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Understanding and predicting teachers' intention to use cloud computing in smart education

机译:了解和预测教师在智能教育中使用云计算的意图

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摘要

Purpose - Applying cloud computing (CC) in education is a great opportunity to globalize knowledge with the minimum costs and maximum accessibility. This study aims to understand and predict teacher intention to use cloud commuting as infrastructure in Smart education. Design/methodology/approach - This was a cross-sectional study in which faculty members' perception concerning CC services adoption in education were assessed based on the extended model of theory of planned behavior, by researcher-developed questionnaire (α = 0.9). Collected data were analyzed by regression analysis and the final model was tested by structural equation modeling. Findings - Attitude towards the behavior, perceived behavior control and privacy; had direct and significant associations with faculty members' intention to use CC. However, subjective norms (ρ=0.311) and security (ρ = 0.505) were not significant predictors of intention to use CC. Originality/value - The results of this study elucidate the critical factors associated with teacher's behavioral intentions toward CC services and also serve as a valuable reference for education sector to plan for the better use of these services. The presented model can be considered as best practice framework for adapting cloud commuting as infrastructure in education. Applying CC services in education is great opportunity and should be subsequently the major concern of educational organizations. This study clearly identified significant and non-significant factors that should be considered when successful implementation on could computing services is in progress.
机译:目的 - 在教育中应用云计算(CC)是全球化知识的绝佳成本和最大可访问性的绝佳机会。本研究旨在了解和预测在智能教育中使用云通勤作为基础设施的教师意图。设计/方法/方法 - 这是根据研究员开发的调查问卷(α= 0.9)基于计划行为理论的扩展模型评估教师在教育中采用教育通过的横断面研究。通过回归分析分析收集的数据,并通过结构方程建模测试了最终模型。调查结果 - 对行为,感知行为控制和隐私的态度;与教职员工的意图有直接和重要的协会,以使用CC。然而,主观规范(ρ= 0.311)和安全性(ρ= 0.505)不是有意使用CC的意图预测因子。原创性/价值 - 本研究结果阐明了与教师对CC服务的行为意图相关的关键因素,也是教育部门的有价值的参考,计划更好地利用这些服务。呈现的模型可被视为适应云通勤作为教育中的基础设施的最佳实践框架。在教育中申请CC服务是一个很好的机会,随后应该是教育组织的主要关注点。本研究清楚地确定了在成功实施可以进行计算服务时应考虑的重要和非重大因素。

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