Title
Exploring The Impact Of A Learning Dashboard On Student Affect
Abstract
Research highlights that many students experience negative emotions during learning activities, and these can have a detrimental impact on behaviors and outcomes. Here, we investigate the impact of a particular kind of affective intervention, namely a learning dashboard, on two deactivating emotions: boredom and lack of excitement. The data comes from a study we conducted with over 200 middle school students interacting with an intelligent tutor that provided varying levels of support to encourage dashboard use. We analyze the data using a range of techniques to show that the learning dashboard is associated with reduced deactivating emotions, but that its utility also depends on the way its use is promoted and on students' gender.
Year
DOI
Venue
2015
10.1007/978-3-319-19773-9_31
ARTIFICIAL INTELLIGENCE IN EDUCATION, AIED 2015
Keywords
Field
DocType
Affect, Learning dashboard, Intelligent tutoring system
TUTOR,Intelligent tutoring system,Computer science,Knowledge management,Human–computer interaction,Boredom,Affect (psychology),Dashboard (business)
Conference
Volume
ISSN
Citations 
9112
0302-9743
6
PageRank 
References 
Authors
0.49
10
6
Name
Order
Citations
PageRank
Kasia Muldner150040.22
Michael Wixon2283.22
Dovan Rai39111.15
Winslow Burleson499875.33
Beverly Park Woolf51071142.31
Ivon Arroyo670761.89