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Relations between executive function and academic achievement from ages 5 to 17 in a large, representative national sample.
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This study examined age-related changes in complex executive function (EF) in a large, representative sample (N = 2,036) aged 5 to 17 using the Cognitive Assessment System (CAS; Naglieri & Das, 1997a). Relations between complex EF and academic achievement were examined on a sub-sample (N = 1,395) given the Woodcock-Johnson Tests of Achievement-Revised (Woodcock & Johnson, 1989). Performance on the three complex EF tasks improved until at least age 15, although improvement slowed with increasing age and varied some across tasks. Moreover, the different developmental patterns in the correlations between completion time and accuracy provide clues to developmental processes. Examination of individual achievement subtests clarified the specific aspects of academic performance most related to complex EF. Finally, the correlation between complex EF and academic achievement varied across ages, but the developmental pattern of the strength of these correlations was remarkably similar for overall math and reading achievement, suggesting a domain-general relation between complex EF and academic achievement.
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“The difficulty of EF can be detrimental to academic performance in novel situations or when complex problem solving is necessary (Best et al., 2011).”
From Assessment of executive functions in school-aged children: A narrative review (2022) · cites this paper as Best et al., 2011
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“cognitive control has been established as a determining factor of academic performance [35,36].”
From Lifestyle Habits Predict Academic Performance in High School Students: The Adolescent Student Academic Performance Longitudinal Study (ASAP) (2019) · cites this paper as [35]
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“Children learn these skills at an age when their cognitive flexibility and other executive functions are not yet fully developed (Best, Miller, & Naglieri, 2011).”
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“…experience and to obtain higher educational levels later in life, as has also been suggested by previous researchers (e.g., Locascio et al., 2010; Best et al., 2011; Diamond, 2013; Friso-van den Bos et al., 2013; Arrington et al., 2014; Cragg and Gilmore, 2014; Gerst et al., 2015; Dekker et al.,…”
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“…implemented by late maturing prefrontal brain regions (Anderson, 1998; Luciana and Nelson, 2002; Romine and Reynolds, 2005; Huizinga et al., 2006; Best and Miller, 2010; Tamnes et al., 2010; Albert and Steinberg, 2011; Best et al., 2011; Hughes, 2011; Lyons and Zelazo, 2011; Vuontela et al., 2013).”
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“After all, early differences in EF predict academic achievement (Best et al., 2011; Jacob and Parkinson, 2015; Samuels et al., 2016; Ahmed et al., 2019; Robson et al., 2020), and children of East Asian origin excel on measures of EF (Sabbagh et al.”
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“By doing so, we addressed gaps of prior research regarding differences in task characteristics that limited strong conclusions (Best et al., 2011; Cuevas et al., 2014).”
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“The ability to engage in goal-directed behaviour (creation, implementation, and persistent towards the completion of a plan) has been linked with improved academic outcomes (Best et al. 2011).”
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“Research has established a link between EFs and academic achievement (Best et al., 2011) and even overall life success and quality of life (Moffitt et al.”
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“In the study conducted among subjects aged 5–17, Best et al. [10] analyzed a varying correlation between executive functions and academic achievement in relation to age concluding that the correlation is strongest at the ages of 6, 8–9 and subsequently appears to be of somewhat consistent strength…”
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“Further, EFs are also related to school readiness and academic success (Best et al., 2011; Blair & Razza, 2007).”
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“According to developmental research, executive function develops from the age of seven through adolescence and is linked to scholastic success (Best et al., 2011).”
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“Performance on EF assessments has well-established correlations with academic measures, especially with standardized tests of achievement [98,99].”
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“A cross-sectional study also found a signi fi cant correlation between executive functions and math from age 5 to 17 in a large US sample representative of demographics of the country (Best, Miller, and Naglieri 2011).”
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“In the kindergarten years, EFs (inhibitory control, working memory, cognitive flexibility) are frequently linked to children’s literacy achievement (Best et al., 2011).”
Distefano, R., Palmer, A. R., Kalstabakken, A. W., Hillyer, C. K., Seiwert, M. J., Zelazo, P. D., Carlson, S. M., & Masten, A. S. (2023) · Developmental Neuropsychology · doi:10.1080/87565641.2023.2286353 · Cited by 12
“Indeed, research has shown that EF skills are associated with children’s math and reading achievement throughout their schooling (e.g., Ahmed et al., 2019; Allan et al., 2014; Best et al., 2011; Morgan et al., 2019; Nguyen & Duncan, 2019).”
