Intraindividual Variability in Attention-Deficit/Hyperactivity Disorder: An Ex-Gaussian Approach
Sheliza Ali1, Justin E Karr2, Stuart W S MacDonald3
1Department of Neurology, University of Kentucky, Lexington, KY, USA. sheliza.ali@uky.edu.
Intraindividual variability (IIV) in response times can help differentiate children with attention-deficit/hyperactivity disorder (ADHD). While parent ratings are superior for diagnosis, IIV offers an objective measure of attention problems.
Area of Science:
- Neuroscience
- Child Psychology
- Developmental Disorders
Background:
- Children with attention-deficit/hyperactivity disorder (ADHD) often exhibit higher intraindividual variability (IIV) in response times.
- Objective measures are needed to complement subjective parent ratings in ADHD diagnosis.
Purpose of the Study:
- To investigate if ex-Gaussian estimates of IIV can differentiate between children with and without ADHD.
- To assess the predictive value of IIV for inattention and hyperactivity/impulsivity symptoms.
Main Methods:
- A computerized go/no-go task was used to estimate trial-by-trial IIV in children aged 6-13.
- A continuous performance test (CPT) assessed inattention and hyperactivity/impulsivity.
- Parent questionnaires provided behavioral ratings.
Main Results:
- Children with ADHD showed significantly greater IIV, commission errors, and parent-rated attention problems.
- IIV predicted omission errors and parent ratings of inattention and hyperactivity/impulsivity.
- IIV predicted group membership (ADHD vs. Control), unlike omission errors.
Conclusions:
- Ex-Gaussian estimated IIV is a promising objective measure for attention problems, outperforming omission errors on CPT tasks.
- While parent ratings remain the primary diagnostic tool for ADHD, IIV can aid in identifying cases needing further evaluation.
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