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McNeil NM, Jordan NC, Viegut AA, Ansari D. What the Science of Learning Teaches Us About Arithmetic Fluency. Psychol Sci Public Interest 2025; 26:10-57. [PMID: 40297988 DOI: 10.1177/15291006241287726] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2025]
Abstract
High-quality mathematics education not only improves life outcomes for individuals but also drives innovation and progress across society. But what exactly constitutes high-quality mathematics education? In this article, we contribute to this discussion by focusing on arithmetic fluency. The debate over how best to teach arithmetic has been long and fierce. Should we emphasize memorization techniques such as flashcards and timed drills or promote "thinking strategies" via play and authentic problem solving? Too often, recommendations for a "balanced" approach lack the depth and specificity needed to effectively guide educators or inform public understanding. Here, we draw on developmental cognitive science, particularly Sfard's process-object duality and Karmiloff-Smith's implicit-explicit knowledge continuum, to present memorization and thinking strategies not as opposing methods but as complementary forces. This framework enables us to offer specific recommendations for fostering arithmetic fluency based on the science of learning. We define arithmetic fluency, provide evidence on its importance, describe the cognitive structures and processes supporting it, and share evidence-based guidance for promoting it. Our recommendations include progress monitoring for early numeracy, providing explicit instruction to teach important strategies and concepts, implementing well-structured retrieval practice, introducing time-limited practice only after students demonstrate accuracy, and allocating sufficient time for discussion and cognitive reflection. By blending theory, evidence, and practical advice, we equip educators and policymakers with the knowledge needed to ensure all children have access to the opportunities needed to achieve arithmetic fluency.
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Affiliation(s)
- Nicole M McNeil
- Department of Psychology and Institute for Educational Initiatives, University of Notre Dame
| | | | | | - Daniel Ansari
- Department of Psychology and Faculty of Education, Western University
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2
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Schiltz C, Lachelin R, Hilger V, Marinova M. Thinking about numbers in different tongues: An overview of the influences of multilingualism on numerical and mathematical competencies. PSYCHOLOGICAL RESEARCH 2024; 88:2416-2431. [PMID: 39060519 DOI: 10.1007/s00426-024-01997-y] [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: 04/30/2024] [Accepted: 06/22/2024] [Indexed: 07/28/2024]
Abstract
In an increasingly multilingual and multicultural world, understanding the interactions between language and mathematics is critical, especially when individuals must acquire and exercise their mathematical competencies in multiple languages. Indeed, research shows that, overall, L2 language learners are at an academic disadvantage compared to their L1 peers. The current article briefly overviews how multilingualism influences basic and advanced mathematical skills and interacts with mathematical learning difficulties. We first outline the traditional cognitive models of number learning and language processing. We then discuss the particularities of multilingualism and how it impacts numerical skills such as counting and building lexical-semantic associations, transcoding and arithmetic, mathematical word problems and mathematical performance tests, and dyscalculia diagnosis. We end this review by outlining challenges, recommendations, and solutions for multilingual educational settings. The article is intended as a guide for numerical cognition researchers who work with diverse populations and for mathematics educators and educational policy-makers facing the challenges of a multilingual classroom.
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Affiliation(s)
- Christine Schiltz
- Institute of Cognitive Science and Assessment, Department of Behavioural and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Belval Esch-sur-Alzette, Luxembourg.
