College of International Students, Wuxi University, Wuxi 214105, China.
Department of Management Sciences, COMSATS University Islamabad, Lahore Campus, Lahore 54000, Pakistan.
Int J Environ Res Public Health. 2022 Mar 16;19(6):3520. doi: 10.3390/ijerph19063520.
This study determined the direct and indirect effects of medical students' online learning perceptions on learning outcomes via their readiness for online learning. It also determined the moderating effect of teachers' online teaching readiness on medical students' online learning perceptions and learning outcomes. We apply the theoretical lens of self-determination theory and constructivist theory to formulate hypotheses. We used self-administered and postal survey methods to collect data from fourth and fifth-year medical students on online learning perceptions, readiness for online learning, and learning outcomes in two waves. We also collected data from the teachers about their perceptions of online teaching readiness. We received 517 usable students' responses (Level-1) and 88 usable teachers' responses (Level-2). We tested Level-1 hypotheses about direct and indirect effects in Analysis of Moment Structures (AMOS), and a Level-2 hypothesis about moderating effect was tested using Hierarchical Linear Modeling (HLM). The results for the Level-1 hypotheses supported the positive effects of students' online learning perceptions and readiness for online learning on learning outcomes. Student readiness for online learning significantly mediated the relationship between online learning perceptions and learning outcomes. HLM results also supported a moderating effect of teachers' online teaching readiness on medical students' online learning perceptions and learning outcomes in such a way that learning outcomes were high when students' online learning perceptions and teachers' online teaching readiness were high. Based on the study's findings, we offer contributions to theory and practice.
本研究通过学生对在线学习的准备情况,确定了医学生在线学习认知对学习成果的直接和间接影响。此外,本研究还确定了教师在线教学准备情况对医学生在线学习认知和学习成果的调节作用。我们运用自我决定理论和建构主义理论的理论视角来制定假设。我们采用自填式和邮寄式问卷调查方法,分两波从四年级和五年级医学生那里收集了关于在线学习认知、在线学习准备情况和学习成果的数据。我们还从教师那里收集了他们对在线教学准备情况的看法。我们共收到 517 份有效学生问卷(第 1 水平)和 88 份有效教师问卷(第 2 水平)。我们在结构矩分析(Analysis of Moment Structures,AMOS)中检验了关于直接和间接影响的第 1 水平假设,并使用分层线性模型(Hierarchical Linear Modeling,HLM)检验了关于调节效应的第 2 水平假设。第 1 水平假设的结果支持了学生在线学习认知和在线学习准备情况对学习成果的积极影响。学生的在线学习准备情况显著中介了在线学习认知和学习成果之间的关系。HLM 结果还支持了教师在线教学准备情况对医学生在线学习认知和学习成果的调节作用,即当学生的在线学习认知和教师的在线教学准备情况较高时,学习成果也较高。基于研究结果,我们为理论和实践做出了贡献。