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“For example, when developing a comprehensive support plan, understanding the level of EF impairment at home and school should be useful in best supporting the students (Best et al., 2011; Zelazo et al., 2016).”
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“In light of the conceptual overlap between each of the EFs and ISR as explained earlier, the finding that only working memory was clearly related to our ISR measures was not expected but is nevertheless consistent with a large literature demonstrating the importance of working memory for various developmental outcomes…”
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“Whereas EFs are linked to a range of positive outcomes such as educational attainment [2], quality of life [3, 4], fewer behavioural problems [5], and general health-related behaviours [6], impairments in these cognitive processes are associated with risk for several psychiatric and…”
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The link between executive functions and literacy: introduction
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“Given the strong association between EF skills and reading and math skills (Best et al., 2011; Morgan, Farkas, Wang, et al., 2019), students with ADHD are at increased risk of academic struggle.”
BackgroundMalmir, M., Seifenaraghi, M., Farhud, D. D., Afrooz, G. A., & Khanahmadi, M. (2015) · PubMed Central · Cited by 12
Ahmed, S. F., Montroy, J. J., Skibbe, L. E., Bowles, R. P., & Morrison, F. J. (2022) · PsyArXiv (OSF Preprints) · doi:10.1016/j.learninstruc.2022.101713 · Cited by 16
Klenberg, L., Hokkanen, L., Lahti-Nuuttila, P., & Närhi, V. (2017) · Applied Neuropsychology: Child · doi:10.1080/21622965.2016.1177531 · Cited by 11
How Stable Is Early Academic Performance? Using Cluster Analysis to Classify Low Achievement and EF
Woods, A. D., Ahmed, S. F., Katz, B., & Morrison, F. J. (2019) · Journal of Learning Disabilities · doi:10.1177/0022219419881632 · Cited by 14
Разумникова, О. М., & Владимировна, А. Н. (2019) · Экология человека · doi:10.33396/1728-0869-2019-12-46-52 · Cited by 11
Alhamed, . A., Toly, V. B., Hooper, S. R., & Dell, K. M. (2021) · Child Care Health and Development · doi:10.1111/cch.12946 · Cited by 13
Young children spontaneously invent three different types of associative tool use behaviour
Reindl, E., Tennie, C., Apperly, I. A., Lugosi, Z., & Beck, S. R. (2022) · Evolutionary Human Sciences · doi:10.1017/ehs.2022.4 · Cited by 11
“As inhibitory control, working memory and attention shifting are themselves still developing during childhood and beyond (Best et al., 2009, 2011; Garon et al., 2008), executive function could indeed be a critical developmental bottleneck contributing to the difficulty of ATU for children (for a…”
BackgroundSutin, A. R., Sesker, A. A., Stéphan, Y., & Terracciano, A. (2022) · Psychiatry Research · doi:10.1016/j.psychres.2022.114585 · Cited by 11
Hilton, D. C., Canu, W. H., & Jarrett, M. A. (2022) · Journal of American College Health · doi:10.1080/07448481.2022.2109038 · Cited by 18
“16 Deficits in EF are central to several psychological conditions that are associated with poor social functioning, including attention-deficit/hyperactivity disorder (ADHD), 17 learning disorders (LD), 18 autism, 19 depression, 20 anxiety, 21 and schizophrenia.”
Bilingualism, Culture, and Executive Functions: Is There a Relationship?
Xie, W., Altarriba, J., & Ng, B. C. (2022) · Languages · doi:10.3390/languages7040247 · Cited by 13
“Moreover, they are also found to predict theory of mind in developing children (Sabbagh et al. 2006) and have significant implications for an individual’s personal, social, and academic development (Best et al. 2011).”
