RT info:eu-repo/semantics/article
T1 Perceiving Learning at a Glance: A Systematic Literature Review of Learning Dashboard Research
A1 Schwendimann, Beat A.
A1 Rodríguez Triana, María Jesús
A1 Vozniuk, Andrii
A1 Prieto, Luis P.
A1 Shirvani Boroujeni, Mina
A1 Holzer, Adrian
A1 Gillet, Denis
A1 Dillenbourg, Pierre
K1 Learning analytics
K1 Educational data mining
K1 information visualization
K1 dashboards
K1 systematic literature review
AB This paper presents a systematic literature review of the state-of-the-art of research on learning dashboards in the fields of Learning Analytics and Educational Data Mining. Research on learning dashboards aims to identify what data is meaningful to different stakeholders and how data can be presented to support sense-making processes. Learning dashboards are becoming popular due to the increased use of educational technologies, such as Learning Management Systems (LMS) and Massive Open Online Courses (MOOCs). The initial search of five main academic databases and GScholar resulted in 346 papers out of which 55 papers were included in the final analysis. Our review distinguishes different kinds of research studies as well as various aspects of learning dashboards and their maturity regarding evaluation. As the research field is still relatively young, most studies are exploratory and proof-of-concept. The review concludes by offering a definition for learning dashboards and by outlining open issues and future lines of work in the area of learning dashboards. There is a need for longitudinal research in authentic settings and studies that systematically compare different dashboard designs.
PB IEEE
SN 1939-1382
YR 2017
FD 2017
LK https://uvadoc.uva.es/handle/10324/74413
UL https://uvadoc.uva.es/handle/10324/74413
LA eng
NO IEEE Transactions on Learning Technologies, 2017, vol. 10, no. 1, pp. 30-41
NO Producción Científica
DS UVaDOC
RD 22-feb-2025