Behavioral Sciences Curriculum Enhanced with Mathematical Modeling

通过数学建模增强行为科学课程

• 批准号: 0341410
• 负责人: Robert Wyttenbach
• 金额: $ 15.99万
• 依托单位: Cornell University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2004
• 资助国家: 美国
• 起止时间: 2004-04-01 至 2006-12-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0341410&HistoricalAwards=false
• 关键词: Behavioral; Sciences; Curriculum; Enhanced; Mathematical

The Bio2010 report of the National Research Council identifies integration of mathematics into biology as an important part of modernizing the undergraduate curriculum. We propose to advance this goal in the behavioral sciences by producing a CD of interactive simulations and experiments in mathematical modeling. The behavioral sciences rely on mathematics not only for data analysis, but for models that explain behavior and its origins. However, undergraduate texts typically gloss over modeling, and there are few resources for those who would teach it. We are developing prototypes of modules covering a range of topics. They are intended to be used together in a course on behavior or singly in introductory biology, ecology, and evolution. Each starts with a video of a behavior and prompts students to consider the questions it raises. Next, students are led (both verbally and mathematically) through development of a model. Students then form hypotheses about the behavior and test their predictions with a graphical simulation of the model. While the mathematics behind these models does not go beyond algebra, the effect of varying parameters is often not obvious. Interactive simulations allow students to explore on their own as they develop understanding of modeling and a feel for the link between model parameters and behavior. The intellectual merits of this project are the improvement of the undergraduate biology curriculum by introducing mathematical modeling in a context that is accessible and interesting to students and the use of technology to advance teaching goals that cannot otherwise be met. This project is having an immediate impact in Cornell's large animal behavior course, where we are doing initial testing. Broader impact will come from publication of the material and usenationwide in other colleges and universities. Faculty from departments of biology, psychology, anthropology, and mathematics at a variety of other institutions have indicated need for this material and willingness to test it in their classes as part of our evaluation plan. Several publishers, including that of the most widely used animal behavior text, have shown interest, making nationwide dissemination certain.

国家研究理事会的生物2010报告指出，将数学融入生物学是本科课程现代化的重要组成部分。我们建议通过制作一张数学建模中的交互式模拟和实验CD来推进行为科学中的这一目标。行为科学不仅依赖于数学进行数据分析，而且依赖于解释行为及其起源的模型。 然而，本科教材通常会掩盖建模，并且很少有资源可供教授建模的人使用。我们正在开发涵盖一系列主题的模块原型。它们可以在行为学课程中一起使用，也可以在生物学、生态学和进化论导论中单独使用。每一个都以一个行为的视频开始，并提示学生考虑它提出的问题。 接下来，学生们将（口头和数学）通过模型的开发。然后，学生们形成关于行为的假设，并用模型的图形模拟来测试他们的预测。 虽然这些模型背后的数学并没有超越代数，但改变参数的效果往往并不明显。 交互式模拟允许学生自己探索，因为他们发展建模的理解和模型参数和行为之间的联系的感觉。 该项目的智力优势是通过在学生可访问和有趣的背景下引入数学建模来改进本科生物学课程，并利用技术来推进无法满足的教学目标。 这个项目对康奈尔大学的大型动物行为课程产生了直接影响，我们正在进行初步测试。 更广泛的影响将来自出版的材料和usenwide在其他学院和大学。 来自其他各种机构的生物学，心理学，人类学和数学系的教师表示需要这种材料，并愿意在他们的课堂上测试它作为我们评估计划的一部分。 几家出版商，包括最广泛使用的动物行为文本的出版商，都表现出了兴趣，使全国范围内的传播成为必然。