Department of Biological Sciences, University of New Hampshire, Durham, NH 03824.
Digital and Computational Studies Program, Bates College, Lewiston, ME 04240.
CBE Life Sci Educ. 2021 Mar;20(1):ar5. doi: 10.1187/cbe.20-06-0124.
The next generation of life science professionals will require far more quantitative skills than prior generations. Calculus is important for understanding dynamical systems in biology and, therefore, is often a required course for life science students. However, many life science students do not understand the utility value of mathematics to biology. Therefore, according to expectancy-value theory, life science students may experience lower motivation, which can impact their performance in a calculus course. This study examines how two different biocalculus courses, which integrated calculus and biological concepts and successfully halved the rates of students earning a D, F, or withdrawing (DFW), affected life science students' utility value, interest, and overall attitudes toward mathematics. Using pre and post surveys, we found that students' interest in mathematics increased by the end of the semester, and they demonstrated a more sophisticated understanding of how mathematics is used in biology. Students whose attitudes toward mathematics improved primarily attributed these changes to a better understanding of the utility of mathematics to biology, feelings of competence in mathematics, or rapport with the instructor. Thus, communicating the utility value of mathematics to biology through integrated mathematics-biology courses can contribute to improved attitudes toward mathematics that can impact students' motivation and performance.
下一代生命科学专业人员将需要比前几代人更多的定量技能。微积分对于理解生物学中的动态系统很重要,因此通常是生命科学专业学生的必修课程。然而,许多生命科学专业的学生并不理解数学对生物学的实用价值。因此,根据期望价值理论,生命科学专业的学生可能会体验到较低的学习动机,这可能会影响他们在微积分课程中的表现。本研究考察了两种不同的生物微积分课程如何影响生命科学专业学生的实用价值、兴趣和对数学的整体态度,这两种课程将微积分和生物学概念相结合,并成功地将获得 D、F 或退课(DFW)的学生比例减半。使用前测和后测调查,我们发现学生的数学兴趣在学期结束时有所提高,并且他们对数学在生物学中的应用有了更深入的理解。对数学态度有所改善的学生主要将这些变化归因于更好地理解了数学对生物学的实用价值、在数学方面的能力感或与教师的融洽关系。因此,通过整合数学和生物学的课程来传达数学对生物学的实用价值,可以促进对数学的积极态度,从而影响学生的学习动机和表现。