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生物学中的统计学教学:运用基于探究的学习强化生物学实验课程中对统计分析的理解。

Teaching statistics in biology: using inquiry-based learning to strengthen understanding of statistical analysis in biology laboratory courses.

作者信息

Metz Anneke M

机构信息

Department of Cell Biology and Neuroscience, Montana State University, Bozeman, MT 59717, USA.

出版信息

CBE Life Sci Educ. 2008 Fall;7(3):317-26. doi: 10.1187/cbe.07-07-0046.

Abstract

There is an increasing need for students in the biological sciences to build a strong foundation in quantitative approaches to data analyses. Although most science, engineering, and math field majors are required to take at least one statistics course, statistical analysis is poorly integrated into undergraduate biology course work, particularly at the lower-division level. Elements of statistics were incorporated into an introductory biology course, including a review of statistics concepts and opportunity for students to perform statistical analysis in a biological context. Learning gains were measured with an 11-item statistics learning survey instrument developed for the course. Students showed a statistically significant 25% (p < 0.005) increase in statistics knowledge after completing introductory biology. Students improved their scores on the survey after completing introductory biology, even if they had previously completed an introductory statistics course (9%, improvement p < 0.005). Students retested 1 yr after completing introductory biology showed no loss of their statistics knowledge as measured by this instrument, suggesting that the use of statistics in biology course work may aid long-term retention of statistics knowledge. No statistically significant differences in learning were detected between male and female students in the study.

摘要

生物科学专业的学生越来越需要在数据分析的定量方法方面打下坚实的基础。尽管大多数科学、工程和数学专业的学生至少需要修一门统计学课程,但统计分析在本科生物学课程中并未得到很好的整合,尤其是在低年级阶段。统计学元素被纳入一门生物学入门课程,包括对统计概念的复习以及让学生在生物学背景下进行统计分析的机会。通过为该课程开发的一份包含11个项目的统计学学习调查问卷来衡量学习成果。完成生物学入门课程后,学生的统计学知识有统计学意义上的显著提高,提高了25%(p < 0.005)。即使学生之前已经修过统计学入门课程,在完成生物学入门课程后,他们在调查问卷上的得分仍有所提高(提高了9%,p < 0.005)。在完成生物学入门课程1年后重新测试的学生,通过该调查问卷衡量,其统计学知识没有丢失,这表明在生物学课程中使用统计学可能有助于长期保留统计学知识。在该研究中,未检测到男女生在学习方面存在统计学上的显著差异。

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