Learning analytics messages: Impact of grade, sender, comparative information and message style on student affect and academic resilience

JA Howell, LD Roberts, VO Mancini - Computers in Human Behavior, 2018 - Elsevier
Learning analytics enable automated feedback to students through dashboards, reports and
alerts. The underlying untested assumption is that providing analytics will be sufficient to …

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 …

Elements of Success: Supporting at-risk student resilience through learning analytics

JE Russell, A Smith, R Larsen - Computers & Education, 2020 - Elsevier
Strategies that incorporate learning analytics are continuing to advance as higher education
institutions work to promote student success. Although many of the early learning analytics …

Associations between learning analytics dashboard exposure and motivation and self-regulated learning

SJ Aguilar, SA Karabenick, SD Teasley, C Baek - Computers & Education, 2021 - Elsevier
Learning analytics dashboards (LADs) are intended to give relevant information to students
and other stakeholders to inform potential next steps in the learning process. The current …

Know thy student! Combining learning analytics and critical reflections to develop a targeted intervention for promoting self-regulated learning.

K Colthorpe, K Zimbardi, L Ainscough… - Journal of Learning …, 2015 - learning-analytics.info
It is well established that a student's capacity to regulate his or her own learning is a key
determinant of academic success, suggesting that interventions targeting improvements in …

[PDF][PDF] Student preferences and attitudes to the use of early alerts

A Atif, A Bilgin, D Richards - 2015 - researchgate.net
Learning analytics is receiving increased attention because it offers to assist higher
education institutions in improving and increasing student success by automating the …

Experimental Evidence of Performance Feedback vs. Mastery Feedback on Students' Academic Motivation

SJ Aguilar - LAK22: 12th International Learning Analytics and …, 2022 - dl.acm.org
Work throughout the learning analytics community has examined associations between
Learning Analytics Dashboard (LAD) features and a number of important student outcomes …

[PDF][PDF] Designing a learning analytics dashboard to provide students with actionable feedback and evaluating its impacts

X Duan, C Wang, G Rouamba - Proceedings of International Conference …, 2022 - par.nsf.gov
Various educational settings have begun to increasingly leverage the power of data
analytics to optimize the learning environment and enhance the learning experience for …

Student facing dashboards: One size fits all?

SD Teasley - Technology, Knowledge and Learning, 2017 - Springer
This emerging technology report reviews a new development in educational technology,
student-facing dashboards, which provide comparative performance feedback to students …

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 …