用眼动追踪测量数字素养:基于用户注视的技能和表现研究

IF 2.4 3区 管理学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Nili Steinfeld, Azi Lev-On, Hama Abu-Kishk
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引用次数: 0

摘要

目的本研究提出了一种创新方法,通过整合眼动跟踪技术来分析用户在执行数字任务时的行为。通过测量用户在完成任务过程中的扫描模式、注视和注意力,作者获得了有关用户完成这些任务的方法和执行情况的宝贵见解。在这项研究中,作者进行了一项观察性研究,主要评估参加计算机入门课程的水平有限的个人的数字技能。研究结果研究结果表明,参与者的技能有了显著提高,尤其是在基本和简单应用方面。然而,在更复杂的应用方面,如掌握高效的搜索技术或利用互联网增强态势感知方面,学员的进步却微乎其微。 原创性/价值近几十年来,鉴于数字不平等问题对社会的重大影响,人们对这一问题进行了广泛的研究。本文介绍了一种旨在分析数字不平等问题的新型工具,并随后利用该工具评估了 "LEHAVA "计划的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring digital literacy with eye tracking: an examination of skills and performance based on user gaze

Purpose

This study presents an innovative approach to analyzing user behavior when performing digital tasks by integrating eye-tracking technology. Through the measurement of user scan patterns, gaze and attention during task completion, the authors gain valuable insights into users' approaches and execution of these tasks.

Design/methodology/approach

In this research, the authors conducted an observational study that centered on assessing the digital skills of individuals with limited proficiency who enrolled in a computer introductory course. A group of 19 participants were tasked with completing various online assignments both before and after completing the course.

Findings

The study findings indicate a significant improvement in participants' skills, particularly in basic and straightforward applications. However, advancements in more sophisticated utilization, such as mastering efficient search techniques or harnessing the Internet for enhanced situational awareness, demonstrate only marginal enhancement.

Originality/value

In recent decades, extensive research has been conducted on the issue of digital inequality, given its significant societal implications. This paper introduces a novel tool designed to analyze digital inequalities and subsequently employs it to evaluate the effectiveness of “LEHAVA,” the largest government-sponsored program aimed at mitigating these disparities in Israel.

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来源期刊
Aslib Journal of Information Management
Aslib Journal of Information Management COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
5.30
自引率
19.20%
发文量
79
期刊介绍: Aslib Journal of Information Management covers a broad range of issues in the field, including economic, behavioural, social, ethical, technological, international, business-related, political and management-orientated factors. Contributors are encouraged to spell out the practical implications of their work. Aslib Journal of Information Management Areas of interest include topics such as social media, data protection, search engines, information retrieval, digital libraries, information behaviour, intellectual property and copyright, information industry, digital repositories and information policy and governance.
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