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Impact of information literacy, self-directed learning skills, and academic emotions on high school students’ online learning engagement: A structural equation modeling analysis

心理学 结构方程建模 调解 教育技术 数学教育 学生参与度 自我效能感 协作学习 社会心理学 计算机科学 社会学 社会科学 机器学习
作者
Huan Li,Sha Zhu,Di Wu,Harrison Hao Yang,Qing Guo
出处
期刊:Education and Information Technologies [Springer Science+Business Media]
卷期号:28 (10): 13485-13504 被引量:36
标识
DOI:10.1007/s10639-023-11760-2
摘要

The adoption of online learning for adolescent students accelerated with the outbreak of the COVID-19 pandemic. However, few studies have investigated the mechanisms influencing adolescent students' online learning engagement systematically and comprehensively. This study applied the Presage-Process-Product (3P) model of learning to investigate the direct effects of presage factors (i.e., information literacy and self-directed learning skills) and process factors (i.e., academic emotions) on high school students' online learning engagement; and the mediating role of process factors. Data from 1993 high school students in China (49.3% males and 50.7% females) were analyzed using structural equation modeling. The result showed that students' information literacy, self-directed learning skills, and positive academic emotions positively predicted their online learning engagement. Moreover, the positive impact of self-directed learning skills on students' online learning engagement was significantly and largely enhanced through the mediation effects of positive academic emotions (β = 0.606, 95% CI = [0.544, 0.674]). Based on these results, to enhance adolescent students' online learning engagement, it is important for school administrators, teachers, and parents to improve students' information literacy, self-directed learning skills, and positive academic emotions.
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