The datafication of student engagement and children's digital rights

IF 4.1 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Chris Zomer
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Abstract

In this commentary paper, I will introduce the concept of engagement data. I define engagement data as the digital metrics, calculations and visualisations that are deemed to give an insight into students’ on-task behaviour, their participation, their perceived capacity to pay attention, or their (technical) interactions with an educational platform. These kinds of data are common in Learning Management Systems and learning content platforms on which schools increasingly rely. The categories of engagement data discussed in this paper include time spent on-task, task completion, contribution, and biometric data. Besides conceptualising engagement data, this paper invites both scholars and educators to reflect critically on the datafication of engagement. I will argue that engagement data only offer a limited, quantified idea of student engagement and that this has far-reaching implications for children's digital rights. Children's behavioural data is harvested without their explicit consent or knowledge. These engagement data then become prescriptive constructs used for monitoring and accountability purposes, ignoring children's voice in relation to their own (dis)engagement.

学生参与和儿童数字权利的数据化
在这篇评论文章中,我将介绍参与数据的概念。我将 "参与数据 "定义为数字度量、计算和可视化数据,这些数据被认为可以让人深入了解学生的任务行为、参与情况、注意力感知能力或他们与教育平台的(技术)互动情况。这类数据在学校日益依赖的学习管理系统和学习内容平台中很常见。本文讨论的参与数据类别包括任务花费时间、任务完成情况、贡献和生物识别数据。除了将参与度数据概念化,本文还邀请学者和教育工作者对参与度数据化进行批判性反思。我将论证,参与数据只提供了学生参与的有限量化概念,这对儿童的数字权利具有深远影响。儿童的行为数据是在未经其明确同意或不知情的情况下被收集的。然后,这些参与数据就成了用于监控和问责目的的规范性建构,忽视了儿童对自身(不)参与的发言权。
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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