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Ebert KD, Pham GT, Levi S, Eisenreich B. Measuring children's sustained selective attention and working memory: validity of new minimally linguistic tasks. Behav Res Methods 2024; 56:709-722. [PMID: 36800109 PMCID: PMC10432573 DOI: 10.3758/s13428-023-02078-5] [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] [Accepted: 01/26/2023] [Indexed: 02/18/2023]
Abstract
This study introduces visual tasks using nonlinguistic stimuli that measure sustained selective attention (SSA) and working memory (WM), two constructs foundational to learning and associated with developmental disorders in children. Using an argument-based approach to validation, we examine whether each task (a) measures distinct constructs, (b) shows internal consistency, (c) captures a range of performance, and (d) relates to development as indexed by age. Participants included 71 children, ages 4-10, of whom 12 had parental concern for language/learning. The SSA task presented spatial locations within a long and uninteresting task, following the continuous performance task paradigm. The WM task presented paired location sequences of increasing length, incorporating key elements of the n-back and complex span paradigms. Controlling for age, tasks were found to be minimally associated with each other (r = .26), suggesting related but distinct constructs. Internal consistency was high, with split-half reliability of .94 (SSA) and .92 (WM); the stability of these estimates was supported by bootstrapping simulations. Task performance was evenly distributed, with minimal floor or ceiling effects within this age range. Performance was positively related to age (SSA r = .49; WM r = .53). Exploratory correlations with a measure of parental concern were significant for SSA but not WM. The results show that these new tasks can be used to measure children's SSA and WM in a visual domain with minimal linguistic influence. These tasks capture developmental changes in the early school years. Further investigation can examine their utility for classifying children with developmental disorders.
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Affiliation(s)
- Kerry Danahy Ebert
- Department of Speech-Language-Hearing Sciences, University of Minnesota Twin-Cities, 115 Shevlin Hall, 164 Pillsbury Dr. SE, Minneapolis, MN, 55455, USA.
| | - Giang T Pham
- School of Speech, Language, and Hearing Sciences, San Diego State University, San Diego, CA, USA
| | - Sophie Levi
- School of Speech, Language, and Hearing Sciences, San Diego State University, San Diego, CA, USA
- Joint Doctoral Program in Language and Communicative Disorders, San Diego State University and University of California San Diego, San Diego, CA, USA
| | - Benjamin Eisenreich
- Department of Speech-Language-Hearing Sciences, University of Minnesota Twin-Cities, 115 Shevlin Hall, 164 Pillsbury Dr. SE, Minneapolis, MN, 55455, USA
- Center for Applied & Translational Sensory Science, University of Minnesota-Twin Cities, Minneapolis, MN, USA
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Ikeda Y, Kita Y, Oi Y, Okuzumi H, Lanfranchi S, Pulina F, Mammarella IC, Allen K, Giofrè D. The Structure of Working Memory and Its Relationship with Intelligence in Japanese Children. J Intell 2023; 11:167. [PMID: 37623550 PMCID: PMC10455765 DOI: 10.3390/jintelligence11080167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 07/26/2023] [Accepted: 08/14/2023] [Indexed: 08/26/2023] Open
Abstract
There is a host of research on the structure of working memory (WM) and its relationship with intelligence in adults, but only a few studies have involved children. In this paper, several different WM models were tested on 170 Japanese school children (from 7 years and 5 months to 11 years and 6 months). Results showed that a model distinguishing between modalities (i.e., verbal and spatial WM) fitted the data well and was therefore selected. Notably, a bi-factor model distinguishing between modalities, but also including a common WM factor, presented with a very good fit, but was less parsimonious. Subsequently, we tested the predictive power of the verbal and spatial WM factors on fluid and crystallized intelligence. Results indicated that the shared contribution of WM explained the largest portion of variance of fluid intelligence, with verbal and spatial WM independently explaining a residual portion of the variance. Concerning crystallized intelligence, however, verbal WM explained the largest portion of the variance, with the joint contribution of verbal and spatial WM explaining the residual part. The distinction between verbal and spatial WM could be important in clinical settings (e.g., children with atypical development might struggle selectively on some WM components) and in school settings (e.g., verbal and spatial WM might be differently implicated in mathematical achievement).
