School of Teaching and Learning, College of Education, University of Florida, 2423 Norman Hall, PO BOX 117048, Gainesville, FL, 32611, USA.
Nemours Children's Specialty Care, Jacksonville, FL, USA.
Ann Dyslexia. 2021 Apr;71(1):188-210. doi: 10.1007/s11881-021-00219-z. Epub 2021 Mar 25.
The purpose of this study was to examine the application of the multimedia and modality principles on cued-recall, recognition, and mental effort of college students with and without dyslexia. The study used a Multimedia (Image Present vs. Image Absent) × Modality (Narration vs. Onscreen Text) × Dyslexia (Dyslexia vs. Non-Dyslexia) 3-way factorial design with each independent variable serving as a between-subject condition. A total of N = 148 participants (73 with dyslexia and 75 without dyslexia) were recruited from five different institutions of higher education in the Southeastern United States and systematically assigned to one of four multimedia learning conditions. After assessing our data for statistical assumptions, we employed factorial Analysis of Variance (ANOVA) models on each dependent measure. Our findings show a reverse modality effect for students with dyslexia who performed better than their peers without dyslexia in Onscreen Text conditions. Although performance was better across groups and conditions when images were present, there were no significant interactions related to the multimedia condition. Similarly, there were no significant interactions related to mental effort even though learners with dyslexia exhibited high instructional efficiency in the Onscreen Text-Image Present condition while learners without dyslexia exhibited low task involvement in the Onscreen Text-Image Absent condition. Our results provide theoretical implications and important avenues for future research and practice as related to how multimedia learning influences students with dyslexia. We also suggest studies that could inform the eventual design of adaptive and personalized multimedia learning solutions for learners with dyslexia.
本研究旨在考察多媒体和模态原理在提示回忆、识别和有阅读障碍及无阅读障碍大学生心理努力方面的应用。研究采用了多媒体(有图像呈现与无图像呈现)×模态(旁白与屏幕文本)×阅读障碍(阅读障碍与非阅读障碍)三因素实验设计,每个自变量都是被试间条件。共有 148 名参与者(73 名有阅读障碍,75 名无阅读障碍)来自美国东南部的五所不同高等教育机构,他们被系统地分配到四种多媒体学习条件中的一种。在评估我们的数据是否符合统计假设后,我们对每个因变量采用了析因方差分析(ANOVA)模型。我们的研究结果表明,有阅读障碍的学生在屏幕文本条件下的表现优于无阅读障碍的学生,出现了反转的模态效应。尽管在有图像呈现的情况下,各组和各条件下的表现都更好,但与多媒体条件无关的交互作用并不显著。同样,与心理努力无关的交互作用也不显著,尽管有阅读障碍的学习者在屏幕文本-图像呈现条件下表现出较高的教学效率,而无阅读障碍的学习者在屏幕文本-图像缺失条件下表现出较低的任务投入。我们的研究结果为多媒体学习如何影响有阅读障碍的学生提供了理论意义和未来研究与实践的重要途径。我们还建议进行研究,为有阅读障碍的学习者设计自适应和个性化的多媒体学习解决方案。