The effect of the modality principle to support learning with virtual reality: An eye‐tracking and electrodermal activity study

模态(人机交互) 叙述的 认知负荷 眼动 认知 计算机科学 虚拟现实 教学设计 多媒体 心理学 认知心理学 人机交互 人工智能 语言学 哲学 神经科学
作者
Liat Liberman,Ilana Dubovi
出处
期刊:Journal of Computer Assisted Learning [Wiley]
卷期号:39 (2): 547-557 被引量:18
标识
DOI:10.1111/jcal.12763
摘要

Abstract Background Virtual reality (VR) is considered a promising approach to support learning. An instructional design is essential to optimize cognitive processes. Studies show that VR has unique instructional and pedagogical requirements. Objectives To evaluate the effectiveness and applicability of the modality principle, which was previously validated in 2D classic multimedia, for learning with VR. The modality principle states that multimedia information presented as spoken narration is superior to on‐screen text. Methods A prospective experimental study with two compared conditions of instruction: VR‐based learning guided by on‐screen text (n = 34) versus spoken narration ( n = 28). Students' cognitive learning experiences were captured by eye‐tracking and electrodermal activity (EDA). In addition, students' knowledge was evaluated using a pre–post knowledge test. Results and Conclusions Overall, there was no significant difference in knowledge retention between the participants who learned with on‐screen text compared to spoken narration. However, results from the eye‐tracking analysis showed that students who learned with the on‐screen text devoted longer visual attention toward important learning activity areas of interest, suggesting a better ability to discern between relevant and irrelevant information. Conversely, students who learned with the spoken narration expressed significantly more EDA peak responses, proposing a higher cognitive load. Implications This study outlines that while learning with VR was effective, the modality principle might not apply to learning with VR. Moreover, the analysis of the learning process suggests even an inverse effect, favouring the provision of instructional scaffolds as on‐screen text. Future research should evaluate this effect on long‐term knowledge retention.

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