| | - Rémy Lachelin
- Institute of Cognitive Science and Assessment, Department of Behavioural and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Belval Esch-sur-Alzette, Luxembourg
| | - Vera Hilger
- Institute of Cognitive Science and Assessment, Department of Behavioural and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Belval Esch-sur-Alzette, Luxembourg
- Luxembourg Centre for Educational Testing, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Belval Esch-sur-Alzette, Luxembourg
| | - Mila Marinova
- Institute of Cognitive Science and Assessment, Department of Behavioural and Cognitive Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Belval Esch-sur-Alzette, Luxembourg
- Brain and Cognition, KU Leuven, Leuven, Belgium
- Faculty of Psychology and Educational Sciences, KU Leuven, Kortrijk, Belgium
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3
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Orrantia J, Muñez D, Sánchez R, Matilla L. Mapping skills between symbols and quantities in preschoolers: The role of finger patterns. Dev Sci 2024; 27:e13529. [PMID: 38747447 DOI: 10.1111/desc.13529] [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: 07/24/2023] [Revised: 04/15/2024] [Accepted: 04/27/2024] [Indexed: 08/20/2024]
Abstract
Mapping skills between different codes to represent numerical information, such as number symbols (i.e., verbal number words and written digits) and non-symbolic quantities, are important in the development of the concept of number. The aim of the current study is to investigate children's mapping skills by incorporating another numerical code that emerges at early stages in development, finger patterns. Specifically, the study investigates (i) the order in which mapping skills develop and the association with young children's understanding of cardinality; and (ii) whether finger patterns are processed similarly to symbolic codes or rather as non-symbolic quantities. Preschool children (3-year-olds, N = 113, Mage = 40.8 months, SDage = 3.6 months; 4-year-olds, N = 103, Mage = 52.9 months, SDage = 3.4 months) both cardinality knowers and subset-knowers, were presented with twelve tasks that assessed the mappings between number words, Arabic digits, finger patterns, and quantities. The results showed that children's ability to map symbolic numbers precedes the understanding that such symbols reflect quantities, and that children recognize finger patterns above their cardinality knowledge, suggesting that finger patterns are symbolic in essence. RESEARCH HIGHLIGHTS: Children are more accurate in mapping between finger patterns and symbols (number words and Arabic digits) than in mapping finger patterns and quantities, indicating that fingers are processed holistically as symbolic codes. Children can map finger patterns to symbols above their corresponding cardinality level even in subset-knowers. Finger patterns may play a role in the process by which children learn to map symbols to quantities. Fingers patterns' use in the classroom context may be an adequate instructional and diagnostic tool.
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Affiliation(s)
- Josetxu Orrantia
- Department of Developmental and Educational Psychology, Faculty of Education, University of Salamanca, Salamanca, Spain
| | - David Muñez
- Center for Research in Child Development, National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - Rosario Sánchez
- Department of Developmental and Educational Psychology, Faculty of Education, University of Salamanca, Salamanca, Spain
| | - Laura Matilla
- Department of Developmental and Educational Psychology, Faculty of Education, University of Salamanca, Salamanca, Spain
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Walker K, Carrigan E, Coppola M. Early access to language supports number mapping skills in deaf children. JOURNAL OF DEAF STUDIES AND DEAF EDUCATION 2023; 29:1-18. [PMID: 38124681 DOI: 10.1093/deafed/enad045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 08/31/2023] [Accepted: 09/03/2023] [Indexed: 12/23/2023]
Abstract
The ability to associate different types of number representations referring to the same quantity (symbolic Arabic numerals, signed/spoken number words, and nonsymbolic quantities), is an important predictor of overall mathematical success. This foundational skill-mapping-has not been examined in deaf and hard-of-hearing (DHH) children. To address this gap, we studied 188 4 1/2 to 9-year-old DHH and hearing children and systematically examined the relationship between their language experiences and mapping skills. We asked whether the timing of children's language exposure (early vs. later), the modality of their language (signed vs. spoken), and their rote counting abilities related to mapping performance. We found that language modality did not significantly relate to mapping performance, but timing of language exposure and counting skills did. These findings suggest that early access to language, whether spoken or signed, supports the development of age-typical mapping skills and that knowledge of number words is critical for this development.
