Role of technology anxiety within UTAUT in understanding non-user adoption intentions to virtual learning environments: the state university lecturers' perspective

IF 0.8 Q3 EDUCATION & EDUCATIONAL RESEARCH International Journal of Technology Enhanced Learning Pub Date : 2021-03-25 DOI:10.1504/IJTEL.2021.10036681
Asanka Gunasinghe, S. Nanayakkara
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引用次数: 7

Abstract

Aim of this study is to examine the significance of technology anxiety within the UTAUT framework by determining VLE adoption intentions of Sri Lankan state university lecturers. A developing country like Sri Lanka can potentially expand higher education sector potentials through ICT integration into the state universities. Thus, understanding lecturer's perceptions about educational technologies such as VLEs is valuable. An online survey tool was used for data collection. # 219 valid responses were obtained. Data analysed using structured equation modelling. By adding technology anxiety as an external component (i.e., affection) to UTAUT factors (mainly cognitive and behavioural), this study enhanced the response power of the framework. Further, the theorised relationships between UTAUT factors and technology anxiety would fulfil the gap in the lack of literature that connects affective, cognitive components to predict technology adoption. Results revealed that performance expectancy and facilitating conditions have positive correlations with VLE adoption intention, while technology anxiety confirms its significant negative effect on the same. Further, it was found that technology anxiety has positive effects on both performance expectancy and effort expectancy although only PE indicate a mediation effect. The effect of technology anxiety on all hypothesised relationships was moderated by lecturer's age and gender.
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UTAUT内部技术焦虑在理解非用户对虚拟学习环境的采用意图中的作用:州立大学讲师的视角
本研究的目的是通过确定斯里兰卡国立大学讲师的VLE采用意图来检验技术焦虑在UTAUT框架内的意义。像斯里兰卡这样的发展中国家可以通过将信息通信技术整合到国立大学中来扩大高等教育部门的潜力。因此,了解讲师对VLEs等教育技术的看法是有价值的。使用在线调查工具收集数据。获得了219个有效答复。数据分析使用结构化方程模型。本研究通过将技术焦虑作为外部成分(即情感)添加到UTAUT因素(主要是认知和行为)中,增强了框架的反应能力。此外,UTAUT因素与技术焦虑之间的理论化关系将填补缺乏将情感、认知成分联系起来预测技术采用的文献的空白。结果表明,绩效期望和促进条件与VLE采用意愿呈正相关,而技术焦虑对其具有显著的负向影响。此外,我们发现技术焦虑对绩效期望和努力期望都有正向影响,尽管只有PE存在中介效应。技术焦虑对所有假设关系的影响受到讲师年龄和性别的调节。
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来源期刊
International Journal of Technology Enhanced Learning
International Journal of Technology Enhanced Learning EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
3.80
自引率
6.70%
发文量
28
期刊介绍: IJTEL focuses on promoting and disseminating research in e-learning and distance education worldwide. It encourages multidisciplinary research in online learning/teaching, technology-enabled design and deployment of academic programmes, teaching projects and initiatives, emerging technologies and applications, blended online and face-to-face teaching modes, materials and pedagogy. IJTEL aims: to provide holistic, multidisciplinary discussion on technology-enhanced learning research; to promote international collaboration and the exchange of ideas/know-how on technology-enhanced learning; and to investigate strategies on how technology-enhanced learning can promote sustainable development. Topics covered include: -Technology enhanced learning (TEL) domain -Key issues: effective strategies, learning models/theories -ICT deployment in education: policy, integration, extensibility, interoperability -Pedagogical theories/models, constructivist approaches -Collaborative/context aware/personalised approaches -Communities of learners -Web 2.0, semantic web -Adaptive/personalised hypermedia, metadata/content standards -Free/open source software, ubiquitous/pervasive/grid technologies -Intelligent agents, learning management systems, emerging technologies -TEL practices in different educational/learning contexts -Surveys of TEL adoption in education -TEL tools/emerging technologies, new generation TEL -Government policies for TEL promotion -Challenges, future of TEL, roadmaps for the future
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