Multimedia instructions and cognitive load theory: Effects of modality and cueing
Abstract
Background: Recent research on the influence of presentation format on the effectiveness of multimedia instructions has yielded some interesting results. According to cognitive load theory (Sweller, Van Merriënboer, & Paas, 1998) and Mayer's theory of multimedia learning (Mayer, 2001), replacing visual text with spoken text ( the modality effect ) and adding visual cues relating elements of a picture to the text ( the cueing effect ) both increase the effectiveness of multimedia instructions in terms of better learning results or less mental effort spent. Aims: The aim of this study was to test the generalisability of the modality and cueing effect in a classroom setting. Sample: The participants were 111 second‐year students from the Department of Education at the University of Gent in Belgium (age between 19 and 25 years). Method: The participants studied a web‐based multimedia lesson on instructional design for about one hour. Afterwards they completed a retention and a transfer test. During both the instruction and the tests, self‐report measures of mental effort were administered. Results: Adding visual cues to the pictures resulted in higher retention scores, while replacing visual text with spoken text resulted in lower retention and transfer scores. Conclusions: Only a weak cueing effect and even a reverse modality effect have been found, indicating that both effects do not easily generalise to non‐laboratory settings. A possible explanation for the reversed modality effect is that the multimedia instructions in this study were learner‐paced, as opposed to the system‐paced instructions used in earlier research.
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Reconsidering the standard structure of teaching sessions may be beneficial.
“This study has shown that reconsidering the standard structure of teaching sessions may be beneficial [12].”
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Visual cues aid learning in multimedia instructions resulting in higher retention scores.
“Some studies report that visual cues do aid learning in multimedia instructions resulting in higher retention scores (e.g., Tabbers et al. 2004), whereas others show that cueing can be even more effective when the amount of necessary visual search, such as in complex graphics, is high (e.g., Jeung et al. 1997).”
From Interactivity in Video-based Models (2007) · cites this paper as Tabbers et al. 2004
Cites
Mayer, R. (2020) · doi:10.1017/9781316941355 · Cited by 7,777 · see citing works
Forming inferences about some intraclass correlation coefficients.
McGraw, K. O., & Wong, S. P. (1996) · Psychological Methods · doi:10.1037/1082-989x.1.1.30 · Cited by 6,903 · see citing works
Cognitive Architecture and Instructional Design
Sweller, J., van Merrienboer, J. J. G., & Paas, F. G. W. C. (1998) · Educational Psychology Review · doi:10.1023/a:1022193728205 · Cited by 6,023 · see citing works
Cognitive Load Theory and the Format of Instruction
Chandler, P., & Sweller, J. (1991) · Cognition and Instruction · doi:10.1207/s1532690xci0804_2 · Cited by 2,894 · see citing works
Paas, F. G. W. C. (1992) · Journal of Educational Psychology · doi:10.1037/0022-0663.84.4.429 · Cited by 2,150 · see citing works
Cognitive Principles of Multimedia Learning: The Role of Modality and Contiguity
Moreno, R., & Mayer, R. (1999) · Journal of Educational Psychology · doi:10.1037/0022-0663.91.2.358 · Cited by 1,564 · see citing works
Mayer, R. E., & Moreno, R. (1998) · Journal of Educational Psychology · doi:10.1037/0022-0663.90.2.312 · Cited by 1,315 · see citing works
Managing split-attention and redundancy in multimedia instruction
Kalyuga, S., Chandler, P., & Sweller, J. (1999) · Applied Cognitive Psychology · doi:10.1002/(sici)1099-0720(199908)13:4 · Cited by 1,041 · see citing works
Reducing cognitive load by mixing auditory and visual presentation modes.
Mousavi, S. Y., Low, R., & Sweller, J. (1995) · Journal of Educational Psychology · doi:10.1037/0022-0663.87.2.319 · Cited by 995 · see citing works
Instructional control of cognitive load in the training of complex cognitive tasks
Paas, F. G. W. C., & Van Merriënboer, J. J. G. (1994) · Educational Psychology Review · doi:10.1007/bf02213420 · Cited by 968 · see citing works
(1999) · Cited by 944 · see citing works
THE SPLIT‐ATTENTION EFFECT AS A FACTOR IN THE DESIGN OF INSTRUCTION
CHANDLER, P., & SWELLER, J. (1992) · British Journal of Educational Psychology · doi:10.1111/j.2044-8279.1992.tb01017.x · Cited by 767 · see citing works
(1997) · University of Twente Research Information · Cited by 661 · see citing works
Cognitive load as a factor in the structuring of technical material.
Sweller, J., Chandler, P., Tierney, P., & Cooper, M. (1990) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.119.2.176 · Cited by 629 · see citing works
When two sensory modes are better than one.
Tindall-Ford, S., Chandler, P., & Sweller, J. (1997) · Journal of Experimental Psychology: Applied · doi:10.1037/1076-898x.3.4.257 · Cited by 559 · see citing works
Levels of Expertise and Instructional Design
Kalyuga, S., Chandler, P., & Sweller, J. (1998) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1518/001872098779480587 · Cited by 520 · see citing works
Systematic thinking fostered by illustrations in scientific text.
