文章基本信息

标题：The Life Between Big Data Log Events
本地全文：下载
作者：George Veletsianos ; Justin Reich ; Laura A. Pasquini 等
期刊名称：AERA Open
印刷版ISSN：2332-8584
电子版ISSN：2332-8584
出版年度：2016
卷号：2
期号：3
页码：1-10
DOI：10.1177/2332858416657002
摘要：Big data from massive open online courses (MOOCs) have enabled researchers to examine learning processes at almost infinite levels of granularity. Yet, such data sets do not track every important element in the learning process. Many strategies that MOOC learners use to overcome learning challenges are not captured in clickstream and log data. In this study, we interviewed 92 MOOC learners to better understand their worlds, investigate possible mechanisms of student attrition, and extend conversations about the use of big data in education. Findings reveal three important domains of the experience of MOOC students that are absent from MOOC tracking logs: the practices at learners’ workstations, learners’ activities online but off-platform, and the wider social context of their lives beyond the MOOC. These findings enrich our understanding of learner agency in MOOCs, clarify the spaces in-between recorded tracking log events, and challenge the view that MOOC learners are disembodied autodidacts.
关键词：massive open online course; big data; strategies; online learning; persistence