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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
In the citing paper
“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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“…a study examining mathematics ability in children in the first grade, at age 7 years, independent effects were reported for inhibitory control, attention shifting , and working memory aspects of executive function, with the most robust relation being that for working memory (Bull & Scerif, 2001).”
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“…executive functioning and children’s early emerging and developing mathematical skills across a wide age range (e.g., Bull, Johnston, & Roy, 1999; Bull & Scerif, 2001; Espy, McDiarmid, Cwik, Stalets, Hamby, & Senn, 2004; Gathercole & Pickering, 2000; Gathercole et al., 2004; McLean & Hitch,…”
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“…attention, working memory, and inhibitory control are each important for school performance and adaptation (Alexander et al., 1993; Blair, 2002; Bull & Scerif, 2001; McClelland et al., 2006; National Institute of Child Health & Human Development [NICHD] Early Child Care Research Network, 2003).”
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Best, J. R., Miller, P. H., & Naglieri, J. A. (2011) · Learning and Individual Differences · doi:10.1016/j.lindif.2011.01.007 · Cited by 1,294
“…on inhibition and working memory tasks, in particular, consistently relates to performance in mathematics and reading (Blair & Razza, 2007; Bull & Scerif, 2001; Protopapas, Archonti, & Skaloumbakas, 2007; St. Clair-Thompson & Gathercole, 2006; van der Schoot, Licht, Horsley, & Sergeant,…”
Investigating the predictive roles of working memory and IQ in academic attainment
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“Working memory is also linked to math outcomes; low working memory scores are closely related to poor performance on arithmetic word problems (Swanson & Sachse-Lee, 2001) and poor computational skills (Bull & Scerif, 2001; Geary, Hoard, & Hamson, 1999).”
Executive functions and achievements in school: Shifting, updating, inhibition, and working memory
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“The results are consistent with findings of independent contributions of discrete executive functions to children’s attainment in mathematics (Bull & Scerif, 2001) and extend these findings to standardized assessments in English, mathematics, and science.”
BackgroundResultInfluentialSchool Readiness and Self-Regulation: A Developmental Psychobiological Approach
Blair, C., & Raver, C. C. (2015) · Annual Review of Psychology · doi:10.1146/annurev-psych-010814-015221 · Cited by 1,240
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“Similarly, Bull and Scerif (2001) found that 7-year-olds with lower math ability showed poorer inhibition (indicated by greater Stroop interference), difficulty switching from a learned strategy to a new strategy (indicated by increased perseverative responses on the WCST; see also Bull, Johnston,…”
BackgroundGathercole, S. E., Pickering, S. J., Knight, C. J., & Stegmann, Z. (2003) · Applied Cognitive Psychology · doi:10.1002/acp.934 · Cited by 1,056
“It has also been found that children with poor mathematical abilities show deficits in complex working memory span tasks (Bull & Scerif, 2001; Mayringer & Wimmer, 2000; Siegel & Ryan, 1989).”
BackgroundPonitz, C. C., McClelland, M. M., Matthews, J. S., & Morrison, F. J. (2009) · Developmental Psychology · doi:10.1037/a0015365 · Cited by 934
“…superiority likely arises because the skills required by tasks like the HTKS (attentional focusing, working memory, and inhibitory control) also help children perform well scholastically and on academic classroom tasks (Bull & Scerif, 2001; Howse, Calkins, et al., 2003; McClelland et al., 2000).”
BackgroundWelsh, J. A., Nix, R. L., Blair, C., Bierman, K. L., & Nelson, K. E. (2010) · Journal of Educational Psychology · doi:10.1037/a0016738 · Cited by 775
“Bull and Scerif (2001) found that tasks assessing inhibitory control of attention and attention set shifting (in addition to working memory ) made independent contributions to math achievement for first-grade children.”
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“…for early mathematical ability, as several studies have shown predictive relations between working memory, inhibitory control, and attention shifting measures of EF and math skill acquisition in preschool and the early elementary grades (Blair & Razza, 2007; Bull & Scerif, 2001; Espy et al., 2004).”
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“Each is associated with language and math skills among preschool-aged children (Blair & Razza, 2007; Bull & Scerif, 2001; Diamond, Carlson, & Beck, 2005; Gathercole & Pickering, 2000).”
