דילוג לניווט ראשי דילוג לחיפוש דילוג לתוכן הראשי

Measuring Digital Literacy with Eye Tracking: An examination of skills and performance based on user gaze

פרסום מחקרי: פרק בספר / בדוח / בכנספרסום בספר כנסביקורת עמיתים

3 ציטוטים ‏(Scopus)

תקציר

Digital inequality has been intensively studied in recent decades, due to the considerable social significance of this phenomenon. Research has struggled with finding quality and profound ways to measure digital literacy of people from different social groups, due to the dynamic character of digital technology, which results in ever-changing, nuanced types of digital inequality. This study proposes an innovative method for examining how users approach and accomplish digital tasks by introducing eye tracking for measuring user scan patterns, gaze and attention during completion of tasks. Eye tracking as a measurement of attention and focus reflects the processes that occur while users are performing required tasks, and therefore may be a useful tool to comprehend digital literacy. We apply this innovative methodology in a repeated measures observation study of digital skills of low-skilled participants in a computer introductory course. 19 participants were requested to perform several online tasks before and after completing the course. The paper describes the results, which demonstrate that although participants' skills have improved, the improvement is manifest in basic, trivial uses, while advance uses, such as understanding of efficient searching, or using the Internet in sophisticated ways as an environmental resource supporting one's situational awareness, are only slightly improved, as data based on tracking user gaze and mouse movements reveals.

שפה מקוריתאנגלית
כותר פרסום המארחWebSci 2021 - Proceedings of the 13th ACM Web Science Conference
עמודים21-28
מספר עמודים8
מסת"ב (אלקטרוני)9781450383301
מזהי עצם דיגיטלי (DOIs)
סטטוס פרסוםפורסם - 21 יוני 2021
אירוע13th ACM Web Science Conference, WebSci 2021 - Virtual, Online, בריטניה
משך הזמן: 21 יוני 202125 יוני 2021

סדרות פרסומים

שםACM International Conference Proceeding Series

כנס

כנס13th ACM Web Science Conference, WebSci 2021
מדינה/אזורבריטניה
עירVirtual, Online
תקופה21/06/2125/06/21

טביעת אצבע

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