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Gilmore C. Understanding the complexities of mathematical cognition: A multi-level framework. Q J Exp Psychol (Hove) 2023; 76:1953-1972. [PMID: 37129432 PMCID: PMC10466984 DOI: 10.1177/17470218231175325] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 01/16/2023] [Accepted: 01/17/2023] [Indexed: 05/03/2023]
Abstract
Mathematics skills are associated with future employment, well-being, and quality of life. However, many adults and children fail to learn the mathematics skills they require. To improve this situation, we need to have a better understanding of the processes of learning and performing mathematics. Over the past two decades, there has been a substantial growth in psychological research focusing on mathematics. However, to make further progress, we need to pay greater attention to the nature of, and multiple elements involved in, mathematical cognition. Mathematics is not a single construct; rather, overall mathematics achievement is comprised of proficiency with specific components of mathematics (e.g., number fact knowledge, algebraic thinking), which in turn recruit basic mathematical processes (e.g., magnitude comparison, pattern recognition). General cognitive skills and different learning experiences influence the development of each component of mathematics as well as the links between them. Here, I propose and provide evidence for a framework that structures how these components of mathematics fit together. This framework allows us to make sense of the proliferation of empirical findings concerning influences on mathematical cognition and can guide the questions we ask, identifying where we are missing both research evidence and models of specific mechanisms.
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Affiliation(s)
- Camilla Gilmore
- Centre for Mathematical Cognition, Loughborough University, Loughborough, UK
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2
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Haman M, Lipowska K, Soltanlou M, Cipora K, Domahs F, Nuerk HC. The plural counts: Inconsistent grammatical number hinders numerical development in preschoolers - A cross-linguistic study. Cognition 2023; 235:105383. [PMID: 36753808 DOI: 10.1016/j.cognition.2023.105383] [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: 08/04/2022] [Revised: 01/16/2023] [Accepted: 01/19/2023] [Indexed: 02/09/2023]
Abstract
The role of grammar in numerical development, and particularly the role of grammatical number inflection, has already been well-documented in toddlerhood. It is unclear, however, whether the influence of grammatical language structure further extends to more complex later stages of numerical development. Here, we addressed this question by exploiting differences between Polish, which has a complex grammatical number paradigm, leading to a partially inconsistent mapping between numerical quantities and grammatical number, and German, which has a comparatively easy verbal paradigm: 151 Polish-speaking and 123 German-speaking kindergarten children were tested using a symbolic numerical comparison task. Additionally, counting skills (Give-a-Number and count-list), and mapping between non-symbolic (dot sets) and symbolic representations of numbers, as well as working memory (Corsi blocks and Digit span) were assessed. Based on the Give-a-Number and mapping tasks, the children were divided into subset-knowers, CP-knowers-non-mappers, and CP-knowers-mappers. Linguistic background was related to performance in several ways: Polish-speaking children expectedly progressed to the CP-knowers stage later than German children, despite comparable non-numerical capabilities, and even after this stage was achieved, they fared worse in the numerical comparison task. There were also meaningful differences in spatial-numerical mapping between the Polish and German groups. Our findings are in line with the theory that grammatical number paradigms influence. the development of representations and processing of numbers, not only at the stage of acquiring the meaning of the first number-words but at later stages as well, when dealing with symbolic numbers.
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Affiliation(s)
- Maciej Haman
- Faculty of Psychology, University of Warsaw, Warsaw, Poland.
| | | | - Mojtaba Soltanlou
- Department of Psychology, University of Tübingen, Tübingen, Germany; LEAD Graduate School & Research Network, University of Tübingen, Tübingen, Germany; School of Psychology, University of Surrey, UK
| | - Krzysztof Cipora
- Department of Psychology, University of Tübingen, Tübingen, Germany; LEAD Graduate School & Research Network, University of Tübingen, Tübingen, Germany; Centre for Mathematical Cognition, Loughborough University, Loughborough, UK
| | - Frank Domahs
- Department of Linguistics, University of Erfurt, Erfurt, Germany
| | - Hans-Christoph Nuerk
- Department of Psychology, University of Tübingen, Tübingen, Germany; LEAD Graduate School & Research Network, University of Tübingen, Tübingen, Germany
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Silver AM, Libertus ME. Environmental influences on mathematics performance in early childhood. NATURE REVIEWS PSYCHOLOGY 2022; 1:407-418. [PMID: 36330081 PMCID: PMC9624502 DOI: 10.1038/s44159-022-00061-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/15/2022] [Indexed: 06/16/2023]
Abstract
Math skills relate to lifelong career, health, and financial outcomes. Individuals' own cognitive abilities predict math performance and there is growing recognition that environmental influences including differences in culture and variability in math engagement also impact math skills. In this Review, we summarize evidence indicating that differences between languages, exposure to math-focused language, socioeconomic status, attitudes and beliefs about math, and engagement with math activities influence young children's math performance. These influences play out at the community and individual level. However, research on the role of these environmental influences for foundational number skills, including understanding of number words, is limited. Future research is needed to understand individual differences in the development of early emerging math skills such as number word skills, examining to what extent different types of environmental input are necessary and how children's cognitive abilities shape the impact of environmental input.
