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Updated: Feb 12, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
[Prediction of modality-specific working memory performance in kindergarten age]
1Universitätsmedizin Göttingen Phoniatrisch/Pädaudiologische Psychologie, Medizinische Psychologie.
Objective:
Working memory (WM) as a central cognitive construct is a fundamental prerequisite for learning and provides a marker of developmental disorders. It has received considerable attention in recent years. Here, multivariate regression analyses using generalized linear models were conducted to determine predictor variables for phonological and visuospatial WM.
Material And Methods:
The phonological WM was investigated by repetition of non-words (subtest PGN of the German SETK 3-5) and number recall (K-ABC-subtest), the visuospatial WM by the imitation of a sequence hand movements (K-ABC-subtest hand movements). The estimation of intelligence was operationalized by the performance in the K-ABC-scale "Simultaneous Processing".
Sample:
Kindergarten kids (N = 169; 49 % boys; 51 % girls), mostly with migration background and German as second language (mean age: 45.9; SD 6.2; min 36, max 61 months). They visited the kindergarten at the time of testing for 9.9 (SD 6.9) months, on average and had an average intelligence. Independent variables were chronological age, gender, kindergarten attendance until the test examination, intelligence, migration background.
Results:
Both phonological and visuospatial working WM performance were on average not reduced. Chronological age and simultaneous processing were found to be significant predictors for the performance in all WM tests.
Conclusion:
In the age from 36 to 61 months both working memory systems can be described as a congenital, maturity-dependent and rather gender non-specific mechanism.
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