基于学习分析技术的中小学教师远程培训效果影响因素实证研究

该研究运用相关分析、多元回归分析以及社会网络分析等学习分析技术，对中小学教师的基本信息数据以及在Moodle学习管理平台上的远程学习行为数据进行深入分析，指出影响培训效果的主要因素以及在社会交互方面的问题，并辅以个别访谈法对分析结果进行印证。该研究获取的分析结果在课程内容设计、交互的级深发展、学习任务设计、测试的自动反馈设计以及辅导教师的指导和干预等方面为我们带来了有益启示，可为今后开展教师远程培训提供指导和借鉴，以期更好地改善教师远程培训效果。

This study analyzes K12 teacher profiles and distance learning process data in Moodle learning management platform by using learning analytics technology， such as the correlation analysis， multiple regression analysis and social network analysis， points the factors which affect the training effect and social interaction. And the analysis results were supplemented by individual interview. According to the results of the analysis， we have gained enlightenments in the design of curriculum contents， interaction organization， learning tasks， feedback of test and the guidance and intervention for tutors in order to improve quality and effectiveness of teacher’s distance training.