title: Contribution of working memory in multiplication fact network in children may shift from verbal to visuo-spatial: a longitudinal investigation.
abstract: Number facts are commonly assumed to be verbally stored in an associative multiplication fact retrieval network. Prominent evidence for this assumption comes from so-called operand-related errors (e.g., 4 × 6 = 28). However, little is known about the development of this network in children and its relation to verbal and non-verbal memories. In a longitudinal design, we explored elementary school children from grades 3 and 4 in a multiplication verification task with the operand-related and -unrelated distractors. We examined the contribution of multiplicative fact retrieval by verbal and visuo-spatial short-term and working memory (WM). Children in grade 4 showed smaller reaction times in all conditions. However, there was no significant difference in errors between grades. Contribution of verbal and visuo-spatial WM also changed with grade. Multiplication correlated with verbal WM and performance in grade 3 but with visuo-spatial WM and performance in grade 4. We suggest that the relation to verbal WM in grade 3 indicates primary linguistic learning of and access to multiplication in grade 3 which is probably based on verbal repetition of the multiplication table heavily practiced in grades 2 and 3. However, the relation to visuo-spatial semantic WM in grade 4 suggests that there is a shift from verbal to visual and semantic learning in grade 4. This shifting may be induced because later in elementary school, multiplication problems are rather carried out via more written, i.e., visual tasks, which also involve executive functions. More generally, the current data indicates that mathematical development is not generally characterized by a steady progress in performance; rather verbal and non-verbal memory contributions of performance shift over time, probably due to different learning contents.
authors.affiliation: Graduate Training Centre of Neuroscience/International Max Planck Research School for Cognitive and Systems Neuroscience Tuebingen, Germany ; Knowledge Media Research Center Tuebingen, Germany ; Department of Psychology, Eberhard Karls University Tuebingen, Germany.
authors.forename: Mojtaba
authors.initials: M
authors.lastname: Soltanlou
authors.affiliation: Institute of Applied Psychology, UMIT - The Health and Life Sciences University Hall in Tyrol, Austria.
authors.forename: Silvia
authors.initials: S
authors.lastname: Pixner
authors.affiliation: Knowledge Media Research Center Tuebingen, Germany ; Department of Psychology, Eberhard Karls University Tuebingen, Germany ; LEAD Graduate School, Eberhard Karls University Tuebingen, Germany.
authors.forename: Hans-Christoph
authors.initials: HC
authors.lastname: Nuerk
keywords: arithmetic; fact retrieval; multiplication; operand errors; verbal working memory; visuo-spatial working memory