Development of an approved learning analytics ethics position

被引:3
|
作者
Nichols, Mark [1 ]
机构
[1] Open Polytech New Zealand, Learning Design & Dev, 3 Cleary St Waterloo, Lower Hutt 5011, New Zealand
来源
OPEN LEARNING | 2024年 / 39卷 / 03期
关键词
Learning analytics; policy development; data privacy; data ethics; student data; STRATEGIES; FRAMEWORK; STUDENTS;
D O I
10.1080/02680513.2021.1986376
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Learning analytics promise significant benefit to online education providers through improved, better-targeted student services. Much has been written about the potential of analytics and how they might be technically implemented, and various ethical considerations are published highlighting the significant potential risk of gathering, manipulating and applying student data to education. Developing an ethical position provides institutions with an opportunity to critically appraise their assumptions and practice however how best to articulate one is far from clear. This case study outlines the development of an ethical framework at Open Polytechnic of New Zealand and demonstrates how international ethics guidelines for learning analytics have shaped practice and informed policy development. Four stages to developing an ethics position in education institutions were followed: 1) examining existing institutional policy, 2) categorising student data, 3) addressing ethics concerns in a structured way and 4) approving an ethics position and extending practice. The paper concludes with suggestions for those developing ethics positions for implementing learning analytics to help towards a successful outcome.
引用
收藏
页码:212 / 225
页数:14
相关论文
共 50 条
  • [1] The Questions of Ethics in Learning Analytics
    May, Madeth
    Iksal, Sebastien
    INTELLIGENT TUTORING SYSTEMS, ITS 2016, 2016, 9684 : 502 - 503
  • [2] Culture of Ethics in Adopting Learning Analytics
    Tzimas, Dimitrios
    Demetriadis, Stavros
    AUGMENTED INTELLIGENCE AND INTELLIGENT TUTORING SYSTEMS, ITS 2023, 2023, 13891 : 591 - 603
  • [3] Higher Education’s Panopticon? Learning Analytics, Ethics and Student Engagement
    Julie Wintrup
    Higher Education Policy, 2017, 30 : 87 - 103
  • [4] Higher Education's Panopticon? Learning Analytics, Ethics and Student Engagement
    Wintrup, Julie
    HIGHER EDUCATION POLICY, 2017, 30 (01) : 87 - 103
  • [5] The History and Development of Learning Analytics in Learning, Design, & Technology Field
    Ye, Dan
    TECHTRENDS, 2022, 66 (04) : 607 - 615
  • [6] Student privacy in learning analytics: An information ethics perspective
    Rubel, Alan
    Jones, Kyle M. L.
    INFORMATION SOCIETY, 2016, 32 (02) : 143 - 159
  • [7] LEARNING PERSONALISATION IN VIRTUAL LEARNING ENVIRONMENTS APPLYING LEARNING ANALYTICS
    Kurilovas, Eugenijus
    Mamcenko, Jelena
    Krikun, Irina
    9TH INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES (EDULEARN17), 2017, : 10180 - 10188
  • [8] Perspectives on the challenges of generalizability, transparency and ethics in predictive learning analytics
    Mathrani, Anuradha
    Susnjak, Teo
    Ramaswami, Gomathy
    Barczak, Andre
    COMPUTERS AND EDUCATION OPEN, 2021, 2
  • [9] Analytics to Literacies: The Development of a Learning Analytics Framework for Multiliteracies Assessment
    Dawson, Shane
    Siemens, George
    INTERNATIONAL REVIEW OF RESEARCH IN OPEN AND DISTRIBUTED LEARNING, 2014, 15 (04): : 284 - 305
  • [10] A reflective design case of practical micro-ethics in learning analytics
    Knight, Simon
    Shibani, Antonette
    Buckingham Shum, Simon
    BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY, 2023, 54 (06) : 1837 - 1857