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Paired-associate learning in spatial and verbal information modality differences

Authors
Dr. Ying-Hsang Liu
Chemnitz University of Technology ~ Professorship of Predictive Analytics
Leon Cantow
Chemnitz University of Technology
Mr. Daniel Brand
Chemnitz University of Technology ~ Predictive Analytics
Marco Ragni
TU Chemnitz ~ Behavioral and Social Sciences
Abstract

The ability of the human mind to create, modify, and suppress associations (so-called cue-target-chunks) between previously unrelated items is a fundamental cognitive function. We reanalyzed and extended a classical paired-associate learning (PAL) paradigm from Anderson (2007) by investigating how modality differences (verbal-numerical vs. spatial-numerical) influence cognitive processing. We adopted a sequential interference paradigm with a within-subject design where position-word-numbers (PAL-PWN) follows position-numbers (PAL-PN), using the same position-number pairings. Data from 16 participants (4,440 trials) were analyzed. Results indicate that PAL-PN was the harder task overall but the learning trajectory for those who do succeed was comparable to PAL-PWN. Specifically, PAL-PN shows a learning trajectory while PAL-PWN shows a floor-compressed accuracy range. A spatial/number confusion error analysis reveals that the errors were spatially structured. Implications for the mechanisms of updating learned associations of different modality information are discussed.

Tags

Keywords

Associative learning
Memory mechanisms in ACT-R
Intentional forgetting
Spatial cognition
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Cite this as:

Liu, Y.-H., Cantow, L., Brand, D., & Ragni, M. (2026, July). Paired-associate learning in spatial and verbal information modality differences. Paper presented at MathPsych / ICCM 2026. Via mathpsych.org/presentation/2227.