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CCLI: MODEL ELICITING ACTIVITIES: Experiments and Mixed Methods to Assess Student Learning III

机译:CCLI:模型引出活动:评估学生学习III的实验和混合方法

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As part of a seven university CCLI Type 3 collaborative effort focused on models and modeling, we have extended the model eliciting activity (MEA) construct to upper division engineering programs. Originally developed and validated by mathematics education researchers, MEAs were found to have significant value as an educational tool. Our overall goal has been to use this construct as a means for enhancing engineering students' problem solving and modeling skills as well as their conceptual understanding of certain engineering topics. In doing this we have pursued two main research thrusts: MEAs as teaching tools and MEA as learning assessment tools. This paper summarizes our results for these two foci as we near the conclusion of our final project year. In using MEAs as a teaching tool - we have examined three activities: (1) Development of effective MEAs: We have created a series of over 20 MEAs for upper level students that target students' problem solving skills and conceptual learning. In doing this we have found that MEAs also enhance such important professional skills as communication, teamwork, and ethical understanding. (2) Implementation of MEAs: We have introduced and rigorously assessed our MEAs in classroom settings as a means to further understand students' problem solving, modeling and teamwork processes. (3) Enhancing the learning benefits of MEAs: Our consortium has added new conceptual dimensions to MEAs to further enhance student learning. In particular, we have introduced an ethical dimension as a means for improving students' ability to recognize and resolve those types of ethical dilemmas that arise in the engineering workplace. In using MEAs as a learning tool - we have focused on two additional activities: (1) Assessing the effectiveness of MEAs in various dimensions including improving conceptual learning and problem solving: We have developed a series of assessment instruments to better understand and measure the educational benefits of using MEAs. Specifically, we are triangulating across three assessment instruments, which we created for this project: (1) pre- and post-concept inventories (or knowledge tests) to assess gain in conceptual understanding, (2) an online reflection tool to assess process, and (3) a grading rubric to assess the resultant artifact (general model and specific solution). We have also developed an instrument to measure students' self-efficacy scale related to their modeling skills. (2) Assessing the MEA motivated problem solving process: Through the use of various data collection tools, including PDAs and wikis, in combination with the mentioned assessment instruments, we are identifying the various problem solving processes used by the student teams, as well as the range of problems that can be addressed, to determine how effective the various processes are relative to improved conceptual understanding. This paper summarizes our achievements in each of these five activities. Particular emphasis is placed on our mixed measurements for student learning and achievement, and a discussion of the relative conceptual gain for a series of MEA experiments, including those where a comparison group was available.
机译:作为七大大学的一部分,CCLI类型的3型协作努力专注于模型和建模,我们将诱导活动(MEA)构建的模型扩展到上部门工程方案。由数学教育研究人员最初开发和验证,发现MEAS具有重要价值作为教育工具。我们的总体目标是使用这一构建作为提高工程学生问题解决和建模技能的手段以及对某些工程主题的概念理解。在这样做,我们追求了两个主要的研究推力:MEAS作为教学工具和MEA作为学习评估工具。本文总结了我们在我们最终项目年度结束时为这两个焦点的结果。在使用MEAS作为教学工具时,我们研究了三项活动:(1)有效的MEAS的开发:我们创建了一个超过20个MEAS,以实现学生的问题解决技巧和概念学习。在这样做,我们发现MEAS还提升了这种重要的专业技能作为沟通,团队合作和道德理解。 (2)MEAS的实施:我们在课堂设置中介绍和严格评估了我们的MEAS,作为进一步了解学生解决问题,建模和团队合作流程的手段。 (3)加强MEAS的学习效益:我们的财团已增加新的概念维度,以进一步提高学生学习。特别是,我们引入了道德维度,作为提高学生识别和解决工程工作场所出现的那种伦理困境的能力的手段。在使用MEAS作为学习工具 - 我们专注于两项额外的活动:(1)评估各种维度的测量的有效性,包括改善概念学习和解决问题:我们开发了一系列评估仪器,以更好地理解和衡量教育使用MEAS的好处。具体而言,我们正在跨三个评估仪器进行三角形,我们为此项目创建了:(1)预先和后后库存(或知识测试),以评估概念理解的收益,(2)在线反射工具评估过程, (3)评分标题,用于评估所得伪影(一般模型和特定解决方案)。我们还开发了一种衡量与其建模技能相关的学生的自我效能度规模的工具。 (2)评估MEA激励问题解决过程:通过使用各种数据收集工具,包括PDA和WIKI,与上述评估工具结合使用,我们正在识别学生团队使用的各种问题解决过程,以及可以解决的问题范围,以确定各种过程如何相对于改进的概念理解。本文总结了这五项活动中的每项活动中的成就。特别强调我们对学生学习和成就的混合测量,以及对一系列MEA实验的相对概念增益讨论,包括可获得比较组的那些。

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