The effect of using entry-level keyboards in improving user-adaptability to new keyboards: Case of the Central-Bantu keyboards

Thokozani Chimkono , Amelia Taylor , Eunice Mphako-Banda , Pascal Kishindo
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Abstract

Current trends in keyboard design show that QWERTY-similarity is a key factor for high user-adaptability keyboard design. This design approach has the challenge that the higher the similarity the lower the text-entry rate for the optimized keyboard. This article reports on the findings of an empirical study which we conducted on QWERTY-users to measure the effect of using an entry-level keyboard in improving user-ability to adapt to a new keyboard. The study used two Central-Bantu physical keyboards (entry-level: with high QWERTY-similarity, and advanced-level: with low similarity) which we had designed in an earlier study. The empirical study obtained learning-curves of the Advanced-level keyboard, of a 12-participant group which was first introduced to an entry-level keyboard, against a control-group of similar size, in a longitudinal study design. A two-sample t-test on the empirical results showed that the entry-level approach caused a marginally significant text-entry-rate improvement of 9.4% with p < .09. A two-sample U-test on word-error rates indicated a non-significant improvement of 8.4%. Our study has shown that the use of entry keyboards is an effective strategy in improving keyboard user-adaptability.

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使用入门级键盘对提高用户对新键盘的适应性的影响:以中央班图键盘为例
键盘设计的当前趋势表明,QWERTY相似性是高用户适应性键盘设计的关键因素。这种设计方法具有的挑战是相似性越高,优化键盘的文本输入率就越低。本文报告了我们对QWERTY用户进行的一项实证研究的结果,该研究旨在衡量使用入门级键盘对提高用户适应新键盘的能力的影响。该研究使用了我们在早期研究中设计的两个Central Bantu物理键盘(入门级:QWERTY相似度高,高级:相似度低)。在一项纵向研究设计中,实证研究获得了一个12名参与者组的高级键盘学习曲线,该组首次被引入入门级键盘,而对照组的大小相似。对实证结果的两样本t检验显示,入门级方法导致9.4%的文本输入率略有显著提高,p<。09.对单词错误率的两个样本的U型检验表明,8.4%的错误率没有显著改善。我们的研究表明,使用输入键盘是提高键盘用户适应性的有效策略。
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