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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-review

Open access

Publication Information

Output type

Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-review

Host publication Subtitle

CHIIR’18

Original language

English

Pages from-to (Number of pages)

Pages 110-119 (10 pages)

Publication milestones

  • Published - 2018

Publication status

Published - 2018

Publisher

Association for Computing Machinery, United States
9781450349253

ISBN (Electronic)

978-1-4503-4925-3/18/03

Publication IDs

  • Scopus: 85050508182

Host publication title

Proceedings of the 2018 Conference on Human Information Interaction & Retrieval

Abstract

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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