Wearables for tracking mental state in the classroom: ethical considerations from the literature and high school students.

IF 1.5 Q3 ERGONOMICS
Frontiers in neuroergonomics Pub Date : 2025-05-13 eCollection Date: 2025-01-01 DOI:10.3389/fnrgo.2025.1536781
Anke Snoek, Anne-Marie Brouwer, Ivo V Stuldreher, Pim Haselager, Dorothee Horstkötter
{"title":"Wearables for tracking mental state in the classroom: ethical considerations from the literature and high school students.","authors":"Anke Snoek, Anne-Marie Brouwer, Ivo V Stuldreher, Pim Haselager, Dorothee Horstkötter","doi":"10.3389/fnrgo.2025.1536781","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Educational practice increasingly makes use of technology to improve teaching and learning. New wearable technology is being developed that measures mental states like attention and stress, through neurophysiological signals like electroencephalography (EEG), electrodermal activity (EDA) and heart rate. However, little is known about the ethical aspects of this technology.</p><p><strong>Methodology: </strong>We provide an overview of current ethical considerations on such wearable technologies in classroom settings and analyze these critically. We distinguished three ethical angles to analyze new technologies: epistemic, principle-based, and Foucauldian. We focus on a Foucauldian analysis, outlining how such technologies affect power relationships and self-understanding, but also which responses people develop to evade power. In addition, a focus group of high school students was set up to identify young people's views on such wearable technology and to initiate a reflection on the theory-based ethical considerations.</p><p><strong>Results: </strong>Our study shows that although wearables may provide information on learning and attention, and even though possible users are enthusiastic about the potential, there are several risks of applying such technologies in educational settings. These risks concern governance and surveillance, normalization and exclusion, placing technology before pedagogy, stimulating neoliberal values and quantified self-understanding, and possible negative impact on identity for those who think they are outside of the norm. High school students highlighted that people are not only subjected to new technologies, but also subject these technologies to their own goals.</p><p><strong>Discussion: </strong>We end with a discussion on the perils of implementing new technologies, and provide an alternative to prohibition in the form of co-creating and educating. Any potential future implementation of mental state tracking technology is to be accompanied by normative discussions on legitimate aims, on rights, interests and needs of both pupils, teachers, and educational institutions, taking broader debates on what should count as a good pedagogical climate into account.</p>","PeriodicalId":517413,"journal":{"name":"Frontiers in neuroergonomics","volume":"6 ","pages":"1536781"},"PeriodicalIF":1.5000,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12106337/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in neuroergonomics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fnrgo.2025.1536781","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ERGONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Educational practice increasingly makes use of technology to improve teaching and learning. New wearable technology is being developed that measures mental states like attention and stress, through neurophysiological signals like electroencephalography (EEG), electrodermal activity (EDA) and heart rate. However, little is known about the ethical aspects of this technology.

Methodology: We provide an overview of current ethical considerations on such wearable technologies in classroom settings and analyze these critically. We distinguished three ethical angles to analyze new technologies: epistemic, principle-based, and Foucauldian. We focus on a Foucauldian analysis, outlining how such technologies affect power relationships and self-understanding, but also which responses people develop to evade power. In addition, a focus group of high school students was set up to identify young people's views on such wearable technology and to initiate a reflection on the theory-based ethical considerations.

Results: Our study shows that although wearables may provide information on learning and attention, and even though possible users are enthusiastic about the potential, there are several risks of applying such technologies in educational settings. These risks concern governance and surveillance, normalization and exclusion, placing technology before pedagogy, stimulating neoliberal values and quantified self-understanding, and possible negative impact on identity for those who think they are outside of the norm. High school students highlighted that people are not only subjected to new technologies, but also subject these technologies to their own goals.

Discussion: We end with a discussion on the perils of implementing new technologies, and provide an alternative to prohibition in the form of co-creating and educating. Any potential future implementation of mental state tracking technology is to be accompanied by normative discussions on legitimate aims, on rights, interests and needs of both pupils, teachers, and educational institutions, taking broader debates on what should count as a good pedagogical climate into account.

可穿戴设备在课堂上跟踪精神状态:来自文学和高中生的伦理考虑。
导言:教育实践越来越多地利用技术来改善教与学。新的可穿戴技术正在开发中,它可以通过脑电图(EEG)、皮电活动(EDA)和心率等神经生理信号来测量注意力和压力等精神状态。然而,人们对这项技术的伦理方面知之甚少。方法:我们概述了当前课堂环境中对此类可穿戴技术的伦理考虑,并对其进行批判性分析。我们区分了三个伦理角度来分析新技术:认识论的、基于原则的和福柯式的。我们着重于福柯式的分析,概述了这些技术如何影响权力关系和自我理解,以及人们为逃避权力而产生的反应。此外,还建立了一个高中生焦点小组,以确定年轻人对这种可穿戴技术的看法,并开始反思基于理论的伦理考虑。结果:我们的研究表明,尽管可穿戴设备可以提供有关学习和注意力的信息,即使潜在用户对其潜力充满热情,但在教育环境中应用此类技术存在一些风险。这些风险涉及治理和监督,正常化和排斥,将技术置于教育之前,刺激新自由主义价值观和量化的自我理解,以及对那些认为自己在规范之外的人的身份可能产生的负面影响。高中生强调,人们不仅受到新技术的影响,而且还将这些技术置于自己的目标之下。讨论:我们最后讨论了实施新技术的危险,并以共同创造和教育的形式提供了禁止的替代方案。任何潜在的精神状态跟踪技术的未来实施都必须伴随着关于合法目标、学生、教师和教育机构的权利、利益和需求的规范性讨论,并考虑到关于什么应该被视为一个良好的教学环境的更广泛的辩论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信