Publikation

Student Behavior in Error-Correction-Tasks and Its Relation to Perception of Competence.

Schnaubert L., Eric Andres, Narciss S., Eichelmann A., Giorgi Goguadze, Erica Melis

In: (Hrsg.). European Conference on Technology Enhanced Learning. European Conference on Technology Enhanced Learning (EC-TEL) September 20-23 Palermo Italy Seiten 370-383 6964 ISBN 978-3-642-23984-7 Springer 2011.

Abstrakt

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.

Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence