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更多、更好的反馈:学习分析仪表板(LAD)是解决棘手问题的方法吗?

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

作者信息

Kitto Simon, Chiang H L Michelle, Ng Olivia, Cleland Jennifer

机构信息

Lee Kong Chian School of Medicine, Nanyang Technological University, HQ Building, Novena Campus, 11 Mandalay Road, Singapore, 308232, Singapore.

National Healthcare Group (NHG), Singapore, Singapore.

出版信息

Adv Health Sci Educ Theory Pract. 2025 Feb;30(1):69-85. doi: 10.1007/s10459-024-10358-8. Epub 2024 Aug 26.

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.

摘要

在卫生职业教育(HPE)与培训中,学习者长期以来对反馈的质量和数量都不满意。为了解决这一问题,大学和培训项目越来越多地利用技术进步和数据分析工具来提供反馈。学习分析仪表盘(LAD)就是这样一种教育技术,它有望通过向学习者实时提供部分或完全自动化的反馈,全面了解学生的表现。在单一平台上直观显示绩效数据,以便用户能够高效且持续地获取和处理反馈,并利用这些反馈来提高自身表现,这对用户、教育工作者和机构都极具吸引力。然而,主流文献往往对学习分析仪表盘持非理论化和工具主义的观点,这种观点不加批判地赞颂学习分析仪表盘有能力为卫生职业教育中反馈这一“棘手问题”提供“技术解决方案”。本文旨在运用米勒和罗斯的治理技术以及巴里的技术社会理论,将对学习分析仪表盘的讨论重新定位为一种并非良性物质技术的事物,在这些理论视角下,此类技术设备本质上也具有能动性和政治性。从这些理论角度审视学习分析仪表盘的目的、设计和部署,可以揭示这些教育设备如何以不同方式塑造和管理卫生职业教育学习者群体,而这反过来可能会对反馈过程产生无数意想不到的和具有讽刺意味的影响。在这篇反思文章中,我们希望鼓励卫生职业教育学者更深入且紧迫地审视学习分析仪表盘不断扩大使用的实践及其后果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5e/11925967/62e8405c3df7/10459_2024_10358_Fig1_HTML.jpg

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