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Affiliation(s)
- Yoshifumi Ikeda
- Department of Special Needs Education, Joetsu University of Education, Niigata 943-8512, Japan;
| | - Yosuke Kita
- Department of Psychology, Faculty of Letters, Keio University, Tokyo 108-8345, Japan
- Cognitive Brain Research Unit (CBRU), Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
| | - Yuhei Oi
- Faculty of Liberal Arts and Sciences, Chukyo University, Aichi 470-0393, Japan
| | - Hideyuki Okuzumi
- Faculty of Education, Tokyo Gakugei University, Tokyo 184-8501, Japan
| | - Silvia Lanfranchi
- Department of Developmental and Social Psychology, University of Padua, 35131 Padova, Italy
| | - Francesca Pulina
- Department of Developmental and Social Psychology, University of Padua, 35131 Padova, Italy
| | | | - Katie Allen
- School of Education, University of Durham, Durham DH1 3LE, UK
| | - David Giofrè
- DISFOR, University of Genoa, 16121 Genova, Italy
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Lin P, Zhou X, Zang S, Zhu Y, Zhang L, Bai Y, Wang H. Early neural markers for individual difference in mathematical achievement determined from rational number processing. Neuropsychologia 2023; 181:108493. [PMID: 36707024 DOI: 10.1016/j.neuropsychologia.2023.108493] [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: 08/19/2022] [Revised: 01/19/2023] [Accepted: 01/23/2023] [Indexed: 01/26/2023]
Abstract
The neural markers for individual differences in mathematical achievement have been studied extensively using magnetic resonance imaging; however, high temporal resolution electrophysiological evidence for individual differences in mathematical achievement require further elucidation. This study evaluated the event-related potential (ERP) when 48 college students with high or low mathematical achievement (HA vs. LA) matched non-symbolic and symbolic rational numbers. Behavioral results indicated that HA students had better performance in the discretized non-symbolic matching, although the two groups showed similar performances in the continuous matching. ERP data revealed that even before non-symbolic stimulus presentation, HA students had greater Bereitschaftspotential (BP) amplitudes over posterior central electrodes. After the presentation of non-symbolic numbers, HA students had larger N1 amplitudes at 160 ms post-stimulus, over left-lateralized parieto-occipital electrodes. After the presentation of symbolic numbers, HA students displayed more profound P1 amplitudes at 100 ms post-stimulus, over left parietal electrodes. Furthermore, larger BP and N1 amplitudes were associated with the shorter reaction times, and larger P1 amplitudes corresponded to lower error rates. The BP effect could indicate preparation processing, and early left-lateralized N1 and P1 effects could reflect the non-symbolic and symbolic number processing along the dorsal neural pathways. These results suggest that the left-lateralized P1 and N1 components elicited by matching non-symbolic and symbolic rational numbers can be considered as neurocognitive markers for individual differences in mathematical achievement.
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Affiliation(s)
- Pingting Lin
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, PR China; Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096, Jiangsu, PR China; Research Center for Learning Science, Southeast University, Nanjing, 210096, Jiangsu, PR China
| | - Xinlin Zhou
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, 100875, PR China
| | - Shiyi Zang
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, PR China; Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096, Jiangsu, PR China; Research Center for Learning Science, Southeast University, Nanjing, 210096, Jiangsu, PR China
| | - Yanmei Zhu
- School for Early-Childhood Education, Nanjing Xiaozhuang University, Nanjing, 211171, Jiangsu, PR China
| | - Li Zhang
- School for Early-Childhood Education, Nanjing Xiaozhuang University, Nanjing, 211171, Jiangsu, PR China
| | - Yi Bai
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, PR China; Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096, Jiangsu, PR China; Research Center for Learning Science, Southeast University, Nanjing, 210096, Jiangsu, PR China
| | - Haixian Wang
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, PR China; Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096, Jiangsu, PR China; Research Center for Learning Science, Southeast University, Nanjing, 210096, Jiangsu, PR China.
