Learning-based cognitive control: developmental trajectories in children aged 5- to 14- years
Lisa Toffoli1, Giulia Stefanelli1, Fiorella Del Popolo Cristaldi1
1Department of General Psychology - DPG, University of Padova, Padova, Italy.
Scientific Reports
|May 8, 2026
Summary
Cognitive control (CC) development in children shows early emergence in simple tasks but improves significantly with age in complex situations. This study reveals how children aged 5-14 adapt their inhibitory control based on context.
Area of Science:
- Developmental psychology
- Cognitive neuroscience
- Child psychology
Background:
- Learning-based cognitive control (CC) involves implicitly adapting behavior to contextual regularities.
- The developmental trajectory of learning-based CC, especially under varying cognitive demands, is not well understood.
- Previous research has primarily focused on young children's CC, leaving a gap in understanding its development across childhood.
Purpose of the Study:
- To investigate the developmental progression of learning-based CC in children aged 5-14 years.
- To examine how increasing cognitive demands influence the development of CC.
- To identify age-related differences in adapting to predictable versus unpredictable contexts.
Main Methods:
- 149 children (5-14 years) completed modified Flanker and cued go-noGo tasks with List-Wide Proportion Congruency (LWPC) manipulation.
- Tasks contrasted predictable (high congruency) and unpredictable (50% congruency) contexts.
- Analyzed reaction times, accuracy, and delta scores to assess CC efficiency.
Main Results:
- In the low-demand Flanker task, LWPC effects were consistent across ages, indicating early emergence and stability of learning-based CC.
- In the higher-demand Addy task, significant developmental differences were observed.
- Younger children prioritized speed over accuracy, while older children (around 9 years+) showed improved accuracy and a balanced speed-accuracy trade-off, suggesting enhanced inhibitory CC efficiency.
Conclusions:
- Learning-based inhibitory CC develops across childhood, particularly under complex, multi-demand conditions.
- Cognitive control efficiency in managing competing demands improves with age.
- The findings underscore the importance of using ecologically valid paradigms to capture developmental changes in CC.
Keywords:
DevelopmentFlanker taskGo-noGoInhibitionLearning-based cognitive controlSpeed-accuracy tradeoffMore Related Videos
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