Developmental differentiation of executive functions on the NIH toolbox cognition battery
Open accessAbstract
OBJECTIVE: The NIH Toolbox Cognition Battery (NTCB) is a brief computerized method for evaluating neuropsychological functions in children, adolescents, and adults. We examined how performance on the 2 executive function measures of cognitive flexibility and inhibitory control was related to performance on the other NTCB measures across development. METHOD: Participants were 1,020 typically developing individuals between the ages of 3 and 21 from the Pediatric Imaging, Neurocognition, and Genetics Study who were divided into 5 age groups (3-6, 7-9, 10-13, 14-17, and 18-21). Scores were adjusted for sex, level of parental education, and family income. RESULTS: Although the correlations between the 2 executive function measures were moderate and consistent across age groups, their correlations with the other 5 cognitive measures were highest in the youngest age group and decreased across the older age groups. Exploratory factor analysis revealed that all NTCB measures loaded onto a single factor for the 3- to 6-year-olds. Across the older age groups, the executive function and processing speed measures loaded onto one factor, and the vocabulary knowledge, oral reading, and working memory measures loaded onto a second factor. CONCLUSIONS: These results indicate that younger children's performance on the NTCB is more intercorrelated and less differentiated, while performance on the NTCB executive function measures becomes more differentiated from performance on the other measures with development. These results support the hypothesis that executive functions become increasingly differentiated from other cognitive functions with development as the functional specialization of neural systems progresses throughout childhood and young adulthood. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
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Research on NIHTB-CB performances among children and adolescents has supported a two-factor model of crystallized and fluid abilities.
“Research on NIHTB-CB performances among children and adolescents has supported (i) a two-factor model of crystalized and fluid abilities (Akshoomoff et al., 2018)”
From Cognitive weaknesses or impairments on the NIH toolbox cognition battery in children and adolescents: base rates in a normative sample and proposed methods for classification (2025) · cites this paper as Akshoomoff et al., 2018
The Results (page not provided) identify two factors in the groups aged 7–21, but only one factor in children aged 3–6. The Discussion (page not provided) says the authors did not name the factors; it tentatively describes them as more verbal versus more fluid/online processing, not as an established crystallized–fluid model. (LLM, conf=0.88)
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Cook, N. E., Iverson, G. L., & Karr, J. E. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1473095
- Authors
- Akshoomoff, N., Brown, T. T., Bakeman, R., & Hagler, D. J.
- Affiliations
- University of California San Diego (US)
- Georgia State University (US)
- Venue
- Neuropsychology
- Published
- 2018-10
- Volume
- 32
- Issue
- 7
- Pages
- 777-783
- ISSN
- 0894-4105 (ISSN-L)
- 1931-1559
- PMC
- PMC6197063
- OpenAlex
- W2897007238
- Cited by
- 48
- References
- 5
- Citations by year
- 2026: 6 · 2025: 4 · 2024: 8 · 2023: 8 · 2022: 7 · 2021: 8 · 2020: 6 · 2019: 1
- FWCI
- 4.91
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Neuropsychology (publishedVersion, other-oa)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institute on Drug Abuse (R01DA038958, RC2DA029475 and)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Keywords
- executive function, cognitive flexibility, inhibitory control, NIH Toolbox Cognition Battery, cognitive development, cognitive differentiation, processing speed, working memory, vocabulary knowledge, reading aloud, factor structure
- MeSH terms
- Adolescent, Aging, Child, Child, Preschool, Cognition, Computers, Female, Humans, Inhibition, Psychological, Male, Memory, Short-Term, Neuropsychological Tests, Reaction Time, Reading, Social Class, Vocabulary, Young Adult, Executive Function
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