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Scaffolding in a computer-based constructivist environment for teaching statistics to college learners

机译:基于计算机的建构主义环境中的脚手架,用于向大学生学习统计数据

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To prevent the user from over-relying on technology support, the researcher proposed a 3-D contingent scaffolding model to systematically vary the technology support in response to the learner's performance in a learning task consisting of a sequence of sub-tasks. The research reports on the implementation of this model in a computer-based instructional program on a topic in statistics and a study of its effectiveness with college students.;In this study, the 3-D contingent scaffolding model was implemented in a computer-based instructional program, "Hypothesis Testing--the Z-Test" in order to establish baseline data for integrated-media-based instruction or a hypermedia-based learning environment. This scaffolded instruction was evaluated in terms of knowledge maintenance and knowledge transfer by comparing it to full-support instruction and least-support instruction. A secondary interest was to determine whether the predictive utility of static (what the learner already knew) and dynamic (the learner's ability to learn measures of learners' ability varied in different instructional conditions. The dynamic measure was indicated by the percentage of successful trials in the learning process. The static measures involved seven baseline variables: courses taken, self-rating of skills, and self-rating of preference in mathematics/statistics and pretest.;The findings showed evidence that the scaffolded computer-based instruction promoted knowledge maintenance and improved independent knowledge application. The scaffolded instruction promoted learning consistently across individuals. However, further investigation and evidence is needed to confirm its superiority on knowledge transfer. The results also revealed that the dynamic measure of the learner's ability was a better predictor of the learning outcome for subjects using this scaffolded instruction than the static measures. In media-assisted instruction, the 3-D contingent scaffolding model provided a systematic way to link the concept of scaffolding to the integrated media design features using both support building and fading techniques. In statistical education, this model was implemented successfully on the topic of hypothesis testing. The results of this study also showed that this topic could be taught to college students with low mathematical background and statistics beginners.
机译:为了防止用户过分依赖技术支持,研究人员提出了一种3-D偶然支架模型,以系统地改变技术支持,以响应学习者在由一系列子任务组成的学习任务中的表现。该研究报告了该模型在有关统计学主题的计算机教学程序中的实施情况以及对大学生的有效性的研究。在本研究中,在基于计算机的3D临时支架模型中实施了该模型教学程序“假设检验-Z检验”,以便为基于集成媒体的教学或基于超媒体的学习环境建立基线数据。通过与完整支持的指令和最低支持的指令进行比较,对该支架式指令进行了知识维护和知识转移方面的评估。第二个兴趣是确定静态(学习者已经知道的)和动态(学习者学习量度学习者的能力的能力)在不同的教学条件下的预测效用是否不同,动态量度由在测试中成功的百分比来表示。静态测量涉及七个基线变量:所修课程,对技能的自我评价以及对数学/统计学和预测的偏好的自我评价;研究结果表明,基于计算机的脚手架教学促进了知识的维护和学习。改进的独立知识应用;脚手架式教学促进了个体之间的学习一致性;然而,需要进一步的研究和证据来证实其在知识转移方面的优越性;结果还表明,动态地衡量学习者的能力可以更好地预测学习成果对于使用此脚手架说明的受试者静态措施。在媒体辅助教学中,3-D特遣队脚手架模型提供了一种系统的方法,可以使用支撑构建和淡入淡出技术将脚手架的概念与集成媒体设计功能相链接。在统计教育中,该模型已在假设检验主题上成功实施。这项研究的结果还表明,该主题可以教给数学背景和统计学初学者较低的大学生。

著录项

  • 作者

    Kao, Michelle Tai-Chien.;

  • 作者单位

    Purdue University.;

  • 授予单位 Purdue University.;
  • 学科 Curriculum development.;Educational technology.;Statistics.;Higher education.
  • 学位 Ph.D.
  • 年度 1996
  • 页码 188 p.
  • 总页数 188
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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