1
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Dewulf M, Gevers W, Antoine S. The ordinal distance effect in working memory: does it exist in the absence of confounds? PSYCHOLOGICAL RESEARCH 2024; 88:852-860. [PMID: 37874371 DOI: 10.1007/s00426-023-01892-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 10/02/2023] [Indexed: 10/25/2023]
Abstract
In most daily-life situations, briefly remembering actions or words is not sufficient to reach a goal. You often have to remember them in a specific order. One behavioural observation of the processing of ordinal information in working memory is the ordinal distance effect. It refers to the facilitation in the ordinal processing of items that are at distant positions in comparison to items close to each other in working memory. So far, the ordinal distance effect has always been investigated with a simultaneous presentation of the items of the memory sequences. Such a presentation created a confound: items distant by their ordinal distance were also distant by their physical distance (i.e., the visuospatial distance between their positions on the screen). In the present study, we investigated whether the ordinal distance effect can be observed in the absence of a physical confound using a sequential presentation of the items of the memory sequence. Our findings revealed a combination of reversed and standard distance effects, unchanged by physical characteristics. The presence of a reversed distance effect suggests that a serial scanning strategy confers an advantage for adjacent items. Different strategies apply to the ordinal judgment of adjacent versus more distant items in verbal working memory. Interestingly, when ruling out the confound of primacy and recency effects, the standard distance effect disappeared while the reversed distance effect remained. Ultimately, our findings question the existence of the ordinal distance effect as a separate effect from other working memory confounds.
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Affiliation(s)
- Myrtille Dewulf
- Center for Research in Cognition and Neurosciences (CRCN), ULB Neuroscience Institute, Université Libre de Bruxelles, Avenue F. Roosevelt, 50, 1050, Brussels, Belgium.
| | - Wim Gevers
- Center for Research in Cognition and Neurosciences (CRCN), ULB Neuroscience Institute, Université Libre de Bruxelles, Avenue F. Roosevelt, 50, 1050, Brussels, Belgium
| | - Sophie Antoine
- Center for Research in Cognition and Neurosciences (CRCN), ULB Neuroscience Institute, Université Libre de Bruxelles, Avenue F. Roosevelt, 50, 1050, Brussels, Belgium
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2
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Brunner C, Schadenbauer P, Schröder N, Grabner RH, Vogel SE. Electrophysiological correlates of symbolic numerical order processing. PLoS One 2024; 19:e0301228. [PMID: 38512938 PMCID: PMC10956805 DOI: 10.1371/journal.pone.0301228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 03/12/2024] [Indexed: 03/23/2024] Open
Abstract
Determining if a sequence of numbers is ordered or not is one of the fundamental aspects of numerical processing linked to concurrent and future arithmetic skills. While some studies have explored the neural underpinnings of order processing using functional magnetic resonance imaging, our understanding of electrophysiological correlates is comparatively limited. To address this gap, we used a three-item symbolic numerical order verification task (with Arabic numerals from 1 to 9) to study event-related potentials (ERPs) in 73 adult participants in an exploratory approach. We presented three-item sequences and manipulated their order (ordered vs. unordered) as well as their inter-item numerical distance (one vs. two). Participants had to determine if a presented sequence was ordered or not. They also completed a speeded arithmetic fluency test, which measured their arithmetic skills. Our results revealed a significant mean amplitude difference in the grand average ERP waveform between ordered and unordered sequences in a time window of 500-750 ms at left anterior-frontal, left parietal, and central electrodes. We also identified distance-related amplitude differences for both ordered and unordered sequences. While unordered sequences showed an effect in the time window of 500-750 ms at electrode clusters around anterior-frontal and right-frontal regions, ordered sequences differed in an earlier time window (190-275 ms) in frontal and right parieto-occipital regions. Only the mean amplitude difference between ordered and unordered sequences showed an association with arithmetic fluency at the left anterior-frontal electrode. While the earlier time window for ordered sequences is consistent with a more automated and efficient processing of ordered sequential items, distance-related differences in unordered sequences occur later in time.
