Interaction between RME-based blended learning and self-regulated learning in improving mathematical literacy

Novita Sari, Z. Nuraeni, N. Sukmaningthias
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Abstract

Most prior studies on mathematical literacy (ML), self-regulated learning (SRL), and RME-based blended learning were carried out qualitatively. Therefore, it was necessary to test them with statistical inference. This study aimed to analyze the interaction between RME-based blended learning, conventional learning, and SRL in improving students' ML. The method used was quasi-experimental with a 2x2 factorial design. The population was students in grade 7 with a sample of 38 students (21 males and 17 females). RME-based blended learning was conducted in the experiment class, while conventional learning was in the control class. Self-regulated learning and mathematical literacy data were obtained from the questionnaire and test, respectively. Data were analyzed using the Adjusted Rank Transform Test with Two-Way ANOVA and Mann-Whitney U test. The result showed an interaction between RME-based blended learning, conventional learning, and SRL towards students' ML improvement. Students' ML improvement who received RME-based blended learning was higher than those who received conventional learning regarding the high level of SRL and vice versa at the low level. Furthermore, students' ML improvement with high SRL was slightly higher than those with low SRL after receiving RME-based blended learning and vice versa after getting conventional learning.
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基于rme的混合学习与自主学习在提高数学素养中的交互作用
以往关于数学素养(ML)、自我调节学习(SRL)和基于rme的混合学习的研究大多是定性的。因此,有必要用统计推断来检验它们。本研究旨在分析基于rme的混合学习、传统学习和SRL在提高学生学习能力方面的相互作用。采用准实验方法,采用2x2因子设计。总体为7年级学生,样本为38名学生(21名男生,17名女生)。基于rme的混合学习在实验班进行,常规学习在对照班进行。自我调节学习和数学素养数据分别通过问卷和测试获得。数据分析采用双因素方差分析的调整秩变换检验和Mann-Whitney U检验。结果表明,基于rme的混合学习、传统学习和SRL对学生学习能力的提高具有交互作用。在SRL水平高的情况下,采用基于rme的混合学习的学生的ML改善高于采用常规学习的学生,在SRL水平低的情况下,反之亦然。此外,接受基于rmme的混合学习后,高SRL的学生的学习进步略高于低SRL的学生,而接受常规学习后,反之亦然。
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