Introducing an Instructional Model for Teaching Blended Math-Science Sensemaking in Undergraduate STEM Courses Using Computer Simulations

意会 数学教育 过程(计算) 认知 计算机科学 混合学习 结构方程建模 心理学 教育技术 知识管理 操作系统 机器学习 神经科学
作者
Leonora Kaldaras,Carl Wieman
出处
期刊:Cornell University - arXiv [Cornell University]
被引量:1
标识
DOI:10.48550/arxiv.2305.13451
摘要

The ability to express scientific concepts in mathematical terms and integrate scientific and mathematical reasoning about a phenomenon is a foundational cognitive process involved in scientific thinking. This process called blended math-science sensemaking (blended MSS) is a desired skill for all STEM students, but few students are learning it, and there is little research on how to teach it. In this work we introduce the development and testing of a novel instructional method for teaching blended (MSS) that is suitable for use in STEM courses in undergraduate and K-12 educational settings. This study builds on our past work on developing and validating a framework for characterizing in detail the cognitive levels involved in such sensemaking. This work uses the unique power of interactive simulations for assessing and developing blended MSS. We designed instructional activities to help students use blended MSS in the contexts of heat capacity and Coulombs law. The Heat Capacity activity was piloted in a freshmen Chemistry course and the Coulombs law activity was piloted in a freshmen Physics course. The results indicate that for students who came in with no knowledge of the relevant equation the activity supported the development of both the equation, and their understanding of the mathematical relationships of the equation. These results indicate that the teaching approach helps students engage in blended MSS at higher levels of cognitive complexity.

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