Student behavior in error-correction-tasks and its relation to perception of competence
Research output: Contribution to book/conference proceedings/anthology/report › Conference contribution › Contributed › peer-review
Contributors
Abstract
This paper investigates students' behavioral patterns within web-based multi-trial error-correction-tasks. By analyzing logfiles and considering students' initial perception of competence, we contribute to micro- as well as macro-adaption. We describe and visualize task processing data of 159 students, considering performance as well as attempts to solve a task. Taking preceeding behavior into account, it was possible to identify (maladaptive) behavioral patterns. Furthermore we compare the behavior of students with low vs. high perceptions of competence subsequent to a failure. In line with research regarding the influence of self-concept on performance and motivation, our findings suggest that students with a low perception of competence perform poorer and tend to skip trials more often after a failure, indicating motivational losses. Further research should build upon this study to enhance technology-based learning by designing learning environments and adaption strategies that take student behavior and prerequisites into account.
Details
Original language | English |
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Title of host publication | Towards Ubiquitous Learning |
Editors | Carlos Delgado Kloos, Denis Gillet, Raquel M. Crespo García, Fridolin Wild, Martin Wolpers |
Publisher | Springer, Berlin [u. a.] |
Pages | 370-383 |
Number of pages | 14 |
ISBN (electronic) | 978-3-642-23985-4 |
ISBN (print) | 978-3-642-23984-7 |
Publication status | Published - 2011 |
Peer-reviewed | Yes |
Publication series
Series | Lecture Notes in Computer Science, Volume 6964 |
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ISSN | 0302-9743 |
Conference
Title | 6th European Conference on Technology Enhanced Learning, EC-TEL 2011 |
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Duration | 20 - 23 September 2011 |
City | Palermo |
Country | Italy |
External IDs
ORCID | /0000-0002-4280-6534/work/142251716 |
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Keywords
ASJC Scopus subject areas
Keywords
- micro-adaptation, perception of competence, student modeling, web-based learning