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Devlin D, Moeller K, Xenidou-Dervou I, Reynvoet B, Sella F. The presence of the reverse distance effect depends on the familiarity of the sequences being processed. PSYCHOLOGICAL RESEARCH 2025; 89:58. [PMID: 40019546 PMCID: PMC11870951 DOI: 10.1007/s00426-025-02090-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 02/11/2025] [Indexed: 03/01/2025]
Abstract
Number order processing is thought to be characterised by a reverse distance effect whereby consecutive sequences (e.g., 1-2-3) are processed faster than non-consecutive sequences (e.g., 1-3-5). However, there is accumulating evidence that the reverse distance effect is not consistently observed. In this context, the present study investigated whether the presence of the reverse distance effect depends on the familiarity of the sequences being processed. Supporting this proposal, Experiment 1 found that the reverse distance effect was only present when the presented consecutive sequences were considerably more familiar than the presented non-consecutive sequences. Additionally, the sequence 1-2-3 has been suggested to play a pivotal role in the presence of the reverse distance effect due to being both the most familiar and fastest processed sequence. However, it is contested whether 1-2-3 is processed fast because it is familiar or simply because it can typically be verified as ordered from only its first two digits. Supporting the familiarity explanation, Experiments 2 and 3 found that 1-2-3 was processed characteristically fast regardless of whether it could be verified from its first two digits. Taken together, these findings suggest that sequence familiarity plays a critical role in the presence or absence of the reverse distance effect.
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Affiliation(s)
- Declan Devlin
- Centre for Mathematical Cognition, School of Science, Loughborough University, Leicestershire, LE11 3TU, UK
| | - Korbinian Moeller
- Centre for Mathematical Cognition, School of Science, Loughborough University, Leicestershire, LE11 3TU, UK
- LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
| | - Iro Xenidou-Dervou
- Centre for Mathematical Cognition, School of Science, Loughborough University, Leicestershire, LE11 3TU, UK
| | - Bert Reynvoet
- Brain & Cognition, KU Leuven, Louvain, Belgium
- Faculty of Psychology and Educational Sciences, KU Leuven, Kortrijk, Belgium
| | - Francesco Sella
- Centre for Mathematical Cognition, School of Science, Loughborough University, Leicestershire, LE11 3TU, UK.
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2
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Bakker M, Torbeyns J, Verschaffel L, De Smedt B. Cognitive characteristics of children with high mathematics achievement before they start formal schooling. Child Dev 2024; 95:2062-2081. [PMID: 39073393 DOI: 10.1111/cdev.14140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
This 5-year longitudinal study examined whether high mathematics achievers in primary school had cognitive advantages before entering formal education. High mathematics achievement was defined as performing above Pc 90 in Grades 1 and 3. The predominantly White sample (M age in preschool: 64 months) included 31 high achievers (12 girls) and 114 average achievers (63 girls). We measured children's early numerical abilities, complex mathematical abilities, and general cognitive abilities in preschool (2017). High mathematics achievers had advantages on most tasks in preschool (ds > 0.62). Number order, numeral recognition, and proportional reasoning were unique predictors of belonging to the high-achieving group in primary school. This study shows that the cognitive advantages of high mathematics achievement are already observed in preschool.
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Affiliation(s)
- Merel Bakker
- Centre for Instructional Psychology and Technology, KU Leuven, Leuven, Belgium
- Parenting and Special Education, KU Leuven, Leuven, Belgium
| | - Joke Torbeyns
- Centre for Instructional Psychology and Technology, KU Leuven, Leuven, Belgium
| | - Lieven Verschaffel
- Centre for Instructional Psychology and Technology, KU Leuven, Leuven, Belgium
| | - Bert De Smedt
- Parenting and Special Education, KU Leuven, Leuven, Belgium
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3
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Chan JYC, Mazzocco MMM. New measures of number line estimation performance reveal children's ordinal understanding of numbers. J Exp Child Psychol 2024; 245:105965. [PMID: 38823358 DOI: 10.1016/j.jecp.2024.105965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 04/17/2024] [Accepted: 04/18/2024] [Indexed: 06/03/2024]
Abstract
Children's performance on the number line estimation task, often measured by the percentage of absolute error, predicts their later mathematics achievement. This task may also reveal (a) children's ordinal understanding of the target numbers in relation to each other and the benchmarks (e.g., endpoints, midpoint) and (b) the ordinal skills that are a necessary precursor to children's ability to understand the interval nature of a number line as measured by percentage of absolute error. Using data from 104 U.S. kindergartners, we measured whether children's estimates were correctly sequenced across trials and correctly positioned relative to given benchmarks within trials at two time points. For both time points, we found that each ordinal error measure revealed a distinct pattern of data distribution, providing opportunities to tap into different aspects of children's ordinal understanding. Furthermore, children who made fewer ordinal errors scored higher on the Test of Early Mathematics Ability and showed greater improvement on their interval understanding of numbers as reflected by a larger reduction of percentage of absolute error from Time 1 to Time 2. The findings suggest that our number line measures reveal individual differences in children's ordinal understanding of numbers, and that such understanding may be a precursor to their interval understanding and later mathematics performance.