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Affiliation(s)
- Clemens Brunner
- Department of Psychology, Educational Neuroscience, University of Graz, Graz, Austria
| | - Philip Schadenbauer
- Department of Psychology, Educational Neuroscience, University of Graz, Graz, Austria
| | - Nele Schröder
- Department of Psychology, Educational Neuroscience, University of Graz, Graz, Austria
| | - Roland H. Grabner
- Department of Psychology, Educational Neuroscience, University of Graz, Graz, Austria
| | - Stephan E. Vogel
- Department of Psychology, Educational Neuroscience, University of Graz, Graz, Austria
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3
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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) 2024:17470218231220912. [PMID: 38053316 DOI: 10.1177/17470218231220912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [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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4
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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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5
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Skagenholt M, Lyons IM, Skagerlund K, Träff U. Connectome-based predictive modeling indicates dissociable neurocognitive mechanisms for numerical order and magnitude processing in children. Neuropsychologia 2023; 184:108563. [PMID: 37062424 DOI: 10.1016/j.neuropsychologia.2023.108563] [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: 01/03/2023] [Revised: 03/16/2023] [Accepted: 04/13/2023] [Indexed: 04/18/2023]
Abstract
Symbolic numbers contain information about their relative numerical cardinal magnitude (e.g., 2 < 3) and ordinal placement in the count-list (e.g., 1, 2, 3). Previous research has primarily investigated magnitude discrimination skills and their predictive capacity for math achievement, whereas numerical ordering has been less systematically explored. At approximately 10-12 years of age, numerical order processing skills have been observed to surpass cardinal magnitude discrimination skills as the key predictor of arithmetic ability. The neurocognitive mechanisms underlying this shift remain unclear. To this end, we investigated children's (ages 10-12) neural correlates of numerical order and magnitude discrimination, as well as task-based functional connectomes and their predictive capacity for numeracy-related behavioral outcomes. Results indicated that number discrimination uniquely relied on bilateral temporoparietal correlates, whereas order processing recruited the bilateral IPS, cerebellum, and left premotor cortex. Connectome-based models were not cross-predictive for numerical order and magnitude, suggesting two dissociable mechanisms jointly supported by visuospatial working memory. Neural correlates of learning and memory were predictive of age and arithmetic ability, only for the ordinal task-connectome, indicating that the numerical order mechanism may undergo a developmental shift, dissociating it from mechanisms supporting cardinal number processing.
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Affiliation(s)
- Mikael Skagenholt
- Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden; Department of Management and Engineering, JEDI-Lab, Linköping University, Linköping, Sweden.
| | - Ian M Lyons
- Department of Psychology, Georgetown University, Washington D.C, USA
| | - Kenny Skagerlund
- Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden; Department of Management and Engineering, JEDI-Lab, Linköping University, Linköping, Sweden; Center for Social and Affective Neuroscience (CSAN), Linköping University, Linköping, Sweden
| | - Ulf Träff
- Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden
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6
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Abstract
Math anxiety results in a drop in performance on various math-related tasks, including the symbolic number ordering task in which participants decide whether a triplet of digits is presented in order (e.g. 3-5-7) or not (e.g. 3-7-5). We investigated whether the strategy repertoire and reaction times during a symbolic ordering task were affected by math anxiety. In study 1, participants performed an untimed symbolic number ordering task and indicated the strategy they used on a trial-by-trial basis. The use of the memory retrieval strategy, based on the immediate recognition of the triplet, decreased with high math anxiety, but disappeared when controlling for general anxiety. In the study 2, participants completed a timed version of the number order task. High math-anxious participants used the decomposition strategy (e.g. 5 is larger than 3 and 7 is larger than 5 to decide whether 3-5-7 is in the correct order) more often, and were slower in responding when both memory- and other decomposition strategies were used. Altogether, both studies demonstrate that high-math anxious participants are not only slower to decide whether a number triplet is in the correct order, but also rely more on procedural strategies.
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Affiliation(s)
- Natalia Dubinkina
- Brain and Cogntion, KU Leuven, Belgium.,Faculty of Psychology and Educational Sciences, KU Leuven, Kortrijk, Belgium
| | - Francesco Sella
- Centre for Mathematical Cognition, Loughborough University, Loughborough, UK
| | - Stefanie Vanbecelaere
- Faculty of Psychology and Educational Sciences, KU Leuven, Kortrijk, Belgium.,IMEC Research Group ITEC, KU Leuven, Kortrijk, Belgium
| | - Bert Reynvoet
- Brain and Cogntion, KU Leuven, Belgium.,Faculty of Psychology and Educational Sciences, KU Leuven, Kortrijk, Belgium
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7
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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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8
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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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9
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Hutchison JE, Ansari D, Zheng S, De Jesus S, Lyons IM. Extending ideas of numerical order beyond the count-list from kindergarten to first grade. Cognition 2022; 223:105019. [PMID: 35121431 DOI: 10.1016/j.cognition.2022.105019] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 12/22/2021] [Accepted: 01/06/2022] [Indexed: 01/29/2023]
Abstract
Ordinal processing plays a fundamental role in both the representation and manipulation of symbolic numbers. As such, it is important to understand how children come to develop a sense of ordinality in the first place. The current study examines the role of the count-list in the development of ordinal knowledge through the investigation of two research questions: (1) Do K-1 children struggle to extend the notion of numerical order beyond the count-list, and if so (2) does this extension develop incrementally or manifest as a qualitative re-organization of how children recognize the ordinality of numerical sequences. Overall, we observed that although young children reliably identified adjacent ordered sequences (i.e., those that match the count-list; '2-3-4') as being in the correct ascending order, they performed significantly below chance on non-adjacent ordered trials (i.e., those that do not match the count-list but are in the correct order; '2-4-6') from the beginning of kindergarten to the end of first grade. Further, both qualitative and quantitative analyses supported the conclusion that the ability to extend notions of ordinality beyond the count-list emerged as a conceptual shift in ordinal understanding rather than through incremental improvements. These findings are the first to suggest that the ability to extend notions of ordinality beyond the count-list to include non-adjacent numbers is non-trivial and reflects a significant developmental hurdle that most children must overcome in order to develop a mature sense of ordinality.
