International Group for the Psychology of Mathematics Education (PME)

Proceedings of the International Group for the Psychology of Mathematics Education · Volume 1

How to Develop At-risk First Graders’ Patterning Skills: Evaluating a Support Program Beyond Accuracy Through Eye Tracking

Lukas Baumanns

University of Duisburg-Essen

49th Annual Conference of the International Group for the Psychology of Mathematics Education, PME 2026Helsinki27 July 2026 - 1 August 2026pp. 139–146ISSN 2790-36482026Scopus conference code 336559
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Abstract

Patterning skills in first grade are a robust predictor of later mathematics achievement, underscoring the need to foster them. This study examines not only whether a support program for first-graders at risk of developing mathematical difficulties (RMD) reduces errors on repeating-pattern tasks, but also what eye tracking can reveal about pattern-recognition processes. Eighteen RMD first graders were randomly assigned to an RMD support group that received one-to-one instruction on repeating patterns and an RMD control group without additional support. Pre–post test measures showed significant reductions in error rates for both groups. However, only the RMD support group showed gaze shifts towards relational processes. These findings highlight the value of combining process with performance measures when evaluating interventions.

Keywords

pattern recognitioneye trackingmathematical difficultiesfirst-grade studentsintervention

Recommended citation

Baumanns, L. (2026). How to Develop At-risk First Graders’ Patterning Skills: Evaluating a Support Program Beyond Accuracy Through Eye Tracking. In Krzywacki H., Hähkiöniemi M., Haataja E., Hannula M.S., Hästö P. (Eds.), Proceedings of the International Group for the Psychology of Mathematics Education, Volume 1 (pp. 139–146). Psychology of Mathematics Education (PME). ISSN 2790-3648.

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