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Affiliation(s)
- Jenny Yun-Chen Chan
- Institute of Child Development, University of Minnesota-Twin Cities, Minneapolis, MN 55455, USA; Early Childhood Education, The Education University of Hong Kong, Tai Po, New Territories, Hong Kong Special Administrative Region.
| | - Michèle M M Mazzocco
- Institute of Child Development, University of Minnesota-Twin Cities, Minneapolis, MN 55455, USA
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4
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Devlin D, Moeller K, Xenidou-Dervou I, Reynvoet B, Sella F. Concepts of order: Why is ordinality processed slower and less accurately for non-consecutive sequences? Q J Exp Psychol (Hove) 2024; 77:1610-1619. [PMID: 38053316 PMCID: PMC11295408 DOI: 10.1177/17470218231220912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 08/25/2023] [Accepted: 09/12/2023] [Indexed: 12/07/2023]
Abstract
Both adults and children are slower at judging the ordinality of non-consecutive sequences (e.g., 1-3-5) than consecutive sequences (e.g., 1-2-3). It has been suggested that the processing of non-consecutive sequences is slower because it conflicts with the intuition that only count-list sequences are correctly ordered. An alternative explanation, however, may be that people simply find it difficult to switch between consecutive and non-consecutive concepts of order during order judgement tasks. Therefore, in adult participants, we tested whether presenting consecutive and non-consecutive sequences separately would eliminate this switching demand and thus improve performance. In contrast with this prediction, however, we observed similar patterns of response times independent of whether sequences were presented separately or together (Experiment 1). Furthermore, this pattern of results remained even when we doubled the number of trials and made participants explicitly aware when consecutive and non-consecutive sequences were presented separately (Experiment 2). Overall, these results suggest slower response times for non-consecutive sequences do not result from a cognitive demand of switching between consecutive and non-consecutive concepts of order, at least not in adults.
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Affiliation(s)
| | - Korbinian Moeller
- Loughborough University, Loughborough, UK
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- LEAD Graduate School & Research Network, Tübingen, Germany
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5
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Devlin D, Moeller K, Xenidou-Dervou I, Reynvoet B, Sella F. Familiar Sequences Are Processed Faster Than Unfamiliar Sequences, Even When They Do Not Match the Count-List. Cogn Sci 2024; 48:e13481. [PMID: 38980993 DOI: 10.1111/cogs.13481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 04/23/2024] [Accepted: 06/21/2024] [Indexed: 07/11/2024]
Abstract
In order processing, consecutive sequences (e.g., 1-2-3) are generally processed faster than nonconsecutive sequences (e.g., 1-3-5) (also referred to as the reverse distance effect). A common explanation for this effect is that order processing operates via a memory-based associative mechanism whereby consecutive sequences are processed faster because they are more familiar and thus more easily retrieved from memory. Conflicting with this proposal, however, is the finding that this effect is often absent. A possible explanation for these absences is that familiarity may vary both within and across sequence types; therefore, not all consecutive sequences are necessarily more familiar than all nonconsecutive sequences. Accordingly, under this familiarity perspective, familiar sequences should always be processed faster than unfamiliar sequences, but consecutive sequences may not always be processed faster than nonconsecutive sequences. To test this hypothesis in an adult population, we used a comparative judgment approach to measure familiarity at the individual sequence level. Using this measure, we found that although not all participants showed a reverse distance effect, all participants displayed a familiarity effect. Notably, this familiarity effect appeared stronger than the reverse distance effect at both the group and individual level; thus, suggesting the reverse distance effect may be better conceptualized as a specific instance of a more general familiarity effect.
