This paper presents a dynamical theory of organizational learning that explicitly accounts for both the introduction of new routines into the manufacturing process i>and improvements in the selection of which procedures to follow. Besides producing a power law of organizational learning with a rate that depends on the effectiveness of the decision procedure, the theory also accounts for observed anomalies characterized by price increases with cumulative output.