Feedback practices with teacher dashboards in primary education: Exploring dashboard-prompted feedback across lesson phases
In primary education, adaptive learning technologies (ALTs) personalise tasks and provide teacher dashboards that visualise real-time student performance and progress. These dashboards can help teachers to provide targeted, real-time feedback based on the dashboard data, a practice known as dashboard-prompted feedback (DP-feedback). This study examined how teachers give different types of DP-feedback (task, process, metacognitive, social, and personal) across different lesson phases (e.g., instruction, guided practice, independent practice). We observed 25 teachers giving dashboard-supported mathematics lessons in primary education. Using visualised behavioural clustering, we analysed the distribution of teachers' DP-feedback across lesson phases. Our results showed that DP-feedback mainly consisted of task and process feedback and was mostly provided in the later phases of the lessons. Three clusters of DP-feedback were identified: feedback provided in one, two, or three lesson phases. No significant relationship was found between the type of feedback and the number of lesson phases in which DP-feedback was given. In addition, we explored the relationship between the clusters and teacher characteristics. Overall, teachers’ dashboard use differed primarily in when DP-feedback was enacted across lesson phases, rather than in which feedback types were used, highlighting the relevance of phase-sensitive support and technology-specific experience. • Teacher dashboards visualise real-time student data and can enhance teachers’ feedback practices. • This study examined when (lesson phase) and what type of dashboard-prompted (DP) feedback primary teachers provide in ALT-supported mathematics lessons. • DP-feedback occurred mainly during independent practice, extended instruction, closure, and evaluation. • DP-feedback given by teachers is mainly focused on the task and the process of the task that students are making during the lesson. • Discovered clusters of DP-feedback among teachers: feedback provided in one, two, or three lesson phases.
Authors
- Inge Molenaar (ORCID: https://orcid.org/0000-0003-4639-2524)
- Mario de Jonge (ORCID: https://orcid.org/0000-0002-8764-7688)
- Nadira Saab (ORCID: https://orcid.org/0000-0003-0751-4277)
- Manel van Kessel
- C.A.N. Knoop-van Campen
Institutions
- Leiden University (NL)
- Radboud University Nijmegen (NL)
- University of Applied Sciences Leiden (NL)
Publication Details
- Journal
- Computers & Education
- Published
- 2026-03-07
- DOI
- https://doi.org/10.1016/j.compedu.2026.105615
- Primary Topic
- Mathematics Education and Teaching Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00