BackgroundGrobe, S. E., Könen, T., David, C., Grüneisen, L., Dörrenbächer‐Ulrich, L., Perels, F., & Karbach, J. (2024) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2024.106014 · Cited by 13
Gkora, V., & Drigas, A. S. (2024) · Scientific Electronic Archives · doi:10.36560/17520241974 · Cited by 16
Soga, K., Kamijo, K., & Masaki, H. (2016) · The Journal of Physical Fitness and Sports Medicine · doi:10.7600/jpfsm.5.57 · Cited by 13
Child Distributive Behavior and Inhibitory Control in a Private Context
Reis, R. M. A., & Sampaio, L. R. (2019) · Paidéia (Ribeirão Preto) · doi:10.1590/1982-4327e2933 · Cited by 15
“…regarding age (Cragg & Nation, 2008; Lemes & Rossini, 2014), demonstrating that inhibitory capacity gradually increases over human development (Best et al., 2011) in function of the maturation process of the prefrontal cortex and of social consequences, which may be reinforcing or punitive…”
BackgroundResultSpanou, M., Stavrou, N. A. M., Δανιά, Α., & Venetsanou, F. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19095646 · Cited by 13
“Due to the importance of EFs for school readiness [5], academic achievement [6], and mental health [7], a growing body of literature has increasingly focused on environmental factors that may improve (or inhibit) the development of those significant cognitive processes [5,8].”
BackgroundKuiper, K. C., Swaab, H., Tartaglia, N. R., Buggenhout, G. V., Wouters, C., & van Rijn, S. (2022) · Genes Brain & Behavior · doi:10.1111/gbb.12811 · Cited by 10
Fernández‐Sánchez, A., Redondo‐Tébar, A., Sánchez‐López, M., Visier‐Alfonso, M. E., Muñoz‐Rodríguez, J. R., & Martínez‐Vizcaíno, V. (2022) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12827 · Cited by 14
Colantonio, J. A., Bascandziev, I., Theobald, M., Brod, G., & Bonawitz, E. B. (2022) · IEEE Transactions on Cognitive and Developmental Systems · doi:10.1109/tcds.2022.3220963 · Cited by 16
“This is important to do because executive function skills are considered to be especially relevant to learning in academic contexts [61], [62], [63], [64], [65].”
BackgroundThe Role of Peers’ Executive Function and Classroom Quality in Preschoolers’ School Readiness
Korucu, I., Paes, T. M., Costello, L., Duncan, R. J., Purpura, D. J., & Schmitt, S. A. (2023) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2023.101532 · Cited by 13
van der Wurff, I. S. M., Bakker, E. C., Hornstra, G., Kirschner, P. A., Gielen, M., Godschalk, R., Kremers, S., Zeegers, M. P., & de Groot, R. H. M. (2016) · Prostaglandins Leukotrienes and Essential Fatty Acids · doi:10.1016/j.plefa.2016.03.005 · Cited by 11
How Parental Support During Homework Contributes to Helpless Behaviors Among Struggling Readers
Orkin, M., May, S. C., & Wolf, M. (2017) · Reading Psychology · doi:10.1080/02702711.2017.1299822 · Cited by 16
Memoria de trabajo y aprendizaje
González-Nieves, S., Morales, F. H. F., & Duarte, J. E. (2016) · Saber ciencia y libertad · doi:10.22525/sabcliber.2016v11n2.161176 · Cited by 21
Muñoz, M. P., & Filippetti, V. A. (2019) · Propósitos y Representaciones · doi:10.20511/pyr2019.v7n2.281 · Cited by 11
Metadata
- Authors
- Best, J. R., Miller, P. H., & Naglieri, J. A.
- Affiliations
- Washington University in St. Louis (US)
- San Francisco State University (US)
- George Mason University (US)
- Corresponding author
- Best, John R.
- Venue
- Learning and Individual Differences
- Publisher
- Elsevier BV
- Published
- 2011-08
- Volume
- 21
- Issue
- 4
- Pages
- 327-336
- ISSN
- 1041-6080 (ISSN-L)
- PMC
- PMC3155246
- OpenAlex
- W2062718236
- Cited by
- 1,294
- References
- 86
- Citations by year
- 2026: 79 · 2025: 99 · 2024: 88 · 2023: 109 · 2022: 147 · 2021: 132 · 2020: 127 · 2019: 110 · 2018: 110 · 2017: 77 · 2016: 77 · 2015: 60 · 2014: 40 · 2013: 25 · 2012: 13
- FWCI
- 32.37
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Learning and Individual Differences (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Diabetes and Digestive and Kidney Diseases (R01DK070922, R01DK060692)
- Topics
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Education › Early Childhood Education and Development
- Keywords
- executive function, academic performance, cognitive development, age-related changes, cognitive assessment, mathematics achievement, reading achievement, domain-general cognition, children and adolescents
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