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Affiliation(s)
- Declan Devlin
- Centre for Mathematical Cognition, School of Science, Loughborough University
| | - Korbinian Moeller
- Centre for Mathematical Cognition, School of Science, Loughborough University
- Leibniz-Institut für Wissensmedien, Tübingen
- LEAD Graduate School and Research Network, University of Tübingen
| | - Iro Xenidou-Dervou
- Centre for Mathematical Cognition, School of Science, Loughborough University
| | - Bert Reynvoet
- Brain & Cognition, KU Leuven
- Faculty of Psychology and Educational Sciences, KU Leuven
| | - Francesco Sella
- Centre for Mathematical Cognition, School of Science, Loughborough University
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Skagerlund K, Skagenholt M, Träff U. Mathematics anxiety and number processing: The link between executive functions, cardinality, and ordinality. Q J Exp Psychol (Hove) 2024; 78:17470218241234041. [PMID: 38326319 PMCID: PMC11684142 DOI: 10.1177/17470218241234041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 12/04/2023] [Accepted: 02/03/2024] [Indexed: 02/09/2024]
Abstract
One important factor that hampers children's learning of mathematics is math anxiety (MA). Still, the mechanisms by which MA affects performance remain debated. The current study investigated the relationship between MA, basic number processing abilities (i.e., cardinality and ordinality processing), and executive functions in school children enrolled in grades 4-7 (N = 127). Children were divided into a high math anxiety group (N = 29) and a low math anxiety group (N = 31) based on the lowest quartile and the highest quartile. Using a series of analyses of variances, we find that highly math-anxious students do not perform worse on cardinality processing tasks (i.e., digit comparison and non-symbolic number sense), but that they perform worse on numerical and non-numerical ordinality processing tasks. We demonstrate that children with high MA show poorer performance on a specific aspect of executive functions-shifting ability. Our models indicate that shifting ability is tied to performance on both the numerical and non-numerical ordinality processing tasks. A central factor seems to be the involvement of executive processes during ordinality judgements, and executive functions may constitute the driving force behind these delays in numerical competence in math-anxious children.
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Affiliation(s)
- Kenny Skagerlund
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- JEDILab, Division of Economics, Department of Management and Engineering, Linköping University, Linköping, Sweden
- Center for Social and Affective Neuroscience, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Mikael Skagenholt
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Ulf Träff
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
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Whitehead HL, Hawes Z. Cognitive Foundations of Early Mathematics: Investigating the Unique Contributions of Numerical, Executive Function, and Spatial Skills. J Intell 2023; 11:221. [PMID: 38132839 PMCID: PMC10744352 DOI: 10.3390/jintelligence11120221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 09/01/2023] [Accepted: 11/14/2023] [Indexed: 12/23/2023] Open
Abstract
There is an emerging consensus that numerical, executive function (EF), and spatial skills are foundational to children's mathematical learning and development. Moreover, each skill has been theorized to relate to mathematics for different reasons. Thus, it is possible that each cognitive construct is related to mathematics through distinct pathways. The present study tests this hypothesis. One-hundred and eighty 4- to 9-year-olds (Mage = 6.21) completed a battery of numerical, EF, spatial, and mathematics measures. Factor analyses revealed strong, but separable, relations between children's numerical, EF, and spatial skills. Moreover, the three-factor model (i.e., modelling numerical, EF, and spatial skills as separate latent variables) fit the data better than a general intelligence (g-factor) model. While EF skills were the only unique predictor of number line performance, spatial skills were the only unique predictor of arithmetic (addition) performance. Additionally, spatial skills were related to the use of more advanced addition strategies (e.g., composition/decomposition and retrieval), which in turn were related to children's overall arithmetic performance. That is, children's strategy use fully mediated the relation between spatial skills and arithmetic performance. Taken together, these findings provide new insights into the cognitive foundations of early mathematics, with implications for assessment and instruction moving forward.
