Mathematics and Executive Function Competencies in the Context of Interventions: A Quantile Regression Analysis

被引:10
|
作者
Dong, Yixiao [1 ]
Clements, Douglas H. [1 ]
Sarama, Julie [1 ]
Dumas, Denis [1 ]
Banse, Holland W. [2 ]
Day-Hess, Crystal [1 ]
机构
[1] Univ Denver, Denver, CO USA
[2] Univ Alabama, Tuscaloosa, AL USA
来源
JOURNAL OF EXPERIMENTAL EDUCATION | 2022年 / 90卷 / 02期
关键词
Executive function; homogeneity of intervention effects; mathematics; quantile regression; SELF-REGULATION; WORKING-MEMORY; SKILLS; KINDERGARTEN; PRESCHOOLERS; INSTRUCTION; ACHIEVEMENT; PREDICTORS; CHILDREN; MATH;
D O I
10.1080/00220973.2020.1777070
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Research on young children's development of executive function (EF) and early mathematics has established relationships between the two, but studies have not investigated whether these relations differ for children with different outcomes in mathematics and EF, especially in the context of interventions. To examine the homogeneity of those relations and the intervention effects, we conducted quantile regression analyses on data from a large study of two prekindergarten interventions: the Building Blocks math curriculum alone (BB), or BB with scaffolding of play to promote executive function (BBSEF). Results revealed that EF competencies have a larger positive relationship to mathematics for children with low math competence compared to children with medium or high competence. The significant predictive relationship of mathematical competencies on EF did not vary for children with different levels of EF abilities at prekindergarten and varied only slightly at kindergarten. Also, interventions had similar immediate effects on math and EF for children with various abilities. The BB intervention had a larger positive delayed effect on math and EF competencies for children with low scores relative to children with high scores. The delayed effect of the BBSEF intervention was similar for children with different levels of EF and math competencies.
引用
收藏
页码:297 / 318
页数:22
相关论文
共 50 条
  • [11] Executive Functions in the Context of Professional Competencies of Future Teachers
    Juhasova, Andrea
    Gatial, Viktor
    Mesikova, Anna Maria
    TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2022, 11 (04): : 1702 - 1708
  • [12] The gender gap in executive pay: insights from quantile regression
    Conyon, Martin J.
    APPLIED ECONOMICS LETTERS, 2024,
  • [13] Penalized function-on-function linear quantile regression
    Beyaztas, Ufuk
    Shang, Han Lin
    Saricam, Semanur
    COMPUTATIONAL STATISTICS, 2025, 40 (01) : 301 - 329
  • [14] On multivariate quantile regression analysis
    Jean-Paul Chavas
    Statistical Methods & Applications, 2018, 27 : 365 - 384
  • [15] On multivariate quantile regression analysis
    Chavas, Jean-Paul
    STATISTICAL METHODS AND APPLICATIONS, 2018, 27 (03): : 365 - 384
  • [16] Early executive function in context
    Ribner, Andrew
    Holmboe, Karla
    INFANT BEHAVIOR & DEVELOPMENT, 2024, 75
  • [17] An Adapted Loss Function for Censored Quantile Regression
    De Backer, Mickael
    Ghouch, Anouar El
    Van Keilegom, Ingrid
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 114 (527) : 1126 - 1137
  • [18] Effects on Mathematics and Executive Function of a Mathematics and Play Intervention Versus Mathematics Alone
    Clements, Douglas H.
    Sarama, Julie
    Layzer, Carolyn
    Unlu, Fatih
    Fesler, Lily
    JOURNAL FOR RESEARCH IN MATHEMATICS EDUCATION, 2020, 51 (03) : 301 - 333
  • [19] SKILLS AND COMPETENCIES IN MATHEMATICS OF ENGINEERING STUDENTS IN CONTEXT OF SUSTAINABLE DEVELOPMENT
    Kopeika, Evija
    Zvirgzdina, Liga
    19TH INTERNATIONAL SCIENTIFIC CONFERENCE ENGINEERING FOR RURAL DEVELOPMENT, 2020, : 1255 - 1261
  • [20] A censored quantile regression approach for relative survival analysis: Relative survival quantile regression
    Williamson, John M.
    Lin, Hung-Mo
    Lyles, Robert H.
    BIOMETRICAL JOURNAL, 2023, 65 (05)