Sleep quality as a mediating role in general health and academic performance in the context of sustainable education

Ting Tin Tin, Lim Chia Ee, Jackson Chai Jok Rong, Samyuktha A/P Mohan
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Abstract

One of the most important factors influencing a student's life is their academic performance as it contributes to their success.  It is also known that poor sleep quality can consequently cause students to obtain poor academic grades. There are many different studies that assess the relationship between general health and educational performance. However, this study emphasizes the mediation effect of sleep quality on the relationship between general health and academic performance which was not common in other studies conducted. The ICPSR’s National Longitudinal Study of Adolescents dataset was specifically DS 8 (home data) and DS 16(education data) which were merged and cleaned using SPSS. Pearson’s correlation and mediation analysis are performed to test the relationship between sleep quality, general health  and academic performance using SPSS Macro Process 4.0. The results of this study revealed that mental health was negatively correlated with academic performance. Physical health was also found to have a positive relationship with academic performance. The results of the mediation analysis showed that sleep was not a mediating factor in the relationship between academic performance and physical or mental health.   This study plays an important role in providing a better understanding of the mediating role of sleep and also the direct and indirect effects of general health on academic performance. The insights provided can be useful to improve the educational achievements of students by ensuring that their general health is well-maintained and contribute to educational data analytics and education quality.
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睡眠质量在可持续教育背景下对总体健康和学习成绩的中介作用
影响学生生活的最重要因素之一就是他们的学习成绩,因为这关系到他们的成败。 众所周知,睡眠质量差会导致学生学习成绩差。有许多不同的研究评估了一般健康与学习成绩之间的关系。然而,本研究强调睡眠质量对一般健康与学习成绩之间关系的中介作用,这在其他研究中并不常见。本研究使用 SPSS 对 ICPSR 的全国青少年纵向研究数据集 DS 8(家庭数据)和 DS 16(教育数据)进行了合并和清理。使用 SPSS Macro Process 4.0 进行了皮尔逊相关分析和中介分析,以检验睡眠质量、总体健康和学习成绩之间的关系。研究结果显示,心理健康与学习成绩呈负相关。身体健康与学习成绩也呈正相关。中介分析的结果表明,睡眠不是学习成绩与身体或心理健康之间关系的中介因素。 这项研究在更好地理解睡眠的中介作用以及一般健康对学习成绩的直接和间接影响方面发挥了重要作用。所提供的见解有助于通过确保学生保持良好的总体健康状况来提高他们的学习成绩,并有助于教育数据分析和教育质量的提高。
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