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A Model of Two-Thumb Text Entry

Scott MacKenzie, William Soukoreff


Proceedings of Graphics Interface 2002:
Calgary, Alberta, Canada,
27 – 29 May 2002, pp. 117-124

Abstract

Although text entry has been extensively studied for touch typing on standard keyboards and finger and stylus input on soft keyboards, no such work exists for two-thumb text entry on miniature Qwerty keyboards. In this paper, we propose a model for this mode of text entry. The model provides a behavioural description of the interaction as well as a predicted text entry rate in words per minute. The prediction obtained is 60.74 words per minute. The prediction is based solely on the linguistic and motor components of the task; thus, it is a peak rate for expert text entry. A detailed sensitivity analysis is included to examine the effect of changing the model's components and parameters over a broad range (+/-50% for the parameters). The model demonstrates reasonable stability – predictions remain within about 10% of the value just cited.

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