Student behavior in error-correction-tasks and its relation to perception of competence

Research output: Contribution to book/conference proceedings/anthology/reportConference contributionContributedpeer-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 languageEnglish
Title of host publicationTowards Ubiquitous Learning
EditorsCarlos Delgado Kloos, Denis Gillet, Raquel M. Crespo García, Fridolin Wild, Martin Wolpers
PublisherSpringer, Berlin [u. a.]
Pages370-383
Number of pages14
ISBN (electronic)978-3-642-23985-4
ISBN (print)978-3-642-23984-7
Publication statusPublished - 2011
Peer-reviewedYes

Publication series

SeriesLecture Notes in Computer Science, Volume 6964
ISSN0302-9743

Conference

Title6th European Conference on Technology Enhanced Learning, EC-TEL 2011
Duration20 - 23 September 2011
CityPalermo
CountryItaly

External IDs

ORCID /0000-0002-4280-6534/work/142251716

Keywords

Keywords

  • micro-adaptation, perception of competence, student modeling, web-based learning

Library keywords