利用国际私立大学数据库研究数学能力和英语能力对研究生学业成绩的影响

Sumredj Aryupong, Pirat Amornsupasiri, Sittipon Sangsa-ard
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摘要

摘要本研究旨在探讨学生人口统计学与数学能力、英语能力的关系;考察学生学术背景与数学能力、英语能力的关系;利用国际私立大学数学能力、英语能力与研究生学业成绩之间的关系。本研究从国际私立大学的毕业生数据库中收集数据,用三组数据检验假设;第一组是由四个研究生批次(44-47批次)组合而成的,第二组是一个最新批次(47批次),第三组是从四个批次中抽取10%的样本。数据分析采用多元回归分析、独立样本t检验和单因素方差分析。结果显示,除高中类型影响数学能力外,性别、年龄、国籍等人口统计因素和学校类型、高中数学能力、专业等学历背景对数学能力和英语能力有影响。此外,数学和英语能力也会影响毕业生的表现。
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The Effect of Math Ability and English Ability on Graduate Academic Performance Using Database of the International Private University
       The purposes of this study are to examine the relationship between student demographics and Math ability and English ability; to examine the relationship between student academic background and Math ability and English ability; to examine the relationship between Math ability and English ability and graduate academic performance using database of the international private university. This study collected data of graduates from the database of the international private university to test hypotheses with three sets of data; the first set was combined from four graduate batches (batches 44-47), the second set was one latest batch (batch 47), and the third set was sample taking 10% from total four batches. Data were analyzed with multiple regression analysis, independent sample t-test, and one-way ANOVA. The results found that student demographics (gender, age, and nationality), and their academic background (types of school, math skills in high school, and majors) determined their Math ability and English ability, except types of high school on Math ability. In addition, both Math and English abilities also influenced graduate performance.
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