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Preschool executive functioning abilities predict early mathematics achievement
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Effects of the FITKids Randomized Controlled Trial on Executive Control and Brain Function
Hillman, C. H., Pontifex, M. B., Castelli, D. M., Khan, N. A., Raine, L. B., Scudder, M. R., Drollette, E. S., Moore, R. D., Wu, C.-T., & Kamijo, K. (2014) · Pediatrics · doi:10.1542/peds.2013-3219 · Cited by 661
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“…suggested that specific activities of the central executive related to suppression of irrelevant information and resource monitoring are deficient in children with math and/or reading disabilities (Bull & Scerif, 2001; Chiappe et al., 2000; Passolunghi, Cornoldi, & De Liberto, 1999; Swanson, 1999).”
BackgroundA structural analysis of working memory and related cognitive skills in young children
Alloway, T. P., Gathercole, S. E., Willis, C., & Adams, A.-M. (2004) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2003.10.002 · Cited by 606
“Links have been found between these working memory abilities and attainments in the areas of reading (e.g., De Jong, 1998; Swanson, 1994), mathematics (e.g., Bull & Scerif, 2001; * Corresponding author.”
BackgroundCragg, L., & Gilmore, C. K. (2014) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2013.12.001 · Cited by 667
“…as mathematical word problems, across a range of different age groups (Agostino, Johnson, & Pascual- Leone, 2010; Andersson, 2007, 2008; Berg, 2008; Bull & Scerif, 2001; Campos, Almeida, Ferreira, Martinez, & Ramalho, 2012; Hecht, Close, & Santisi, 2003; Kroesbergen et al., 2009; Lee, Ng, Ng, &…”
Working memory and mathematics in primary school children: A meta-analysis
den Bos, I. F., van der Ven, S. H. G., Kroesbergen, E. H., & Luit, J. E. H. V. (2013) · Educational Research Review · doi:10.1016/j.edurev.2013.05.003 · Cited by 670
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“Additional covariates included measures of lexical retrieval speed (Willburger, Fussenegger, Moll, Wood, & Landerl, 2008), visual perceptual skills (Mazzocco, Bhatia, & Lesniak-Karpiak, 2006), memory, working memory, and spatial memory (e.g., Bull & Scerif, 2001).”
Leibovich, T., Katzin, N., Harel, M., & Henik, A. (2016) · Behavioral and Brain Sciences · doi:10.1017/s0140525x16000960 · Cited by 580
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Working memory development in monolingual and bilingual children
Morales, J., Calvo, A., & Bialystok, E. (2012) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2012.09.002 · Cited by 599
“…2004; Savage, Cornish, Manly, & Hollis, 2006) and later language and math achievement (Barrouillet & Lepine, 2005; Blair & Razza, 2007; Bull & Scerif, 2001; Espy et al., 2004; Gathercole et al., 2004; Passolunghi, Vercelloni, & Schadee, 2007; Swanson & Kim, 2007) depend heavily on working…”
Number development and developmental dyscalculia
von Aster, M., & Shalev, R. S. (2007) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.2007.00868.x · Cited by 519
Executive functioning in children, and its relations with reasoning, reading, and arithmetic
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The Contribution of Executive Functions to Emergent Mathematic Skills in Preschool Children
Espy, K. A., McDiarmid, M. M., Cwik, M. F., Stalets, M. M., Hamby, A., & Senn, T. E. (2004) · Developmental Neuropsychology · doi:10.1207/s15326942dn2601_6 · Cited by 687
“Several investigators (Bull & Scerif, 2001; Gathercole & Pickering, 2000; McLean & Hitch, 1999) have noted the role of WM in mathematics in older school-age children.”
BackgroundMethodResultInfluentialThe Cognitive and Behavioral Characteristics of Children With Low Working Memory
Alloway, T. P., Gathercole, S. E., Kirkwood, H., & Elliott, J. (2009) · Child Development · doi:10.1111/j.1467-8624.2009.01282.x · Cited by 569
“…skills are characteristic of children failing to progress normally in the areas of reading (e.g., De Jong, 1998; Swanson, 1994), mathematics (e.g., Bull & Scerif, 2001; Mayringer & Wimmer, 2000; Passolunghi & Siegel, 2001; Siegel & Ryan, 1989), and language comprehension (e.g., Nation, Adams,…”
BackgroundPredictors of early growth in academic achievement: the head-toes-knees-shoulders task
McClelland, M. M., Cameron, C. E., Duncan, R., Bowles, R. P., Acock, A. C., Miao, A., & Pratt, M. E. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00599 · Cited by 597
“We also expected that the HTKS and measures of EF would be especially predictive of growth in early mathematics skills (Bull and Scerif, 2001; Cameron Ponitz et al., 2009; Bull et al., 2011).”
