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Executive Functioning as a Predictor of Children's Mathematics Ability: Inhibition, Switching, and Working Memory
Abstract
Children's mathematical skills were considered in relation to executive functions. Using multiple measures--including the Wisconsin Card Sorting Task (WCST), dual-task performance, Stroop task, and counting span-it was found that mathematical ability was significantly correlated with all measures of executive functioning, with the exception of dual-task performance. Furthermore, regression analyses revealed that each executive function measure predicted unique variance in mathematics ability. These results are discussed in terms of a central executive with diverse functions (Shallice & Burgess, 1996) and with recent evidence from Miyake, et al. (2000) showing the unity and diversity among executive functions. It is proposed that the particular difficulties for children of lower mathematical ability are lack of inhibition and poor working memory, which result in problems with switching and evaluation of new strategies for dealing with a particular task. The practical and theoretical implications of these results are discussed, along with suggestions for task changes and longitudinal studies that would clarify theoretical and developmental issues related to executive functioning.
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“An early demonstration of this relation was seen in a correlational study in which measures of working memory and the flexible shifting of attention were shown to independently predict early mathematics achievement over and above measures of reading ability and IQ”
From School Readiness and Self-Regulation: A Developmental Psychobiological Approach (2015) · cites this paper as Bull & Scerif 2001
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“Children Õ s abilities to store and manipulate information in short-term memory are closely associated with scholastic attainments over the school years.”
From A structural analysis of working memory and related cognitive skills in young children (2004) · cites this paper as Bull & Scerif, 2001
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“more verbally laden executive tasks is the potentially stronger relations to outcomes of interest that both more heavily demand verbal skills and utilize a verbal presentation format, such as emergent reading and mathematics achievement (e.g., Bull & Scerif, 2001; Espy et al., 2004; Gathercole & Pickering, 2000).”
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“Though some research with older children has found unique effects on math abilities for multiple facets of executive function, inhibitory control remains a significant predictor of children’s math, even when accounting for working memory and cognitive flexibility (Bull and Scerif, 2001).”
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“…suggests that there is a significant association between inhibition and working memory, and reading and mathematics abilities (Blair & Razza, 2007; Bull & Scerif, 2001; Christopher et al., 2012; Gernsbacher & Faust, 1991; Protopapas, Archonti, & Skaloumbakas, 2007; St ClairThompson & Gathercole,…”
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“In fact, executive function has supplanted IQ as one of the most powerful predictors of academic achievement and educational attainment (Bull and Scerif, 2001; Espy et al., 2004).”
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“…Kane and Engle, 2002; Banich, 2009), substantial evidence supports the fact that EFs play an essential role in learning and academic achievement (Bull and Scerif, 2001; St Clair-Thompson and Gathercole, 2006), knowledge acquisition (Blair and Razza, 2007; Danielsson et al., 2010), metacognition…”
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“For example, counting, addition problem solving, multidigit operations, and word problem solving all are affected by individual differences in working memory capacity (Barrouillet & Lépine, 2005; Bull & Scerif, 2001; DeStefano & LeFevre, 2004; Geary et al., 1991, 1999; Lépine et al., 2005).”
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“…working memory and inhibition) or intelligence in order to measure only unique variance of ANS acuity and math performance, as intelligence, inhibition, and working memory were found to correlate with math performance (Bull and Scerif, 2001; Deary et al., 2007; Friso-van den Bos et al., 2013).”
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“Verbal working memory plays a strong role in math skills in 7-year-olds (Bull & Scerif, 2001) and is also a reliable indicator of mathematical difficulties in the first year of formal schooling (Gersten, Jordan, & Flojo, 2005).”
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“In line with this, executive functions are predictive for literacy acquisition (Alloway et al., 2005; Gathercole, Alloway, Willis, & Adams, 2006), as well as for arithmetic performance (Bull & Scerif, 2001; Geary & Hoard, 2001; Lee et al., 2004).”
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“Learning multiple solution strategies for problems and using other specific strategies that require effortful cognitive skills have been shown to be closely associated with demand on CEFs (e.g., Bull & Scerif, 2001).”
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“Despite the weight of literature indicating that working memory is related to mathematic skills, it must be noted that the intricacies of this relationship remain unclear [64,65].”
