method.