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生命科学专业学生对数学-生物学任务的重视程度与学生特征相关,并能预测其修读定量生物学课程的可能性。

Life Science Majors' Math-Biology Task Values Relate to Student Characteristics and Predict the Likelihood of Taking Quantitative Biology Courses.

作者信息

Andrews Sarah E, Aikens Melissa L

机构信息

Department of Biological Sciences, University of New Hampshire, Durham, NH 03824.

出版信息

J Microbiol Biol Educ. 2018 Jul 31;19(2). doi: 10.1128/jmbe.v19i2.1589. eCollection 2018.

Abstract

Expectancy-value theory of achievement motivation predicts that students' task values, which include their interest in and enjoyment of a task, their perceptions of the usefulness of a task (utility value), and their perceptions of the costs of engaging in the task (e.g., extra effort, anxiety), influence their achievement and academic-related choices. Further, these task values are theorized to be informed by students' sociocultural background. Although biology students are often considered to be math-averse, there is little empirical evidence of students' values of mathematics in the context of biology (math-biology task values). To fill this gap in knowledge, we sought to determine 1) life science majors' math-biology task values, 2) how math-biology task values differ according to students' sociocultural background, and 3) whether math-biology task values predict students' likelihood of taking quantitative biology courses. We surveyed life science majors about their likelihood of choosing to take quantitative biology courses and their interest in using mathematics to understand biology, the utility value of mathematics for their life science career, and the cost of doing mathematics in biology courses. Students on average reported some cost associated with doing mathematics in biology; however, they also reported high utility value and were more interested in using mathematics to understand biology than previously believed. Women and first-generation students reported more negative math-biology task values than men and continuing-generation students. Finally, students' math-biology task values predicted their likelihood of taking biomodeling and biostatistics courses. Instructional strategies promoting positive math-biology task values could be particularly beneficial for women and first-generation students, increasing the likelihood that students would choose to take advanced quantitative biology courses.

摘要

成就动机的期望 - 价值理论预测,学生的任务价值,包括他们对一项任务的兴趣和享受程度、他们对一项任务有用性的认知(实用价值)以及他们对参与该任务成本的认知(例如,额外的努力、焦虑),会影响他们的成就和与学业相关的选择。此外,从理论上讲,这些任务价值受学生的社会文化背景影响。尽管生物学专业的学生通常被认为厌恶数学,但在生物学背景下(生物 - 数学任务价值),关于学生数学价值的实证证据却很少。为了填补这一知识空白,我们试图确定:1)生命科学专业学生的生物 - 数学任务价值;2)生物 - 数学任务价值如何因学生的社会文化背景而不同;3)生物 - 数学任务价值是否能预测学生选修定量生物学课程的可能性。我们对生命科学专业学生进行了调查,询问他们选择选修定量生物学课程的可能性、他们对运用数学理解生物学的兴趣、数学对其生命科学职业的实用价值以及在生物学课程中学习数学的成本。学生平均报告了在生物学中学习数学存在一些成本;然而,他们也报告了较高的实用价值,并且对运用数学理解生物学的兴趣比之前认为的更高。与男性和非第一代学生相比,女性和第一代学生报告的生物 - 数学任务价值更消极。最后,学生的生物 - 数学任务价值预测了他们选修生物建模和生物统计学课程的可能性。促进积极的生物 - 数学任务价值的教学策略可能对女性和第一代学生特别有益,增加学生选择选修高级定量生物学课程的可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52fe/6067041/3408654b3a3a/jmbe-19-80f1.jpg

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