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
PublisherSpringer, Berlin [u. a.]
Pages370-383
Number of pages14
ISBN (print)9783642239847
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