Intra‐individual variability in task performance after cognitive training is associated with long‐term outcomes in children

• Published in: Developmental science Vol. 26; no. 1; pp. e13252 - n/a
• Main Authors: Cubillo, Ana, Hermes, Henning, Berger, Eva, Winkel, Kirsten, Schunk, Daniel, Fehr, Ernst, Hare, Todd A.
• Format: Journal Article
• Language: English
• Published: England Wiley 01.01.2023; Wiley Subscription Services, Inc; John Wiley and Sons Inc
• Subjects: Academic Achievement; Accuracy; Attention; attention control; Attention Deficit Disorder with Hyperactivity; Brain Hemisphere Functions; Child; Children; Cognitive Ability; Cognitive Training; Comparative Analysis; Elementary School Students; fMRI; Humans; Individual Differences; Intervention; intra‐individual variability; Memory, Short-Term - physiology; Neostriatum; Outcomes of Education; Predictor Variables; Short Term Memory; Task Analysis; Task Performance and Analysis; Training; Training Methods; Well Being; working memory; fMRI; attention control; children; working memory; cognitive training; intra-individual variability
• ISSN: 1363-755X; 1467-7687; 1467-7687
• DOI: 10.1111/desc.13252

The potential benefits and mechanistic effects of working memory training (WMT) in children are the subject of much research and debate. We show that after five weeks of school‐based, adaptive WMT 6–9 year‐old primary school children had greater activity in prefrontal and striatal brain regions, higher task accuracy, and reduced intra‐individual variability in response times compared to controls. Using a sequential sampling decision model, we demonstrate that this reduction in intra‐individual variability can be explained by changes to the evidence accumulation rates and thresholds. Critically, intra‐individual variability is useful in quantifying the immediate impact of cognitive training interventions, being a better predictor of academic skills and well‐being 6–12 months after the end of training than task accuracy. Taken together, our results suggest that attention control is the initial mechanism that leads to the long‐run benefits from adaptive WMT. Selective and sustained attention abilities may serve as a scaffold for subsequent changes in higher cognitive processes, academic skills, and general well‐being. Furthermore, these results highlight that the selection of outcome measures and the timing of the assessments play a crucial role in detecting training efficacy. Thus, evaluating intra‐individual variability, during or directly after training could allow for the early tailoring of training interventions in terms of duration or content to maximise their impact. This study shows that intra‐individual variability in response times can be useful to identify early impact of a cognitive training in primary school children. Differences in intra‐individual variability were associated with academic performances and general well‐being measures in subsequent follow up assessments. Additional analyses in two independent samples support the relevance of Intra‐individual variability measures as indicators of current and future well‐being.