Sage Kara, Jackson Sophia, Fox Emily, Mauer Larissa
The College of Idaho, 2112 Cleveland Blvd, Caldwell, ID 83605 USA.
Smart Learn Environ. 2021;8(1):27. doi: 10.1186/s40561-021-00174-7. Epub 2021 Nov 1.
The COVID-19 pandemic caused many colleges to quickly shift to virtual learning, leading students to rely on technology to complete coursework while also experiencing new situations and stressors. The present study explored students' technology use in their online course in conjunction with several student outcomes and individual difference measures. Ninety-six undergraduate students were surveyed about devices used and their perceptions of those devices. In addition, the survey measured students' engagement, motivation, procrastination, perceived stress, and self-efficacy. It also asked students to report their current grade as well as how satisfied and isolated they felt in their course. Relationships emerged in predictable ways between course outcomes and individual difference measures. And though laptops were most used for coursework, more smartphone use related to lower feelings of isolation. Lower feelings of isolation then related to higher grades and less stress. Regression analyses confirmed that smartphone use explained unique variance in feelings of isolation, and further revealed that perceived stress consistently predicted all outcomes. From these results and complementary qualitative survey data, it seems that both laptops and smartphones hold importance for academics in the current context. Educators should further explore the role of device in students' experience as well as consider this information when designing online courses.
新冠疫情导致许多高校迅速转向虚拟学习,使得学生在依靠技术完成课程作业的同时,也面临着新的情况和压力源。本研究探讨了学生在网络课程中的技术使用情况,并结合了多项学生学习成果和个体差异指标进行分析。对96名本科生进行了关于所使用设备及其对这些设备看法的调查。此外,该调查还衡量了学生的参与度、动机、拖延行为、感知压力和自我效能感。调查还询问了学生目前的成绩以及他们在课程中的满意度和孤独感。课程学习成果与个体差异指标之间呈现出可预测的关系。虽然笔记本电脑最常用于课程作业,但更多地使用智能手机与较低的孤独感相关。较低的孤独感又与较高的成绩和较少的压力相关。回归分析证实,智能手机的使用解释了孤独感方面的独特差异,进一步表明感知压力始终能预测所有结果。从这些结果以及补充性的定性调查数据来看,在当前背景下,笔记本电脑和智能手机对学业都很重要。教育工作者应进一步探索设备在学生学习体验中的作用,并在设计网络课程时考虑这些信息。