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Integrating Quantitative Thinking into an Introductory Biology Course Improves Students’ Mathematical Reasoning in Biological Contexts

机译:将量化思维整合到生物学入门课程中可以提高学生在生物学背景下的数学推理能力

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摘要

Recent calls for improving undergraduate biology education have emphasized the importance of students learning to apply quantitative skills to biological problems. Motivated by students’ apparent inability to transfer their existing quantitative skills to biological contexts, we designed and taught an introductory molecular and cell biology course in which we integrated application of prerequisite mathematical skills with biology content and reasoning throughout all aspects of the course. In this paper, we describe the principles of our course design and present illustrative examples of course materials integrating mathematics and biology. We also designed an outcome assessment made up of items testing students’ understanding of biology concepts and their ability to apply mathematical skills in biological contexts and administered it as a pre/postcourse test to students in the experimental section and other sections of the same course. Precourse results confirmed students’ inability to spontaneously transfer their prerequisite mathematics skills to biological problems. Pre/postcourse outcome assessment comparisons showed that, compared with students in other sections, students in the experimental section made greater gains on integrated math/biology items. They also made comparable gains on biology items, indicating that integrating quantitative skills into an introductory biology course does not have a deleterious effect on students’ biology learning.
机译:最近改善本科生生物学教育的呼吁强调了学生学习将定量技能应用于生物学问题的重要性。出于学生明显无法将其现有的定量技能转移到生物学环境的动机,我们设计并教授了分子和细胞生物学入门课程,在该课程中,我们将必修的数学技能的应用与生物学内容和推理相结合,贯穿该课程的各个方面。在本文中,我们描述了课程设计的原理,并举例说明了将数学和生物学相结合的课程材料。我们还设计了一项结果评估,该评估包括测试学生对生物学概念的理解以及他们在生物学环境中应用数学技能的能力的项目,并将其作为课前/课后测试在实验部分和同一课程的其他部分进行管理。课前成绩证实学生无法自发地将其必备的数学技能转移到生物学问题上。课前/课后结果评估的比较表明,与其他部分的学生相比,实验部分的学生在综合数学/生物学项目上有更大的收获。他们还在生物学项目上取得了可比的进步,表明将定量技能整合到生物学入门课程中不会对学生的生物学学习产生有害影响。

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