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Affiliation(s)
- Alex M. Silver
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
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Artemenko C, Sitnikova MA, Soltanlou M, Dresler T, Nuerk HC. Functional lateralization of arithmetic processing in the intraparietal sulcus is associated with handedness. Sci Rep 2020; 10:1775. [PMID: 32020021 PMCID: PMC7000739 DOI: 10.1038/s41598-020-58477-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 01/15/2020] [Indexed: 01/06/2023] Open
Abstract
Functional lateralization is established for various cognitive functions, but was hardly ever investigated for arithmetic processing. Most neurocognitive models assume a central role of the bilateral intraparietal sulcus (IPS) in arithmetic processing and there is some evidence for more pronounced left-hemispheric activation for symbolic arithmetic. However, evidence was mainly obtained by studies in right-handers. Therefore, we conducted a functional near-infrared spectroscopy (fNIRS) study, in which IPS activation of left-handed adults was compared to right-handed adults in a symbolic approximate calculation task. The results showed that left-handers had a stronger functional right-lateralization in the IPS than right-handers. This finding has important consequences, as the bilateral IPS activation pattern for arithmetic processing seems to be shaped by functional lateralization and thus differs between left- and right-handers. We propose three possible accounts for the observed functional lateralization of arithmetic processing.
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Affiliation(s)
- Christina Artemenko
- Department of Psychology, University of Tuebingen, Tuebingen, Germany.
- LEAD Graduate School & Research Network, University of Tuebingen, Tuebingen, Germany.
| | - Maria A Sitnikova
- Department of Psychology, Pedagogical Institute, Belgorod National Research University, Belgorod, Russia
- Research and Project Centre for Cognitive Neuroscience and Neurotechnologies, Belgorod National Research University, Belgorod, Russia
| | - Mojtaba Soltanlou
- Department of Psychology, University of Tuebingen, Tuebingen, Germany
- LEAD Graduate School & Research Network, University of Tuebingen, Tuebingen, Germany
| | - Thomas Dresler
- LEAD Graduate School & Research Network, University of Tuebingen, Tuebingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tuebingen, Tuebingen, Germany
| | - Hans-Christoph Nuerk
- Department of Psychology, University of Tuebingen, Tuebingen, Germany
- LEAD Graduate School & Research Network, University of Tuebingen, Tuebingen, Germany
- Research and Project Centre for Cognitive Neuroscience and Neurotechnologies, Belgorod National Research University, Belgorod, Russia
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Lachmair M, Ruiz Fernández S, Moeller K, Nuerk HC, Kaup B. Magnitude or Multitude - What Counts? Front Psychol 2018; 9:522. [PMID: 29706917 PMCID: PMC5906736 DOI: 10.3389/fpsyg.2018.00522] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 03/27/2018] [Indexed: 11/13/2022] Open
Abstract
Recent studies revealed an association of low or high numbers (e.g., 1 vs. 9) and word semantics referring to entities typically found in upper or lower space (e.g., roof vs. root) indicating overlapping spatial representations. Another line of research revealed a similar association of grammatical number as a syntactic aspect of language and physical space: singular words were associated with left and plural words with right - resembling spatial-numerical associations of low numbers with left and high numbers with right. The present study aimed at integrating these lines of research by evaluating both types of spatial relations in one experiment. In a lexical decision task, pairs of a numerical cue and a subsequent plural noun were presented. For word with spatial associations (e.g., roofs vs. roots) number magnitude was expected to serve as a spatial cue. For spatially neutral words (e.g., tables) numbers were expected to cue multitude. Results showed the expected congruency-effect between the numbers and words with spatial associations (i.e., small numbers facilitate responses to down-words and high numbers to up-words). However, no effect was found for numbers and spatially neutral words. This seems to indicate that spatial aspects of word meaning may be related more closely to the magnitude of numbers than grammatical number is to the multitude reflected by numbers - at least in the current experimental setting, where only plural words were presented.