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Varga V, Tóth D, Csépe V. Lexical Competition Without Phonology: Masked Orthographic Neighbor Priming With Deaf Readers. JOURNAL OF DEAF STUDIES AND DEAF EDUCATION 2022; 27:151-165. [PMID: 34877600 DOI: 10.1093/deafed/enab040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 10/28/2021] [Accepted: 11/02/2021] [Indexed: 06/13/2023]
Abstract
Skilled reading is thought to rely on well-specified lexical representations that compete during visual word recognition. The establishment of these lexical representations is assumed to be driven by phonology. To test the role of phonology, we examined the prime lexicality effect (PLE), the index of lexical competition in signing deaf (N = 28) and hearing (N = 28) adult readers of Hungarian matched in age and education. We found no PLE for deaf readers even when reading skills were controlled for. Surprisingly, the hearing controls also showed reduced PLE; however, the effect was modulated by reading skill. More skilled hearing readers showed PLE, while more skilled deaf readers did not. These results suggest that phonology contributes to lexical competition; however, high-quality lexical representations are not necessarily built through phonology in deaf readers.
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Affiliation(s)
- Vera Varga
- Brain Imaging Centre, Research Centre for Natural Sciences, Budapest, Hungary
- Department of Cognitive Science, Budapest University of Technology and Economics, Budapest, Hungary
| | - Dénes Tóth
- Brain Imaging Centre, Research Centre for Natural Sciences, Budapest, Hungary
| | - Valéria Csépe
- Brain Imaging Centre, Research Centre for Natural Sciences, Budapest, Hungary
- Institute for Hungarian and Applied Linguistics, University of Pannonia, Veszprém, Hungary
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Gordon R, Smith-Spark JH, Newton EJ, Henry LA. Children's Verbal, Visual and Spatial Processing and Storage Abilities: An Analysis of Verbal Comprehension, Reading, Counting and Mathematics. Front Psychol 2021; 12:732182. [PMID: 34925140 PMCID: PMC8678418 DOI: 10.3389/fpsyg.2021.732182] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 11/10/2021] [Indexed: 12/01/2022] Open
Abstract
The importance of working memory (WM) in reading and mathematics performance has been widely studied, with recent research examining the components of WM (i.e., storage and processing) and their roles in these educational outcomes. However, the differing relationships between these abilities and the foundational skills involved in the development of reading and mathematics have received less attention. Additionally, the separation of verbal, visual and spatial storage and processing and subsequent links with foundational skills and downstream reading and mathematics has not been widely examined. The current study investigated the separate contributions of processing and storage from verbal, visual and spatial tasks to reading and mathematics, whilst considering influences on the underlying skills of verbal comprehension and counting, respectively. Ninety-two children aged 7- to 8-years were assessed. It was found that verbal comprehension (with some caveats) was predicted by verbal storage and reading was predicted by verbal and spatial storage. Counting was predicted by visual processing and storage, whilst mathematics was related to verbal and spatial storage. We argue that resources for tasks relying on external representations of stimuli related mainly to storage, and were largely verbal and spatial in nature. When a task required internal representation, there was a draw on visual processing and storage abilities. Findings suggest a possible meaningful separability of types of processing. Further investigation of this could lead to the development of an enhanced WM model, which might better inform interventions and reasonable adjustments for children who struggle with reading and mathematics due to WM deficits.
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Affiliation(s)
- Rebecca Gordon
- Department of Psychology and Human Development, UCL Institute of Education, University College London, London, United Kingdom
| | | | - Elizabeth J. Newton
- Division of Psychology, London South Bank University, London, United Kingdom
| | - Lucy A. Henry
- Division of Language and Communication Science, City University of London, London, United Kingdom
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Farah R, Ionta S, Horowitz-Kraus T. Neuro-Behavioral Correlates of Executive Dysfunctions in Dyslexia Over Development From Childhood to Adulthood. Front Psychol 2021; 12:708863. [PMID: 34497563 PMCID: PMC8419422 DOI: 10.3389/fpsyg.2021.708863] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 07/08/2021] [Indexed: 01/18/2023] Open
Abstract
Dyslexia is a neurobiological learning disability in the reading domain that has symptoms in early childhood and persists throughout life. Individuals with dyslexia experience difficulties in academia and cognitive and emotional challenges that can affect wellbeing. Early intervention is critical to minimize the long-term difficulties of these individuals. However, the behavioral and neural correlates which predict dyslexia are challenging to depict before reading is acquired. One of the precursors for language and reading acquisition is executive functions (EF). The present review aims to highlight the current atypicality found in individuals with dyslexia in the domain of EF using behavioral measures, brain mapping, functional connectivity, and diffusion tensor imaging along development. Individuals with dyslexia show EF abnormalities in both behavioral and neurobiological domains, starting in early childhood that persist into adulthood. EF impairment precedes reading disability, therefore adding an EF assessment to the neuropsychological testing is recommended for early intervention. EF training should also be considered for the most comprehensive outcomes.
