Evaluating E-learning systems success: An empirical study

质量(理念) 差异(会计) 结构方程建模 电子学习 心理学 知识管理 信息质量 服务质量 信息系统 计算机科学 教育技术 服务(商务) 数学教育 营销 机器学习 工程类 业务 哲学 认识论 会计 电气工程
作者
Dimah Al-Fraihat,Mike Joy,Ra’ed Masa’deh,Jane Sinclair
出处
期刊:Computers in Human Behavior [Elsevier BV]
卷期号:102: 67-86 被引量:561
标识
DOI:10.1016/j.chb.2019.08.004
摘要

E-learning, as a direct result of the integration of technology and education, has emerged as a powerful medium of learning particularly using Internet technologies. The undeniable significance of e-learning in education has led to a massive growth in the number of e-learning courses and systems offering different types of services. Thus, evaluation of e-learning -systems is vital to ensure successful delivery, effective use, and positive impacts on learners. Based on an intensive review of the literature, a comprehensive model has been developed which provides a holistic picture and identifies different levels of success related to a broad range of success determinants. The model has been empirically validated by fitting the model to data collected from 563 students engaged with an e-learning system in one of the UK universities through a quantitative method of Partial Least Squares - Structural Equation Modelling (PLS-SEM). The determinants of e-learning perceived satisfaction are technical system quality, information quality, service quality, support system quality, learner quality, instructor quality, and perceived usefulness, which together explain 71.4% of the variance of perceived satisfaction. The drivers of perceived usefulness are technical system quality, information quality, support system quality, learner quality, and instructor quality, and these explain 54.2% of the variance of perceived usefulness. Four constructs were found to be the determinants of e-learning use, namely educational system quality, support system quality, learner quality, and perceived usefulness, and together they account for 34.1%. Finally, 64.7% of the variance of e-learning benefits was explained by perceived usefulness, perceived satisfaction, and use.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
2秒前
savesunshine1022完成签到,获得积分10
2秒前
2秒前
2秒前
FashionBoy应助中午吃什么采纳,获得10
2秒前
MFX完成签到,获得积分10
3秒前
从容的星月完成签到,获得积分10
3秒前
爆米花应助落叶归根采纳,获得10
5秒前
诚心的雪瑶完成签到,获得积分10
6秒前
冒险寻羊发布了新的文献求助10
7秒前
莫小丫完成签到 ,获得积分10
7秒前
7秒前
tzy完成签到,获得积分10
9秒前
9秒前
WWW发布了新的文献求助10
10秒前
10秒前
风凌渡完成签到,获得积分10
11秒前
白河应助姬昌采纳,获得10
12秒前
风轩轩发布了新的文献求助10
12秒前
12秒前
上官若男应助香辣沙河粉采纳,获得10
13秒前
感性的神级完成签到,获得积分0
14秒前
14秒前
14秒前
14秒前
15秒前
结实寒风完成签到,获得积分10
16秒前
坦率灵槐完成签到,获得积分10
17秒前
蜗牛发布了新的文献求助10
18秒前
18秒前
欧气青年完成签到,获得积分10
18秒前
19秒前
南宫书瑶发布了新的文献求助10
20秒前
JamesPei应助孤独的醉易采纳,获得10
20秒前
ndsddark发布了新的文献求助10
21秒前
三冬四夏发布了新的文献求助30
22秒前
zhang完成签到,获得积分10
22秒前
23秒前
24秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Organometallic Chemistry of the Transition Metals 800
Chemistry and Physics of Carbon Volume 18 800
The Organometallic Chemistry of the Transition Metals 800
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
The formation of Australian attitudes towards China, 1918-1941 640
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6437813
求助须知:如何正确求助?哪些是违规求助? 8252122
关于积分的说明 17558751
捐赠科研通 5496227
什么是DOI,文献DOI怎么找? 2898713
邀请新用户注册赠送积分活动 1875376
关于科研通互助平台的介绍 1716364