Direct manipulation involves a large number of interacting psychological mechanisms that make the performance of a given interface hard to predict on intuitive or informal grounds. This paper applies cognitive modeling to explain the subtle effects produced by using a keypad versus a touchscreen in a performance-critical laboratory task. Keywords Direct manipulation, cognitive modeling
David E. Kieras, David Meyer, James A. Ballas