Learning analytics at the intersections of student trust, disclosure and benefit

Sharon Slade, P. Prinsloo, Mohammad Khalil
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引用次数: 70

Abstract

Evidence suggests that individuals are often willing to exchange personal data for (real or perceived) benefits. Such an exchange may be impacted by their trust in a particular context and their (real or perceived) control over their data. Students remain concerned about the scope and detail of surveillance of their learning behavior, their privacy, their control over what data are collected, the purpose of the collection, and the implications of any analysis. Questions arise as to the extent to which students are aware of the benefits and risks inherent in the exchange of their data, and whether they are willing to exchange personal data for more effective and supported learning experiences. This study reports on the views of entry level students at the Open University (OU) in 2018. The primary aim is to explore differences between stated attitudes to privacy and their online behaviors, and whether these same attitudes extend to their university's uses of their (personal) data. The analysis indicates, inter alia, that there is no obvious relationship between how often students are online or their awareness of/concerns about privacy issues in online contexts and what they actually do to protect themselves. Significantly though, the findings indicate that students overwhelmingly have an inherent trust in their university to use their data appropriately and ethically. Based on the findings, we outline a number of issues for consideration by higher education institutions, such as the need for transparency (of purpose and scope), the provision of some element of student control, and an acknowledgment of the exchange value of information in the nexus of the privacy calculus.
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在学生信任、信息披露和利益的交叉点学习分析
有证据表明,个人通常愿意交换个人数据以换取(实际的或感知的)利益。这种交换可能会受到他们在特定上下文中的信任以及他们对数据的(实际或感知的)控制的影响。学生们仍然关心监视他们学习行为的范围和细节,他们的隐私,他们对收集数据的控制,收集的目的,以及任何分析的含义。学生在多大程度上意识到交换其数据所固有的利益和风险,以及他们是否愿意交换个人数据以获得更有效和更有支持的学习体验,这些问题都出现了。本研究报告了2018年开放大学(OU)入门级学生的观点。研究的主要目的是探索他们对隐私的态度和他们的网络行为之间的差异,以及这些态度是否会延伸到他们的大学对他们(个人)数据的使用。分析表明,除其他外,学生上网的频率或他们对网络环境中隐私问题的意识/担忧与他们实际采取的保护自己的措施之间没有明显的关系。然而,值得注意的是,调查结果表明,绝大多数学生对他们的大学有一种内在的信任,相信他们的大学会恰当地、合乎道德地使用他们的数据。基于这些发现,我们概述了高等教育机构需要考虑的一些问题,例如对透明度(目的和范围)的需求,提供学生控制的某些元素,以及在隐私计算的关系中承认信息的交换价值。
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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