Mayer, R. E. (1989) · Journal of Educational Psychology · doi:10.1037/0022-0663.81.2.240 · Cited by 498 · see citing works
Guidance during mathematical problem solving.
Tarmizi, R. A., & Sweller, J. (1988) · Journal of Educational Psychology · doi:10.1037/0022-0663.80.4.424 · Cited by 464 · see citing works
Mayer, R., Steinhoff, K., Bower, G., & Mars, R. (1995) · Educational Technology Research and Development · doi:10.1007/bf02300480 · Cited by 351 · see citing works
The Role of Visual Indicators in Dual Sensory Mode Instruction
Jeung, H., Chandler, P., & Sweller, J. (1997) · Educational Psychology · doi:10.1080/0144341970170307 · Cited by 295 · cited 2× · see citing works
“For example, Jeung et al. (1997), Mousavi et al. (1995) and Tindall-Ford et al. (1997) used visual-only instructions in which all explanatory text was printed next to the diagram and compared it to instructions in which the students only saw the picture and could listen to the explanation.”
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Self-citationCognitive load theory, educational research, and instructional design: some food for thought
de Jong, T. (2010) · Instructional Science · doi:10.1007/s11251-009-9110-0 · Cited by 1,180 · see citing works
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Mayer, R. E. (2017) · Journal of Computer Assisted Learning · doi:10.1111/jcal.12197 · Cited by 747 · see citing works
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Ginns, P. (2005) · Learning and Instruction · doi:10.1016/j.learninstruc.2005.07.001 · Cited by 547 · see citing works
de Koning, B. B., Tabbers, H. K., Rikers, R. M. J. P., & Paas, F. (2009) · Educational Psychology Review · doi:10.1007/s10648-009-9098-7 · Cited by 428 · see citing works
Self-citationMoreno, R. (2006) · Journal of Computer Assisted Learning · doi:10.1111/j.1365-2729.2006.00170.x · Cited by 395 · see citing works
Cognitive load theory, modality of presentation and the transient information effect
Leahy, W., & Sweller, J. (2011) · Applied Cognitive Psychology · doi:10.1002/acp.1787 · Cited by 344 · see citing works
Managing cognitive load—recent trends in cognitive load theory
Bannert, M. (2002) · Learning and Instruction · doi:10.1016/s0959-4752(01)00021-4 · Cited by 294 · see citing works
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Schneider, S., Beege, M., Nebel, S., & Rey, G. D. (2018) · Educational Research Review · doi:10.1016/j.edurev.2017.11.001 · Cited by 268 · see citing works
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Richter, J., Scheiter, K., & Eitel, A. (2016) · Educational Research Review · doi:10.1016/j.edurev.2015.12.003 · Cited by 242 · see citing works
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Alpizar, D., Adesope, O. O., & Wong, R. M. (2020) · Educational Technology Research and Development · doi:10.1007/s11423-020-09748-7 · Cited by 157 · see citing works
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Muller, D. A., Bewes, J., Sharma, M. D., & Reimann, P. (2008) · Journal of Computer Assisted Learning · doi:10.1111/j.1365-2729.2007.00248.x · Cited by 145 · see citing works
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Harskamp, E. G., Mayer, R. E., & Suhre, C. (2007) · Learning and Instruction · doi:10.1016/j.learninstruc.2007.09.010 · Cited by 145 · see citing works
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Amadieu, F., Mariné, C., & Laimay, C. (2011) · Computers in Human Behavior · doi:10.1016/j.chb.2010.05.009 · Cited by 137 · see citing works
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- Authors
- Tabbers, H. K., Martens, R. L., & Van Merriënboer, J. J. G.
- Affiliations
- Open University of the Netherlands (NL)
- Corresponding author
- Tabbers, Huib K.
- Venue
- British Journal of Educational Psychology
- Publisher
- Wiley
- Published
- 2004-03
- Volume
- 74
- Issue
- 1
- Pages
- 71-81
- ISSN
- 0007-0998 (ISSN-L)
- 2044-8279
- OpenAlex
- W2108309120
- Cited by
- 478
- References
- 20
- Citations by year
- 2026: 17 · 2025: 16 · 2024: 15 · 2023: 20 · 2022: 14 · 2021: 30 · 2020: 29 · 2019: 18 · 2018: 18 · 2017: 19 · 2016: 26 · 2015: 20 · 2014: 30 · 2013: 32 · 2012: 35
- FWCI
- 19.92
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- British Journal of Educational Psychology (publishedVersion)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- DSpace (Open University in the Netherlands) (submittedVersion)
- Funders
- University of California, Santa Barbara
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Education › Online and Blended Learning
- Keywords
- multimedia teaching, cognitive load theory, modality effects, cueing effects, visual cues, retention, transfer, cognitive effort, instructional design, web-based learning
- MeSH terms
- Adult, Cognition, Computer-Assisted Instruction, Cues, Female, Humans, Learning, Male, Mental Recall, Research Design, Teaching, Educational Technology, Multimedia
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