More, better feedback please: are learning analytics dashboards (LAD) the solution to a wicked problem?

IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Advances in Health Sciences Education Pub Date : 2024-08-26 DOI:10.1007/s10459-024-10358-8
Simon Kitto, H L Michelle Chiang, Olivia Ng, Jennifer Cleland
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Abstract

There is a long-standing lack of learner satisfaction with quality and quantity of feedback in health professions education (HPE) and training. To address this, university and training programmes are increasingly using technological advancements and data analytic tools to provide feedback. One such educational technology is the Learning Analytic Dashboard (LAD), which holds the promise of a comprehensive view of student performance via partial or fully automated feedback delivered to learners in real time. The possibility of displaying performance data visually, on a single platform, so users can access and process feedback efficiently and constantly, and use this to improve their performance, is very attractive to users, educators and institutions. However, the mainstream literature tends to take an atheoretical and instrumentalist view of LADs, a view that uncritically celebrates the promise of LAD's capacity to provide a 'technical fix' to the 'wicked problem' of feedback in health professions education. This paper seeks to recast the discussion of LADs as something other than a benign material technology using the lenses of Miller and Rose's technologies of government and Barry's theory of Technological Societies, where such technical devices are also inherently agentic and political. An examination of the purpose, design and deployment of LADs from these theoretical perspectives can reveal how these educational devices shape and govern the HPE learner body in different ways, which in turn, may produce a myriad of unintended- and ironic- effects on the feedback process. In this Reflections article we wish to encourage health professions education scholars to examine the practices and consequences thereof of the ever-expanding use of LADs more deeply and with a sense of urgency.

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请提供更多、更好的反馈:学习分析仪表板(LAD)是解决棘手问题的办法吗?
长期以来,学员对卫生专业教育(HPE)和培训的反馈质量和数量一直不满意。为了解决这个问题,大学和培训项目越来越多地使用先进技术和数据分析工具来提供反馈。学习分析仪表板(LAD)就是这样一种教育技术,它可以通过实时向学员提供部分或全自动反馈来全面了解学员的表现。在单一平台上以可视化方式显示成绩数据的可能性对用户、教育工作者和教育机构都很有吸引力,因为用户可以高效、持续地获取和处理反馈信息,并利用这些信息提高自己的成绩。然而,主流文献倾向于从无神论和工具论的角度来看待 LAD,不加批判地赞美 LAD 能够为卫生专业教育反馈这一 "棘手问题 "提供 "技术解决方案"。本文试图从米勒和罗斯的政府技术以及巴里的技术社会理论的视角出发,将 LADs 的讨论重塑为一种良性的物质技术,而不是一种良性的技术。从这些理论视角审视学习与发展工具的目的、设计和部署,可以揭示这些教育设备如何以不同的方式塑造和管理 HPE 学习者的身体,而这反过来又可能对反馈过程产生无数意想不到和具有讽刺意味的影响。在这篇《思考》文章中,我们希望鼓励健康职业教育学者以一种紧迫感,更深入地研究不断扩大使用 LAD 的实践及其后果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.90
自引率
12.50%
发文量
86
审稿时长
>12 weeks
期刊介绍: Advances in Health Sciences Education is a forum for scholarly and state-of-the art research into all aspects of health sciences education. It will publish empirical studies as well as discussions of theoretical issues and practical implications. The primary focus of the Journal is linking theory to practice, thus priority will be given to papers that have a sound theoretical basis and strong methodology.
期刊最新文献
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