{"title":"教授重要吗?使用a/b测试来评估教师参与对MOOC学生成果的影响","authors":"J. Tomkin, D. Charlevoix","doi":"10.1145/2556325.2566245","DOIUrl":null,"url":null,"abstract":"This research investigates the impact professors, and other instructional staff, have on student content knowledge acquisition in a physical science MOOC offered through the University of Illinois at Urbana-Champaign. An A/B test was used to randomly assign MOOC participants in either a control group (with no instructional interaction) or an intervention group (in which the professor and teaching assistants responded to comments in the discussion and complied summary weekly feedback statements) to identify the differences in learning outcomes, participation rates, and student satisfaction. The study found that instructor intervention had no statistically significant impact on overall completion rates, overall badge acquisition rates, student participation rates, or satisfaction with the course, but did (p<0.05) lead to a higher rate of forum badge completion, an area that was targeted by the intervention.","PeriodicalId":20830,"journal":{"name":"Proceedings of the first ACM conference on Learning @ scale conference","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2014-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"70","resultStr":"{\"title\":\"Do professors matter?: using an a/b test to evaluate the impact of instructor involvement on MOOC student outcomes\",\"authors\":\"J. Tomkin, D. Charlevoix\",\"doi\":\"10.1145/2556325.2566245\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This research investigates the impact professors, and other instructional staff, have on student content knowledge acquisition in a physical science MOOC offered through the University of Illinois at Urbana-Champaign. An A/B test was used to randomly assign MOOC participants in either a control group (with no instructional interaction) or an intervention group (in which the professor and teaching assistants responded to comments in the discussion and complied summary weekly feedback statements) to identify the differences in learning outcomes, participation rates, and student satisfaction. The study found that instructor intervention had no statistically significant impact on overall completion rates, overall badge acquisition rates, student participation rates, or satisfaction with the course, but did (p<0.05) lead to a higher rate of forum badge completion, an area that was targeted by the intervention.\",\"PeriodicalId\":20830,\"journal\":{\"name\":\"Proceedings of the first ACM conference on Learning @ scale conference\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"70\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the first ACM conference on Learning @ scale conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2556325.2566245\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the first ACM conference on Learning @ scale conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2556325.2566245","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 70
摘要
本研究调查了伊利诺伊大学厄巴纳-香槟分校(University of Illinois at Urbana-Champaign)提供的物理科学MOOC课程中,教授和其他教学人员对学生内容知识获取的影响。使用A/B测试随机分配MOOC参与者到对照组(没有教学互动)或干预组(其中教授和助教在讨论中回应评论并编写总结每周反馈声明),以确定学习成果,参与率和学生满意度的差异。研究发现,教师干预对总体完成率、总体徽章获得率、学生参与率或课程满意度没有统计学意义上的显著影响,但(p<0.05)确实导致更高的论坛徽章完成率,这是干预的目标区域。
Do professors matter?: using an a/b test to evaluate the impact of instructor involvement on MOOC student outcomes
This research investigates the impact professors, and other instructional staff, have on student content knowledge acquisition in a physical science MOOC offered through the University of Illinois at Urbana-Champaign. An A/B test was used to randomly assign MOOC participants in either a control group (with no instructional interaction) or an intervention group (in which the professor and teaching assistants responded to comments in the discussion and complied summary weekly feedback statements) to identify the differences in learning outcomes, participation rates, and student satisfaction. The study found that instructor intervention had no statistically significant impact on overall completion rates, overall badge acquisition rates, student participation rates, or satisfaction with the course, but did (p<0.05) lead to a higher rate of forum badge completion, an area that was targeted by the intervention.