讲师的个性化电子邮件干预对大规模在线开放课程(MOOC)完成率的影响

IF 2.4 Q1 EDUCATION & EDUCATIONAL RESEARCH
Gila Kurtz, Orna Kopolovich, E. Segev, Limor Sahar-Inbar, Lilach Gal, Ronen Hammer
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引用次数: 3

摘要

尽管大规模开放在线课程(MOOC)越来越受欢迎,但由于高辍学率,它们一直受到批评。这项研究考察了讲师的个性化电子邮件干预对为期九周的课程(包括每周七次的测验)完成率和期末考试完成率的影响。参与者参加了以色列非学分学术谈判管理慕课,被随机分为两组。未完成每周测验的治疗组参与者(N=576)收到了来自其导师的定制电子邮件提醒,鼓励他们完成测验,并为他们处理上周的内容提供帮助。没有完成每周测验的对照组(N=608)没有收到来自讲师的任何电子邮件。干预的影响以三种不同的方式衡量:直接影响、延迟影响和累积影响。讲师发邮件后一周内测验完成率的提高被定义为直接影响。下一次测验完成率的增加被定义为延迟影响。期末考试完成率的增加被定义为一种累积影响。结果表明,每周干预对期末考试完成率有直接影响,也有累积影响。研究结果表明,教师的认可和兴趣可能会增加学习者在慕课中的学习承诺。本研究旨在深入了解学习者在慕课中保持活跃的倾向,并提高完成率。这项研究的结果有助于MOOC设计者和讲师通过使用电子邮件干预来防止学生辍学,从而为学习者设计和促进更有效的MOOC。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact of an Instructor's Personalized Email Intervention on Completion Rates in a Massive Open Online Course (MOOC)
Although Massive Open Online Courses (MOOCs) are increasing in popularity, they have been subject to criticism due to the high dropout rate. This study examined the impact of an instructor's personalized email intervention on the rate of completion of a nine week course, which included seven weekly quizzes, and the rate of completion of the final exam. The participants, who took an Israeli noncredit academic MOOC on negotiation management, were randomly assigned to two groups. Treatment group participants (N = 576) who did not complete the weekly quiz received a tailored reminder by email from their instructor encouraging them to complete the quiz and offering them assistance in order to deal with the past week’s contents. The control group (N = 608) that did not complete the weekly quiz did not get any emails from the instructor. The impact of the intervention was measured in three different ways: the immediate-impact, the delayed-impact and a cumulative impact. The increase in quiz completion within a week after the instructor's email was defined as an immediate-impact. The increase in the completion of the next quiz was defined as a delayed impact. The increase in the final exam completion rates was defined as a cumulative impact. The results show that the weekly intervention had an immediate impact as well as a cumulative impact on the final exam completion rate. The results suggest that an instructor's acknowledgement and interest might increase learners' commitment to learning in a MOOC. This study aimed to gain insight into learners' propensity to stay active in a MOOC and to increase completion rates. Findings of this study can be useful to MOOC designers and instructors to design and facilitate more effective MOOCs for learners by using email interventions to prevent students from dropping out of courses.
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来源期刊
Electronic Journal of e-Learning
Electronic Journal of e-Learning EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
5.90
自引率
18.20%
发文量
34
审稿时长
20 weeks
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