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A diffusion model analysis of task set inertia and task set reconfiguration in ADHD
Christina O Hlutkowsky1, Xu Yan1, Zvi R Shapiro2
1Department of Psychology, https://ror.org/04p491231The Pennsylvania State University, University Park, PA, USA.
Children with attention-deficit/hyperactivity disorder (ADHD) exhibit general performance deficits due to slower decision-making, not specific switching impairments. This impacts higher-order cognitive functions in ADHD.
Area of Science:
- Cognitive Neuroscience
- Developmental Psychology
- Clinical Psychology
Background:
- Switching is a key executive function, yet understudied in childhood ADHD compared to other executive functions.
- Adult studies link switch costs to task set inertia and reconfiguration; relevance in ADHD remains unclear.
Purpose of the Study:
- Investigate the specific cognitive subprocesses underlying switching deficits in children with ADHD.
- Determine if ADHD-related switch costs stem from task set inertia, reconfiguration, or general processing speed.
Main Methods:
- Employed a computerized cued switching paradigm with 34 children with ADHD and 28 controls (ages 8-12).
- Utilized diffusion model analysis to decompose cognitive subprocesses influencing switching performance.
Main Results:
- Switch costs in children involve both task set inertia (drift rate) and reconfiguration (Ter).
- Children with ADHD showed lower accuracy, attributed to slower general drift rates, not switch-specific deficits.
- No significant ADHD x Switch interactions indicated general, not specific, performance impairments.
Conclusions:
- Children with ADHD exhibit performance deficits linked to lower-level perceptual decision-making weaknesses.
- These foundational weaknesses have downstream effects on higher-order executive functions in ADHD.
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