TY - JOUR
T1 - Dedifferentiation and Transfer in Executive Function and Math Ability Following a Five-Year Abacus Training in Schoolchildren
AU - Xu, Tianyong
AU - Liu, Xinyang
AU - He, Hongjian
AU - Zhou, Changsong
AU - Hildebrandt, Andrea
AU - Chen, Feiyan
N1 - This work was supported by the National Natural Science Foundation of China (No. 32071096) to F.C., by China Postdoctoral Science Foundation (2022M721166 (X.L.)), and Fundamental Research Funds for the Central Universities (X.L.).
Publisher Copyright:
© 2025 The Author(s). Advanced Science published by Wiley-VCH GmbH.
PY - 2025/10/6
Y1 - 2025/10/6
N2 - The cognitive differentiation of executive function (EF) and mathematical ability during child development, characterized by their decreasing correlation, is well established. However, the impact of long-term cognitive training on this developmental effect remains largely unexplored. The present study investigated this by analyzing behavioral and neuroimaging data from schoolchildren who participated in five years of abacus training. The findings indicate that, compared to the control group, the training group exhibits cognitive dedifferentiation, characterized by stronger correlations between EF and mathematical abilities, accompanied by lower inter-individual variability. These observations are consistent with the discovery of greater overlap in behavior-associated brain connectivity patterns and more uniform connectivity profiles across individuals. Furthermore, the individual-to-group similarity in connectivity pattern is significantly associated with EF and mathematical performance, suggesting a shared cognitive strategy shaped by prolonged training. The findings provide empirical evidence in support of neurocognitive plasticity, highlighting the capacity of targeted cognitive training to functionally reshape brain networks and modulate the developmental trajectory of cognitive traits.
AB - The cognitive differentiation of executive function (EF) and mathematical ability during child development, characterized by their decreasing correlation, is well established. However, the impact of long-term cognitive training on this developmental effect remains largely unexplored. The present study investigated this by analyzing behavioral and neuroimaging data from schoolchildren who participated in five years of abacus training. The findings indicate that, compared to the control group, the training group exhibits cognitive dedifferentiation, characterized by stronger correlations between EF and mathematical abilities, accompanied by lower inter-individual variability. These observations are consistent with the discovery of greater overlap in behavior-associated brain connectivity patterns and more uniform connectivity profiles across individuals. Furthermore, the individual-to-group similarity in connectivity pattern is significantly associated with EF and mathematical performance, suggesting a shared cognitive strategy shaped by prolonged training. The findings provide empirical evidence in support of neurocognitive plasticity, highlighting the capacity of targeted cognitive training to functionally reshape brain networks and modulate the developmental trajectory of cognitive traits.
KW - cognitive training
KW - dedifferentiation
KW - executive function
KW - functional connectivity
KW - individual difference
KW - mathematical ability
UR - http://www.scopus.com/inward/record.url?scp=105010534868&partnerID=8YFLogxK
UR - https://advanced.onlinelibrary.wiley.com/doi/10.1002/advs.202504518
U2 - 10.1002/advs.202504518
DO - 10.1002/advs.202504518
M3 - Journal article
C2 - 40641459
AN - SCOPUS:105010534868
SN - 2198-3844
VL - 12
JO - Advanced Science
JF - Advanced Science
IS - 37
M1 - e04518
ER -