Behavioral Consequences of Reminder Emails on Students’ Academic Performance: a Real-world Deployment

Runlong Ye, Pan Chen, Yini Mao, Angela Wang-Lin, Hammad Shaikh, Angela M. Zavaleta Bernuy, J. J. Williams
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引用次数: 1

Abstract

Post-secondary institutions have experienced a continuous trend of student procrastination on course work, thus leading to lower academic performance and potentially worse knowledge retention and other longer-term impacts. Sending reminders about deliverables is a simple approach, but it has the potential to be a valuable tool to mitigate such issues and assist students with time management. This paper will introduce specific processes of conducting such experiments, especially email designs and randomization, to help instructors and researchers conduct similar experiments or field-deploying reminders. To evaluate homework reminder messages, we designed and deployed a real-world randomized A/B experiment at a North American university in a CS1 course where students were randomly assigned to either receive these reminder messages or not. Our findings suggest that students who received the reminder messages have a higher homework completion rate (p < .05) and performed significantly better (p < .01) on the following midterm test than students who did not receive the reminder message. Finally, we discuss how a homework reminder can improve student behaviours, as well as how this type of reminder can be enhanced for future interventions.
提醒电子邮件对学生学习成绩的行为影响:一个现实世界的部署
高等教育机构经历了学生在课程作业上拖延的持续趋势,从而导致学习成绩下降,潜在的知识保留和其他长期影响。发送关于可交付成果的提醒是一种简单的方法,但它有可能成为缓解此类问题并帮助学生进行时间管理的有价值的工具。本文将介绍进行此类实验的具体过程,特别是电子邮件设计和随机化,以帮助教师和研究人员进行类似的实验或现场部署提醒。为了评估家庭作业提醒信息,我们在北美一所大学的CS1课程中设计并部署了一个真实世界的随机a /B实验,学生被随机分配接收或不接收这些提醒信息。我们的研究结果表明,收到提醒信息的学生家庭作业完成率更高(p < 0.05),并且在接下来的期中考试中表现显著优于没有收到提醒信息的学生(p < 0.01)。最后,我们讨论了家庭作业提醒如何改善学生的行为,以及这种类型的提醒如何在未来的干预中得到加强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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