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Children's Arithmetical Difficulties: Contributions from Processing Speed, Item Identification, and Short-Term Memory
Abstract
Children's arithmetical difficulties are often explained in terms of a short-term memory deficit. However, the underlying cause of this memory deficit is unclear, with some researchers suggesting a slow articulation rate and hence increased decay of information during recall, while others offer an explanation in terms of slow speed of item identification, indicating difficulty in retrieving information stored in long-term memory. General processing speed is also related to measures of short-term memory but has rarely been assessed in studies of children's arithmetic. Measures of short-term memory, processing speed, sequencing ability, and retrieval of information from long-term memory were therefore given to 7-year-old children. When reading ability was controlled for, arithmetic ability was best predicted by processing speed, with short-term memory accounting for no further unique variance. It was concluded that children with arithmetic difficulties have problems specifically in automating basic arithmetic facts which may stem from a general speed of processing deficit.
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Processing speed as a mental capacity
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Qual o papel que a memória de trabalho exerce na aprendizagem da matemática
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MethodChildren skilled in mental abacus show enhanced non-symbolic number sensePreprint
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“Processing speed and executive functioning deficits have also been associated with learning disorders (Bonifacci & Snowling, 2008; Bull & Johnston, 1997; Catts, Gillispie, Leonard, Kail & Miller, 2002; Silver et al., 2008).”
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“…attention, or reading (Kail & Salthouse, 1994) and young children with slow processing speed are more likely to have academic problems (Bull & Johnston, 1997) and display symptoms of inattention, a subtype of attention deficit/hyperactivity disorder (Weiler, Bernstein, Bellinger, &…”
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“With the exception of simple arithmetic (Bull & Johnston, 1997; Bull, Johnston, & Roy, 1999; Geary, 1993; Rourke & Conway, 1997), relatively little is known about the development of mathematics skills and/or the underlying cognitive abilities that contribute to mathematics achievement and…”
BackgroundWorking Memory for Serial Order and Numerical Cognition
Majerus, S., & Attout, L. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-811529-9.00019-4 · Cited by 10
Identificação dos procedimentos de contagem e dos processos de memória em crianças com TDAH
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“2022, 10, 1 2 of 13 mathematical performance (Bull and Johnston 1997; Hecht et al. 2001; Lambert and Spinath 2017; Rohde and Thompson 2007).”
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McDonough, E. M., Flanagan, D. P., Sy, M. C., & Alfonso, V. C. (2017) · Springer eBooks · doi:10.1007/978-3-319-57196-6_4 · Cited by 37
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“Most studies with Western participants have indeed failed to observe a significant implication of this component (e. g., Bull & Johnston, 1997; De Rammelaere, Stuyven, & Vandierendonck, 2001; De Rammelaere & Vandierendonck, 2001; De Smedt et al., 2009; DeStefano & LeFevre, 2004; Gathercole &…”
Children skilled in mental abacus show enhanced non-symbolic number sense
Cui, J.-X., Xiao, R., Ma, M., Yuan, L., Kodash, R. C., & Zhou, X.-L. (2020) · Current Psychology · doi:10.1007/s12144-020-00717-0 · Cited by 8
“, 2009), processing speed (Berg 2008; Bull and Johnston 1997; Fuchs et al. 2006), and language processing (Hecht et al.”
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Hoof, J. V., Verschaffel, L., Ghesquière, P., & Dooren, W. V. (2017) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2017.10.006 · Cited by 8
The cognitive profiles of Jordanian students at risk for math disability
Abu‐Hamour, B. (2017) · International Journal of Inclusive Education · doi:10.1080/13603116.2017.1415382 · Cited by 7
“In general, these results are consistent with previous studies that have attributed MD to several cognitive abilities (e.g. Bull and Johnston 1997; Fuchs et al. 2008; Hale et al. 2001; McGrew and Wendling 2010; Proctor, Floyd, and Shaver 2005; Swanson and Jerman 2006).”