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Affiliation(s)
| | - Susana Ruiz Fernández
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- FOM-Hochschule für Oekonomie und Management, Essen, Germany
- LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
| | - Korbinian Moeller
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
- Department of Psychology, University of Tübingen, Tübingen, Germany
| | - Hans-Christoph Nuerk
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
- Department of Psychology, University of Tübingen, Tübingen, Germany
| | - Barbara Kaup
- LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
- Department of Psychology, University of Tübingen, Tübingen, Germany
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vanMarle K, Chu FW, Mou Y, Seok JH, Rouder J, Geary DC. Attaching meaning to the number words: contributions of the object tracking and approximate number systems. Dev Sci 2016; 21. [PMID: 27981702 DOI: 10.1111/desc.12495] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 07/21/2016] [Indexed: 01/29/2023]
Abstract
Children's understanding of the quantities represented by number words (i.e., cardinality) is a surprisingly protracted but foundational step in their learning of formal mathematics. The development of cardinal knowledge is related to one or two core, inherent systems - the approximate number system (ANS) and the object tracking system (OTS) - but whether these systems act alone, in concert, or antagonistically is debated. Longitudinal assessments of 198 preschool children on OTS, ANS, and cardinality tasks enabled testing of two single-mechanism (ANS-only and OTS-only) and two dual-mechanism models, controlling for intelligence, executive functions, preliteracy skills, and demographic factors. Measures of both OTS and ANS predicted cardinal knowledge in concert early in the school year, inconsistent with single-mechanism models. The ANS but not the OTS predicted cardinal knowledge later in the school year as well the acquisition of the cardinal principle, a critical shift in cardinal understanding. The results support a Merge model, whereby both systems initially contribute to children's early mapping of number words to cardinal value, but the role of the OTS diminishes over time while that of the ANS continues to support cardinal knowledge as children come to understand the counting principles.
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Affiliation(s)
- Kristy vanMarle
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri, USA
| | - Felicia W Chu
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri, USA
| | - Yi Mou
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri, USA
| | - Jin H Seok
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri, USA
| | - Jeffrey Rouder
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri, USA
| | - David C Geary
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri, USA.,Interdisciplinary Neuroscience Program, University of Missouri, Columbia, Missouri, USA
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Daroczy G, Wolska M, Meurers WD, Nuerk HC. Word problems: a review of linguistic and numerical factors contributing to their difficulty. Front Psychol 2015; 6:348. [PMID: 25883575 PMCID: PMC4381502 DOI: 10.3389/fpsyg.2015.00348] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Accepted: 03/11/2015] [Indexed: 11/13/2022] Open
Abstract
Word problems (WPs) belong to the most difficult and complex problem types that pupils encounter during their elementary-level mathematical development. In the classroom setting, they are often viewed as merely arithmetic tasks; however, recent research shows that a number of linguistic verbal components not directly related to arithmetic contribute greatly to their difficulty. In this review, we will distinguish three components of WP difficulty: (i) the linguistic complexity of the problem text itself, (ii) the numerical complexity of the arithmetic problem, and (iii) the relation between the linguistic and numerical complexity of a problem. We will discuss the impact of each of these factors on WP difficulty and motivate the need for a high degree of control in stimuli design for experiments that manipulate WP difficulty for a given age group.
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Affiliation(s)
- Gabriella Daroczy
- Diagnostics and Cognitive Neuropsychology, Department of Psychology, Eberhard Karls Universität Tübingen Tübingen, Germany ; LEAD Graduate School, Eberhard Karls Universität Tübingen Tübingen, Germany
| | - Magdalena Wolska
- LEAD Graduate School, Eberhard Karls Universität Tübingen Tübingen, Germany
| | - Walt Detmar Meurers
- LEAD Graduate School, Eberhard Karls Universität Tübingen Tübingen, Germany ; Department of Linguistics, Eberhard Karls Universität Tübingen Tübingen, Germany
| | - Hans-Christoph Nuerk
- Diagnostics and Cognitive Neuropsychology, Department of Psychology, Eberhard Karls Universität Tübingen Tübingen, Germany ; LEAD Graduate School, Eberhard Karls Universität Tübingen Tübingen, Germany ; Knowledge Media Research Center Tübingen, Germany
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