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Processing Speed Predicts Behavioral Treatment Outcomes in Children with Attention-Deficit/Hyperactivity Disorder
Christopher J Adalio1, Elizabeth B Owens1, Keith McBurnett2
1Department of Psychology, University of California, Berkeley, Tolman Hall #1650, Berkeley, CA, 94720-1650, USA.
Insights
Faster processing speed in children with attention-deficit/hyperactivity disorder, inattentive type (ADHD-I) predicts better outcomes from psychosocial interventions. Working memory did not significantly predict or moderate treatment success.
Area of Science:
- Neuroscience
- Child Psychology
- Clinical Psychology
Background:
- Neuropsychological deficits, including working memory and processing speed, are linked to attention-deficit/hyperactivity disorder (ADHD) symptoms.
- Children with the inattentive form of ADHD (ADHD-I), the most common subtype, show particular vulnerability to processing speed deficits.
Purpose of the Study:
- To investigate if processing speed and working memory predict treatment outcomes in ADHD-I symptom severity.
- To examine if these cognitive functions moderate the effects of psychosocial interventions on ADHD-I symptom severity.
Main Methods:
- Utilized data from 199 children (aged 7-11) with ADHD-I participating in a randomized clinical trial of a psychosocial-behavioral intervention.
- Employed linear regression analyses to assess predictive and moderating effects of baseline processing speed and working memory on posttreatment symptom severity.
Main Results:
- Baseline processing speed significantly predicted greater improvement in ADHD-I symptom severity after treatment, even when controlling for initial symptom levels.
- No significant predictive effects of working memory or moderating effects of either processing speed or working memory on treatment outcomes were found.
Conclusions:
- Processing speed is a significant predictor of treatment response to psychosocial interventions in children with ADHD-I.
- Further research is needed to understand the implications of processing speed deficits for tailoring ADHD-I treatments.
Abstract:
Neuropsychological functioning underlies behavioral symptoms of attention-deficit/hyperactivity disorder (ADHD). Children with all forms of ADHD are vulnerable to working memory deficits and children presenting with the inattentive form of ADHD (ADHD-I) appear particularly vulnerable to processing speed deficits. As ADHD-I is the most common form of ADHD presented by children in community settings, it is important to consider how treatment interventions for children with ADHD-I may be affected by deficits in processing speed and working memory. We utilize data collected from 199 children with ADHD-I, aged 7 to 11 years, who participated in a randomized clinical trial of a psychosocial-behavioral intervention. Our aims are first to determine whether processing speed or working memory predict treatment outcomes in ADHD-I symptom severity, and second whether they moderate treatment effects on ADHD-I symptom severity. Results of linear regression analyses reveal that baseline processing speed significantly predicts posttreatment ADHD-I symptom severity when controlling for baseline ADHD-I symptom severity, such that better processing speed is associated with greater symptom improvement. However, predictive effects of working memory and moderation effects of both working memory and processing speed are not supported in the present study. We discuss study limitations and implications of the relation between processing speed and treatment benefits from psychosocial treatments for children with ADHD-I.
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