{"title":"Promoting Student Engagement in MOOCs","authors":"Jiye Baek, Jesse Shore","doi":"10.1145/2876034.2893437","DOIUrl":null,"url":null,"abstract":"MOOCs offer valuable learning experiences to students from all around the world. In addition to providing filmed lectures, readings, and problem sets, many MOOCs allow students to ask and answer questions about course materials with each other through interactive user forums. However, in current MOOCs, only 3 to 5 percent of those students interact in the user forum (Breslow 2013, Rosé et al. 2014) and more than 90 percent of students stop attending the course altogether (Jordan 2014). According to prior studies, this low level of social engagement in MOOCs may lead to student attrition and low performance (Ren et al. 2007). Hence, a natural question that arises then is, how can we promote interaction among students in MOOC discussion forums in order to reduce students' attrition and raise their performance? In this paper, we conduct a field experiment on the edX platform to identify factors that promote student engagement in MOOC discussion forums. Researchers have discovered that the number of people interacting in one online location (e.g. group, community or virtual classroom size) is a key characteristic mediating user engagement (Butler et. al 2014), and most prior works have shown that users in a smaller size group participate more per person. However, contrary to prior research, our results show that the students in larger size cohorts interact more per person and that this greater interaction in turn increases student retention and performance.","PeriodicalId":20739,"journal":{"name":"Proceedings of the Third (2016) ACM Conference on Learning @ Scale","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2016-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"19","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Third (2016) ACM Conference on Learning @ Scale","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2876034.2893437","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 19
Abstract
MOOCs offer valuable learning experiences to students from all around the world. In addition to providing filmed lectures, readings, and problem sets, many MOOCs allow students to ask and answer questions about course materials with each other through interactive user forums. However, in current MOOCs, only 3 to 5 percent of those students interact in the user forum (Breslow 2013, Rosé et al. 2014) and more than 90 percent of students stop attending the course altogether (Jordan 2014). According to prior studies, this low level of social engagement in MOOCs may lead to student attrition and low performance (Ren et al. 2007). Hence, a natural question that arises then is, how can we promote interaction among students in MOOC discussion forums in order to reduce students' attrition and raise their performance? In this paper, we conduct a field experiment on the edX platform to identify factors that promote student engagement in MOOC discussion forums. Researchers have discovered that the number of people interacting in one online location (e.g. group, community or virtual classroom size) is a key characteristic mediating user engagement (Butler et. al 2014), and most prior works have shown that users in a smaller size group participate more per person. However, contrary to prior research, our results show that the students in larger size cohorts interact more per person and that this greater interaction in turn increases student retention and performance.
mooc为来自世界各地的学生提供了宝贵的学习经验。除了提供视频讲座、阅读材料和问题集外,许多mooc还允许学生通过交互式用户论坛相互提问和回答有关课程材料的问题。然而,在目前的mooc中,只有3%到5%的学生在用户论坛上进行互动(Breslow 2013, ros et al. 2014),超过90%的学生完全停止参加课程(Jordan 2014)。根据先前的研究,mooc中这种低水平的社会参与可能导致学生流失和低绩效(Ren et al. 2007)。因此,一个自然出现的问题是,我们如何在MOOC论坛中促进学生之间的互动,以减少学生的流失,提高他们的表现?在本文中,我们在edX平台上进行了实地实验,以确定促进学生参与MOOC论坛的因素。研究人员发现,在一个在线位置(例如群体、社区或虚拟教室规模)互动的人数是调节用户参与度的关键特征(Butler et. al . 2014),大多数先前的研究表明,规模较小的群体中的用户人均参与度更高。然而,与之前的研究相反,我们的研究结果表明,在更大的群体中,学生的人均互动更多,而这种更大的互动反过来又增加了学生的留存率和表现。