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“For example, in a study examining math ability in first graders, independent effects were reported for inhibition, attention shifting, and working memory aspects of EF, with the most robust relation being that for working memory (Bull & Scerif, 2001).”
BackgroundExecutive Functioning and Mathematics Achievement
Bull, R., & Lee, K. (2014) · Child Development Perspectives · doi:10.1111/cdep.12059 · Cited by 552
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“For example, Bull and Scerif (2001) demonstrated that measures of the shifting and working memory aspects of EF were uniquely associated with math achievement at the end of first grade.”
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Shifting ability predicts math and reading performance in children: a meta-analytical study
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“Clark et al. (2010) for instance found that the Flexible Item Selection Task showed robust correlations with later achievement scores whereas the Shape School-Switch Condition demonstrated no association with achievement in preschool children after controlling for verbal intelligence, working memory and inhibition.”
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Developmental dyscalculia is related to visuo-spatial memory and inhibition impairment
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“In addition, tasks with interference suppression demands have been shown to be strongly related to mathematical development (e.g., Bull and Scerif, 2011; Espy et al., 2004; Blair and Razza, 2007; Swanson, 2011; Marzocchi et al., 2002).”
BackgroundJacob, R., & Parkinson, J. (2015) · Review of Educational Research · doi:10.3102/0034654314561338 · Cited by 538
“…2004), and numerous studies have documented an association between executive function and achievement in both reading and mathematics (e.g., Alloway, Banner, & Smith, 2010; Bull & Scerif, 2001; Clark, Pritchard, & Woodward, 2010; Espy et al., 2004; Gathercole, Pickering, Knight, & Stegmann, 2004).”
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“…Swanson, & Reiser, 2008), and grade point average (Liew, McTigue, Barrois, & Hughes, 2008; Zhou et al., 2010) EF has been positively related to academic achievement and school readiness (e.g., Blair, 2002; Blair, Granger, & Razza, 2005; Blair & Razza, 2007; Bull & Scerif, 2001; Espy et al., 2004)”
BackgroundInfluentialWorking memory and access to numerical information in children with disability in mathematics
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“…of these skills under the categories of cognitive self-regulation, self-discipline, effortful control, or executive function (Blair and Diamond, 2008; Blair and Razza, 2007; Bull and Scerif, 2001; Bull et al., 2008; Duckworth and Seligman, 2005; Duncan et al., 2007; Clair-Thompson et al., 2006).”
BackgroundLongitudinal associations between executive functioning and academic skills across content areas.
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“…Kirkwood, & Elliott, 2009; Pickering, 2006; Rapport, Scanlan, & Denney, 1999), as for example, to mathematical skills (e.g., Alloway et al., 2005; Bull & Scerif, 2001; Gathercole, 1999; Mayringer & Wimmer, 2000; McLean & Hitch, 1999; Passolunghi & Siegel, 2001; Siegal & Ryan, 1989), but also to…”
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“…to restructure knowledge and information based on changing situational demands (Diamond, 2006), and there is a lack of consensus regarding the functional role of this cognitive process in academic achievement (Bull & Scerif, 2001; DeStefano & LeFevre, 2004; St. Clair-Thompson & Gathercole, 2006).”
BackgroundMurphy, M. M., Mazzocco, M. M. M., Hanich, L. B., & Early, M. C. (2007) · Journal of Learning Disabilities · doi:10.1177/00222194070400050901 · Cited by 366
Spiegel, J. A., Goodrich, J. M., Morris, B. M., Osborne, C. M., & Lonigan, C. J. (2021) · Psychological Bulletin · doi:10.1037/bul0000322 · Cited by 362
“…is concurrently associated with difficulties in reading (e.g., Christopher et al., 2012; de Jong et al., 2009), mathematics (e.g., Andersson, 2008; Bull & Scerif, 2001), and language (e.g., Lonigan et al., 2016; McClelland et al., 2007), and it is longitudinally predictive of academic…”
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“strength of the correlations between TEMA-2 performance and either rapid naming or DTPV-2 performance was comparable to the correlation reported by Bull and Scerif (2001) between math performance and executive function skills.”
