An Empirical Analysis of the Influential Factors of College Students' Academic Performance

Yansha Guo
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Abstract

Based on the scores of selected undergraduates with two kinds of educational system in an ordinary university, with the help of variance analysis and multiple regression, the effects of different factors and their interaction on the total scores and the scores of moral, intellectual and physical courses are studied by using the ideas of discovering (the difference of students' scores in different categories), verifying (the effect of influential factors and their interaction on students' scores) and analyzing (trends and causes of scores changed based on different factors ). The key results are as follows: (1) College students' scores are significantly correlated with time, gender, birthplace, starting point for admission and their interaction, but the influence of different factors on each course is diverse. (2) The scores of female students are higher than those of male students, especially public courses; in addition to public courses, the scores of technical-school-source students are higher than those of high-school-source students, especially moral courses; students with high entrance score remain excellent in college, especially specialized courses. (3) The students in the 1st and 2nd years have the lowest academic performance, the reason of which are that many students failed; the grades of specialized course determine the total grades. (4) Curriculum classification plays a key role in studying influential factors of college students' scores. The research can provide reference for practical teaching work.
大学生学业成绩影响因素的实证分析
本文以某普通高校两种教育体制的大学生为研究对象,运用方差分析和多元回归的方法,运用发现的思想,研究了不同因素及其交互作用对大学生德、智、体三门课程总分和不同类别学生成绩差异的影响。验证(影响因素及其相互作用对学生成绩的影响),分析(不同因素对学生成绩变化的趋势和原因)。主要结果如下:(1)大学生成绩与时间、性别、出生地、入学起点及其交互作用显著相关,但不同因素对各课程的影响存在差异。(2)女生成绩高于男生,尤其是公共课成绩;除公共课外,中专生成绩高于中专生,尤其是道德课;高考分数高的学生在大学里仍然很优秀,尤其是专业课。(3)一、二年级学生的学习成绩最低,原因是很多学生不及格;专业课成绩决定总成绩。(4)课程分类是研究大学生成绩影响因素的关键。本研究可为实际教学工作提供参考。
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