ResultEl papel de la memoria operativa en las diferencias y trastornos del aprendizaje escolar
Fitzgerald, Ó. S., & Gaviria, T. O. (2013) · Dialnet (Universidad de la Rioja) · doi:10.14349/rlp.v45i1.1238 · Cited by 12
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Phonological awareness and RAN contribute to Chinese reading and arithmetic for different reasons
Yang, X., Star, J. R., Zhu, X., Wang, R., Zhang, Y., Tong, J. S., & He, Z. (2024) · Cognitive Processing · doi:10.1007/s10339-024-01184-2 · Cited by 9
“Processing speed was the best predictor of arithmetic and reading competence among 7 years old, when compared to short-term memory, long-term memory, and sequencing ability (Bull & Johnston 1997).”
Processing speed links approximate number system and arithmetic abilities
Shen, S., & Wei, W. (2023) · Learning and Individual Differences · doi:10.1016/j.lindif.2023.102318 · Cited by 6
Kanevski, M., Booth, J. N., Stewart, T. M., & Rhodes, S. (2023) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2023.104471 · Cited by 6
Capodieci, A., & Martinussen, R. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01801 · Cited by 8
“This is an interesting variable to study given that processing speed weaknesses (e.g., digit naming speed) are associated with ADHD (Shanahan et al., 2006; Inoue et al., 2008) and are related to less proficient math fluency (Bull and Johnston, 1997).”
BackgroundDesenvolvimento de fatos numéricos em estudantes com transtornos de aprendizagem
Costa, A. C., Rohde, L. A. P., & Dorneles, B. V. (2012) · Bolema Boletim de Educação Matemática · doi:10.1590/s0103-636x2012000400004 · Cited by 6
Information processing and mathematics learning difficulties
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Liu, Y., Zhang, X., & Xiao, N. (2025) · Learning and Individual Differences · doi:10.1016/j.lindif.2025.102630 · Cited by 9
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“…al., 2005; Fuchs et al., 2006), inhibition (D'Amico & Passolunghi, 2009; Espy et al., 2004; St Clair-Thompson & Gathercole, 2006), processing speed (Bull & Johnston, 1997; D'Amico & Passolunghi, 2009; Fuchs et al., 2006; Geary, Hoard, Byrd-Craven, Nugent, & Numtee, 2007; Passolunghi & Lanfranchi,…”
Early literacy programme as support for immigrant children and as transfer to early numeracy
Korat, O., Gitait, A., Deitcher, D. B., & Mevarech, Z. (2017) · Early Child Development and Care · doi:10.1080/03004430.2016.1273221 · Cited by 9
“This also means that in order to be able to devote the maximum amount of attentional resources to ongoing numeracy knowledge or math computation problemsolving, efficient encoding and maintenance of phonological information in working memory are needed (Bull & Johnston, 1997).”
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Tavakoli, H. M. (2016) · Europe’s Journal of Psychology · doi:10.5964/ejop.v12i4.1175 · Cited by 8
“…memory are three cognitive abilities that may have a significant impact on individual differences in the arithmetic abilities of different children (Alloway & Alloway, 2010; Berg, 2008; Bull & Johnston, 1997; Dulaney, Vasilyeva, & O'Dwyer, 2015; Geary, 1993; Raghubar, Barnes, & Hecht, 2010).”
BackgroundResultInfluentialSolving Algebra Word Problems: The Roles of Working Memory and the Model Method
Lee, K., & Fong, N. S. (2009) · Series on mathematical education · doi:10.1142/9789812833761_0009 · Cited by 5
Numerical Building Blocks: Exploring Domain-Specific Cognitive Predictors of Mathematics
Sowinski, C. (2016) · Carleton University's Institutional Repository (MacOdrum Library, Carleton University) · doi:10.22215/etd/2016-11407 · Cited by 5
“Processing speed has been found to predict math achievement (Bull & Johnston, 1997; Chong & Siegel, 2008; Clark et al., 2014; Clark, Sheffield, Wiebe & Espy, 2013; Hecht, Torgesen, Wager & Rashotte, 2001).”
BackgroundSemantic Clustering and Processing Speed in Suzuki Violinists
Bugos, J., & Mazuc, J. (2013) · Bulletin of the Council for Research in Music Education · doi:10.5406/bulcouresmusedu.198.0007 · Cited by 5
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“For this reason, students who have difficulties in number concepts and counting skills may skip some numbers while counting; repeat the same number more than once; and/or use undeveloped counting strategies such as finger counting (Bull & Johnston, 1997).”