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Affiliation(s)
- Kristin Walker
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Emily Carrigan
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, United States
| | - Marie Coppola
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, United States
- Department of Linguistics, University of Connecticut, Storrs, CT, United States
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5
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Jordan NC, Devlin BL, Botello M. Core foundations of early mathematics: refining the number sense framework. Curr Opin Behav Sci 2022. [DOI: 10.1016/j.cobeha.2022.101181] [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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6
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Predicting mathematics achievement from subdomains of early number competence: Differences by grade and achievement level. J Exp Child Psychol 2022; 217:105354. [DOI: 10.1016/j.jecp.2021.105354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 11/09/2021] [Accepted: 12/14/2021] [Indexed: 11/16/2022]
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7
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Automatic integration of numerical formats examined with frequency-tagged EEG. Sci Rep 2021; 11:21405. [PMID: 34725370 PMCID: PMC8560945 DOI: 10.1038/s41598-021-00738-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 10/13/2021] [Indexed: 01/23/2023] Open
Abstract
How humans integrate and abstract numerical information across different formats is one of the most debated questions in human cognition. We addressed the neuronal signatures of the numerical integration using an EEG technique tagged at the frequency of visual stimulation. In an oddball design, participants were stimulated with standard sequences of numbers (< 5) depicted in single (digits, dots, number words) or mixed notation (dots-digits, number words-dots, digits-number words), presented at 10 Hz. Periodically, a deviant stimulus (> 5) was inserted at 1.25 Hz. We observed significant oddball amplitudes for all single notations, showing for the first time using this EEG technique, that the magnitude information is spontaneously and unintentionally abstracted, irrespectively of the numerical format. Significant amplitudes were also observed for digits-number words and number words-dots, but not for digits-dots, suggesting an automatic integration across some numerical formats. These results imply that direct and indirect neuro-cognitive links exist across the different numerical formats.
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Wang L, Liang X, Yin Y, Kang J. Bidirectional Mapping Between the Symbolic Number System and the Approximate Number System. Exp Psychol 2021; 68:243-263. [DOI: 10.1027/1618-3169/a000533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Abstract. Previous studies have discussed the symmetry of bidirectional mapping between approximate number system (ANS) and symbolic number system (SNS). However, these studies neglected the essential significance of bidirectional mapping in the development of numerical cognition. That is, with age, the connection strength between the ANS and SNS in ANS-SNS mapping could be higher than that in SNS-ANS mapping. Therefore, this study attempted to explore the symmetry of bidirectional mapping by examining whether the connection between the ANS and SNS is the same. Using two types of dot array materials (extensive and intensive) and sequence priming paradigms, this study found a stable negative priming effect in the ANS-SNS priming task, but no priming effect in the SNS-ANS priming task. In addition, although sensory cues (extensive and intensive) could affect performance in the ANS-SNS mapping task, these cues did not affect performance in the ANS-SNS priming task. In general, this study provides valuable insight into the symmetry of bidirectional mapping.
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Affiliation(s)
- Lijuan Wang
- School of Psychology, Northeast Normal University, Changchun, Jilin, PR China
| | - Xiao Liang
- School of Psychology, Northeast Normal University, Changchun, Jilin, PR China
| | - Yueyang Yin
- School of Psychology, Northeast Normal University, Changchun, Jilin, PR China
| | - Jingmei Kang
- School of Psychology, Northeast Normal University, Changchun, Jilin, PR China
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Sella F, Slusser E, Odic D, Krajcsi A. The emergence of children’s natural number concepts: Current theoretical challenges. CHILD DEVELOPMENT PERSPECTIVES 2021. [DOI: 10.1111/cdep.12428] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Francesco Sella
- Centre for Mathematical Cognition Loughborough University Loughborough UK
| | - Emily Slusser
- Department of Child and Adolescent Development San Jose State University San Jose California USA
| | - Darko Odic
- Department of Psychology The University of British Columbia Vancouver BC Canada
| | - Attila Krajcsi
- Department of Cognitive Psychology Eötvös Loránd University Budapest Hungary