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Affiliation(s)
- Rola Farah
- Educational Neuroimaging Center, Faculty of Education in Science and Technology, Technion, Haifa, Israel
- Reading and Literacy Discovery Center and the Pediatric Neuroimaging Research Center, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Silvio Ionta
- Sensory-Motor Lab (SeMoLa), Department of Ophthalmology, University of Lausanne, Lausanne, Switzerland
- Jules Gonin Eye Hospital-Fondation Asile des Aveugles, Lausanne, Switzerland
| | - Tzipi Horowitz-Kraus
- Educational Neuroimaging Center, Faculty of Education in Science and Technology, Technion, Haifa, Israel
- Reading and Literacy Discovery Center and the Pediatric Neuroimaging Research Center, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
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Gordon R, Santana De Morais D, Whitelock E, Mukarram A. Mapping components of verbal and visuospatial working memory to mathematical topics in seven- to fifteen-year-olds. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2021; 92:1-18. [PMID: 34223640 DOI: 10.1111/bjep.12440] [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: 01/22/2021] [Revised: 06/09/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Developmental research provides considerable evidence of a strong relationship between verbal and visuospatial working memory (WM) and mathematics ability across age groups. However, little is known about how components of WM (i.e., short-term storage, processing speed, the central executive) might relate to mathematics sub-categories and how these change as children develop. AIMS This study aimed to identify developmental changes in relationships between components of verbal and visuospatial WM and specific mathematics abilities. SAMPLE Children (n = 117) were recruited from four UK schools across three age groups (7-8 years; 9-10 years; and 14-15 years). METHODS Children's verbal and visuospatial short-term storage, processing speed, and central executive abilities were assessed. Age-based changes in the contributions from these abilities to performance on mathematics sub-categories were examined. RESULTS When WM was examined both as an amalgamation of its component parts, and individually, relationships with mathematics were more evident in younger children compared to the middle and older age groups. However, when unique variance was examined for each WM predictor (controlling for the other components), many of those relationships disappeared. Relationships with processing speed and the central executive were found to be more evident in the older age groups. CONCLUSIONS The WM-mathematics relationship changes dependent on age and mathematical sub-component. Overlap in individual WM abilities in younger children, compared to reliance on the central executive and processing speed in older children, suggests a set of fluid resources important in mathematics learning in younger children but separating out as children grow older.
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Affiliation(s)
- Rebecca Gordon
- UCL Institute of Education, University College London, UK
| | | | | | - Arzoo Mukarram
- UCL Institute of Education, University College London, UK
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Coulanges L, Abreu-Mendoza RA, Varma S, Uncapher MR, Gazzaley A, Anguera J, Rosenberg-Lee M. Linking inhibitory control to math achievement via comparison of conflicting decimal numbers. Cognition 2021; 214:104767. [PMID: 34120094 DOI: 10.1016/j.cognition.2021.104767] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 04/30/2021] [Accepted: 05/05/2021] [Indexed: 10/21/2022]
Abstract
The relationship between executive functions (EF) and academic achievement is well-established, but leveraging this insight to improve educational outcomes remains elusive. Here, we propose a framework for relating the role of specific EF on specific precursor skills that support later academic learning. Starting from the premise that executive functions contribute to general math skills both directly - supporting the execution of problem solving strategies - and indirectly - supporting the acquisition of precursor mathematical content, we hypothesize that the contribution of domain-general EF capacities to precursor skills that support later learning can help explain relations between EF and overall math skills. We test this hypothesis by examining whether the contribution of inhibitory control on general math knowledge can be explained by inhibition's contribution to processing rational number pairs that conflict with individual's prior whole number knowledge. In 97 college students (79 female, age = 20.58 years), we collected three measures of EF: working memory (backwards spatial span), inhibition (color-word Stroop) and cognitive flexibility (task switching), and timed and untimed standardized measures of math achievement. Our target precursor skill was a decimals comparison task where correct responses were inconsistent with prior whole number knowledge (e.g., 0.27 vs. 0.9). Participants performed worse on these trials relative to the consistent decimals pairs (e.g., 0.2 vs. 0.87). Individual differences in the Stroop task predicted performance on inconsistent decimal comparisons, which in turn predicted general math achievement. With respect to relating inhibitory control to math achievement, Stroop performance was an independent predictor of achievement after accounting for age, working memory and cognitive flexibility, but decimal performance mediated this relationship. Finally, we found inconsistent decimals performance mediated the relationship of inhibition with rational number performance, but not other advanced mathematical concepts. These results pinpoint the specific contribution of inhibitory control to rational number understanding, and more broadly are consistent with the hypothesis that acquisition of foundational mathematical content can explain the relationships between executive functions and academic outcomes, making them promising targets for intervention.
