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Intra-individual variability in ADHD, autism spectrum disorders and Tourette's syndrome
Abstract
The potential for response variability to serve as an endophenotype for attention deficit hyperactivity disorders (ADHD) rests, in part, upon the development of reliable and valid methods to decompose variability. This study investigated the specificity of intra-individual variability (IIV) in 53 children with ADHD by comparing them with 25 children with high functioning autism (HFA), 32 children with autism spectrum disorders (ASD), who also were comorbid for ADHD (ASD+ADHD), 21 children with Tourette's syndrome (TS), and 85 typically developing controls (TD). In order to decompose the variability of the reaction times, we applied three distinct techniques: ex-Gaussian modeling, intra-individual variability analysis, and spectral analysis. Our data revealed that children with HFA and children with ASD+ADHD exhibited substantial IIV compared with ADHD and TD children. We argue that: (1) all three methods lead to a single consistent conclusion; (2) careful documentation of the analytic steps used in spectral analysis is mandatory for comparison between studies; (3) the presence of comorbidities may constitute an important factor in the observed response variability in previous studies of ADHD.
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“Cur-rent findings based on latent classes suggest that response variability in ADHD actually re-enacts on the presence of comorbid disorders such as ASD, as has been reported previously.45”
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“more recent work has also investigated the possibility that differences in ASD may not be necessarily found in only differences in activation, but also may be associated with differences in the reliability of behavioral performance (Geurts et al., 2008) or evoked neural responses (Coskun et al., 2009; Dinstein et al., 2012; Haigh et al., 2014; Milne, 2011).”
From Behavioral, Perceptual, and Neural Alterations in Sensory and Multisensory Function in Autism Spectrum Disorder (2015) · cites this paper as Geurts et al., 2008
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Visual search in ADHD, ASD and ASD + ADHD: overlapping or dissociating disorders?
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Beker, S., Foxe, J. J., Venticinque, J., Bates, J. C., Ridgeway, E. M., Schaaf, R. C., & Molholm, S. (2021) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-021-09383-0 · Cited by 26
Muthuraman, M., Moliadze, V., Boecher, L., Siemann, J., Freitag, C. M., Groppa, S., & Siniatchkin, M. (2019) · Scientific Reports · doi:10.1038/s41598-019-56398-8 · Cited by 27
Adamo, N., Hodsoll, J., Asherson, P., Buitelaar, J. K., & Kuntsi, J. (2019) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-018-0457-z · Cited by 28
Identifying a distinctive familial frequency band in reaction time fluctuations in ADHD.
Helps, S. K., Broyd, S. J., Bitsakou, P., & Sonuga-Barke, E. J. S. (2011) · Neuropsychology · doi:10.1037/a0024479 · Cited by 27
Atypical Tactile Perception in Early Childhood Autism
Espenhahn, S., Godfrey, K., Kaur, S., McMorris, C. A., Murias, K., Tommerdahl, M., Bray, S., & Harris, A. D. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-022-05570-7 · Cited by 37
Yerys, B. E., Wallace, G. L., Jankowski, K. F., Bollich, A. M., & Kenworthy, L. E. (2011) · Child Neuropsychology · doi:10.1080/09297049.2010.547462 · Cited by 27
Developmental differences in intra‐individual variability in children with ADHD and ASD
van Belle, J., van Hulst, B. M., & Durston, S. (2015) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12417 · Cited by 32
Electrophysiological Correlates of Response Time Variability During a Sustained Attention Task
Machida, K., Murias, M., & Johnson, K. A. (2019) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2019.00363 · Cited by 27
Metadata
- Authors
- Geurts, H. M., Grasman, R. P. P. P., Verté, S., Oosterlaan, J., Roeyers, H., van Kammen, S. M., & Sergeant, J. A.
- Affiliations
- University of Amsterdam (NL)
- Ghent University (BE)
- Vrije Universiteit Amsterdam (NL)
- Corresponding author
- Geurts, Hilde M.
- Venue
- Neuropsychologia
- Publisher
- Elsevier BV
- Published
- 2008-11
- Volume
- 46
- Issue
- 13
- Pages
- 3030-3041
- ISSN
- 0028-3932 (ISSN-L)
- OpenAlex
- W2017786564
- Semantic Scholar
- 76a6c92c7dc6a4a2b365908b2102643fe3cd0b3f
- Cited by
- 192
- References
- 114
- Citations by year
- 2026: 2 · 2025: 6 · 2024: 8 · 2023: 8 · 2022: 11 · 2021: 7 · 2020: 6 · 2019: 19 · 2018: 11 · 2017: 6 · 2016: 13 · 2015: 17 · 2014: 13 · 2013: 15 · 2012: 18
- FWCI
- 7.50
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Neuropsychologia (publishedVersion)
- PubMed (publishedVersion)
- UvA-DARE (University of Amsterdam) (publishedVersion)
- Pure Amsterdam UMC (publishedVersion)
- VU Research Portal (publishedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Ghent University Academic Bibliography (Ghent University) (submittedVersion)
- Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) (submittedVersion)
- Funders
- National Institutes of Health
- National Institute of Mental Health
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- within-person variability, attention deficit hyperactivity disorder, autism spectrum disorder, Tourette syndrome, endophenotypes, response variability, reaction time, spectral analysis, comorbidities, children
- MeSH terms
- Adolescent, Attention Deficit Disorder with Hyperactivity, Autistic Disorder, Child, Diagnosis, Differential, Female, Tourette Syndrome, Humans, Male, Neuropsychological Tests, Reaction Time, Multivariate Analysis
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