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Guo L, Xu X, Dai DY, Deng C. Foundations for early mathematics skills: The interplay of approximate number system, mapping ability, and home numeracy activities. COGNITIVE DEVELOPMENT 2021. [DOI: 10.1016/j.cogdev.2021.101083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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11
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Marinova M, Reynvoet B, Sasanguie D. Mapping between number notations in kindergarten and the role of home numeracy. COGNITIVE DEVELOPMENT 2021. [DOI: 10.1016/j.cogdev.2020.101002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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12
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van ‘t Noordende JE, Kroesbergen EH, Leseman PPM, Volman M(CJM. The Role of Non-symbolic and Symbolic Skills in the Development of Early Numerical Cognition from Preschool to Kindergarten Age. JOURNAL OF COGNITION AND DEVELOPMENT 2020. [DOI: 10.1080/15248372.2020.1858835] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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13
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Xu C, LeFevre JA. Children's Knowledge of Symbolic Number in Grades 1 and 2: Integration of Associations. Child Dev 2020; 92:1099-1117. [PMID: 33296089 DOI: 10.1111/cdev.13473] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
How do children develop associations among number symbols? For Grade 1 children (n = 66, M = 78 months), sequence knowledge (i.e., identify missing numbers) and number comparison (i.e., choose larger number) predicted addition, both concurrently and indirectly at the end of Grade 1. Number ordering (i.e., touch numbers in order) did not predict addition but was predicted by number comparison, suggesting that magnitude associations underlie ordering performance. In contrast, for Grade 2 children (n = 80, M = 90 months), number ordering predicted addition concurrently and at the end of Grade 2; number ordering was predicted by number comparison, sequencing, and inhibitory processing. Development of symbolic number competence involves the hierarchical integration of sequence, magnitude, order, and arithmetic associations.
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van den Berg FCG, de Weerd P, Jonkman LM. Number-related Brain Potentials Are Differentially Affected by Mapping Novel Symbols on Small versus Large Quantities in a Number Learning Task. J Cogn Neurosci 2020; 32:1263-1275. [PMID: 32073349 DOI: 10.1162/jocn_a_01546] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
The nature of the mapping process that imbues number symbols with their numerical meaning-known as the "symbol-grounding process"-remains poorly understood and the topic of much debate. The aim of this study was to enhance insight into how the nonsymbolic-symbolic number mapping process and its neurocognitive correlates might differ between small (1-4; subitizing range) and larger (6-9) numerical ranges. Hereto, 22 young adults performed a learning task in which novel symbols acquired numerical meaning by mapping them onto nonsymbolic magnitudes presented as dot arrays (range 1-9). Learning-dependent changes in accuracy and RT provided evidence for successful novel symbol quantity mapping in the subitizing (1-4) range only. Corroborating these behavioral results, the number processing related P2p component was only modulated by the learning/mapping of symbols representing small numbers 1-4. The symbolic N1 amplitude increased with learning independent of symbolic numerical range but dependent on the set size of the preceding dot array; it only occurred when mapping on one to four item dot arrays that allow for quick retrieval of a numeric value, on the basis of which, with learning, one could predict the upcoming symbol causing perceptual expectancy violation when observing a different symbol. These combined results suggest that exact nonsymbolic-symbolic mapping is only successful for small quantities 1-4 from which one can readily extract cardinality. Furthermore, we suggest that the P2p reflects the processing stage of first access to or retrieval of numeric codes and might in future studies be used as a neural correlate of nonsymbolic-symbolic mapping/symbol learning.
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15
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Sella F, Lucangeli D, Cohen Kadosh R, Zorzi M. Making Sense of Number Words and Arabic Digits: Does Order Count More? Child Dev 2019; 91:1456-1470. [PMID: 31724163 DOI: 10.1111/cdev.13335] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The ability to choose the larger between two numbers reflects a mature understanding of the magnitude associated with numerical symbols. The present study explores how the knowledge of the number sequence and memory capacity (verbal and visuospatial) relate to number comparison skills while controlling for cardinal knowledge. Preschool children's (N = 140, Mage-in-months = 58.9, range = 41-75) knowledge of the directional property of the counting list as well as the spatial mapping of digits on the visual line were assessed. The ability to order digits on the visual line mediated the relation between memory capacity and number comparison skills while controlling for cardinal knowledge. Beyond cardinality, the knowledge of the (spatial) order of numbers marks the understanding of the magnitude associated with numbers.