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“That working memory was most predictive of both reading and math achievement, net of inhibitory control and cognitive flexibility, corroborates other studies that have observed similar patterns (Allan et al., 2014; Bull & Scerif, 2001; Geary, 2011; Welsh et al., 2010).”
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“A second measure of attention shifting, the number Stroop task (Bull & Scerif, 2001), was administered in first, second, and third grade.”
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Self-citationChallenges in Identifying Target Skills for Math Disability Screening and Intervention
Mazzocco, M. M. M. (2005) · Journal of Learning Disabilities · doi:10.1177/00222194050380040701 · Cited by 88
“I add to these the contributions of clinical neuropsychology (e.g., Bull & Scerif, 2001; Casey, Pezaris, & Nuttall, 1992; Cirino, Morris, & Morris, 2002; Dehaene, Piazza, Pinel, & Cohen, 2005; Fayol, Barrouillet, & Marinthe, 1998; von Aster, 2000) and behavioral neurogenetics (e.g., Barnes,…”
BackgroundInfluentialExecutive functions predict conceptual learning of science
Rhodes, S., Booth, J. N., Palmer, L. E., Blythe, R. A., Delibegović, M., & Wheate, N. (2016) · British Journal of Developmental Psychology · doi:10.1111/bjdp.12129 · Cited by 98
“Executive Functions and Science 4 There is an established link between working memory and a range of areas of academic learning such as reading (Daneman and Carpenter, 1980), language (Daneman and Merickle, 1996) and mathematics (Bull and Scerif, 2001).”
BackgroundBehavioral and Brain Measures of Executive Attention and School Competence in Late Childhood
Checa, P., & Rueda, M. R. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2011.591857 · Cited by 85
“In consonance with this, other studies have shown that measures tapping executive attention, such as Stroop-like interference and performance on inhibitory control tasks, also show a consistent relationship with arithmetic competence ( Blair & Razza, 2007 ; Bull, Espy, & Wiebe, 2008 ; Bull & Scerif, 2001 ).”
ResultExecutive Function Skills, Early Mathematics, and Vocabulary in Head Start Preschool Children
Harvey, H. A., & Miller, G. E. (2016) · Early Education and Development · doi:10.1080/10409289.2016.1218728 · Cited by 98
ICTs in Special Education: A Review
Drigas, A. S., & Ioannidou, R.-E. (2013) · Communications in computer and information science · doi:10.1007/978-3-642-35879-1_43 · Cited by 85
“There is evidence that shows that poor memory skills characterize children failing to progress normally in different areas of needs [21], [22].”
BackgroundWatts, T. W., Gandhi, J., Ibrahim, D. A., Masucci, M. D., & Raver, C. C. (2018) · PLoS ONE · doi:10.1371/journal.pone.0200144 · Cited by 95
Huang, T., Tarp, J., Domazet, S. L., Gejl, A. K., Froberg, K., Andersen, L. B., & Bugge, A. (2015) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2015.07.009 · Cited by 94
“For example, inhibitory control, working memory, and cognitive flexibility were positively correlated with math ability in preadolescents.(8) However, findings on the association between adiposity and academic performance have been inconsistent.”
BackgroundWhite matter microstructure is associated with cognitive control in children
Chaddock‐Heyman, L., Erickson, K. I., Voss, M. W., Powers, J., Knecht, A. M., Pontifex, M. B., Drollette, E. S., Moore, R. D., Raine, L. B., Scudder, M. R., et al. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.05.008 · Cited by 92
Investigating Mechanisms of Suppression in Preschool Children With Specific Language Impairment
Spaulding, T. J. (2010) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2009/09-0041 · Cited by 91
Attentional networks in developmental dyscalculia
Askenazi, S., & Henik, A. (2010) · Behavioral and Brain Functions · doi:10.1186/1744-9081-6-2 · Cited by 87
“The connection between mathematical abilities and inhibition of response or executive functions was previously discussed [21].”
Do subitizing deficits in developmental dyscalculia involve pattern recognition weakness?