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“…efficiency (i.e. smaller conflict scores) show higher levels of competence at school, understanding competence as a combination of school achievement and adequate socio-emotional adjustment in the classroom (Blair and Razza, 2007; Bull and Scerif, 2001; Checa et al., 2008; Rueda et al., 2010).”
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Dowker, A. (2012) · Cited by 324
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“The WCST has been used as a measure of set-shifting and executive function in typically developing children (Arffa, Lovell, Podell, & Goldberg, 1998; Bull & Scerif, 2001; Chelune & Baer, 1986; Levin et al., 1991; Somsen, in press; Welsh, Pennington, & Groisser, 1991) and performance is thought to…”
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Computer-assisted intervention for children with low numeracy skills
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“…appears to be more strongly related to math than reading achievement, which is interesting given the presumed involvement of the prefrontal cortex in both solving math problems and completing inhibitory control tasks (Blair & Razza, 2007; Bull et al., 2008; Bull & Scerif, 2001; Espy et al., 2004).”
Working Memory in the Classroom
Gathercole, S. E., Lamont, E., & Alloway, T. P. (2006) · Elsevier eBooks · doi:10.1016/b978-012554465-8/50010-7 · Cited by 309
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“…found to be related to whole number arithmetic; moreover, children with LA tend to exhibit executive functioning deficits relative to typically achieving peers (Bull & Scerif, 2001; Mazzocco & This document is copyrighted by the American Psychological Association or one of its allied publishers.”
BackgroundA Longitudinal Assessment of Executive Function Skills and Their Association with Math Performance
Mazzocco, M. M. M., & Kover, S. T. (2006) · Child Neuropsychology · doi:10.1080/09297040600611346 · Cited by 326
“Our findings support that working memory contributes to both concurrent (Bull & Scerif, 2001) and emerging (Espy et al., 2004) mathematics skills.”
BackgroundInfluentialHolmes, J., & Adams, J. W. (2006) · Educational Psychology · doi:10.1080/01443410500341056 · Cited by 297
“…executive ability (such as operation or listening span) have also been associated with children’s mathematics (e.g., Bull, Johnston, & Roy, 1999; Bull & Scerif, 2001; Gathercole & Pickering, 2000a, 2000b; Hitch & McAuley, 1991; Jarvis & Gathercole, 2003; Maybery & Do, 2003; Wilson & Swanson,…”
MethodResultInfluentialKindergarten Predictors of Math Learning Disability
Mazzocco, M. M. M., & Thompson, R. E. (2005) · Learning Disabilities Research and Practice · doi:10.1111/j.1540-5826.2005.00129.x · Cited by 342
“For instance, inhibition, task switching, and working memory have been implicated as predictive of concurrent math ability in primary school-age children ( Bull & Scerif, 2001 ); and working memory is deficient in children with MLD (Geary, 2004; Kaufmann, 2002; McLean & Hitch, 1999).”