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Affiliation(s)
- Jane E Hutchison
- Georgetown University, Department of Psychology, United States of America
| | - Daniel Ansari
- University of Western Ontario, Department of Psychology and Brain & Mind Institute, Canada
| | - Samuel Zheng
- Toronto District School Board, Research and Development, Canada
| | | | - Ian M Lyons
- Georgetown University, Department of Psychology, United States of America.
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10
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Cheung CN. When A is greater than B: Interactions between magnitude and serial order. Conscious Cogn 2021; 97:103259. [PMID: 34971865 DOI: 10.1016/j.concog.2021.103259] [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: 03/14/2021] [Revised: 12/02/2021] [Accepted: 12/04/2021] [Indexed: 11/17/2022]
Abstract
Processing ordinal information is an important aspect of cognitive ability, yet the nature of such ordinal representations remains largely unclear. Previously, it has been suggested that ordinal position is coded as magnitude, but this claim has not yet received direct empirical support. This study examined the nature of ordinal representations using a Stroop-like letter order judgment task. If ordinal position is coded as magnitude, then letter ordering and font size should interact. Experiments 1 and 2 identified a significant interaction between letter size and ordering. Specifically, a facilitation effect was observed for alphabetically ordered sequences with decreasing font size (e.g., B C D). This suggests an overlap in the mechanisms for order and magnitude processing. The finding also suggests that earlier ranks may be represented as "more" in such a magnitude-based code, and vice versa for later ranks.
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Affiliation(s)
- Chi-Ngai Cheung
- Department of Psychology and Criminal Justice, Middle Georgia State University, USA; Jiann-Ping Hsu College of Public Health, Georgia Southern University, USA; Department of Psychology, University of South Florida, USA.
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11
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Meijer AM, Aben B, Reynvoet B, Van den Bussche E. Reactive and proactive cognitive control as underlying processes of number processing in children. J Exp Child Psychol 2021; 215:105319. [PMID: 34801736 DOI: 10.1016/j.jecp.2021.105319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 10/14/2021] [Accepted: 10/19/2021] [Indexed: 10/19/2022]
Abstract
Cognitive control is crucial to resolve conflict in tasks such as the flanker task. Reactive control is used when conflict is rare, whereas proactive control is more efficient in situations where conflict is frequent. Macizo and Herrera (Psychological Research, 2013, Vol. 77, pp. 651-658) found that these two control processes can also underlie two-digit number comparison in adults. Specifically, they observed that the unit-decade compatibility effect decreased in a block containing many conflict trials as compared with a block containing few conflict trials (i.e., a list-wide proportion congruency effect). In the current study, we assessed whether this finding also applies to children (7-, 9-, and 11-year-olds). Participants performed a flanker task and a two-digit number comparison task. In both tasks, the proportion of conflict was manipulated (80% vs. 20%). Results from the flanker task showed a typical list-wide proportion congruency effect in reaction times in all participating age groups. In the number comparison task, we observed list-wide proportion congruency effects in both reaction times and error rates, which did not interact with age. Our findings support the assumption that children as young as 7 years can effectively use proactive and reactive control strategies. We showed that this effect is not limited to standardized artificial laboratory tasks, such as the flanker task, but also underlies more daily life tasks, such as the processing of Arabic numbers.
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Affiliation(s)
- Anne-Merel Meijer
- Brain & Cognition, KU (Katholieke Universiteit) Leuven, 3000 Leuven, Belgium.
