A review of learning analytics dashboard research in higher education: Implications for justice, equity, diversity, and inclusion

K Williamson, R Kizilcec - LAK22: 12th international learning analytics …, 2022 - dl.acm.org
Learning analytics dashboards (LADs) are becoming more prevalent in higher education to
help students, faculty, and staff make data-informed decisions. Despite extensive research …

Applications of learning analytics in high schools: A systematic literature review

EBG Sousa, B Alexandre, R Ferreira Mello… - Frontiers in Artificial …, 2021 - frontiersin.org
Learning analytics aims to analyze data from students and learning environments to support
learning at different levels. Although learning analytics is a recent field, it reached a high …

The datafication of teaching in Higher Education: critical issues and perspectives

B Williamson, S Bayne, S Shay - Teaching in Higher Education, 2020 - Taylor & Francis
Contemporary culture is increasingly defined by data, indicators and metrics. Measures of
quantitative assessment, evaluation, performance, and comparison infuse public services …

Assembling new toolboxes of methods and theories for innovative critical research on educational technology

L Castañeda, B Williamson - Journal of New Approaches in Educational …, 2021 - Springer
The experience of the COVID-19 pandemic has brought educational technology (edtech) to
greater public attention and reinvigorated critical academic scrutiny. Many of the concerns …

Design principles for learning analytics information systems in higher education

A Nguyen, T Tuunanen, L Gardner… - European Journal of …, 2021 - Taylor & Francis
This paper reports a design science research (DSR) study that develops, demonstrates and
evaluates a set of design principles for information systems (IS) that utilise learning analytics …

Pinning for-profit? Examining elementary preservice teachers' critical analysis of online social studies resources about black history

N Rodriguez, M Brown, A Vickery - Contemporary Issues in …, 2020 - learntechlib.org
Elementary pre-and in-service educators increasingly rely on online instructional resources
to supplement their curriculum. As social studies instruction has received progressively less …

What are the risks of virtual reality data? Learning analytics, algorithmic bias and a fantasy of perfect data

M Carter, B Egliston - New media & society, 2023 - journals.sagepub.com
Virtual reality (VR) is an emerging technology with the potential to extract significantly more
data about learners and the learning process. In this article, we present an analysis of how …

More than figures on your laptop:(Dis) trustful implementation of learning analytics

YS Tsai, A Whitelock-Wainwright… - Journal of Learning …, 2021 - learning-analytics.info
The adoption of learning analytics (LA) in complex educational systems is woven into
sociocultural and technical challenges that have induced distrust in data and difficulties in …

Beyond first encounters with analytics: Questions, techniques and challenges in instructors' sensemaking

Q Li, Y Jung, A Friend Wise - LAK21: 11th international learning …, 2021 - dl.acm.org
Despite growing implementation of teacher-facing analytics in higher education, relatively
little is known about the detailed processes through which instructors make sense of …

Returning the data gaze in higher education

TL Thompson, P Prinsloo - Learning, Media and Technology, 2023 - Taylor & Francis
Learning analytics offer centralization of a particular understanding of learning, teaching,
and student support alongside data-informed insight and foresight. As such, student-related …