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      Creativity as Predictor of Mathematical Abilities in Fourth Graders in Addition to Number Sense and Working Memory

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          Abstract

          In this study, it was investigated how domain-specific (number sense) and domain-general (working memory, creativity) factors explain the variance in mathematical abilities in primary school children. A total of 166 children aged 8 to 10 years old participated. Several tests to measure math ability, mathematical creativity, number sense, verbal and visual spatial working memory and creativity were administered. Data were analyzed with a series of correlation and regression analyses. Number sense, working memory and creativity were all found to be important predictors of academic and creative mathematical ability. Furthermore, groups with math learning disabilities (MLD) and mathematical giftedness (MG) were compared to a typically developing (TD) group. The results show that the MLD group scored lower on number line estimation and visual spatial working memory than the TD group, while the MG group differed from the TD group on visual spatial working memory and creativity. It is concluded that creativity plays a significant role in mathematics, above working memory and number sense.

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          Most cited references61

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          The measurement of observer agreement for categorical data.

          This paper presents a general statistical methodology for the analysis of multivariate categorical data arising from observer reliability studies. The procedure essentially involves the construction of functions of the observed proportions which are directed at the extent to which the observers agree among themselves and the construction of test statistics for hypotheses involving these functions. Tests for interobserver bias are presented in terms of first-order marginal homogeneity and measures of interobserver agreement are developed as generalized kappa-type statistics. These procedures are illustrated with a clinical diagnosis example from the epidemiological literature.
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            Bayes Factors

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              A Test of Missing Completely at Random for Multivariate Data with Missing Values

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                Author and article information

                Journal
                JNC
                J Numer Cogn
                Journal of Numerical Cognition
                J. Numer. Cogn.
                PsychOpen
                2363-8761
                22 December 2017
                : 3
                : 2
                : 417-440
                Affiliations
                [a ]Department of Education & Pedagogy, Utrecht University , Utrecht, The Netherlands
                [2] University of York , York, United Kingdom
                [3] Humboldt-Universität Berlin , Berlin, Germany
                [4] Universität Tübingen , Tübingen, Germany
                Author notes
                [* ]Utrecht University, Dept of Education & Pedagogy, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands. E.H.Kroesbergen@ 123456uu.nl
                Article
                jnc.v3i2.63
                10.5964/jnc.v3i2.63
                a5271dd5-ea34-4124-96bb-4ca31591190f
                Copyright @ 2017

                This is an open-access article distributed under the terms of the Creative Commons Attribution (CC BY) 4.0 License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 13 June 2016
                : 11 February 2017
                Categories
                Research Reports

                Psychology
                mathematics,creativity,working memory,number sense
                Psychology
                mathematics, creativity, working memory, number sense

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