| | - Bart Aben
- Brain & Cognition, KU (Katholieke Universiteit) Leuven, 3000 Leuven, Belgium
| | - Bert Reynvoet
- Brain & Cognition, KU (Katholieke Universiteit) Leuven, 3000 Leuven, Belgium; Faculty of Psychology and Educational Sciences, KU Leuven Kulak, 8500 Kortrijk, Belgium
| | - Eva Van den Bussche
- Brain & Cognition, KU (Katholieke Universiteit) Leuven, 3000 Leuven, Belgium; Department of Psychology, Vrije Universiteit Brussel, 1050 Brussels, Belgium
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12
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Finke S, Banfi C, Freudenthaler HH, Steiner AF, Vogel SE, Göbel SM, Landerl K. Common and distinct predictors of non-symbolic and symbolic ordinal number processing across the early primary school years. PLoS One 2021; 16:e0258847. [PMID: 34673837 PMCID: PMC8530342 DOI: 10.1371/journal.pone.0258847] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 10/06/2021] [Indexed: 11/18/2022] Open
Abstract
What are the cognitive mechanisms supporting non-symbolic and symbolic order processing? Preliminary evidence suggests that non-symbolic and symbolic order processing are partly distinct constructs. The precise mechanisms supporting these skills, however, are still unclear. Moreover, predictive patterns may undergo dynamic developmental changes during the first years of formal schooling. This study investigates the contribution of theoretically relevant constructs (non-symbolic and symbolic magnitude comparison, counting and storage and manipulation components of verbal and visuo-spatial working memory) to performance and developmental change in non-symbolic and symbolic numerical order processing. We followed 157 children longitudinally from Grade 1 to 3. In the order judgement tasks, children decided whether or not triplets of dots or digits were arranged in numerically ascending order. Non-symbolic magnitude comparison and visuo-spatial manipulation were significant predictors of initial performance in both non-symbolic and symbolic ordering. In line with our expectations, counting skills contributed additional variance to the prediction of symbolic, but not of non-symbolic ordering. Developmental change in ordering performance from Grade 1 to 2 was predicted by symbolic comparison skills and visuo-spatial manipulation. None of the predictors explained variance in developmental change from Grade 2 to 3. Taken together, the present results provide robust evidence for a general involvement of pair-wise magnitude comparison and visuo-spatial manipulation in numerical ordering, irrespective of the number format. Importantly, counting-based mechanisms appear to be a unique predictor of symbolic ordering. We thus conclude that there is only a partial overlap of the cognitive mechanisms underlying non-symbolic and symbolic order processing.
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Affiliation(s)
- Sabrina Finke
- Institute of Psychology, University of Graz, Graz, Austria
- * E-mail:
| | - Chiara Banfi
- Institute of Psychology, University of Graz, Graz, Austria
- Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria
| | | | - Anna F. Steiner
- Institute of Psychology, University of Graz, Graz, Austria
- FH JOANNEUM, University of Applied Sciences, Graz, Austria
| | | | - Silke M. Göbel
- Department of Psychology, University of York, York, United Kingdom
- Department of Special Needs Education, University of Oslo, Oslo, Norway
| | - Karin Landerl
- Institute of Psychology, University of Graz, Graz, Austria
- BioTechMed-Graz, Graz, Austria
- Department of Cognitive Science, Macquarie University, Sydney, NSW, Australia
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13
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Muñez D, Orrantia J, Matilla L, Sanchez R. Numeral order and the operationalization of the numerical system. Q J Exp Psychol (Hove) 2021; 75:406-421. [PMID: 34433334 DOI: 10.1177/17470218211041953] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Recent years have witnessed an increase in research on how numeral ordering skills relate to children's and adults' mathematics achievement both cross-sectionally and longitudinally. Nonetheless, it remains unknown which core competency numeral ordering tasks measure, which cognitive mechanisms underlie performance on these tasks, and why numeral ordering skills relate to arithmetic and math achievement. In the current study, we focused on the processes underlying decision-making in the numeral order judgement task with triplets to investigate these questions. A drift-diffusion model for two-choice decisions was fit to data from 97 undergraduates. Findings aligned with the hypothesis that numeral ordering skills reflected the operationalization of the numerical system, where small numbers provide more evidence of an ordered response than large numbers. Furthermore, the pattern of findings suggested that arithmetic achievement was associated with the accuracy of the ordinal representations of numbers.
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Affiliation(s)
- David Muñez
- National Institute of Education, Nanyang Technological University, Singapore
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14
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Attout L, Leroy N, Majerus S. The Neural Representation of Ordinal Information: Domain-Specific or Domain-General? Cereb Cortex 2021; 32:1170-1183. [PMID: 34379736 DOI: 10.1093/cercor/bhab279] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 07/13/2021] [Accepted: 07/14/2021] [Indexed: 11/13/2022] Open
Abstract
Ordinal processing allows for the representation of the sequential relations between stimuli and is a fundamental aspect of different cognitive domains such as verbal working memory (WM), language and numerical cognition. Several studies suggest common ordinal coding mechanisms across these different domains but direct between-domain comparisons of ordinal coding are rare and have led to contradictory evidence. This fMRI study examined the commonality of ordinal representations across the WM, the number, and the letter domains by using a multivoxel pattern analysis approach and by focusing on triplet stimuli associated with robust ordinal distance effects. Neural patterns in fronto-parietal cortices distinguished ordinal distance in all domains. Critically, between-task predictions of ordinal distance in fronto-parietal cortices were robust between serial order WM, alphabetical order judgment but not when involving the numerical order judgment tasks. Moreover, frontal ROIs further supported between-task prediction of distance for the luminance judgment control task, the serial order WM, and the alphabetical tasks. These results suggest that common neural substrates characterize processing of ordinal information in WM and alphabetical but not numerical domains. This commonality, particularly in frontal cortices, may however reflect attentional control processes involved in judging ordinal distances rather than the intervention of domain-general ordinal codes.