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Affiliation(s)
| | | | | | - Marco Zorzi
- University of Padova.,Fondazione Ospedale San Camillo IRCCS
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16
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Matusz PJ, Merkley R, Faure M, Scerif G. Expert attention: Attentional allocation depends on the differential development of multisensory number representations. Cognition 2019; 186:171-177. [DOI: 10.1016/j.cognition.2019.01.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Revised: 01/14/2019] [Accepted: 01/23/2019] [Indexed: 01/01/2023]
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17
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Sella F, Lucangeli D, Zorzi M. Spatial order relates to the exact numerical magnitude of digits in young children. J Exp Child Psychol 2018; 178:385-404. [PMID: 30314720 DOI: 10.1016/j.jecp.2018.09.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Revised: 08/31/2018] [Accepted: 09/01/2018] [Indexed: 10/28/2022]
Abstract
Spatial representation of numbers has been repeatedly associated with the development of numerical and mathematical skills. However, few studies have explored the contribution of spatial mapping to exact number representation in young children. Here we designed a novel task that allows a detailed analysis of direction, ordinality, and accuracy of spatial mapping. Preschool children, who were classified as competent counters (cardinal principle knowers), placed triplets of sequentially presented digits on the visual line. The ability to correctly order triplets tended to decrease with the larger digits. When triplets were correctly ordered, the direction of spatial mapping was predominantly oriented from left to right and the positioning of the target digits was characterized by a pattern of underestimation with no evidence of logarithmic compression. Crucially, only ordinality was associated with performance in a digit comparison task. Our results suggest that the spatial (ordinal) arrangement of digits is a powerful source of information that young children can use to construct the representation of exact numbers. Therefore, digits may acquire numerical meaning based on their spatial order on the number line.
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Affiliation(s)
- Francesco Sella
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
| | - Daniela Lucangeli
- Department of Developmental Psychology and Socialization, University of Padova, Padova, Italy
| | - Marco Zorzi
- Department of General Psychology and Center for Cognitive Neuroscience, University of Padova, Padova, Italy; IRCCS San Camillo Neurorehabilitation Hospital, 30126 Venice-Lido, Italy
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Sella F, Lucangeli D, Zorzi M. Spatial and Verbal Routes to Number Comparison in Young Children. Front Psychol 2018; 9:776. [PMID: 29881364 PMCID: PMC5976791 DOI: 10.3389/fpsyg.2018.00776] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Accepted: 05/01/2018] [Indexed: 11/13/2022] Open
Abstract
The ability to compare the numerical magnitude of symbolic numbers represents a milestone in the development of numerical skills. However, it remains unclear how basic numerical abilities contribute to the understanding of symbolic magnitude and whether the impact of these abilities may vary when symbolic numbers are presented as number words (e.g., "six vs. eight") vs. Arabic numbers (e.g., 6 vs. 8). In the present study on preschool children, we show that comparison of number words is related to cardinality knowledge whereas the comparison of Arabic digits is related to both cardinality knowledge and the ability to spatially map numbers. We conclude that comparison of symbolic numbers in preschool children relies on multiple numerical skills and representations, which can be differentially weighted depending on the presentation format. In particular, the spatial arrangement of digits on the number line seems to scaffold the development of a "spatial route" to understanding the exact magnitude of numerals.
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Affiliation(s)
- Francesco Sella
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Daniela Lucangeli
- Department of Developmental Psychology and Socialisation, Università di Padova, Padova, Italy
| | - Marco Zorzi
- Department of General Psychology, Università di Padova, Padova, Italy
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