Role of technology anxiety within UTAUT in understanding non-user adoption intentions to virtual learning environments: the state university lecturers' perspective
{"title":"Role of technology anxiety within UTAUT in understanding non-user adoption intentions to virtual learning environments: the state university lecturers' perspective","authors":"Asanka Gunasinghe, S. Nanayakkara","doi":"10.1504/IJTEL.2021.10036681","DOIUrl":null,"url":null,"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.","PeriodicalId":45548,"journal":{"name":"International Journal of Technology Enhanced Learning","volume":"1 1","pages":""},"PeriodicalIF":0.8000,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Technology Enhanced Learning","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/IJTEL.2021.10036681","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
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.
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