Factors That Affect E-Learning Platforms after the Spread of COVID-19: Post Acceptance Study

被引:11
|
作者
Al-Maroof, Rana Saeed [1 ]
Alhumaid, Khadija [2 ]
Akour, Iman [3 ]
Salloum, Said [4 ,5 ]
机构
[1] Al Buraimi Univ Coll, English Language & Linguist Dept, Al Buraimi 512, Oman
[2] Zayed Univ, Coll Educ, Abu Dhabi 144534, U Arab Emirates
[3] Univ Sharjah, Informat Syst Dept, Coll Comp & Informat, Sharjah 27272, U Arab Emirates
[4] Univ Salford, Sch Sci Engn & Environm, Manchester M5 4WT, Lancs, England
[5] Univ Sharjah, Machine Learning & NLP Res Grp, Sharjah 27272, U Arab Emirates
关键词
fear of vaccination; post-acceptance; critical mass; self-efficiency; daily routine; PERCEIVED CRITICAL MASS; SELF-EFFICACY; HIGHER-EDUCATION; FIT INDEXES; ADOPTION; STUDENTS; TECHNOLOGY; PLS; MOTIVATION; UNIVERSITY;
D O I
10.3390/data6050049
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fear of vaccines has led to population rejection due to various reasons. Students have had their own inquiries towards the effectiveness of the vaccination, which leads to vaccination hesitancy. Vaccination hesitancy can affect students' perception, hence, acceptance of e-learning platforms. Therefore, this research attempts to explore the post-acceptance of e-learning platforms based on a conceptual model that has various variables. Each variable contributes differently to the post-acceptance of the e-learning platform. The research investigates the moderating role of vaccination fear on the post-acceptance of e-learning platforms among students. Thus, the study aims at exploring students' perceptions about their post-acceptance of e-learning platforms where vaccination fear functions as a moderator. The current study depends on an online questionnaire that is composed of 29 items. The total number of respondents is 630. The collected data was implemented to test the study model and the proposed constructs and hypotheses depending on the Smart PLS Software. Fear of vaccination has a significant impact on the acceptance of e-learning platforms, and it is a strong mediator in the conceptual model. The findings indicate a positive effect of the fear of vaccination as a mediator in the variables: perceived ease of use and usefulness, perceived daily routine, perceived critical mass and perceived self-efficiency. The implication gives a deep insight to take effective steps in reducing the level of fear of vaccination, supporting the vaccination confidence among educators, teachers and students who will, in turn, affect the society as a whole.
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页数:20
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