Typing performance involves hierarchically structured control systems: At the higher level, an outer loop generates a word or a series of words to be typed; at the lower level, an inner loop activates the keystrokes comprising the word in parallel and executes them in the correct order. The present experiments examined contributions of the outer-and inner-loop processes to the control of speed and accuracy in typewriting. Experiments 1 and 2 involved discontinuous typing of single words, and Experiments 3 and 4 involved continuous typing of paragraphs. Across experiments, typists were able to trade speed for accuracy but were unable to type at rates faster than 100 ms/keystroke, implying limits to the flexibility of the underlying processes. The analyses of the component latencies and errors indicated that the majority of the trade-offs were due to inner-loop processing. The contribution of outer-loop processing to the trade-offs was small, but it resulted in large costs in error rate. Implications for strategic control of automatic processes are discussed.Keywords: motor control, hierarchical processing, speed-accuracy trade-off, skilled performance, action sequence A major issue in studies of cognitive skill concerns the ways in which skilled performance can be controlled strategically. Skill is acquired through training, and the extensive training required to attain high levels of skill makes component processes highly automatic (Anderson, 1982;Fitts, 1964;Logan, 1988;Schneider & Shiffrin, 1977); practice makes them specialized, stereotyped, and inflexible. Paradoxically, expert skills are often robust and flexible, so they can be utilized in various task contexts (MacKay, 1982). The present study addresses this paradox, asking whether automatic processes can be controlled strategically. To this end, we investigated a basic form of strategic control in cognitive performance-the trade-off between speed and accuracy. We focused on typewriting, which is one of the most prevalent skills among college students in modern society (Logan & Crump, 2011).
Hierarchical Control in Skilled TypingTypewriting is an ideal subject for investigation of skilled performance. College students typically have a semester of formal training in middle school and 10 to 11 years of experience in which they type every day (Logan & Crump, 2011). Typing is a complex skill: It involves selecting specific keys that correspond to the letters in a to-be-typed word, moving appropriate fingers to precise key locations, and executing keystrokes in the correct order. Skilled typists implement these processes rapidly without watching the fingers that they control (i.e., touch typing).Typewriting is an expression of language, and language has hierarchically nested structures: Texts contain sentences, sentences contain words, and words contain letters. Skilled typewriting involves hierarchically organized cognitive processes that address these levels of representation (Fendrick, 1937;Lashley, 1951;Logan & Crump, 2011;Shaffer, 1975;Sternberg, Knoll, &...