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Affiliation(s)
| | - Zachary Hawes
- Department of Applied Psychology & Human Development, Ontario Institute for Studies in Education, University of Toronto, Toronto, ON M5S 1V6, Canada;
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Georges C, Cornu V, Schiltz C. The importance of spatial language for early numerical development in preschool: Going beyond verbal number skills. PLoS One 2023; 18:e0292291. [PMID: 37773948 PMCID: PMC10540965 DOI: 10.1371/journal.pone.0292291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 09/17/2023] [Indexed: 10/01/2023] Open
Abstract
Recent evidence suggests that spatial language in preschool positively affects the development of verbal number skills, as indexed by aggregated performances on counting and number naming tasks. We firstly aimed to specify whether spatial language (the knowledge of locative prepositions) significantly relates to both of these measures. In addition, we assessed whether the predictive value of spatial language extends beyond verbal number skills to numerical subdomains without explicit verbal component, such as number writing, symbolic magnitude classifications, ordinal judgments and numerosity comparisons. To determine the unique contributions of spatial language to these numerical skills, we controlled in our regression analyses for intrinsic and extrinsic spatial abilities, phonological awareness as well as age, socioeconomic status and home language. With respect to verbal number skills, it appeared that spatial language uniquely predicted forward and backward counting but not number naming, which was significantly affected only by phonological awareness. Regarding numerical tasks that do not contain explicit verbal components, spatial language did not relate to number writing or numerosity comparisons. Conversely, it explained unique variance in symbolic magnitude classifications and was the only predictor of ordinal judgments. These findings thus highlight the importance of spatial language for early numerical development beyond verbal number skills and suggest that the knowledge of spatial terms is especially relevant for processing cardinal and ordinal relations between symbolic numbers. Promoting spatial language in preschool might thus be an interesting avenue for fostering the acquisition of these symbolic numerical skills prior to formal schooling.
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Affiliation(s)
- Carrie Georges
- Department of Behavioural and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Esch-Belval, Luxembourg
| | - Véronique Cornu
- Centre pour le Développement des Apprentissages Grande-Duchesse Maria Teresa, Ministère de l’Éducation Nationale, de l’Enfance et de la Jeunesse, Strassen, Luxembourg
| | - Christine Schiltz
- Department of Behavioural and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Esch-Belval, Luxembourg
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Johnson AD, Partika A, Martin A, Horm D, Phillips DA. A deeper dive, a wider pool: Preschool benefits sustain to first grade on a broader set of outcomes. Child Dev 2023; 94:1298-1318. [PMID: 37032515 DOI: 10.1111/cdev.13928] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 01/19/2023] [Accepted: 01/31/2023] [Indexed: 04/11/2023]
Abstract
The current study provides new evidence on the sustained benefits of preschool attendance on a broader range of skills-both academic and executive functioning (EF)-than many prior studies have examined. Using propensity score methods, we predicted children's (N = 920, M age at 1st = 6.5 years) literacy, language, math, and EF skills in kindergarten and again at first-grade (2020-2021) based on whether they had attended public preschool (school-based pre-k; Head Start) versus no preschool. In our race-ethnically diverse sample of children (48% Hispanic/Latinx; 21% Black; 14% White; 9% Native American; 9% multiracial) from low-income families, preschool attenders showed advantages on English literacy, English language, and math in kindergarten, which mostly persisted into first-grade. Preschool did not boost EF in kindergarten or first-grade.
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Affiliation(s)
- Anna D Johnson
- Department of Psychology, Georgetown University, Washington, District of Columbia, USA
| | - Anne Partika
- Department of Psychology, Georgetown University, Washington, District of Columbia, USA
| | - Anne Martin
- Independent Consultant, Georgetown University, Washington, District of Columbia, USA
| | - Diane Horm
- Early Childhood Education Institute, University of Oklahoma, Tulsa, Oklahoma, USA
| | - Deborah A Phillips
- Department of Psychology, Georgetown University, Washington, District of Columbia, USA
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Weiers H, Inglis M, Gilmore C. Learning artificial number symbols with ordinal and magnitude information. ROYAL SOCIETY OPEN SCIENCE 2023; 10:220840. [PMID: 37293367 PMCID: PMC10245205 DOI: 10.1098/rsos.220840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 05/18/2023] [Indexed: 06/10/2023]
Abstract
The question of how numerical symbols gain semantic meaning is a key focus of mathematical cognition research. Some have suggested that symbols gain meaning from magnitude information, by being mapped onto the approximate number system, whereas others have suggested symbols gain meaning from their ordinal relations to other symbols. Here we used an artificial symbol learning paradigm to investigate the effects of magnitude and ordinal information on number symbol learning. Across two experiments, we found that after either magnitude or ordinal training, adults successfully learned novel symbols and were able to infer their ordinal and magnitude meanings. Furthermore, adults were able to make relatively accurate judgements about, and map between, the novel symbols and non-symbolic quantities (dot arrays). Although both ordinal and magnitude training was sufficient to attach meaning to the symbols, we found beneficial effects on the ability to learn and make numerical judgements about novel symbols when combining small amounts of magnitude information for a symbol subset with ordinal information about the whole set. These results suggest that a combination of magnitude and ordinal information is a plausible account of the symbol learning process.
