There's always one! Modelling outlying user performance

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Publication details

Title of host publicationConference on Human Factors in Computing Systems - Proceedings
DatePublished - 2008
Pages3513-3518
Number of pages6
Original languageEnglish

Abstract

Informal analysis of many usability tests suggests that there is regularly one participant that is substantially slower than all the others. Moreover, such outliers are more extreme and more frequent than would be predicted by a normal distribution. We propose using a rational model to explain the outliers and the work described here begins to parameterise the model based on empirical data to provide accurate analyses of user performance. This prediction appears to be correct and the model begins to reflect the outlying performance. Moreover, by using an executable model, we believe that it could be used in future as an analytical tool to help designers improve usability for those users who are struggling the most.

    Research areas

  • Modelling, Outliers, Population distribution, User performance

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