MethodSoltani, A., & Mirhosseini, S. (2019) · International Journal of Disability Development and Education · doi:10.1080/1034912x.2019.1619673 · Cited by 6
Kumaş, Ö. A., Dada, Ş. D., & Yıkmış, A. (2019) · Mersin Üniversitesi Eğitim Fakültesi Dergisi · doi:10.17860/mersinefd.474803 · Cited by 4
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Mackenzie, S. (2007) · Educational & Child Psychology · doi:10.53841/bpsecp.2007.24.2.119 · Cited by 4
Cognitive abilities that underlie mathematics achievement : a high ability perspective
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“Processing speed, the ability to perform simple, repetitive cognitive tasks efficiently, influences how quickly orthographic information is accessed and numbers are counted (Bull & Johnston, 1997).”
BackgroundChen, L.-L. (2021) · Journal of Developmental and Physical Disabilities · doi:10.1007/s10882-021-09805-w · Cited by 3
“Bull and Johnston (1997) initially examined the role of processing speed in the mathematical abilities of typically developing children and found that the processing speed had a uniquely contribution to arithmetic ability.”
BackgroundMath disabilities: Italian and U.S. perspectives
Lanfranchi, S., Lucangeli, D., Jerman, O., & Swanson, H. (2008) · Advances in learning and behavioral disabilities · doi:10.1016/s0735-004x(08)00011-6 · Cited by 3
Predicting Arithmetic Performance from Age and Executive Function Skills
Molzhon, A. (2010) · VCU Scholars Compass (Virginia Commonwealth University) · doi:10.25772/g5hj-gb29 · Cited by 2
“…children and children with learning disabilities, atypical development of arithmetic fluency – rather than proficiency – may serve as the defining characteristic of typical versus atypical development of arithmetic skill (see Bull & Johnston, 1997 and Swanson & Beebe-Frankenberger, 2004).”
BackgroundInfluentialForm-perception speed predicts mathematical performance in adults and children
Zhang, Y., Fang, S., Chen, Z., & Zhou, X. (2022) · Current Psychology · doi:10.1007/s12144-022-04153-0 · Cited by 5
“…2020), visual matching (Clark et al., 2014; Fry & Hale, 2010; Woodcock et al., 2001), shape classification and visual search (Fry & Hale, 2010) was one important cognitive factor of mathematical performance (e.g., Bull & Johnston, 1997; Chen, 2021; Clark et al., 2014; Geary et al., 2012).”
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Profile of Deficits on Assessment Battery in Children with Specific Learning Disorders
Sharma, A., Kohli, A., & Padhy, S. (2018) · Journal of Postgraduate Medicine Education and Research · doi:10.5005/jp-journals-10028-1286 · Cited by 2
“freq (%) New learning freq (%) Remote memory freq (%) Recent memory freq (%) Mild 4 (20) 8 (40) 3 (15) 6 (30) Moderate 6 (30) 1 (5) 0 1 (5) Severe 2 (10) 0 5 (25) 0 Average 8 (40) 11 (55) 12 (60) 13 (65) Table 2: Pattern of deficits in basic academic skills (n = 20)”
Cálculo mental en niños y su relación con habilidades cognitivas
Formoso, J., Injoque-Ricle, I., Jacubovich, S., & Barreyro, J. (2017) · Acta de Investigación Psicológica · doi:10.1016/j.aipprr.2017.11.004 · Cited by 2
“Se ha sugerido que influye sobre la velocidad con que se recuperan hechos aritméticos y se ponen en marcha algoritmos de cómputo (Ackerman, Anhalt y Dykman, 1986; Bull y Johnston, 1997; Fuchs, Compton, Fuchs, Paulsen, Bryant y Hamlett, 2005; Fuchs et al., 2006).”
BackgroundKuzmina, Y. V., Евгеньевна, И. А., & Вениаминовна, А. И. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2988797 · Cited by 1
“Firstly, correlations between phonological abilities and mathematics may be explained by involvement of speech sound processes used to solve math problems (e.g. Bull & Johnston, 1997; Rourke & Conway, 1997).”
BackgroundResultInfluentialIndividual Differences in Children’s Paths to Arithmetical Development
Jordan, J., Wylie, J., & Mulhern, G. (2015) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199642342.013.015 · Cited by 2
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“Other research studies (e.g., Bull & Johnston, 1997; Fuchs et al., 2008; Geary, 2007) have identified several cognitive correlates that are shown to affect basic mathematical performance that involves memory, attentionconcentration span, processing speed, and language proficiency.”