BackgroundInfluentialThe development of executive functions and early mathematics: A dynamic relationship
Van der Ven, S. H. G., Kroesbergen, E. H., Boom, J., & Leseman, P. P. M. (2012) · British Journal of Educational Psychology · doi:10.1111/j.2044-8279.2011.02035.x · Cited by 295
“…relationships between tasks measuring executive functions and (preparatory) maths skills (e.g., Barouillet & Lépine, 2005; Blair & Razza, 2007; Bull & Scerif, 2001; D’Amico & Guarnera, 2005; Espy et al., 2004; Gathercole & Pickering, 2000; Geary, Hoard, Byrd-Craven, & DeSoto, 2004; Van der…”
Inhibition and shifting in children with learning deficits in arithmetic and reading
van der Sluis, S., de Jong, P. F., & van der Leij, A. (2004) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2003.12.002 · Cited by 330
Kassai, R., Futo, J., Demetrovics, Z., & Takacs, Z. K. (2019) · Psychological Bulletin · doi:10.1037/bul0000180 · Cited by 294
“Although weak or at most moderate correlations among the components are consistently found in the literature (Bull & Scerif, 2001; Carlson, Moses, & Breton, 2002; Senn, Espy, & Kaufmann, 2004; St. Clair-Thompson & Gathercole, 2006), in most studies those disappear after controlling for age and…”
BackgroundAhmed, S. F., Tang, S., Waters, N. E., & Davis-Kean, P. (2019) · Journal of Educational Psychology · doi:10.1037/edu0000296 · Cited by 293
Representation and working memory in early arithmetic
Rasmussen, C., & Bisanz, J. (2005) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2005.01.004 · Cited by 408
Individual Differences in Arithmetic
Dowker, A. (2005) · Psychology Press eBooks · doi:10.4324/9780203324899 · Cited by 286
Symbolic and nonsymbolic number comparison in children with and without dyscalculia
Mussolin, C., Mejias, S., & Noël, M. (2010) · Cognition · doi:10.1016/j.cognition.2009.10.006 · Cited by 318
“Early research focused on general cognitive functions such as working memory (e.g., Bull & Scerif, 2001), visuospatial attention (Rourke, 1993; Rourke & Conway, 1997), and retrieval of information from long-term memory (Geary, Hamson, & 0010-0277/$ - see front matter 2010 Published by Elsevier B.V.…”
BackgroundDirect and indirect influences of executive functions on mathematics achievement
Cragg, L., Keeble, S., Richardson, S., Roome, H. E., & Gilmore, C. K. (2017) · Cognition · doi:10.1016/j.cognition.2017.01.014 · Cited by 290
“This is in line with previous research (Bull & Scerif, 2001; Sz}ucs et al., 2013) and provides evidence in support of the proposal that there are multiple domainspecific inhibitory control systems, rather than a single inhibitory system which applies across all domains (Egner, 2008).”
Executive functions as predictors of math learning disabilities
Toll, S. W. M., Van der Ven, S. H. G., Kroesbergen, E. H., & Van Luit, J. E. H. (2011) · Journal of Learning Disabilities · doi:10.1177/0022219410387302 · Cited by 281
“In addition, Bull and Scerif (2001) found a relationship only between mathematics and an inhibition task in which numerical contents were present and no such relationship between mathematics and the regular Stroop task, in which the name of a color is printed in a not-denoted color that has to be…”
Gathercole, S. E., Brown, L., & Pickering, S. J. (2003) · Educational and Child Psychology · doi:10.53841/bpsecp.2003.20.3.109 · Cited by 281
Willoughby, M. T., The Family Life Project Investigators, Blair, C. B., Wirth, R. J., & Greenberg, M. (2010) · Psychological Assessment · doi:10.1037/a0018708 · Cited by 280
“…2003; Gerardi-Caulton, 2000), social–emotional development (Carlson, Mandell, & Williams, 2004; Hughes & Ensor, 2007), academic ability (Blair & Razza, 2007; Bull & Scerif, 2001; Diamond, Barnett, Thomas, & Munro, 2007), and general intelligence and verbal ability (Carlson, Moses, & Breton, 2002).”
Working memory deficit in children with mathematical difficulties: A general or specific deficit?
Andersson, U., & Lyxell, B. (2007) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2006.10.001 · Cited by 274
Foundations of mathematics and literacy: The role of executive functioning components
Purpura, D. J., Schmitt, S. A., & Ganley, C. M. (2016) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2016.08.010 · Cited by 332
The role of the executive functions in school achievement at the end of Grade 1
Monette, S., Bigras, M., & Guay, M. (2011) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2011.01.008 · Cited by 330
Executive Functions After Traumatic Brain Injury in Children
Levin, H. S., & Hanten, G. R. (2005) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2005.02.002 · Cited by 296
Roles of Attention Shifting and Inhibitory Control in Fourth-Grade Reading Comprehension
Kieffer, M. J., Vukovic, R. K., & Berry, D. J. (2013) · Reading Research Quarterly · doi:10.1002/rrq.54 · Cited by 280
Arroyo, I., Woolf, B. P., Burelson, W., Muldner, K., Rai, D., & Tai, M. (2014) · International Journal of Artificial Intelligence in Education · doi:10.1007/s40593-014-0023-y · Cited by 263
“as working memory capacity and executive function (Bull and Scerif 2001).”
