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Lindström-Sandahl H, Samuelsson J, Danielsson H, Samuelsson S, Elwér Å. A randomized controlled study of a second grade numeracy intervention with Swedish students at-risk of mathematics difficulties. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2024; 94:1052-1071. [PMID: 39513547 DOI: 10.1111/bjep.12705] [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: 06/30/2023] [Revised: 06/05/2024] [Accepted: 06/08/2024] [Indexed: 11/15/2024]
Abstract
BACKGROUND Early numeracy interventions including basic arithmetic are crucial for young students at risk for early mathematics difficulties (MDs), yet few studies have evaluated numeracy interventions in second grade with a randomized controlled design. AIM This pre- and post-test randomized controlled study evaluated the effects of an intensive 9-week numeracy and arithmetic programme for second-grade students at risk for early MDs. The focus of the programme was students' foundational understanding of numbers and mathematical concepts and procedural fluency with arithmetic tasks. SAMPLE A total of 753 first-grade students from 21 schools in Sweden were screened for low achievement in number knowledge and arithmetic. METHODS Students considered at risk for MDs (≤25 percentile on two consecutive first-grade mathematics screenings) were individually randomized to an intervention group (n = 32) or control group (n = 30) at the beginning of second grade (7-8 years old). Trained teachers administered the one-to-one, explicit programme to intervention group students in elementary school settings. The intervention group received numeracy instruction emphasizing foundational mathematics concepts and procedures. Controls received teaching as usual with potential special education support provided by their schools. RESULTS The intervention group demonstrated significantly greater improvements in conceptual knowledge, arithmetic calculations and problem-solving compared to the control group, with medium size effects observed. CONCLUSIONS A supplemental and intensive programme, with explicit instruction emphasizing numeracy, substantially improved knowledge and skills essential for arithmetic learning. Instruction in conceptual number knowledge and procedures also shows a significant impact on basic arithmetic problem-solving.
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Affiliation(s)
| | - Joakim Samuelsson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Henrik Danielsson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Stefan Samuelsson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Åsa Elwér
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
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Bakker M, Torbeyns J, Verschaffel L, De Smedt B. Cognitive characteristics of children with high mathematics achievement before they start formal schooling. Child Dev 2024; 95:2062-2081. [PMID: 39073393 DOI: 10.1111/cdev.14140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
This 5-year longitudinal study examined whether high mathematics achievers in primary school had cognitive advantages before entering formal education. High mathematics achievement was defined as performing above Pc 90 in Grades 1 and 3. The predominantly White sample (M age in preschool: 64 months) included 31 high achievers (12 girls) and 114 average achievers (63 girls). We measured children's early numerical abilities, complex mathematical abilities, and general cognitive abilities in preschool (2017). High mathematics achievers had advantages on most tasks in preschool (ds > 0.62). Number order, numeral recognition, and proportional reasoning were unique predictors of belonging to the high-achieving group in primary school. This study shows that the cognitive advantages of high mathematics achievement are already observed in preschool.
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Affiliation(s)
- Merel Bakker
- Centre for Instructional Psychology and Technology, KU Leuven, Leuven, Belgium
- Parenting and Special Education, KU Leuven, Leuven, Belgium
| | - Joke Torbeyns
- Centre for Instructional Psychology and Technology, KU Leuven, Leuven, Belgium
| | - Lieven Verschaffel
- Centre for Instructional Psychology and Technology, KU Leuven, Leuven, Belgium
| | - Bert De Smedt
- Parenting and Special Education, KU Leuven, Leuven, Belgium
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Chan JYC, Mazzocco MMM. New measures of number line estimation performance reveal children's ordinal understanding of numbers. J Exp Child Psychol 2024; 245:105965. [PMID: 38823358 DOI: 10.1016/j.jecp.2024.105965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 04/17/2024] [Accepted: 04/18/2024] [Indexed: 06/03/2024]
Abstract
Children's performance on the number line estimation task, often measured by the percentage of absolute error, predicts their later mathematics achievement. This task may also reveal (a) children's ordinal understanding of the target numbers in relation to each other and the benchmarks (e.g., endpoints, midpoint) and (b) the ordinal skills that are a necessary precursor to children's ability to understand the interval nature of a number line as measured by percentage of absolute error. Using data from 104 U.S. kindergartners, we measured whether children's estimates were correctly sequenced across trials and correctly positioned relative to given benchmarks within trials at two time points. For both time points, we found that each ordinal error measure revealed a distinct pattern of data distribution, providing opportunities to tap into different aspects of children's ordinal understanding. Furthermore, children who made fewer ordinal errors scored higher on the Test of Early Mathematics Ability and showed greater improvement on their interval understanding of numbers as reflected by a larger reduction of percentage of absolute error from Time 1 to Time 2. The findings suggest that our number line measures reveal individual differences in children's ordinal understanding of numbers, and that such understanding may be a precursor to their interval understanding and later mathematics performance.
