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The rapid automatic naming (RAN) task has been widely used in studies of reading acquisition and found to be reliably related to reading achievement. This study addressed the basis for this observed relation, providing new empirical evidence and an analysis of the RAN task within a computational model of word recognition in reading (Seidenberg & McClelland, 1989). The contributions of RAN, verbal ability, and phonological awareness to the prediction of phonological and orthographic skills from the 1st to the 2nd grade were examined. Both RAN (digits and letters) and phoneme awareness accounted for independent variance in later reading scores, even when vocabulary and prior reading skill were entered 1st in the regression analysis. RAN was a stronger predictor than phoneme awareness for 3 tasks in which orthographic information is critical (orthographic choice, word-likeness judgment, and exception …