基于CDA的中国学生数学认知过程的认知分析和路径构建
Xiaopeng Wu1,2, Nanxin Li3, Rongxiu Wu4
1Faculty of Education, Northeast Normal University, Changchun, China. wuxp722@nenu.edu.cn.
Scientific reports
|February 5, 2025
概括
中国大陆的学生在TIMSS框架内的认知诊断评估 (CDA) 中表现出强大的数学技能,在计算和测量方面表现出色. 这项研究强调了多样化的学习路径和CDA对理解学生认知的价值.
科学领域:
- 教育评估的教育评估
- 认知心理学 认知心理学
- 国际比较研究国际比较研究
背景情况:
- 认知诊断评估 (CDA) 提供了个性化的学习见解.
- 国际数学与科学研究 (TIMSS) 的趋势缺乏来自中国大陆的参与.
- 了解中国学生在TIMSS中的表现至关重要.
研究的目的:
- 在TIMSS框架内评估中国大陆学生的成绩.
- 将他们的认知能力与高绩效国家进行比较.
- 使用CDA分析学习路径和进展情况.
主要方法:
- 根据TIMSS-2015项目和八个认知属性开发了一个Q矩阵.
- 对4733名八年级学生进行了诊断评估.
- 使用R中的G-DINA包中的混合模型进行分析.
主要成果:
- 中国大陆的八年级学生在数学认知过程中表现出优势.
- 在计算和测量 (CM),操作和解决方案 (OS) 和表示建模 (RM) 中观察到特定的优势.
- 分析揭示了学生之间的各种知识状态和学习进展.
结论:
- CDA为学生的认知优点和弱点提供了有价值的见解.
- 该研究推进了TIMSS认知诊断评估和学习进度构建的方法.
- 调查结果强调了CDA在教育评估中深入数据挖掘的潜力.
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