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Affiliation(s)
- Lucie Attout
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, 4000 Liège, Belgium.,Fund for Scientific Research FNRS, 1000, Brussels, Belgium
| | - Nathan Leroy
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, 4000 Liège, Belgium.,Fund for Scientific Research FNRS, 1000, Brussels, Belgium
| | - Steve Majerus
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, 4000 Liège, Belgium.,Fund for Scientific Research FNRS, 1000, Brussels, Belgium
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15
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Wong B, Bull R, Ansari D, Watson DM, Liem GAD. Order processing of number symbols is influenced by direction, but not format. Q J Exp Psychol (Hove) 2021; 75:98-117. [PMID: 34092147 DOI: 10.1177/17470218211026800] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study probed the cognitive mechanisms that underlie order processing for number symbols, specifically the extent to which the direction and format in which number symbols are presented influence the processing of numerical order, as well as the extent to which the relationship between numerical order processing and mathematical achievement is specific to Arabic numerals or generalisable to other notational formats. Seventy adults who were bilingual in English and Chinese completed a Numerical Ordinality Task, using number sequences of various directional conditions (i.e., ascending, descending, mixed) and notational formats (i.e., Arabic numerals, English number words, and Chinese number words). Order processing was found to occur for ascending and descending number sequences (i.e., ordered but not non-ordered trials), with the overall pattern of data supporting the theoretical perspective that the strength and closeness of associations between items in the number sequence could underlie numerical order processing. However, order processing was found to be independent of the notational format in which the numerical stimuli were presented, suggesting that the psychological representations and processes associated with numerical order are abstract across different formats of number symbols. In addition, a relationship between the processing speed for numerical order judgements and mathematical achievement was observed for Arabic numerals and Chinese number words, and to a weaker extent, English number words. Together, our findings have started to uncover the cognitive mechanisms that could underlie order processing for different formats of number symbols, and raise new questions about the generalisability of these findings to other notational formats.
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Affiliation(s)
- Becky Wong
- Psychology and Child & Human Development Academic Group, National Institute of Education, Nanyang Technological University, Singapore
| | - Rebecca Bull
- Macquarie School of Education, Macquarie University, North Ryde, NSW, Australia
| | - Daniel Ansari
- Numerical Cognition Laboratory, Department of Psychology, University of Western Ontario, London, Ontario, Canada.,Office of Education Research, National Institute of Education, Nanyang Technological University, Singapore
| | - David M Watson
- Department of Psychology, University of York, York, UK.,School of Psychology, University of Nottingham, Nottingham, UK
| | - Gregory Arief D Liem
- Psychology and Child & Human Development Academic Group, National Institute of Education, Nanyang Technological University, Singapore
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16
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Gilmore C, Batchelor S. Verbal count sequence knowledge underpins numeral order processing in children. Acta Psychol (Amst) 2021; 216:103294. [PMID: 33838444 DOI: 10.1016/j.actpsy.2021.103294] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 02/24/2021] [Accepted: 03/02/2021] [Indexed: 10/21/2022] Open
Abstract
Recent research has suggested that numeral order processing - the speed and accuracy with which individuals can determine whether a set of digits is in numerical order or not - is related to arithmetic and mathematics outcomes. It has therefore been proposed that ordinal relations are a fundamental property of symbolic numeral representations. However, order information is also inherent in the verbal count sequence, and thus verbal count sequence knowledge may instead explain the relationship between performance on numeral order tasks and arithmetic. We explored this question with 62 children aged 6- to 8-years-old. We found that performance on a verbal count sequence knowledge task explained the relationship between numeral order processing and arithmetic. Moreover many children appeared to explicitly base their judgments of numerical order on count sequence information. This suggests that insufficient attention may have been paid to verbal number knowledge in understanding the sources of information that give meaning to numbers.
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17
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Vos H, Gevers W, Reynvoet B, Xenidou-Dervou I. Ordinality: The importance of its trial list composition and examining its relation with adults' arithmetic and mathematical reasoning. Q J Exp Psychol (Hove) 2021; 74:1935-1952. [PMID: 33899600 PMCID: PMC8450998 DOI: 10.1177/17470218211016794] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Understanding whether a sequence is presented in an order or not (i.e., ordinality) is a robust predictor of adults’ arithmetic performance, but the mechanisms underlying this skill and its relationship with mathematics remain unclear. In this study, we examined (a) the cognitive strategies involved in ordinality inferred from behavioural effects observed in different types of sequences and (b) whether ordinality is also related to mathematical reasoning besides arithmetic. In Experiment 1, participants performed an arithmetic, a mathematical reasoning test, and an order task, which had balanced trials on the basis of order, direction, regularity, and distance. We observed standard distance effects (DEs) for ordered and non-ordered sequences, which suggest reliance on magnitude comparison strategies. This contradicts past studies that reported reversed distance effects (RDEs) for some types of sequences, which suggest reliance on retrieval strategies. Also, we found that ordinality predicted arithmetic but not mathematical reasoning when controlling for fluid intelligence. In Experiment 2, we investigated whether the aforementioned absence of RDEs was because of our trial list composition. Participants performed two order tasks: in both tasks, no RDE was found demonstrating the fragility of the RDE. In addition, results showed that the strategies used when processing ordinality were modulated by the trial list composition and presentation order of the tasks. Altogether, these findings reveal that ordinality is strongly related to arithmetic and that the strategies used when processing ordinality are highly dependent on the context in which the task is presented.