BackgroundChia, N. K. H., & Ng, A. G. T. (2010) · Journal of the American Academy of Special Education Professionals (JAASEP) · doi:10.64546/jaasep.102 · Cited by 2
Goodwin, J. (2017) · doi:10.17077/etd.65yd6qvd · Cited by 2
“Both children with lower mathematics achievement and children with SLD in mathematics have been shown to process novel information at a slower rate than children with normal mathematics performance (Bull & Johnston, 1997; Murphy, Mazzocco, Hanich, & Early, 2007).”
BackgroundUnruh, S. M., & McKellar, N. A. (2017) · Springer eBooks · doi:10.1007/978-3-319-52645-4_9 · Cited by 1
Cognitive processes and math performance: a study with children at third grade of basic education
Campos, I. S., Almeida, L. S., Ferreira, A. I., Martinez, L. F., & Ramalho, G. (2012) · European Journal of Psychology of Education · doi:10.1007/s10212-012-0121-x · Cited by 37
“Bull and Johnston (1997) demonstrated that 7-year-old low mathematics achievers and high mathematics achievers differed in phonological loop measures, but this difference disappeared when controlling for reading ability.”
BackgroundBehavioral attention and academic achievement: a comprehensive meta-analysis
Gioia, A. R., Miciak, J., Peng, P., Gallagher, M. W., Williams, M., Farrell, A., Salentine, C. M., Boada, C. E., Dragoi, I., Harmouch, S., et al. (2026) · Child Neuropsychology · doi:10.1080/09297049.2026.2634751 · Cited by 1
“…(Fuchs et al., 2005; Gray et al., 2015; Sims et al., 2016), a number of studies find that the strongest relation between inattention and math is with regard to math-fact fluency (Ackerman et al., 1986; Biederman et al., 2005; Bull & Johnston, 1997; Capodieci & Martinussen, 2017; Gray et al., 2015).”
Henry, L. N., Gross, R. A., & Hinshaw, S. P. (2025) · Journal of Learning Disabilities · doi:10.1177/00222194241301044 · Cited by 3
“It supports math calculation in typical development (e.g., Bull & Johnston, 1997; Caemmerer et al., 2018), even on untimed tasks (Child et al., 2019; Willcutt et al., 2013).”
Working Memory and Automaticity in Relation to Mental Addition among American Elementary Students
Yu, Q., Ding, Y., Zusho, A., Chun, Z., & Wang, Y. (2023) · The Journal of Experimental Education · doi:10.1080/00220973.2023.2261284 · Cited by 2
“When a student fails to automate basic arithmetic operations, performance on complex arithmetic operations will suffer, because it is contingent on the fluency of simple arithmetic (Bull & Johnston, 1997).”
An examination of third- and fourth-graders’ equivalence knowledge after classroom instruction
Adrien, E., Osana, H. P., Watchorn, R., Bisanz, J., & Sherman, J. (2021) · Journal of Numerical Cognition · doi:10.5964/jnc.6913 · Cited by 1
“…2007; McKenzie et al., 2003; Raghubar et al., 2010; Rasmussen & Bisanz, 2005) and arithmetic fluency on strategy development and problem-solving speed (Bull & Johnston, 1997; Carr & Alexeev, 2011; Royer et al., 1999), this mediation hypothesis is plausible and should be tested in future research.”
BackgroundManginas, J., Nikolantonakis, C., & Papageorgioy, A. (2017) · European Journal of Education Studies · doi:10.46827/ejes.v0i0.1257 · Cited by 1
“However, some studies have argued that the articulatory loop does not play an important role in mathematical performance (Bull & Johnston, 1997; McLean & Hitch, 1999; Reuhkala, 2001).”
Parcutilo, J. O., & Luna, C. A. (2016) · American Journal of Educational Research · doi:10.12691/education-4-18-2 · Cited by 1
Predictores del rendimiento aritmético en 4º de Educación Primaria
Iglesias-Sarmiento, V., Gil, S. A., Rodríguez, Á. C., & Deaño, M. (2016) · International Journal of Developmental and Educational Psychology Revista INFAD de psicología · doi:10.17060/ijodaep.2014.n1.v3.497 · Cited by 1
Ong, M. Y. L. (2016) · Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University) · doi:10.14943/b.edu.126.43 · Cited by 1
“…and development of numerical skills ( Huttenlocher, Jordan, & Levin, 1994 ; Starkey & Cooper, 1995 ) , sociocultural influences on mathematical cognition ( Guberman, 2004 ; Saxe, 1991 ) , and learning and performance disabilities in mathematics ( Bull & Johnston, 1997 ; Jordan & Montani, 1997 ) .”
