Mustafa Sohaib, Qiao Yu, Yan Xin, Anwar Aliya, Hao Tengyue, Rana Sehrish
College of Economics and Management, Beijing University of Technology, Beijing, China.
Faculty of Education, University of Malaya, Kuala Lumpur, Malaysia.
Front Psychol. 2022 Jul 22;13:956281. doi: 10.3389/fpsyg.2022.956281. eCollection 2022.
During the COVID-19 pandemic, online teaching modes were found vital to continue students' learning process, but sustainable implementation of online teaching models is an area of concern for policymakers. Psychiatrists are also eager to know students' behavior toward learning and modes of teaching during COVID-19. We have drawn a model based on the big five personality traits to study students' satisfaction with online teaching modes and their adoption intentions toward online teaching modes. We have collected data from 718 bachelor's and master's level students from four different universities. We have applied the SEM-ANN dual-stage approach to test personality traits' influence and ranked them based on their normalized importance. The results revealed that agreeableness, conscientiousness, neuroticism, and openness positively influence students' satisfaction with online teaching models, but that extraversion negatively influences their satisfaction. Agreeableness, extraversion, and neuroticism positively impact, but openness negatively influences. Conscientiousness does not affect adoption intention. Furthermore, agreeableness is the most significant, and conscientiousness is the least important factor for students to adopt online teaching modes. The findings of the study have useful perceptiveness for educational policymakers, academics, and psychiatrists.
在新冠疫情期间,人们发现在线教学模式对于延续学生的学习进程至关重要,但在线教学模式的可持续实施是政策制定者所关注的一个领域。精神科医生也急于了解新冠疫情期间学生的学习行为和教学模式。我们绘制了一个基于大五人格特质的模型,以研究学生对在线教学模式的满意度及其对在线教学模式的采用意愿。我们从四所不同大学的718名本科和硕士水平的学生中收集了数据。我们应用了结构方程模型-人工神经网络双阶段方法来测试人格特质的影响,并根据其归一化重要性对它们进行排名。结果显示,宜人性、尽责性、神经质和开放性对学生对在线教学模式的满意度有积极影响,但外向性对其满意度有负面影响。宜人性、外向性和神经质有积极影响,但开放性有负面影响。尽责性不影响采用意愿。此外,宜人性是学生采用在线教学模式最重要的因素,而尽责性是最不重要的因素。该研究结果对教育政策制定者、学者和精神科医生具有有益的洞察力。