通过电子教科书加强对工程数学概念的理解

IF 2.1 2区 工程技术 Q2 EDUCATION, SCIENTIFIC DISCIPLINES
Ekaterina Rzyankina;Frikkie George;Zach Simpson
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引用次数: 0

摘要

背景:COVID-19 的流行和向数字化学习材料的转变大大减少了高等教育中纸质教科书的使用。在工程学领域,学生需要全面了解数学概念,而这可以通过使用电子教科书来实现。这些数字学习材料通过整合各种多媒体元素,如音频、视觉辅助和互动功能,可提供更 全面、更有效的学习体验。合理性/相关性:数学专业的学生应具备关键的问题解决能力,但在工程数学课堂上,很少要求他们通过书面论证来阐述和解释他们的数学推理和概念。虽然学生可能在公式运算方面表现出色,但他们仍可能对数学原理和概念存在误解。在没有正确理解概念的情况下,依赖于机械的和程序化的方法,如公式应用,可能会 导致对数学及其在现实世界中的应用产生严重的误解。由于缺乏对数学概念的推理能力,学生可能难以将课堂所学与现实世界的情景联系起来,从而导致在解决实际问题时遇到困难。因此,在数学教育中培养学生对概念的理解和批判性推理能力,而非仅仅依靠死记硬背,这对学生掌握成功就业所需的技能至关重要。研究问题本研究将回答以下研究问题:电子教科书在促进工程数学概念理解方面的效果如何?研究目的/重点:本研究旨在调查以电子教科书为学习工具的工程数学概念学习。研究方法:本定性案例研究探讨了作为自适应技术的电子教科书,其功能包括人工智能,允许学生通过与数字文本互动、观看真实世界数学概念的视频、回答有关概念的快速测验,以及练习和掌握进一步的数学原理和概念来加深理解。本研究以南非一所理工大学的工程学一年级学生和讲师为研究对象。采用 ATLAS.ti 分析软件对访谈录进行分析。理论框架:研究人员通过文化历史活动理论(CHAT)和沃斯尼阿杜的概念变化概念对本研究的数据进行了分析,从而解释了学生在使用电子教科书解决数学问题时所经历的复杂的真实世界情境。建议:本文介绍的工作对未来数学研究中的概念学习研究具有启示意义,并可为工程数学概念的学习提供机会,特别是在发展中国家。这是因为它提供了适合这些国家具体需求和挑战的新颖教学方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing Conceptual Understanding in Engineering Mathematics Through E-Textbooks
Background: The COVID-19 pandemic and the shift to digital learning materials have dramatically reduced the use of paper-based textbooks in higher education. In the field of engineering, students need a comprehensive understanding of mathematical concepts, which can be achieved through the use of e-textbooks. These digital learning materials can provide a more comprehensive and effective learning experience by incorporating a variety of multimedia elements, such as audio, visual aids, and interactive features. Rationale/Relevance: Mathematics students are expected to possess critical problem-solving skills, yet they are rarely asked to elaborate on and explain their mathematical reasoning and concepts through written argument in the engineering mathematics classroom. While students may excel in formula manipulation, they may still possess misconceptions about mathematical principles and concepts. A reliance on mechanical and procedural approaches, such as formula application, without proper conceptual understanding can result in serious misunderstandings of mathematics and its real-world applications. Without the ability to reason about mathematical concepts, students may struggle to connect what they are learning in class with real-world scenarios, leading to difficulties in solving practical problems. It is, therefore, crucial to foster conceptual understanding and critical reasoning skills in mathematics education, rather than solely relying on memorisation, in order to equip students with the necessary skills to succeed in their careers. Research Problem/ Research Question: This study will answer the following research question:How effective are e-textbooks in promoting conceptual understanding of engineering mathematics? Aim of the Study/Focus: The purpose of this study is to investigate conceptual learning in engineering mathematics using an e-textbook as a learning tool. Methodology: This qualitative case study explores e-textbooks as adaptive technology, with functionalities that include artificial intelligence allowing students to develop their understanding by interacting with digital text, watching videos of real-world mathematics concepts, and responding to quick quizzes on concepts; as well as practising and mastering further mathematical principles and concepts. It focuses on first-year engineering students and lecturers at a University of Technology in South Africa. The analysis of interview recordings was done with ATLAS.ti. analytical software. Theoretical Framework: The data from this study was analyzed through the lenses of cultural historical activity theory (CHAT) and Vosniadou’s notion of conceptual change, allowing the researchers to explain complex real-world situations that students experience when engaging with the e-textbook to solve mathematics problems. Recommendations: The work presented here has implications for future studies of conceptual learning in mathematics research and may provide opportunities around learning engineering mathematical concepts, particularly in the context of developing countries. This is because it offers novel instructional approaches that are tailored to the specific needs and challenges of these countries.
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来源期刊
IEEE Transactions on Education
IEEE Transactions on Education 工程技术-工程:电子与电气
CiteScore
5.80
自引率
7.70%
发文量
90
审稿时长
1 months
期刊介绍: The IEEE Transactions on Education (ToE) publishes significant and original scholarly contributions to education in electrical and electronics engineering, computer engineering, computer science, and other fields within the scope of interest of IEEE. Contributions must address discovery, integration, and/or application of knowledge in education in these fields. Articles must support contributions and assertions with compelling evidence and provide explicit, transparent descriptions of the processes through which the evidence is collected, analyzed, and interpreted. While characteristics of compelling evidence cannot be described to address every conceivable situation, generally assessment of the work being reported must go beyond student self-report and attitudinal data.
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