基于Logistic模型的大学生手机依赖程度与睡眠质量的相关性分析——以曲阜师范大学统计学院为例

Correlation Analysis of College Students’ Mobile Phone Dependence and Sleep Quality Based on Logistic Model—Take Statistics School of Qufu Normal University as an Example

摘要: 近年来，由于手机依赖而导致大学生睡眠不足和睡眠质量下降已引起广泛关注。科学研判手机依赖与睡眠质量的相关性，事关中国未来人才培养及教育政策走向。有鉴于此，本文以曲阜师范大学统计学院学生手机的依赖程度对睡眠质量的影响为例，利用单因素分析、t检验、F检验，分析手机依赖与睡眠质量的关系。采取调查问卷方法获取数据，用匹兹堡睡眠质量指数(Pittsburgh Sleep Quality Index, PSQI)量表及自制的大学生一般情况调查表、手机依赖情况调查表对207名不同年级的统计学院学生进行调查。与此同时，利用有序多分类Logistic回归模型并结合SPSS进行统计与数据分析。以期能够为各高校在培养人才方面提出相关的应对策略与实践参考。

Abstract: In recent years, the lack of sleep and the decline of sleep quality caused by mobile phone depend-ence have aroused widespread concern. Scientific research on the correlation between mobile phone dependence and sleep quality is related to China’s future talent training and education policy. In view of this, this paper takes the influence of mobile phone dependence on sleep quality of stu-dents in Statistics College of Qufu Normal University as an example, and analyzes the relationship between mobile phone dependence and sleep quality by using single factor analysis, t-test and F-test. Methods: The data were obtained by questionnaire. 207 students in different grades were investigated with Pittsburgh sleep quality index (PSQI), self-made questionnaire of College Students’ general situation and mobile phone dependence. At the same time, the ordinal multi classification logistic regression model combined with SPSS was used for statistical and data analysis, in order to be able to provide relevant strategies and practical reference for colleges and universities in the training of talents.