Job-sheet-based Analytics Regarding Knowledge Retention in Digital Fabrication Education

Kosuke Kaneko, Hiromi Yamada
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Abstract

The big wave of digital fabrication movement has spread to several educational areas, such as those related to STEAM education. However, there are not so many researches to evaluate instructional design for digital fabrication education. Therefore, we conducted an experiment in an actual digital fabrication course and evaluated its instructional design. The research question of the experiment is what kind of factors affect to knowledge retention of learners in the case of digital fabrication education. In the experiment, learners took a test to assess knowledge they acquired in lessons each week. They were required to repeatedly try to take the tests until they achieved a perfect score. Three weeks later, to assess learner's knowledge retention, the learners took a delayed-test which was the same contents as the previous tests. Several learners scored lower than a half of full marks even though they achieved the perfect score three weeks before. In order to investigate the reason why they could not retain their knowledge, we analyzed their job-sheet they had written their works and found several reasons of them caused from lack of their practical experience. In consideration of the analytical result, this paper also discusses about a better instructional design for digital fabrication. The contents of the discussion will contribute as a useful idea for an instructor to consider instructional design for digital fabrication education.
数字制造教育中基于作业表的知识保留分析
数字制造运动的大浪潮已经蔓延到几个教育领域,例如与STEAM教育相关的领域。然而,对数字化制造教育教学设计进行评价的研究并不多。因此,我们在实际的数字制作课程中进行了实验,并对其教学设计进行了评估。实验的研究问题是在数字化制造教育的情况下,什么样的因素会影响学习者的知识保留。在实验中,学生们每周都要参加一项测试,以评估他们在课堂上学到的知识。他们被要求反复尝试参加考试,直到取得满分。三周后,为了评估学习者的知识保留情况,学习者接受了与之前测试内容相同的延迟测试。几名学习者的得分低于满分的一半,尽管他们在三周前获得了满分。为了调查他们不能记住知识的原因,我们分析了他们写的作业单,发现了他们缺乏实践经验的几个原因。结合分析结果,本文还对数字化制造的教学设计进行了探讨。本文所讨论的内容将为数位制造教育的教学设计提供有用的思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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