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Affiliation(s)
- Hanna Weiers
- Centre for Mathematical Cognition, Loughborough University, Loughborough LE11 3TU, UK
| | - Matthew Inglis
- Centre for Mathematical Cognition, Loughborough University, Loughborough LE11 3TU, UK
| | - Camilla Gilmore
- Centre for Mathematical Cognition, Loughborough University, Loughborough LE11 3TU, UK
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11
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Finke S, Vogel SE, Freudenthaler HH, Banfi C, Steiner AF, Kemény F, Göbel SM, Landerl K. Developmental trajectories of symbolic magnitude and order processing and their relation with arithmetic development. COGNITIVE DEVELOPMENT 2022. [DOI: 10.1016/j.cogdev.2022.101266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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12
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Di Lonardo Burr SM, Xu C, Douglas H, LeFevre JA, Susperreguy MI. Walking another pathway: The inclusion of patterning in the pathways to mathematics model. J Exp Child Psychol 2022; 222:105478. [PMID: 35714384 DOI: 10.1016/j.jecp.2022.105478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 05/18/2022] [Accepted: 05/21/2022] [Indexed: 10/18/2022]
Abstract
According to the Pathways to Mathematics model [LeFevre et al. (2010), Child Development, Vol. 81, pp. 1753-1767], children's cognitive skills in three domains-linguistic, attentional, and quantitative-predict concurrent and future mathematics achievement. We extended this model to include an additional cognitive skill, patterning, as measured by a non-numeric repeating patterning task. Chilean children who attended schools of low or high socioeconomic status (N = 98; 54% girls) completed cognitive measures in kindergarten (Mage = 71 months) and numeracy and mathematics outcomes 1 year later in Grade 1. Patterning and the original three pathways were correlated with the outcomes. Using Bayesian regressions, after including the original pathways and mother's education, we found that patterning skills predicted additional variability in applied problem solving and arithmetic fluency, but not number ordering, in Grade 1. Similarly, patterning skills were included in the best model for applied problem solving and arithmetic fluency, but not for number ordering, in Grade 1. In accord with the hypotheses of the original Pathways to Mathematics model, patterning varied in its unique and relative contributions to later mathematical performance, depending on the demands of the tasks. We conclude that patterning is a useful addition to the Pathways to Mathematics model, providing further insights into the range of cognitive precursors that are related to children's mathematical development.
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Affiliation(s)
| | - Chang Xu
- Department of Psychology, Carleton University, Ottawa, Ontario K1S 5B6, Canada
| | - Heather Douglas
- Department of Cognitive Science, Carleton University, Ottawa, Ontario K1S 5B6, Canada
| | - Jo-Anne LeFevre
- Department of Cognitive Science, Carleton University, Ottawa, Ontario K1S 5B6, Canada; Department of Psychology, Carleton University, Ottawa, Ontario K1S 5B6, Canada
| | - María Inés Susperreguy
- Faculty of Education, Pontificia Universidad Católica de Chile, Macul 7820436, Chile; Millennium Nucleus for the Study of the Development of Early Math Skills (MEMAT), Macul 7820436, Chile
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Devlin D, Moeller K, Reynvoet B, Sella F. A critical review of number order judgements and arithmetic: What do order verification tasks actually measure? COGNITIVE DEVELOPMENT 2022. [DOI: 10.1016/j.cogdev.2022.101262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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