Ashkenazi, S., Mark‐Zigdon, N., & Henik, A. (2012) · Developmental Science · doi:10.1111/j.1467-7687.2012.01190.x · Cited by 85
D'Amico, A., & Passolunghi, M. (2009) · Learning and Individual Differences · doi:10.1016/j.lindif.2009.01.001 · Cited by 87
Morgan, P. L., Li, H., Farkas, G., Cook, M., Pun, W. H., & Hillemeier, M. M. (2016) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2016.01.004 · Cited by 98
“…of early intervention efforts designed to help young children experiencing reading or mathematics difficulties (e.g., Bull, Espy, & Wiebe, 2008; Bull & Scerif, 2001; Pham & Hasson, 2014; Pickering & Gathercole, 2004; Swanson & Saez, 2003; Swanson, Zheng, & Jerman, 2009; Toll, van der Ven,…”
BackgroundExecutive function and early reading skills
Foy, J. G., & Mann, V. A. (2012) · Reading and Writing · doi:10.1007/s11145-012-9376-5 · Cited by 102
The Inhibition Capacities of Children with Mathematical Disabilities
Censabella, S., & Noël, M. (2006) · Child Neuropsychology · doi:10.1080/09297040601052318 · Cited by 84
“Interestingly, these two studies used a numerical Stroop of the same type as the one used by Bull and Scerif (2001), but both resulted in findings that challenge the conclusions of these latter authors.”
BackgroundMethodResultInfluentialSchillinger, F. L., Vogel, S., Diedrich, J., & Grabner, R. H. (2017) · Learning and Individual Differences · doi:10.1016/j.lindif.2017.11.014 · Cited by 104
Sustained Effect of Music Training on the Enhancement of Executive Function in Preschool Children
Shen, Y., Lin, Y., Liu, S., Fang, L., & Liu, G. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01910 · Cited by 102
“This span was recorded as the maximum number of counts recalled in the correct serial order (Towse and Hitch, 1995; Bull and Scerif, 2001).”
BackgroundA hand full of numbers: a role for offloading in arithmetics learning?
Costa, A. J. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00368 · Cited by 83
“Direct implication of central executive mechanisms in math learning difficulties has been demonstrated several www.frontiersin.org December 2011 | Volume 2 | Article 368 | 1 times (e.g., Bull and Scerif, 2001; van der Sluis et al., 2004, see review in Raghubar et al., 2010).”
BackgroundDevelopmental dyscalculia: Fresh perspectives
Szűcs, D., & Goswami, U. (2013) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2013.06.004 · Cited by 85
“Yet others link DD to impairment in verbal and visual working memory [6,23,24,31,53,54,77], impairment in spatial processing [60,61], impairment in attentional function [3,30,77], impairment in inhibitory function [5,6,20,77] and impairment in phonological ability [78].”
Developmental Change in Proactive Interference
Kail, R. V. (2002) · Child Development · doi:10.1111/1467-8624.00500 · Cited by 90
How common are WM deficits in children with difficulties in reading and mathematics?
Gathercole, S. E., CALM Team, Woolgar, F., Kievit, R., Astle, D. E., Manly, T., & Holmes, J. (2016) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2016.07.013 · Cited by 84
“…2009), the direct etrieval of mathematical facts (Barrouillet & Lépine, 2005), electing and switching between appropriate solution strateies (Bull & Scerif, 2001; DeStefano & LeFevre, 2004), the o-ordination of multiple steps of complex mathematical probems (Imbo, Vandierendonck, & De Rammelaere,…”
Mann, T. D., Hund, A. M., Hesson-McInnis, M. S., & Roman, Z. J. (2016) · Mind Brain and Education · doi:10.1111/mbe.12134 · Cited by 98
“These findings are consistent with past results indicating that working memory is related to the development of language, spelling, writing, reading comprehension, counting, and mathematics (Bull & Scerif, 2001; Espy et al., 2004).”
ResultWilkey, E. D., Pollack, C., & Price, G. R. (2018) · Child Development · doi:10.1111/cdev.13194 · Cited by 95
“This array of findings has led some to suggest that DD may involve a domain-specific executive function problem (e.g., Bull & Scerif, 2001).”
