Four design principles for learner dashboards that support student agency and empowerment

独创性 代理(哲学) 仪表板 授权 学习分析 知识管理 心理学 透视图(图形) 计算机科学 教育学 数学教育 社会学 数据科学 政治学 社会心理学 社会科学 创造力 人工智能 法学
作者
Liz Bennett,Sue Folley
出处
期刊:Journal of Applied Research in Higher Education [Babeș-Bolyai University]
卷期号:12 (1): 15-26 被引量:17
标识
DOI:10.1108/jarhe-11-2018-0251
摘要

Purpose The purpose of this paper is to take a student-centred perspective to understanding the range of ways that students respond to receiving information about their learning behaviours presented on a dashboard. It identifies four principles to inform the design of dashboards which support learner agency and empowerment, features which Prinsloo and Slade (2016) suggest are central to ethical adoption of learning analytics. Design/methodology/approach The study involved semi-structured interviews with 24 final-year undergraduates to explore the students’ response to receiving dashboards that showed the students’ achievement and other learning behaviours. Findings The paper identifies four principles that should be used when designing and adopting learner dashboards to support student agency and empowerment. Research limitations/implications The study was based on a small sample of undergraduate students from the final year from one academic school. The data are based on students’ self-reporting. Practical implications The paper suggests that these four principles are guiding tenets for the design and implementation of learner dashboards in higher education. The four principles are: designs that are customisable by students; foregrounds students sense making; enables students to identify actionable insights; and dashboards are embedded into educational processes. Originality/value The paper’s originality is that it illuminates student-centred principles of learner dashboard design and adoption.

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