Focus of attention and choice of text modality in multimedia learning

被引:8
|
作者
Schnotz, Wolfgang [1 ]
Mengelkamp, Christoph [2 ]
Baadte, Christiane [1 ]
Hauck, Georg [3 ]
机构
[1] Univ Koblenz Landau, Fac Psychol Gen & Educ Psychol, D-76829 Landau, Germany
[2] Univ Wurzburg, Philosoph Fac 2, D-97074 Wurzburg, Germany
[3] Rhine Waal Univ Appl Sci, D-47475 Kamp Lintfort, Germany
关键词
Modality effect; Multimedia learning; Split-attention; Content-related paragraphs; Picture-related paragraphs; COGNITIVE LOAD THEORY; MULTIPLE REPRESENTATIONS; MEMORY; INSTRUCTIONS; INFORMATION; EXPERTISE; RETENTION; ABILITY;
D O I
10.1007/s10212-013-0209-y
中图分类号
G44 [教育心理学];
学科分类号
0402 ; 040202 ;
摘要
The term 'modality effect' in multimedia learning means that students learn better from pictures combined with spoken rather than written text. The most prominent explanations refer to the split attention between visual text reading and picture observation which could affect transfer of information into working memory, maintenance of information in working memory or the effective size of working memory. The assumption of a continuous need for split attention is questionable, however. Learners can keep pictorial information in working memory, when they have seen the picture before, especially if they have higher prior knowledge. Instead of suffering from a permanent split attention, learners frequently show tendencies to simply ignore pictures. This suggests guiding learners towards picture analysis by picture-related text paragraphs. We assume that these paragraphs are associated with stronger modality effects than content-related paragraphs, especially if the pictures are new to learners. These assumptions were tested in an experiment with 120 students learning about volcanism from illustrated text consisting of segments each including a content-related paragraph followed by a picture-related paragraph describing the accompanying visualization. Content-related and picture-related paragraphs were presented as visual or auditory texts leading to 2x2 conditions of text presentation. Picture novelty was manipulated by presenting a picture throughout the whole segment or only when the picture-related paragraph was read. As expected, picture-related paragraphs were associated with stronger modality effects than content-related paragraphs if picture novelty is high. The distinction between different kinds of paragraphs seems to be important for the prediction of modality effects.
引用
收藏
页码:483 / 501
页数:19
相关论文
共 50 条
  • [31] The influence of text modality on learning with static and dynamic visualizations
    Kuehl, Tim
    Scheiter, Katharina
    Gerjets, Peter
    Edelmann, Joerg
    COMPUTERS IN HUMAN BEHAVIOR, 2011, 27 (01) : 29 - 35
  • [32] Anthropomorphisms in multimedia learning: Attract attention but do not enhance learning?
    Starkova, Tereza
    Lukavsky, Jiri
    Javora, Ondrej
    Brom, Cyril
    JOURNAL OF COMPUTER ASSISTED LEARNING, 2019, 35 (04) : 555 - 568
  • [33] Learning attention for historical text normalization by learning to pronounce
    Bollmann, Marcel
    Bingel, Joachim
    Sogaard, Anders
    PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1, 2017, : 332 - 344
  • [34] Image-text multimodal classification via cross-attention contextual transformer with modality-collaborative learning
    Shi, Qianyao
    Xu, Wanru
    Miao, Zhenjiang
    JOURNAL OF ELECTRONIC IMAGING, 2024, 33 (04)
  • [35] Cognitive processes in children's multimedia text learning
    Segers, Eliane
    Verhoeven, Ludo
    Hulstijn-Hendrikse, Nanneke
    APPLIED COGNITIVE PSYCHOLOGY, 2008, 22 (03) : 375 - 387
  • [36] Learners misperceive the benefits of redundant text in multimedia learning
    Fenesi, Barbara
    Kim, Joseph A.
    FRONTIERS IN PSYCHOLOGY, 2014, 5
  • [37] Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching
    Liu, Chunxiao
    Mao, Zhendong
    Liu, An-An
    Zhang, Tianzhu
    Wang, Bin
    Zhang, Yongdong
    PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19), 2019, : 3 - 11
  • [38] Diverse Multimedia Layout Generation with Multi Choice Learning
    Nguyen, David D.
    Nepal, Surya
    Kanhere, Salil S.
    PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2021, 2021, : 218 - 226
  • [39] The comparison study of attention drawing techniques for multimedia learning
    Hongpaisanwiwat, Cholyeun
    2006 7th International Conference on Information Technology Based Higher Education and Training, Vols 1 and 2, 2006, : 670 - 671
  • [40] Learning to Read Irregular Text with Attention Mechanisms
    Yang, Xiao
    He, Dafang
    Zhou, Zihan
    Kifer, Daniel
    Giles, C. Lee
    PROCEEDINGS OF THE TWENTY-SIXTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 3280 - 3286