NeuroImageNeurosciencePeer-reviewed journal article
The Neural Architecture of Executive Functions Is Established by Middle Childhood
Laura E. EngelhardtiD, K. Paige HardeniD, Elliot M. Tucker–DrobiD, Jessica A. ChurchiD
Abstract
Executive functions (EFs) are regulatory cognitive processes that support goal-directed thoughts and behaviors and that involve two primary networks of functional brain activity in adulthood. The current study assessed whether the same networks identified in adulthood underlie child EFs. Using task-based fMRI data from a diverse sample of N = 117 children and early adolescents (M age = 10.17 years), we assessed the extent to which neural activity was shared across three EF domains and whether these patterns reflected quantitative or qualitative differences relative to previously reported adult findings. Brain regions that were consistently engaged across switching, updating, and inhibition tasks closely corresponded to the cingulo-opercular and fronto-parietal networks identified in studies of adults. Isolating brain activity during more demanding task periods highlighted contributions of the dACC and anterior insular regions of the cingulo-opercular network. Results were independent of age and time-on-task effects. These results indicate that the two core brain networks that support EFs are in place by middle childhood. Improvement in EFs from middle childhood to adulthood, therefore, are likely due to quantitative changes in activity within these networks, rather than qualitative changes in the organization of the networks themselves. Improved knowledge of how the brains functional organization supports EF in childhood has critical implications for understanding the maturation of cognitive abilities.
- Citations
- 87
- FWCI
- 4.16
- Field percentile
- top 5%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Individual variability in performance reflects selectivity of the multiple demand network among children and adults.
Elana Schettini, Kelly J. Hiersche, Zeynep M. Saygin·Journal of NeurosciencePeer-reviewed·Feb 7, 2023
- Task-evoked functional connectivity exhibits novel and strengthened relationships with executive function relative to the resting state
Mackenzie E. Mitchell, Eric Feczko, … Jessica Rachel Cohen·Proceedings of the National Academy of SciencesPeer-reviewed·Mar 20, 2026
- ALE Meta-Analysis Reveals Neural Substrates for the Impact of Prematurity on Executive Functioning in Children and Adults
Anna E Youngkin, Gabriella Snetkov, … Tanya M. Evans·bioRxiv·Jun 24, 2025
- Cognition is associated with task - related brain network reconfiguration in late childhood
Mackenzie E. Mitchell, Ashley J. Jaimes, Tehila Nugiel·Developmental Cognitive NeurosciencePeer-reviewed·Jun 24, 2025
- Optimization of Energy State Transition Trajectory Supports the Development of Executive Function During Youth
Zaixu Cui, Jennifer Stiso, … Theodore Daniel Satterthwaite·eLifePeer-reviewed·Mar 27, 2020
- Emergent blink rate in early childhood is associated with neural origins of executive function
Ryuta Kuwamizu, Nozomi Yamamoto, … Yusuke Moriguchi·Communications PsychologyPeer-reviewed·Sep 15, 2026