Christian, P. S. (2010) · JAMA · doi:10.1001/jama.2010.1861 · Cited by 263
Barr, R., Lauricella, A. R., Zack, E., & Calvert, S. L. (2010) · Merrill-palmer Quarterly · doi:10.1353/mpq.0.0038 · Cited by 253
“Similarly, Bull and Scerif (2001) found that 7-year-old children with poor mathematics scores had poor inhibition and poor working memory scores.”
BackgroundManganese exposure from drinking water and children's academic achievement
Khan, K., Wasserman, G. A., Liu, X., Ahmed, E., Parvez, F., Slavkovich, V. N., Levy, D., Mey, J. L., van Geen, A., Graziano, J. H., et al. (2011) · NeuroToxicology · doi:10.1016/j.neuro.2011.12.002 · Cited by 252
“Our study results are consistent with the literature that showed poor working memory as a predictor of mathematics achievement (Bull and Scerif, 2001; Bull et al., 2008; Geary et al., 2004).”
ResultGathercole, S. E., & Alloway, T. P. (2005) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2005.01446.x · Cited by 250
“…literacy (e.g., De Jong, 1998; Gathercole & Pickering, 2000; Gathercole, Pickering, Knight, & Stegmann, 2004b; Swanson, 1994), mathematics (e.g., Bull & Scerif, 2001; Gathercole & Pickering, 2000; Gathercole et al., 2004b; Mayringer & Wimmer, 2000; Siegel & Ryan, 1989), and language…”
Decision‐making Competence, Executive Functioning, and General Cognitive Abilities
Missier, F. D., Mäntylä, T., & de Bruin, W. B. (2011) · Journal of Behavioral Decision Making · doi:10.1002/bdm.731 · Cited by 272
“…positive relationships of mathematical performance with various cognitive measures of working memory, speed of processing, and EF (see, e.g. Bull & Scerif, 2001; Gathercole & Pickering, 2000; Geary, 2004; Kail & Hall, 1999; Lee, Ng, & Ng, 2009; Lee, Ng, Ng, & Lim, 2004; Lehto, 1995;…”
Jarvis, H. L., & Gathercole, S. E. (2003) · Educational and Child Psychology · doi:10.53841/bpsecp.2003.20.3.123 · Cited by 251
Johnson, S. J., Dieter Wolke, C., Hennessy, E., & Marlow, N. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2011.540541 · Cited by 259
“…attainment has been associated with attention and executive functions (Assel, Landry, Swank, Smith, & Steelman, 2003; Bull, Espy, & Wiebe, 2008; Bull & Scerif, 2001; Marlow et al., 2007; St Clair-Thompson & Gathercole, 2006), visuospatial skills (Assel et al., 2003; Rickards, Kelly, Doyle, &…”
Imbo, I., & Vandierendonck, A. (2007) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2006.09.001 · Cited by 244
“…memory has been studied predominantly by means of correlations between working memory measures (e.g., counting span, Trails task, Stroop task) and simple arithmetic performance (e.g., Bull & Johnston, 1997; Bull et al., 1999; Bull & Scerif, 2001; McLean & Hitch, 1999; Passolunghi & Siegel, 2001).”
InfluentialAlloway, T. P. (2006) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2006.07.002 · Cited by 271
“…eVective predictors of performance in many complex cognitive activities including reading (e.g., Swanson, 1994; De Jong, 1998), mathematics (e.g., Bull & Scerif, 2001; Mayringer & Wimmer, 2000; Siegel & Ryan, 1989), and language comprehension (e.g., Nation, Adams, Bowyer-Crane, & Snowling, 1999;…”
BackgroundLearning executive function and early mathematics: Directions of causal relations
Clements, D. H., Sarama, J. H., & Germeroth, C. (2015) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2015.12.009 · Cited by 281
The concept of inhibition in cognition.
MacLeod, C. M. (2008) · American Psychological Association eBooks · doi:10.1037/11587-001 · Cited by 256
Behavioral and Cognitive Aspects of Tuberous Sclerosis Complex
Prather, P. A., & de Vries, P. J. (2004) · Journal of Child Neurology · doi:10.1177/08830738040190090601 · Cited by 236
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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