The influence of text modality on learning with static and dynamic visualizations

Authors:
Tim Kühl;Katharina Scheiter;Peter Gerjets;Jörg Edelmann
Affiliations:
Knowledge Media Research Center, Konrad-Adenauer-Strasse 40, 72072 Tuebingen, Germany;Knowledge Media Research Center, Konrad-Adenauer-Strasse 40, 72072 Tuebingen, Germany;Knowledge Media Research Center, Konrad-Adenauer-Strasse 40, 72072 Tuebingen, Germany;University of Tuebingen, Computer Science Department WSI/GRIS, Sand 14, 72076 Tuebingen, Germany
Venue:
Computers in Human Behavior
Year:
2011

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Abstract

In this study we investigated the influence of text modality on learning with static and dynamic visualizations in a dynamic domain, namely the physical principles underlying fish locomotion. A 2x2-design with type of visualization (static vs. dynamic) and text modality (spoken vs. written) as independent variables was used. Concerning learning outcomes, it was hypothesized that (1) learners presented with dynamic visualizations would outperform learners presented with static visualizations, (2) learners presented with spoken text would outperform learners presented with written text, and (3) an interaction between type of visualization and modality would occur: the superiority of dynamic over static visualizations was expected to be more pronounced for spoken compared to written text. Subjective cognitive load measures were assessed and expected to mirror the aforementioned pattern of learning outcomes in accordance with Cognitive Load Theory (i.e., higher extraneous cognitive load (ECL) related to lower learning outcomes). For transfer tasks, the first two hypotheses could be confirmed. However, there was no interaction. Moreover, ECL was rated higher by subjects when learning with static compared to dynamic visualizations, but there were no differences for ECL with respect to the text modality. The results are discussed within the framework of Cognitive Load Theory.