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Evaluation of Evidence-Based Practices in Online Learning: A Meta-Analysis and Review of Online Learning Studies

机译:在线学习循证实践的评估:在线学习研究的荟萃分析与回顾

摘要

A systematic search of the research literature from 1996 through July 2008 identified more than a thousand empirical studies of online learning. Analysts screened these studies to find those that (a) contrasted an online to a face-to-face condition, (b) measured student learning outcomes, (c) used a rigorous research design, and (d) provided adequate information to calculate an effect size. As a result of this screening, 51 independent effects were identified that could be subjected to meta-analysis. The meta-analysis found that, on average, students in online learning conditions performed better than those receiving face-to-face instruction. The difference between student outcomes for online and face-to-face classes—measured as the difference between treatment and control means, divided by the pooled standard deviation—was larger in those studies contrasting conditions that blended elements of online and face-to-face instruction with conditions taught entirely face-to-face. Analysts noted that these blended conditions often included additional learning time and instructional elements not received by students in control conditions. This finding suggests that the positive effects associated with blended learning should not be attributed to the media, per se. An unexpected finding was the small number of rigorous published studies contrasting online and face-to-face learning conditions for K–12 students. In light of this small corpus, caution is required in generalizing to the K–12 population because the results are derived for the most part from studies in other settings (e.g., medical training, higher education).
机译:从1996年到2008年7月对研究文献进行系统搜索,发现了超过一千项关于在线学习的实证研究。分析师筛选了这些研究,以发现(a)将在线与面对面的状况进行对比;(b)测量学生的学习成果;(c)使用严格的研究设计;(d)提供足够的信息来计算规模效应。筛选的结果是,确定了51种独立的效应可以进行荟萃分析。荟萃分析发现,平均而言,在线学习条件下的学生表现优于接受面对面指导的学生。在那些将在线和面对面因素混合在一起的条件下的研究中,在线和面对面课程的学生学习成绩之间的差异(按治疗和控制手段之间的差异除以合并的标准偏差来衡量)更大有条件的指导完全面对面地讲授。分析人士指出,这些混合条件通常包括额外的学习时间和控制条件下学生无法获得的教学内容。这一发现表明,与混合学习相关的积极影响本身不应归因于媒体。一个出乎意料的发现是,少数严格的已发表研究对比了K-12学生的在线学习和面对面学习条件。鉴于语料库很小,在推广到K-12人群时需要谨慎,因为结果大部分来自其他环境(例如,医学培训,高等教育)中的研究。

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