BackgroundInfluentialPhonological storage and executive function deficits in children with mathematics difficulties
Peng, P., Sun, C., Li, B., & Tao, S. (2012) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2012.04.004 · Cited by 88
Early Executive Function at Age Two Predicts Emergent Mathematics and Literacy at Age Five
Mulder, H., Verhagen, J., van der Ven, S. H. G., Slot, P. L., & Leseman, P. P. M. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01706 · Cited by 108
“EF and (Emergent) Academic Skills in Preschoolers and Kindergartners A wealth of studies on the relationship between EF and emergent academic skills in preschoolers, kindergartners, and older children has shown that EF significantly relates to both mathematics and literacy skills (e.g., Alexander et al., 1993; Bull an…”
BackgroundInfluentialKuhn, J., & Holling, H. (2014) · Advances in Cognitive Psychology · doi:10.5709/acp-0157-2 · Cited by 92
Cognitive performance across the life course of Bolivian forager-farmers with limited schooling.
Gurven, M., Fuerstenberg, E., Trumble, B. C., Stieglitz, J., Beheim, B., Davis, H. E., & Kaplan, H. S. (2016) · Developmental Psychology · doi:10.1037/dev0000175 · Cited by 81
“A well-developed working memory and the ability to control attention enables individuals to focus and process information more efficiently, which further supports the retention of knowledge (Ruchkin et al. 2003; Bull & Scerif 2001).”
BackgroundA critical review of research on executive functions in sport and exercise
Furley, P., Schütz, L.-M., & Wood, G. (2023) · International Review of Sport and Exercise Psychology · doi:10.1080/1750984x.2023.2217437 · Cited by 91
“…summarized as the unity-but-diversity view and suggests that EF consists of related but separable components (e.g. Anderson et al., 2001; Asato et al., 2006; Bull & Scerif, 2001; Hughes, 1998; Huizinga et al., 2006; Lehto et al., 2003; Miyake et al., 2000; St Clair-Thompson & Gathercole, 2006).”
Memory Abilities in Children With Subtypes of Dyscalculia
Rosselli, M., Matute, E., Pinto, N., & Ardila, A. (2006) · Developmental Neuropsychology · doi:10.1207/s15326942dn3003_3 · Cited by 79
“Inhibitory problems manifested in other cognitive domains have been also reported in children with lower mathematical ability (Bull & Scerif, 2001).”
BackgroundLes fonctions exécutives chez l'enfant: Concepts et développement.
Chevalier, N. (2010) · Canadian Psychology/Psychologie canadienne · doi:10.1037/a0020031 · Cited by 128
Starr, A., DeWind, N. K., & Brannon, E. M. (2017) · Cognition · doi:10.1016/j.cognition.2017.07.004 · Cited by 77
“However, there was a trend towards a significant contribution of inhibitory control, which is in line with previous studies demonstrating a link between inhibitory control and math performance (Bull & Lee, 2014; Bull & Scerif, 2001; St Clair-Thompson & Gathercole, 2006).”
Metadata
- Authors
- Bull, R., & Scerif, G.
- Affiliations
- University of Aberdeen (GB)
- Venue
- Developmental Neuropsychology
- Publisher
- Informa UK Limited
- Published
- 2001-06
- Volume
- 19
- Issue
- 3
- Pages
- 273-293
- ISSN
- 1532-6942 (ISSN-L)
- 8756-5641
- OpenAlex
- W2142887785
- Semantic Scholar
- 813c3c045849f82cac2db2f26cee0ca306349f28
- Cited by
- 1,501
- References
- 67
- Citations by year
- 2026: 32 · 2025: 45 · 2024: 46 · 2023: 84 · 2022: 82 · 2021: 64 · 2020: 78 · 2019: 96 · 2018: 112 · 2017: 101 · 2016: 81 · 2015: 76 · 2014: 103 · 2013: 97 · 2012: 80
- FWCI
- 13.01
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Developmental Neuropsychology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Nuffield Foundation
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Cognitive and developmental aspects of mathematical skills
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- executive function, mathematical ability, children, inhibition, cognitive flexibility, working memory, central executive, dual-task performance, Stroop task, Wisconsin Card Sorting Test, strategy evaluation
- MeSH terms
- Child, Cognition, Female, Humans, Inhibition, Psychological, Male, Mathematics, Memory
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