论坛因素:探索高等教育中在线话语与学生成绩之间的联系

Darryn He, Hannah Steffes, Samin Yasar, Paul Denny, Andrew Luxton-Reilly, Juho Leinonen
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摘要

数字教育的发展扩大了 Piazza 等在线论坛的使用范围。然而,它们对学习成绩的影响仍有待确定。本研究探讨了 Piazza 参与度与计算机科学学习成绩之间的关系。我们探讨了四个假设:Piazza 的活动率、认可度、在评估中的发帖频率以及评估前的浏览习惯。对一门内容广泛的编程课程进行的数据分析显示,活跃的 Piazza 用户和获得认可的学生学习成绩明显更好。虽然与评估相关的帖子数量通常与学习成绩无关,但在评估到期前一周内查看更多评估帖子的学生往往成绩更好。
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The Forum Factor: Exploring the Link between Online Discourse and Student Achievement in Higher Education
The growth of digital education has expanded the use of online forums like Piazza. However, their impact on academic achievement is still being determined. This study investigates the relationship between Piazza engagement and academic performance in computer science. We explored four hypotheses: Piazza activity rates, endorsements, post frequency on assessments, and pre-assessment viewing habits. Data analysis from an extensive programming course showed that active Piazza users and endorsed students performed significantly better academically. While the number of posts related to assessments was generally not correlated with performance, students who viewed more posts about an assessment within a week of its due date tended to perform better.
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