影响数字化个性化学习使用的因素

Noraisikin Sabani, Anita Jimmie, S. Salleh
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摘要

本研究旨在探讨影响大学生在正式和非正式领域使用数字技术进行个性化学习的行为意愿的不同因素。数据收集包括一份调查问卷,灌输与受访者人口特征相关的项目,以及基于技术接受与使用统一理论2理论框架的22个项目。样本包括203名在沙巴两所公立大学就读的东马来西亚本科生。调查结果表明,受访者具有不同的人口特征。此外,因子分析提取表明,基于Promax旋转,7个变量中只有6个成分被认为是显著的。多元线性回归分析显示,只有三个因素与使用数字化个性化学习的行为意愿显著相关:绩效预期、促进条件和社会影响。
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Factors Influencing the Use of Digital Learning Personalisation
This study aims to explore the different factors that may influence undergraduates' behavioural intention to use digital technology to personalize their learning, both in formal and informal spheres. The data collection included a survey questionnaire, inculcating items relating to the respondents' demographic profiling, and twenty-two items based on The Unified Theory of Acceptance and Use of Technology 2 theoretical framework. The sampling involves 203 East Malaysian undergraduates studying in two public universities in Sabah. The findings indicated that the respondents are of various demographic profiling. In addition, factor analysis extraction indicated only 6 components of the 7 variables are deemed significant, based on Promax rotation. Multiple linear regression analysis showed only three factors significantly correlated to the behavioural intention of using digital learning personalization: performance expectancy, facilitating conditions and social influence.
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