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Affiliation(s)
| | | | - Sashank Varma
- School of Interactive Computing and School of Psychology, Georgia Tech, USA
| | - Melina R Uncapher
- Neuroscape, Department of Neurology, Weill Institute for the Neurosciences, University of California, San Francisco, USA
| | - Adam Gazzaley
- Neuroscape, Department of Neurology, Weill Institute for the Neurosciences, University of California, San Francisco, USA
| | - Joaquin Anguera
- Neuroscape, Department of Neurology, Weill Institute for the Neurosciences, University of California, San Francisco, USA
| | - Miriam Rosenberg-Lee
- Department of Psychology, Rutgers University, Newark, USA; Behavioral Neural Sciences Graduate Program, Rutgers University, Newark, USA.
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Ranzato E, Tolmie A, Van Herwegen J. Perceptual subitizing and conceptual subitizing in Williams syndrome and Down syndrome: Insights from eye movements. RESEARCH IN DEVELOPMENTAL DISABILITIES 2020; 106:103746. [PMID: 32829255 DOI: 10.1016/j.ridd.2020.103746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 07/16/2020] [Accepted: 07/17/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND AND AIMS Mathematical difficulties in individuals with Williams Syndrome (WS) and in individuals with Down Syndrome (DS) are well-established. Perceptual subitizing and conceptual subitizing are domain-specific precursors of mathematical achievement in typically developing (TD) population. This study employed, for the first time, eye-tracking methodology to investigate subitizing abilities in WS and DS. METHODS AND PROCEDURES Twenty-five participants with WS and 24 participants with DS were compared to a younger group of TD children (n = 25) matched for mental age. Participants were asked to enumerate one to six dots arranged either in a dice or a random pattern. OUTCOMES AND RESULTS Accuracy rates and analyses of reaction time showed no significant differences between the clinical groups (WS and DS) and the control group, suggesting that all participants used the same processes to perform the enumeration task in the different experimental conditions. Analyses of the eye movements showed that both individuals with WS and individuals with DS were using inefficient scanning strategies when counting. Moreover, analyses of the eye movements showed significantly shorter fixation duration in participants with DS compared to the control group in all the experimental conditions. CONCLUSIONS AND IMPLICATIONS The current study provides evidence that individuals with WS and individuals with DS perform both perceptual subitizing and conceptual subitizing. Moreover, our results suggest a fixation instability in DS group that does not affect their performance when subitizing but might explain their low accuracy rates when counting. Findings are discussed in relation to previous studies and the impact for intervention programmes to improve counting and symbolic mathematical abilities in these populations.
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Affiliation(s)
- Erica Ranzato
- Department of Psychology and Human Development, UCL Institute of Education, 20 Bedford Way, Bloomsbury, London, UK.
| | - Andrew Tolmie
- Department of Psychology and Human Development, UCL Institute of Education, 20 Bedford Way, Bloomsbury, London, UK
| | - Jo Van Herwegen
- Department of Psychology and Human Development, UCL Institute of Education, 20 Bedford Way, Bloomsbury, London, UK
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