Kumaş, Ö. A., & Ergül, C. (2017) · doi:10.15345/iojes.2017.03.016 · Cited by 1
“Bu öğrencilerin zayıf işlem becerilerine ve sayı bilgisine sahip olmalarının dört işlemde yaşadıkları güçlüğün temeli olduğu düşünülmektedir (Bull ve Johnston, 1997; Geary, 1990; Geary, Bow-Thomas ve Yao, 1992; Geary, Brown ve Samaranayake, 1991; Geary, Hamson ve Hoard, 2000; Goldman, Pellegrino ve…”
Capturing diversity in the classroom: Uncovering patterns of difficulty with simple addition
Hopkins, S., & de Villiers, C. D. (2015) · Mathematics education library · doi:10.1007/978-3-319-05978-5_13 · Cited by 1
Callens, M., Tops, W., Stevens, M., & Brysbaert, M. (2014) · Annals of Dyslexia · doi:10.1007/s11881-013-0088-6 · Cited by 21
Cognitive predictors of arithmetic, reading, and spelling in Brazilian Portuguese-speaking children
de Magalhães, C. G., Mervis, C. Β., & Cardoso‐Martins, C. (2020) · Reading and Writing · doi:10.1007/s11145-020-10062-0 · Cited by 15
Cognitive Predictors of Early Algebra Performance in Students With and Without Autism.
Polo-Blanco, I., Pitta-Pantazi, D., Goñi-Cervera, J., & Chimoni, M. (2026) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-026-07513-y
Expertise embodied – Rethinking mathematical expertise as ‘Ways of Being’
Stenberg, E., Haavold, P. Ø., & Pfuhl, G. (2026) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2026.102318
The effect of IELEP on the math skills of preschool children
Mumcu, T., & Aydoğan, Y. (2026) · The Journal of Educational Research · doi:10.1080/00220671.2026.2667935
Mills, T., Middleton, M., Pascoe, L., Spencer-Smith, M., Nguyen, T.-N.-N., & Anderson, P. J. (2026) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617726102033
“It has been theorized that slowed processing speed may impact on mathematical computational skills due to the slowed learning and automaticity of basic numerical facts (Bull & Johnston, 1997).”
Mielo, E. G., & Prado, P. S. T. D. (2022) · Psychological Applications and Trends · doi:10.36315/2022inpact015
“It must be considered that several factors influence school performance in mathematics and that, in children with dyscalculia, the numerical approximation system has low accuracy (Bull & Johnston, 1997; Geary, 1993; Koontz & Berch, 1996).”
Background
Metadata
- Authors
- Bull, R., & Johnston, R. S.
- Affiliations
- University of St Andrews (GB)
- ORCID
- Bull, Rebecca
- Venue
- Journal of Experimental Child Psychology
- Publisher
- Elsevier BV
- Published
- 1997-04
- Volume
- 65
- Issue
- 1
- Pages
- 1-24
- ISSN
- 0022-0965 (ISSN-L)
- OpenAlex
- W1998494999
- Cited by
- 381
- References
- 0
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 6 · 2023: 8 · 2022: 14 · 2021: 14 · 2020: 8 · 2019: 11 · 2018: 16 · 2017: 19 · 2016: 19 · 2015: 16 · 2014: 28 · 2013: 11 · 2012: 19
- FWCI
- 5.13
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Experimental Child Psychology (publishedVersion)
- PubMed (publishedVersion)
- 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
- arithmetic difficulties, processing speed, short-term memory, item identification, arithmetic fact retrieval, arithmetic fact automation, reading skills
- MeSH terms
- Analysis of Variance, Child, Cognition, Cross-Sectional Studies, Female, Humans, Learning Disabilities, Male, Mathematics, Memory Disorders, Memory, Short-Term, Pattern Recognition, Visual, Reaction Time, Reading, Mental Recall, Regression Analysis, Speech
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