Fixation and Confusion: Investigating Eye-tracking Participants' Exposure to Information in Personas
- Joni Salminen,
- Bernard J. Jansen,
- Soon-Gyo Jung,
- Jisun An,
- ,
- Haewoon Kwak
- Qatar Computing Research institute
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-reviewOpen access
Publication Information
Output type
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-reviewHost publication Subtitle
CHIIR’18Original language
EnglishPages from-to (Number of pages)
Pages 110-119 (10 pages)Publication milestones
- Published - 2018
Publication status
Published - 2018
Publisher
Association for Computing Machinery, United StatesISBN (Print)
9781450349253ISBN (Electronic)
978-1-4503-4925-3/18/03Publication IDs
- Scopus: 85050508182
Host publication title
Proceedings of the 2018 Conference on Human Information Interaction & RetrievalAbstract
To more effectively convey relevant information to end users of persona profiles, we conducted a user study consisting of 29 participants engaging with three persona layout treatments. We were interested in confusion engendered by the treatments on the participants, and conducted a within-subjects study in the actual work environment, using eye-tracking and talk-aloud data collection. We coded the verbal data into classes of informativeness and confusion and correlated it with fixations and durations on the Areas of Interests recorded by the eye-tracking device. We used various analysis techniques, including Mann-Whitney, regression, and Levenshtein distance, to investigate how confused users differed from non-confused users, what information of the personas caused confusion, and what were the predictors of confusion of end users of personas. We consolidate our various findings into a confusion ratio measure, which highlights in a succinct manner the most confusing elements of the personas. Findings show that inconsistencies among the informational elements of the persona generate the most confusion, especially with the elements of images and social media quotes. The research has implications for the design of personas and related information products, such as user profiling and customer segmentation.
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Accepted author manuscript, 1.53 MB
