Impact of technology self-efficacy on online learning effectiveness during the COVID-19 pandemic

被引:15
作者
Rahman, Muhammad Khalilur [1 ,2 ]
Bhuiyan, Miraj Ahmed [3 ]
Hossain, Mohammad Mainul [4 ]
Sifa, Rolee [5 ]
机构
[1] Univ Malaysia Kelantan, Fac Entrepreneurship & Business, Pengkalan Chepa, Malaysia
[2] Univ Malaysia Kelantan, Angkasa Umk Res Acad AURA, Pengkalan Chepa, Malaysia
[3] Guangdong Univ Finance & Econ, Sch Econ, Guangzhou, Peoples R China
[4] Univ Malaya, Fac Arts & Social Sci, Kuala Lumpur, Malaysia
[5] TasTAFE, Tech & Further Educ Inst, Hobart, Australia
关键词
COVID-19; pandemic; Technology self-efficacy; Online learning; Higher education; User innovativeness; STUDENTS BEHAVIORAL INTENTION; PERCEIVED USEFULNESS; ACCEPTANCE MODEL; UNIVERSITY-STUDENTS; EASE; EDUCATION; VARIANCE; ADOPTION; ANTECEDENTS; PERCEPTIONS;
D O I
10.1108/K-07-2022-1049
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
PurposeThe impact of the COVID-19 pandemic provides the scope to conduct online classes in the university teaching methods. This study aims to investigate the impact of technology self-efficacy on students' behavioral intention on the effectiveness of online learning.Design/methodology/approachThis study was conducted with 323 university students using the online survey platform. Data analysis was acquired by implementing the partial least squares technique to obtain the results.FindingsThe findings revealed that the COVID-19 pandemic affects technology self-efficacy. Technology self-efficacy has a significance on perceived usefulness (PU) and ease of use, which influences students' behavioral intention to use online learning effectively. The results identified that user innovativeness facilitated the relationship between PU and behavioral intention to use online learning efficiency.Originality/valueThis study has a significant insight into the higher educational institutes and academia that lessons from the impact of the COVID-19 pandemic on technology self-efficacy toward online learning effectiveness.
引用
收藏
页码:2395 / 2415
页数:21
相关论文
共 105 条
[1]   Developing a General Extended Technology Acceptance Model for E-Learning (GETAMEL) by analysing commonly used external factors [J].
Abdullah, Fazil ;
Ward, Rupert .
COMPUTERS IN HUMAN BEHAVIOR, 2016, 56 :238-256
[3]   Behavioral intention, use behavior and the acceptance of electronic learning systems: Differences between higher education and lifelong learning [J].
Agudo-Peregrina, Angel F. ;
Hernandez-Garcia, Angel ;
Pascual-Miguel, Felix J. .
COMPUTERS IN HUMAN BEHAVIOR, 2014, 34 :301-314
[4]   Determinants of patients' satisfaction and trust toward healthcare service environment in general practice clinics [J].
Ai, Yun ;
Rahman, Muhammad Khalilur ;
Newaz, Md. Shah ;
Gazi, Md. Abu Issa ;
Rahaman, Md. Atikur ;
Mamun, Abdullah Al ;
Chen, Xia .
FRONTIERS IN PSYCHOLOGY, 2022, 13
[5]  
Al-Adwan A., 2013, INT J ED DEV USING I, V9, P1
[6]   Perceived usefulness, perceived ease-of-use and faculty acceptance of electronic books An empirical investigation of Sultan Qaboos University, Oman [J].
Al-Suqri, Mohammed Nasser .
LIBRARY REVIEW, 2014, 63 (4-5) :276-294
[7]   Jordanian consumers' adoption of telebanking Influence of perceived usefulness, trust and self-efficacy [J].
Alalwan, Ali A. ;
Dwivedi, Yogesh K. ;
Rana, Nripendra P. ;
Simintiras, Antonis C. .
INTERNATIONAL JOURNAL OF BANK MARKETING, 2016, 34 (05) :690-709
[8]  
Alamsyah, 2022, 2022 3 INT C BIG DAT, P79, DOI DOI 10.1109/IBDAP55587.2022.9907261
[9]  
Ally M, 2008, THEORY AND PRACTICE OF ONLINE LEARNING, 2ND EDITION, P15
[10]   Exploring the critical challenges and factors influencing the E-learning system usage during COVID-19 pandemic [J].
Almaiah, Mohammed Amin ;
Al-Khasawneh, Ahmad ;
Althunibat, Ahmad .
EDUCATION AND INFORMATION TECHNOLOGIES, 2020, 25 (06) :5261-5280