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Affiliation(s)
- Helene Vos
- Department of Education and Pedagogy, Utrecht University, Utrecht, The Netherlands.,Research Unit Brain & Cognition, KU Leuven, Leuven, Belgium
| | - Wim Gevers
- Centre for Research in Cognition and Neurosciences (CRCN), ULB Neurosciences Institute (UNI), Université Libre de Bruxelles, Brussels, Belgium
| | - Bert Reynvoet
- Research Unit Brain & Cognition, KU Leuven, Leuven, Belgium.,Faculty of Psychology and Educational Sciences, KU Leuven, Kortrijk, Belgium
| | - Iro Xenidou-Dervou
- Centre for Mathematical Cognition, Mathematics Education Centre, Loughborough University, Loughborough, UK
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18
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Colomé À, Núñez-Peña MI. Processing of Ordinal Information in Math-Anxious Individuals. Front Psychol 2021; 12:566614. [PMID: 33967874 PMCID: PMC8096927 DOI: 10.3389/fpsyg.2021.566614] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 03/24/2021] [Indexed: 11/13/2022] Open
Abstract
This study aimed to investigate whether the ordinal judgments of high math-anxious (HMA) and low math-anxious (LMA) individuals differ. Two groups of 20 participants with extreme scores on the Shortened Mathematics Anxiety Rating Scale (sMARS) had to decide whether a triplet of numbers was presented in ascending order. Triplets could contain one-digit or two-digit numbers and be formed by consecutive numbers (counting condition), numbers with a constant distance of two or three (balanced) or numbers with variable distances between them (neutral). All these triplets were also presented unordered: sequence order in these trials could be broken at the second (D2) or third (D3) number. A reverse distance effect (worse performance for ordered balanced than for counting trials) of equal size was found in both anxiety groups. However, HMA participants made more judgment errors than their LMA peers when they judged one-digit counting ordered triplets. This effect was related to worse performance of HMA individuals on a symmetry span test and might be related to group differences on working memory. Importantly, HMAs were less accurate than LMA participants at rejecting unordered D2 sequences. This result is interpreted in terms of worse cognitive flexibility in HMA individuals.
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Affiliation(s)
- Àngels Colomé
- Section of Cognitive Processes, Department of Cognition, Development and Educational Psychology, Faculty of Psychology, University of Barcelona, Barcelona, Spain.,Institute of Neurosciences, University of Barcelona, Barcelona, Spain
| | - Maria Isabel Núñez-Peña
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain.,Section of Quantitative Psychology, Department of Social Psychology and Quantitative Psychology, Faculty of Psychology, University of Barcelona, Barcelona, Spain.,Institut de Recerca Sant Joan de Déu, Barcelona, Spain
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19
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Morsanyi K, van Bers BM, O'Connor PA, McCormack T. The role of numerical and non-numerical ordering abilities in mathematics and reading in middle childhood. CONTEMPORARY EDUCATIONAL PSYCHOLOGY 2020. [DOI: 10.1016/j.cedpsych.2020.101895] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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20
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Schild U, Bauch A, Nuerk HC. A Finger-Based Numerical Training Failed to Improve Arithmetic Skills in Kindergarten Children Beyond Effects of an Active Non-numerical Control Training. Front Psychol 2020; 11:529. [PMID: 32265812 PMCID: PMC7105809 DOI: 10.3389/fpsyg.2020.00529] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 03/05/2020] [Indexed: 02/05/2023] Open
Abstract
It is widely accepted that finger and number representations are associated: many correlations (including longitudinal ones) between finger gnosis/counting and numerical/arithmetical abilities have been reported. However, such correlations do not necessarily imply causal influence of early finger-number training; even in longitudinal designs, mediating variables may be underlying such correlations. Therefore, we investigated whether there may be a causal relation by means of an extensive experimental intervention in which the impact of finger-number training on initial arithmetic skills was tested in kindergarteners to see whether they benefit from the intervention even before they start formal schooling. The experimental group received 50 training sessions altogether for 10 weeks on a daily basis. A control group received phonology training of a similar duration and intensity. All children improved in the arithmetic tasks. To our surprise and contrary to most accounts in the literature, the improvement shown by the experimental training group was not superior to that of the active control group. We discuss conceptual and methodological reasons why the finger-number training employed in this study did not increase the initial arithmetic skills beyond the unspecific effects of the control intervention.
