Metacognition instruction and repeated reflection in a fluid mechanics course: Reflective themes and student outcomes

IF 1.1 Q3 EDUCATION, SCIENTIFIC DISCIPLINES International Journal of Mechanical Engineering Education Pub Date : 2023-03-16 DOI:10.1177/03064190231164719
R. Clark, A. Kaw, R. Guldiken
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Abstract

When students repeatedly reflect, it can enhance their metacognitive abilities, including self-regulatory skills of planning, monitoring, and evaluating. In a fluid mechanics course for undergraduates at a large southeastern U.S. university, in-class problem solving in a flipped classroom was coupled with intentional metacognitive skills instruction and repeated reflection to enhance metacognition. The weekly reflective responses were coded by two analysts to identify the recurring themes and uncover evidence of the development and/or reinforcement of self-regulating behaviors for academic management. To enable a comparison, a flipped classroom without the metacognitive instruction and repeated reflection was also implemented (i.e., non-intervention group). The two cohorts completed identical final exams. Based on our preliminary analysis with year one data, a statistically and practically-significant difference between the two cohorts was found with the free-response scores on the final exam in favor of the intervention cohort that had received the metacognitive support (p < 0.0005; Cohen's d = 0.72). Also, the Metacognitive Activities Inventory (MCAI) indicated a significantly-higher positive change in self-regulatory behavior for the intervention cohort (p = 0.001; d = 0.50). Focus groups were conducted to gather students’ perspectives on the reflective activity, with differences found by demographic group. In addition, a significantly higher proportion of females (versus males) viewed the reflections in a positive manner (p = 0.05). Significant associations between themes in the weekly reflections and direct knowledge measures were also uncovered. This included a positive relationship between academic self-management (i.e., diligence and carefulness) and exam performance. Overall, our preliminary results point to a desirable impact of metacognitive instruction and repeated reflection on knowledge outcomes, metacognitive skills, and self-regulatory behaviors.
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流体力学课程中的元认知教学与重复反思:反思主题与学生成果
当学生反复反思时,可以增强他们的元认知能力,包括计划、监控和评估的自我调节能力。在美国东南部一所大型大学的本科生流体力学课程中,在翻转课堂中解决课堂问题,并结合有意的元认知技能指导和反复反思来增强元认知。每周的反思回应由两位分析师进行编码,以确定反复出现的主题,并揭示学术管理自我调节行为发展和/或加强的证据。为了进行比较,我们还实施了一个没有元认知教学和重复反思的翻转课堂(即非干预组)。这两组学生完成了相同的期末考试。根据我们对第一年数据的初步分析,我们发现两个队列在期末考试的自由反应得分上有统计学和实际意义上的差异,这有利于接受元认知支持的干预队列(p < 0.0005;Cohen’s d = 0.72)。此外,元认知活动量表(MCAI)显示干预组在自我调节行为方面有显著更高的积极变化(p = 0.001;d = 0.50)。进行焦点小组,以收集学生对反思活动的看法,并根据人口统计组发现差异。此外,女性(与男性相比)以积极的态度看待反射的比例明显更高(p = 0.05)。每周反思的主题和直接知识测量之间的显著关联也被发现。这包括学业自我管理(即勤奋和细心)与考试成绩之间的正相关关系。总的来说,我们的初步结果表明,元认知指导和反复反思对知识成果、元认知技能和自我调节行为有理想的影响。
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来源期刊
CiteScore
3.00
自引率
28.60%
发文量
13
期刊介绍: The International Journal of Mechanical Engineering Education is aimed at teachers and trainers of mechanical engineering students in higher education and focuses on the discussion of the principles and practices of training professional, technical and mechanical engineers and those in related fields. It encourages articles about new experimental methods, and laboratory techniques, and includes book reviews and highlights of recent articles in this field.
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