期刊名称：Journal of Research in Innovative Teaching & Learning
印刷版ISSN：2397-7604
出版年度：2017
卷号：10
期号：2
页码：94-106
DOI：10.1108/JRIT-05-2017-0010
摘要：The purpose of this paper is to draw attention to the potential of “small data” to complement research in learning analytics (LA) and to share some of the insights learned from this approach.,This study demonstrates an approach inspired by design science research, making a dashboard available to n=1,905 students in 11 study programs (used by n=887) to learn how it is being used and to gather student feedback.,Students react positively to the LA dashboard, but usage and feedback differ depending on study success.,More research is needed to explore the expectations of a high-performing student with regards to LA dashboards.,This publication demonstrates how a small data approach to LA contributes to building a better understanding.
关键词：Higher education;Case study;First-year students;Learning analytics;Dashboard;Small data