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Affiliation(s)
- Ulrike Schild
- Department of Psychology, University of Tübingen, Tübingen, Germany
| | - Anne Bauch
- Department of Psychology, University of Tübingen, Tübingen, Germany
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21
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Numerals do not need numerosities: robust evidence for distinct numerical representations for symbolic and non-symbolic numbers. PSYCHOLOGICAL RESEARCH 2020; 85:764-776. [DOI: 10.1007/s00426-019-01286-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 12/30/2019] [Indexed: 10/25/2022]
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22
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Goffin C, Vogel SE, Slipenkyj M, Ansari D. A comes before B, like 1 comes before 2. Is the parietal cortex sensitive to ordinal relationships in both numbers and letters? An fMRI-adaptation study. Hum Brain Mapp 2019; 41:1591-1610. [PMID: 31854024 PMCID: PMC7268023 DOI: 10.1002/hbm.24897] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 11/13/2019] [Accepted: 12/03/2019] [Indexed: 12/02/2022] Open
Abstract
How are number symbols (e.g., Arabic digits) represented in the brain? Functional resonance imaging adaptation (fMRI‐A) research has indicated that the intraparietal sulcus (IPS) exhibits a decrease in activation with the repeated presentation of the same number, that is followed by a rebound effect with the presentation of a new number. This rebound effect is modulated by the numerical ratio or difference between presented numbers. It has been suggested that this ratio‐dependent rebound effect is reflective of a link between the symbolic numerical representation system and an approximate magnitude system. Experiment 1 used fMRI‐A to investigate an alternative hypothesis: that the rebound effect observed in the IPS is related to the ordinal relationships between symbols (e.g., 3 comes before 4; C after B). In Experiment 1, adult participants exhibited the predicted distance‐dependent parametric rebound effect bilaterally in the IPS for number symbols during a number adaptation task, however, the same effect was not found anywhere in the brain in response to letters. When numbers were contrasted with letters (numbers > letters), the left intraparietal lobule remained significant. Experiment 2 demonstrated that letter stimuli used in Experiment 1 generated a behavioral distance effect during an active ordinality task, despite the lack of a neural distance effect using fMRI‐A. The current study does not support the hypothesis that general ordinal mechanisms underpin the neural parametric recovery effect in the IPS in response to number symbols. Additional research is needed to further our understanding of mechanisms underlying symbolic numerical representation in the brain.
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Affiliation(s)
- Celia Goffin
- Numerical Cognition Laboratory, Department of Psychology and Brain and Mind Institute, The University of Western Ontario, London, Ontario, Canada
| | - Stephan E Vogel
- Educational Neuroscience, Institute of Psychology, University of Graz, Graz, Austria
| | - Michael Slipenkyj
- Numerical Cognition Laboratory, Department of Psychology and Brain and Mind Institute, The University of Western Ontario, London, Ontario, Canada
| | - Daniel Ansari
- Numerical Cognition Laboratory, Department of Psychology and Brain and Mind Institute, The University of Western Ontario, London, Ontario, Canada
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23
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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: 2.6] [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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24
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Does 1 + 1 = 2nd? The relations between children's understanding of ordinal position and their arithmetic performance. J Exp Child Psychol 2019; 187:104651. [PMID: 31352227 DOI: 10.1016/j.jecp.2019.06.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 06/02/2019] [Accepted: 06/07/2019] [Indexed: 11/19/2022]
Abstract
The current study examined the relations between 5- and 6-year-olds' understanding of ordinality and their mathematical competence. We focused specifically on "positional operations," a property of ordinality not contingent on magnitude, in an effort to better understand the unique contributions of position-based ordinality to math development. Our findings revealed that two types of positional operations-the ability to execute representational movement along letter sequences and the ability to update ordinal positions after item insertion or removal-predicted children's arithmetic performance. Nevertheless, these positional operations did not mediate the relation between magnitude processing (as measured by the acuity of the approximate number system) and arithmetic performance. Taken together, these findings suggest a unique role for positional ordinality in math development. We suggest that positional ordinality may aid children in their mental organization of number symbols, which may facilitate solving arithmetic computations and may support the development of novel numerical concepts.
