Does ACT-R Model Me?

We were interested in testing Newell’s Micro Strategies hypothesis as well as assumptions made by both ACT-R and SGOMS theory using a mobile game and a predictive SGOMS-ACT-R model. The Model is designed to predict expert game play. We found in most conditions the model did predict the results, however in one condition the player employed an alternative Micro Strategy.