Structural Equation Modeling for Acceptance of Cloud Computing

W. Ahmed, S. M. Hizam, Ilham Sentosa, Jawad Ali, Toqeer Ali
{"title":"Structural Equation Modeling for Acceptance of Cloud Computing","authors":"W. Ahmed, S. M. Hizam, Ilham Sentosa, Jawad Ali, Toqeer Ali","doi":"10.1109/AECT47998.2020.9194206","DOIUrl":null,"url":null,"abstract":"As the disruptive innovations are being penetrated to each level of society, the acceptance of modern technology is regulating the education activities. Managing the educational usage of computing through cloud applications is a matter of discussion nowadays. The aim of this study is to instigate the assessment of the adoption of cloud computing from end-users perspective. Technology acceptance model is applied to assess the behavioural intention towards the adoption of cloud computing. An online survey was conducted with close-ended questionnaire. Data was collected from 298 respondents. Structural equation modeling (SEM) was conducted to undertake the model fit and path analysis through AMOS software. The analysis demonstrates that perceived usefulness and personal innovativeness are most significant element towards behaviour shaping while the subjective norm is found insignificant towards cloud computing use. The study will help to focus on individual-level innovativeness in academia.","PeriodicalId":331415,"journal":{"name":"2019 International Conference on Advances in the Emerging Computing Technologies (AECT)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Advances in the Emerging Computing Technologies (AECT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AECT47998.2020.9194206","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

As the disruptive innovations are being penetrated to each level of society, the acceptance of modern technology is regulating the education activities. Managing the educational usage of computing through cloud applications is a matter of discussion nowadays. The aim of this study is to instigate the assessment of the adoption of cloud computing from end-users perspective. Technology acceptance model is applied to assess the behavioural intention towards the adoption of cloud computing. An online survey was conducted with close-ended questionnaire. Data was collected from 298 respondents. Structural equation modeling (SEM) was conducted to undertake the model fit and path analysis through AMOS software. The analysis demonstrates that perceived usefulness and personal innovativeness are most significant element towards behaviour shaping while the subjective norm is found insignificant towards cloud computing use. The study will help to focus on individual-level innovativeness in academia.
云计算接受的结构方程建模
随着颠覆性创新渗透到社会的各个层面,对现代技术的接受正在规范教育活动。通过云应用程序管理计算的教育用途是当今讨论的一个问题。本研究的目的是从最终用户的角度出发,对云计算的采用进行评估。采用技术接受模型对采用云计算的行为意向进行评估。采用封闭式问卷进行在线调查。数据收集自298名受访者。采用结构方程建模(SEM),通过AMOS软件进行模型拟合和通径分析。分析表明,感知有用性和个人创新性是影响行为形成的最重要因素,而主观规范对云计算的使用并不重要。这项研究将有助于关注学术界个人层面的创新。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信