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25
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Orrantia J, Muñez D, Matilla L, Sanchez R, San Romualdo S, Verschaffel L. Disentangling the Mechanisms of Symbolic Number Processing in Adults' Mathematics and Arithmetic Achievement. Cogn Sci 2019; 43. [PMID: 30648799 DOI: 10.1111/cogs.12711] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 12/28/2018] [Accepted: 12/12/2018] [Indexed: 11/27/2022]
Abstract
A growing body of research has shown that symbolic number processing relates to individual differences in mathematics. However, it remains unclear which mechanisms of symbolic number processing are crucial-accessing underlying magnitude representation of symbols (i.e., symbol-magnitude associations), processing relative order of symbols (i.e., symbol-symbol associations), or processing of symbols per se. To address this question, in this study adult participants performed a dots-number word matching task-thought to be a measure of symbol-magnitude associations (numerical magnitude processing)-a numeral-ordering task that focuses on symbol-symbol associations (numerical order processing), and a digit-number word matching task targeting symbolic processing per se. Results showed that both numerical magnitude and order processing were uniquely related to arithmetic achievement, beyond the effects of domain-general factors (intellectual ability, working memory, inhibitory control, and non-numerical ordering). Importantly, results were different when a general measure of mathematics achievement was considered. Those mechanisms of symbolic number processing did not contribute to math achievement. Furthermore, a path analysis revealed that numerical magnitude and order processing might draw on a common mechanism. Each process explained a portion of the relation of the other with arithmetic (but not with a general measure of math achievement). These findings are consistent with the notion that adults' arithmetic skills build upon symbol-magnitude associations, and they highlight the effects that different math measures have in the study of numerical cognition.
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Affiliation(s)
- Josetxu Orrantia
- Department of Developmental and Educational Psychology, Faculty of Education, University of Salamanca
| | - David Muñez
- Center for Research in Child Development, National Institute of Education, Nanyang Technological University
| | - Laura Matilla
- Department of Developmental and Educational Psychology, Faculty of Education, University of Salamanca
| | - Rosario Sanchez
- Department of Developmental and Educational Psychology, Faculty of Education, University of Salamanca
| | - Sara San Romualdo
- Department of Developmental and Educational Psychology, Faculty of Education, University of Salamanca
| | - Lieven Verschaffel
- Center for Instructional Psychology & Technology, Faculty of Psychology and Educational Sciences, K.U. Leuven
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26
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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: 1.2] [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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27
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Morsanyi K, van Bers BM, O’Connor PA, McCormack T. Developmental Dyscalculia is Characterized by Order Processing Deficits: Evidence from Numerical and Non-Numerical Ordering Tasks. Dev Neuropsychol 2018; 43:595-621. [DOI: 10.1080/87565641.2018.1502294] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Kinga Morsanyi
- School of Psychology, Queen’s University Belfast, Belfast, Northern Ireland
| | - Bianca M.C.W. van Bers
- School of Psychology, Queen’s University Belfast, Belfast, Northern Ireland
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | | | - Teresa McCormack
- School of Psychology, Queen’s University Belfast, Belfast, Northern Ireland
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28
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Sasanguie D, Vos H. About why there is a shift from cardinal to ordinal processing in the association with arithmetic between first and second grade. Dev Sci 2018; 21:e12653. [PMID: 29417697 DOI: 10.1111/desc.12653] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 12/12/2017] [Indexed: 11/29/2022]
Abstract
Digit comparison is strongly related to individual differences in children's arithmetic ability. Why this is the case, however, remains unclear to date. Therefore, we investigated the relative contribution of three possible cognitive mechanisms in first and second graders' digit comparison performance: digit identification, digit-number word matching and digit ordering ability. Furthermore, we examined whether these components could account for the well-established relation between digit comparison performance and arithmetic. As expected, all candidate predictors were related to digit comparison in both age groups. Moreover, in first graders, digit ordering and in second graders both digit identification and digit ordering explained unique variance in digit comparison performance. However, when entering these unique predictors of digit comparison into a mediation model with digit comparison as predictor and arithmetic as outcome, we observed that whereas in second graders digit ordering was a full mediator, in first graders this was not the case. For them, the reverse was true and digit comparison fully mediated the relation between digit ordering and arithmetic. These results suggest that between first and second grade, there is a shift in the predictive value for arithmetic from cardinal processing and procedural knowledge to ordinal processing and retrieving declarative knowledge from memory; a process which is possibly due to a change in arithmetic strategies at that age. A video abstract of this article can be viewed at: https://youtu.be/dDB0IGi2Hf8.
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Affiliation(s)
- Delphine Sasanguie
- Research Unit Brain & Cognition, KU Leuven, Leuven, Belgium.,Faculty of Psychology and Educational Sciences, Kulak, Kortrijk, Belgium
| | - Helene Vos
- Research Unit Brain & Cognition, KU Leuven, Leuven, Belgium
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29
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O'Connor PA, Morsanyi K, McCormack T. Young children's non-numerical ordering ability at the start of formal education longitudinally predicts their symbolic number skills and academic achievement in maths. Dev Sci 2018; 21:e12645. [DOI: 10.1111/desc.12645] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 10/19/2017] [Indexed: 11/30/2022]
Affiliation(s)
| | - Kinga Morsanyi
- School of Psychology; Queen's University Belfast; Belfast UK
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