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Affiliation(s)
- Jenny Yun-Chen Chan
- Institute of Child Development, University of Minnesota-Twin Cities, Minneapolis, MN 55455, USA; Early Childhood Education, The Education University of Hong Kong, Tai Po, New Territories, Hong Kong Special Administrative Region.
| | - Michèle M M Mazzocco
- Institute of Child Development, University of Minnesota-Twin Cities, Minneapolis, MN 55455, USA
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Devlin D, Moeller K, Xenidou-Dervou I, Reynvoet B, Sella F. Concepts of order: Why is ordinality processed slower and less accurately for non-consecutive sequences? Q J Exp Psychol (Hove) 2024; 77:1610-1619. [PMID: 38053316 PMCID: PMC11295408 DOI: 10.1177/17470218231220912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 08/25/2023] [Accepted: 09/12/2023] [Indexed: 12/07/2023]
Abstract
Both adults and children are slower at judging the ordinality of non-consecutive sequences (e.g., 1-3-5) than consecutive sequences (e.g., 1-2-3). It has been suggested that the processing of non-consecutive sequences is slower because it conflicts with the intuition that only count-list sequences are correctly ordered. An alternative explanation, however, may be that people simply find it difficult to switch between consecutive and non-consecutive concepts of order during order judgement tasks. Therefore, in adult participants, we tested whether presenting consecutive and non-consecutive sequences separately would eliminate this switching demand and thus improve performance. In contrast with this prediction, however, we observed similar patterns of response times independent of whether sequences were presented separately or together (Experiment 1). Furthermore, this pattern of results remained even when we doubled the number of trials and made participants explicitly aware when consecutive and non-consecutive sequences were presented separately (Experiment 2). Overall, these results suggest slower response times for non-consecutive sequences do not result from a cognitive demand of switching between consecutive and non-consecutive concepts of order, at least not in adults.
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Affiliation(s)
| | - Korbinian Moeller
- Loughborough University, Loughborough, UK
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- LEAD Graduate School & Research Network, Tübingen, Germany
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Xu C, Di Lonardo Burr S, Li H, Liu C, Si J. From whole numbers to fractions to word problems: Hierarchical relations in mathematics knowledge for Chinese Grade 6 students. J Exp Child Psychol 2024; 242:105884. [PMID: 38401231 DOI: 10.1016/j.jecp.2024.105884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 01/11/2024] [Accepted: 01/24/2024] [Indexed: 02/26/2024]
Abstract
It is well established in the literature that fraction knowledge is important for learning more advanced mathematics, but the hierarchical relations among whole number arithmetic, fraction knowledge, and mathematics word problem-solving are not well understood. In the current study, Chinese Grade 6 students (N = 1160; 465 girls; Mage = 12.1 years, SD = 0.6) completed whole number arithmetic (addition, subtraction, multiplication, and division), fraction (mapping, equivalence, comparison, and arithmetic), and mathematics word problem-solving assessments. They also completed two control measures: number writing speed and nonverbal intelligence. Structural equation modeling was used to investigate the hierarchical relations among these assessments. Among the four fraction tasks, the correlations were low to moderate, suggesting that each task may tap into a unique aspect of fraction understanding. In the model, whole number arithmetic was directly related to all four fraction tasks, but was only indirectly related to mathematics word problem-solving, through fraction arithmetic. Only fraction arithmetic, the most advanced fraction skill, directly predicted mathematics word problem-solving. These findings are consistent with the view that students need to build these associations into their mathematics hierarchy to advance their mathematical competence.
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Affiliation(s)
- Chang Xu
- School of Psychology, Queen's University Belfast, Belfast, Northern Ireland BT9 5BN, UK.
| | | | - Hongxia Li
- School of Psychology, Shandong Normal University, Jinan, Shandong 250358, China.
