Cited by 11Visual and Cognitive Learning ProcessesOnline and Blended LearningLearning Styles and Cognitive Differences

The More, the Better? Exploring the Effects of Modal and Codal Redundancy on Learning and Cognitive Load: An Experimental Study

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Trypke, Melanie, Stebner, Ferdinand, Wirth, Joachim·2024·Education Sciences

Abstract

This study explores how receiving identical information from different sources affects learning and cognitive load, focusing on two types of redundancy: modal redundancy, where redundant information comes from two visual sources (images and written text), and codal redundancy, where redundant information comes from two sources of different modalities which utilize the same symbol system (spoken and written text). Using a 2 × 2 between-subjects design involving modal (yes/no) and codal (yes/no) redundancy, 158 participants completed twenty learning tasks, consisting of ten construction and ten recall tasks. Additionally, they rated their cognitive load by indicating their perceived task difficulty and mental load. Overall, results indicate positive main effects of modal redundancy and negative effects of codal redundancy on learning and cognitive load. Furthermore, significant interaction effects suggest that modal redundancy may counterbalance the negative effects of codal redundancy, implying a compensatory mechanism in cognitive processing for construction tasks. These results highlight the importance of considering both modal and codal redundancy and their interaction in instructional design.

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  1. Mayer, R.E., Ed.; Cambridge University Press: Cambridge, UK, 2014; pp. 279-315.
  2. Van Gog, T. The signaling (or cueing) principle in multimedia learning. In The Cambridge Handbook of Multimedia Learning, 2nd ed.;
  3. Paivio, A. Mental Representations: A Dual Coding Approach; Oxford University Press: Oxford, UK, 1986.
  4. Schnotz, W. Integrated model of text and picture comprehension. In The Cambridge Handbook of Multimedia Learning;
  5. Mayer, R.E., Ed.; Cambridge University Press: Cambridge, UK, 2014; pp. 72-103.

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Authors
Trypke, M., Stebner, F., & Wirth, J.
Affiliations
  • Osnabrück University (DE)
  • Ruhr University Bochum (DE)
Corresponding author
Trypke, Melanie
Venue
Education Sciences
Publisher
MDPI AG
Published
2024-08-09
Volume
14
Issue
8
Pages
872
ISSN
2227-7102 (ISSN-L)
OpenAlex
W4401586054
Cited by
11
References
40
Citations by year
2026: 8 · 2025: 3
FWCI
4.51
Type
journal article
Language
en
Open access
Locations
  • Education Sciences (publishedVersion, cc-by)
  • osnaDocs (Osnabrück University) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • osnaDocs (Osnabrück University) (cc-by)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
  • Social Sciences › Education › Online and Blended Learning
  • Social Sciences › Psychology › Developmental and Educational Psychology › Learning Styles and Cognitive Differences
Keywords
cognitive load, learning, instructional design, construction tasks, recall task, mental workload, multimodal learning, compensatory mechanisms

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