利用变革性学习范式激发学生对统计素养的兴趣:实施和评估

Shirlee Ocampo, R. Arcilla, Frumencio F. Co, Ryan Jumangit, Felipe Diokno
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引用次数: 1

摘要

以及全球化社会不断变化的需求。因此,有必要从传统的统计学教学方法转向新的范式。本文介绍了在通识教育统计课程教学中,从传统的传播教学法到转型学习范式的转变所带来的改进和评价。传播式教学法只涉及讲座和纸笔测试,而变革式学习范式则整合了基于计算机的教学、网络技术、真实的评估、基于问题的学习、协作式探究和对现实数据的使用。结果显示,两种学习模式对统计学的理解都有显著提高。然而,数据并没有提供证据表明两种范式之间的学习量差异。经典因子分析和贝叶斯因子分析均得到7个非智力因子。两种范式在五个因素上存在显著差异,表明学生在转型学习框架下对统计素养的热情。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enthusing students towards statistical literacy using transformative learning paradigm: implementation and appraisal
and changing requirements of globalizing society. Hence, there is a need to shift from traditional method of teaching statistics to new paradigms. This paper presents the improvements implemented along with its appraisal in teaching general education statistics courses using the traditional transmissive pedagogy and then shifting to transformative learning paradigm. The transmissive pedagogy involves merely lectures and paper-and-pen tests, while the transformative learning paradigm integrates computer-based instructions, Web technologies, authentic assessment, problem-based learning, collaborative inquiry, and use of real-life data. Results showed a significant improvement in understanding statistics for both learning paradigms. However, the data did not provide evidence to indicate differences in the amount of learning between the two paradigms. Classical and Bayesian factor analyses both obtained seven non- intellective factors. The two paradigms differ significantly on five factors indicating that students are enthused towards statistical literacy under the transformative learning framework.
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