| | - Chang Liu
- School of Psychology, Shandong Normal University, Jinan, Shandong 250358, China
| | - Jiwei Si
- School of Psychology, Shandong Normal University, Jinan, Shandong 250358, China
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Whitehead HL, Hawes Z. Cognitive Foundations of Early Mathematics: Investigating the Unique Contributions of Numerical, Executive Function, and Spatial Skills. J Intell 2023; 11:221. [PMID: 38132839 PMCID: PMC10744352 DOI: 10.3390/jintelligence11120221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 09/01/2023] [Accepted: 11/14/2023] [Indexed: 12/23/2023] Open
Abstract
There is an emerging consensus that numerical, executive function (EF), and spatial skills are foundational to children's mathematical learning and development. Moreover, each skill has been theorized to relate to mathematics for different reasons. Thus, it is possible that each cognitive construct is related to mathematics through distinct pathways. The present study tests this hypothesis. One-hundred and eighty 4- to 9-year-olds (Mage = 6.21) completed a battery of numerical, EF, spatial, and mathematics measures. Factor analyses revealed strong, but separable, relations between children's numerical, EF, and spatial skills. Moreover, the three-factor model (i.e., modelling numerical, EF, and spatial skills as separate latent variables) fit the data better than a general intelligence (g-factor) model. While EF skills were the only unique predictor of number line performance, spatial skills were the only unique predictor of arithmetic (addition) performance. Additionally, spatial skills were related to the use of more advanced addition strategies (e.g., composition/decomposition and retrieval), which in turn were related to children's overall arithmetic performance. That is, children's strategy use fully mediated the relation between spatial skills and arithmetic performance. Taken together, these findings provide new insights into the cognitive foundations of early mathematics, with implications for assessment and instruction moving forward.
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Affiliation(s)
| | - Zachary Hawes
- Department of Applied Psychology & Human Development, Ontario Institute for Studies in Education, University of Toronto, Toronto, ON M5S 1V6, Canada;
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Di Lonardo Burr SM, Xu C, Douglas H, LeFevre JA, Susperreguy MI. Walking another pathway: The inclusion of patterning in the pathways to mathematics model. J Exp Child Psychol 2022; 222:105478. [PMID: 35714384 DOI: 10.1016/j.jecp.2022.105478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 05/18/2022] [Accepted: 05/21/2022] [Indexed: 10/18/2022]
Abstract
According to the Pathways to Mathematics model [LeFevre et al. (2010), Child Development, Vol. 81, pp. 1753-1767], children's cognitive skills in three domains-linguistic, attentional, and quantitative-predict concurrent and future mathematics achievement. We extended this model to include an additional cognitive skill, patterning, as measured by a non-numeric repeating patterning task. Chilean children who attended schools of low or high socioeconomic status (N = 98; 54% girls) completed cognitive measures in kindergarten (Mage = 71 months) and numeracy and mathematics outcomes 1 year later in Grade 1. Patterning and the original three pathways were correlated with the outcomes. Using Bayesian regressions, after including the original pathways and mother's education, we found that patterning skills predicted additional variability in applied problem solving and arithmetic fluency, but not number ordering, in Grade 1. Similarly, patterning skills were included in the best model for applied problem solving and arithmetic fluency, but not for number ordering, in Grade 1. In accord with the hypotheses of the original Pathways to Mathematics model, patterning varied in its unique and relative contributions to later mathematical performance, depending on the demands of the tasks. We conclude that patterning is a useful addition to the Pathways to Mathematics model, providing further insights into the range of cognitive precursors that are related to children's mathematical development.
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Affiliation(s)
| | - Chang Xu
- Department of Psychology, Carleton University, Ottawa, Ontario K1S 5B6, Canada
| | - Heather Douglas
- Department of Cognitive Science, Carleton University, Ottawa, Ontario K1S 5B6, Canada
| | - Jo-Anne LeFevre
- Department of Cognitive Science, Carleton University, Ottawa, Ontario K1S 5B6, Canada; Department of Psychology, Carleton University, Ottawa, Ontario K1S 5B6, Canada
| | - María Inés Susperreguy
- Faculty of Education, Pontificia Universidad Católica de Chile, Macul 7820436, Chile; Millennium Nucleus for the Study of the Development of Early Math Skills (MEMAT), Macul 7820436, Chile
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Devlin D, Moeller K, Reynvoet B, Sella F. A critical review of number order judgements and arithmetic: What do order verification tasks actually measure? COGNITIVE DEVELOPMENT 2022. [DOI: 10.1016/j.cogdev.2022.101262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Individual differences in mathematical cognition: a Bert's eye view. Curr Opin Behav Sci 2022. [DOI: 10.1016/j.cobeha.2022.101175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Divide and conquer: Relations among arithmetic operations and emerging knowledge of fraction notation for Chinese students in Grade 4. J Exp Child Psychol 2022; 217:105371. [DOI: 10.1016/j.jecp.2021.105371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 12/20/2021] [Accepted: 12/28/2021] [Indexed: 11/22/2022]
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