SPECIFIC COGNITIVE PREDICTORS OF EARLY MATH PROBLEM SOLVING

被引:19
|
作者
Decker, Scott L. [1 ]
Roberts, Alycia M. [1 ]
机构
[1] Univ S Carolina, Columbia, SC 29208 USA
关键词
WORKING-MEMORY; MATHEMATICS ACHIEVEMENT; ABILITIES; NUMBER; BRAIN; DYSCALCULIA; PERFORMANCE; CONSTRUCT; DYSLEXIA; VALIDITY;
D O I
10.1002/pits.21837
中图分类号
G44 [教育心理学];
学科分类号
0402 ; 040202 ;
摘要
Development of early math skill depends on a prerequisite level of cognitive development. Identification of specific cognitive skills that are important for math development may not only inform instructional approaches but also inform assessment approaches to identifying children with specific learning problems in math. This study investigated the specific cognitive correlates of math problem solving across early grade levels (1-4) while controlling for basic calculation skills. As expected, basic calculation skill was a significant predictor of math problem solving across the entire sample. However, the addition of cognitive measures almost doubled the variance explained (R-2 = .61). Additionally, only select cognitive variables contributed to the prediction of math problem solving, and these variables change in importance as children develop higher-level math skills. Results are discussed within a developmental model, which emphasizes the increasing importance of abstract code representations required in higher levels of math performance.
引用
收藏
页码:477 / 488
页数:12
相关论文
共 50 条
  • [41] A NON-TRIVIAL STEP IN SOLVING AN EASY MATH PROBLEM
    Kasuba, Romualdas
    Novikas, Aivaras
    TEACHING MATHEMATICS: RETROSPECTIVE AND PERSPECTIVES, 17TH INTERNATIONAL CONFERENCE, 2016, 2016, : 77 - 85
  • [42] Cognitive Predictors of Reading and Math Achievement Among Gifted Referrals
    Rowe, Ellen W.
    Miller, Cristin
    Ebenstein, Lauren A.
    Thompson, Dawna F.
    SCHOOL PSYCHOLOGY QUARTERLY, 2012, 27 (03) : 144 - 153
  • [43] Solving Math Word Problem with External Knowledge and Entailment Loss
    Lu, Rizhongtian
    Tan, Yongmei
    Niu, Shaozhang
    Lin, Yunze
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2023, PT IX, 2023, 14262 : 320 - 331
  • [44] COMPONENT OF EFFECTIVE USE OF DIAGRAMS IN MATH PROBLEM-SOLVING
    SIMON, M
    PROCEEDINGS OF THE EIGHTH ANNUAL MEETING - PME-NA: NORTH AMERICAN CHAPTER OF THE INTERNATIONAL GROUP FOR THE PSYCHOLOGY OF MATHEMATICS EDUCATION, 1986, : 293 - 298
  • [45] Incorporating Polya's Problem Solving Method in Remedial Math
    Yuan, Shenglan
    JOURNAL OF HUMANISTIC MATHEMATICS, 2013, 3 (01): : 96 - 107
  • [46] The Influence of Achievement Goals on Metacognitive Processes in Math Problem Solving
    Berger, Jean-Louis
    JOURNAL OF COGNITIVE EDUCATION AND PSYCHOLOGY, 2009, 8 (02): : 165 - 181
  • [47] Towards Predicting Attention and Workload During Math Problem Solving
    Tato, Ange
    Nkambou, Roger
    Ghali, Ramla
    INTELLIGENT TUTORING SYSTEMS (ITS 2019), 2019, 11528 : 224 - 229
  • [48] The Relationship of Drawing and Mathematical Problem Solving: Draw for Math Tasks
    Edens, Kellah
    Potter, Ellen
    STUDIES IN ART EDUCATION, 2007, 48 (03) : 282 - 298
  • [49] Unit Conflict Resolution for Automatic Math Word Problem Solving
    Dewappriya, Nuwantha
    Kankanamge, Gimhani Uthpala
    Wellappili, Dushani
    Hevapathige, Asela
    Ranathunga, Surangika
    2018 MORATUWA ENGINEERING RESEARCH CONFERENCE (MERCON) 4TH INTERNATIONAL MULTIDISCIPLINARY ENGINEERING RESEARCH CONFERENCE, 2018, : 191 - 196
  • [50] Predicting Creative Problem-Solving in Math From a Dynamic System Model of Creative Problem Solving Ability
    Lin, Chia-Yi
    Cho, Seokhee
    CREATIVITY RESEARCH JOURNAL, 2011, 23 (03) : 255 - 261