Seeing students at scale: How faculty in large lecture courses act upon learning analytics dashboard data

M Brown - Teaching in Higher Education, 2020 - Taylor & Francis
Despite their increasingly widespread adoption in post-secondary education, scholars and
practitioners know very little about the impact of digital data displays on instructors' sense …

Give me a customizable dashboard: Personalized learning analytics dashboards in higher education

LD Roberts, JA Howell, K Seaman - Technology, Knowledge and Learning, 2017 - Springer
With the increased capability of learning analytics in higher education, more institutions are
developing or implementing student dashboards. Despite the emergence of dashboards as …

CADA: a teacher-facing learning analytics dashboard to foster teachers' awareness of students' participation and discourse patterns in online discussions

R Kaliisa, JA Dolonen - Technology, Knowledge and Learning, 2023 - Springer
Despite the potential of learning analytics (LA) to support teachers' everyday practice, its
adoption has not been fully embraced due to the limited involvement of teachers as co …

Small data as a conversation starter for learning analytics: Exam results dashboard for first-year students in higher education

T Broos, K Verbert, G Langie, C Van Soom… - Journal of Research in …, 2017 - emerald.com
Purpose The purpose of this paper is to draw attention to the potential of “small data” to
complement research in learning analytics (LA) and to share some of the insights learned …

Teaching with analytics: Towards a situated model of instructional decision-making

AF Wise, Y Jung - Journal of Learning Analytics, 2019 - learning-analytics.info
The process of using analytic data to inform instructional decision-making is acknowledged
to be complex; however, details of how it occurs in authentic teaching contexts have not …

Exploring students' sensemaking of learning analytics dashboards: Does frame of reference make a difference?

L Lim, S Dawson, S Joksimovic, D Gašević - Proceedings of the 9th …, 2019 - dl.acm.org
Learning Analytics Dashboards (LAD) are becoming an increasingly popular way to provide
students with personalised feedback. Despite the number of LADs being developed …

Creating effective learning analytics dashboards: Lessons learnt

S Charleer, J Klerkx, E Duval, T De Laet… - Adaptive and Adaptable …, 2016 - Springer
Learning Analytics (LA) dashboards help raise student and teacher awareness regarding
learner activities. In blog-supported and inquiry-based learning courses, LA data is not …

Awareness is not enough: Pitfalls of learning analytics dashboards in the educational practice

I Jivet, M Scheffel, H Drachsler, M Specht - Data Driven Approaches in …, 2017 - Springer
It has been long argued that learning analytics has the potential to act as a “middle space”
between the learning sciences and data analytics, creating technical possibilities for …

Team interactions with learning analytics dashboards

A Zamecnik, V Kovanović, G Grossmann… - Computers & …, 2022 - Elsevier
Student-facing visualisations have attracted increased attention with recent developments in
data-driven tools to support individual and group work. Learning analytics dashboards …

Self-regulation and emotion matter: A case study of instructor interactions with a learning analytics dashboard

J Zheng, L Huang, S Li, SP Lajoie, Y Chen… - Computers & …, 2021 - Elsevier
Learning analytics (LA) is providing new methodologies that are being applied to the design
and application of dashboards to support teaching and learning. However, few studies …