Abstract
The modality effect, which has been investigated by cognitive load theory, predicts that learning from visualizations supplemented with written text should be less effective than learning from the same visualizations supplemented with comparable spoken text. An explanation of the effect assumes a degree of separation between the processing of visuospatial and auditory information. Due to this separability, learning only from visuospatial information (visualizations and visual text) is more likely to overload visuospatial processing, as compared to learning from visuospatial and auditory information (visualizations and auditory text), in which both the visuospatial and the auditory processors share the load of the learning material. The aims of this review chapter are to: (a) describe the modality effect, (b) provide supporting evidence using computer multimedia about STEM topics, and (c) describe studies indicating the separability of visuospatial and auditory processing. We finish by suggesting future directions for research on the modality effect.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Sweller, J., Ayres, P., Kalyuga, S.: Cognitive Load Theory. Springer, New York (2011)
Mayer, R.E. (ed.): The Cambridge Handbook of Multimedia Learning, 2nd edn. Cambridge University Press, New York (2014)
Mousavi, S.Y., Low, R., Sweller, J.: Reducing cognitive load by mixing auditory and visual presentation modes. J. Educ. Psychol. 87(2), 319–334 (1995)
Low, R., Sweller, J.: The modality principle in multimedia learning. In: Mayer, R.E. (ed.) The Cambridge Handbook of Multimedia Learning, 2nd edn., pp. 227–246. Cambridge University Press, New York (2014)
Baddeley, A.: Working memory. Science 255(5044), 556–559 (1992)
Clark, J., Paivio, A.: Dual coding theory and education. Educ. Psychol. Rev. 3(3), 149–210 (1991)
Chen, O., Kalyuga, S., Sweller, J.: The expertise reversal effect is a variant of the more general element interactivity effect. Educ. Psychol. Rev. 29(2), 393–405 (2017)
Ginns, P.: Meta-analysis of the modality effect. Learn. Instr. 15(4), 313–331 (2005)
Cohen, J.: Statistical Power Analysis for the Behavioral Sciences. Erlbaum, Hillsdale (1988)
Schmidt-Weigand, F., Kohnert, A., Glowalla, U.: A closer look at split visual attention in system- and self-paced instruction in multimedia learning. Learn. Instr. 20(2), 100–110 (2010)
Kalyuga, S., Chandler, P., Sweller, J.: Managing split-attention and redundancy in multimedia instruction. Appl. Cogn. Psychol. 13(4), 351–371 (1999)
Moreno, R., Mayer, R.E.: Cognitive principles of multimedia learning: the role of modality and contiguity. J. Educ. Psychol. 91(2), 358–368 (1999)
Kühl, T., Scheiter, K., Gerjets, P., Edelmann, J.: The influence of text modality on learning with static and dynamic visualizations. Comput. Hum. Behav. 27(1), 29–35 (2011)
Seufert, T., Schütze, M., Brünken, R.: Memory characteristics and modality in multimedia learning: an aptitude-treatment-interaction study. Learn. Instr. 19(1), 28–42 (2009)
de Koning, B.B., van Hooijdonk, C.M.J., Lagerwerf, L.: Verbal redundancy in a procedural animation: on-screen labels improve retention but not behavioral performance. Comput. Educ. 107, 45–53 (2017)
Penney, C.G.: Modality effects and the structure of short-term verbal memory. Mem. Cogn. 17(4), 398–422 (1989)
Kroll, N.E.A., Parks, T., Parkinson, S.R., Bieber, S.L., Johnson, A.L.: Short-term memory while shadowing: recall of visually and of aurally presented letters. J. Exp. Psychol. 85(2), 220–224 (1970)
Brünken, R., Steinbacher, S., Plass, J.L., Leutner, D.: Assessment of cognitive load in multimedia learning using dual-task methodology. Exp. Psychol. 49(2), 109–119 (2002)
Bruyer, R., Scailquin, J.-C.: The visuospatial sketchpad for mental images: testing the multicomponent model of working memory. Acta Psychol. 98(1), 17–36 (1998)
Robinson, D.H., Katayama, A.D., Fan, A.-C.: Evidence for conjoint retention of information encoded from spatial adjunct displays. Contemp. Educ. Psychol. 21(3), 221–239 (1996)
Robinson, D.H., Robinson, S.L., Katayama, A.D.: When words are represented in memory like pictures: evidence for spatial encoding of study materials. Contemp. Educ. Psychol. 24(1), 38–54 (1999)
Murdock Jr., B.B.: Four-channel effects in short-term memory. Psychon. Sci. 24(4), 197–198 (1971)
Kirsner, K., Smith, M.C.: Modality effects in word identification. Mem. Cogn. 2(4), 637–640 (1974)
Penney, C.G.: Order of report in bisensory verbal short-term memory. Can. J. Psychol. 34(2), 190–195 (1980)
Castro-Alonso, J.C., Ayres, P., Wong, M., Paas, F.: Learning symbols from permanent and transient visual presentations: don’t overplay the hand. Comput. Educ. 116, 1–13 (2018)
Mayer, R.E., DaPra, C.S.: An embodiment effect in computer-based learning with animated pedagogical agents. J. Exp. Psychol. Appl. 18(3), 239–252 (2012)
Chen, O., Castro-Alonso, J.C., Paas, F., Sweller, J.: Extending cognitive load theory to incorporate working memory resource depletion: evidence from the spacing effect. Educ. Psychol. Rev. 30(2), 483–501 (2018)
Kalyuga, S., Sweller, J.: The redundancy principle in multimedia learning. In: Mayer, R.E. (ed.) The Cambridge Handbook of Multimedia Learning, 2nd edn., pp. 247–262. Cambridge University Press, New York (2014)
Kalyuga, S., Ayres, P., Chandler, P., Sweller, J.: The expertise reversal effect. Educ. Psychol. 38(1), 23–31 (2003)
Ayres, P., Paas, F.: Making instructional animations more effective: a cognitive load approach. Appl. Cogn. Psychol. 21(6), 695–700 (2007)
van Gog, T.: The signaling (or cueing) principle in multimedia learning. In: Mayer, R.E. (ed.) The Cambridge Handbook of Multimedia Learning, 2nd edn., pp. 263–278. Cambridge University Press, New York (2014)
Leahy, W., Sweller, J.: Cognitive load theory, modality of presentation and the transient information effect. Appl. Cogn. Psychol. 25(6), 943–951 (2011)
Castro-Alonso, J.C., Wong, M., Adesope, O.O., Ayres, P., Paas, F.: Gender imbalance in instructional dynamic versus static visualizations: a meta-analysis. Educ. Psychol. Rev. (2019). Advance Online Publication
Castro-Alonso, J.C., Uttal, D.H.: Spatial ability for university biology education. In: Nazir, S., Teperi, A.-M., Polak-Sopińska, A. (eds.) Advances in Human Factors in Training, Education, and Learning Sciences: Proceedings of the AHFE 2018 International Conference on Human Factors in Training, Education, and Learning Sciences, pp. 283–291. Springer (2019)
Acknowledgments
Support from PIA–CONICYT Basal Funds for Centers of Excellence Project FB0003, and CONICYT Fondecyt 11180255, is gratefully acknowledged. We thank Ignacio Jarabran for helping with the illustrations.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Castro-Alonso, J.C., Sweller, J. (2020). The Modality Effect of Cognitive Load Theory. In: Karwowski, W., Ahram, T., Nazir, S. (eds) Advances in Human Factors in Training, Education, and Learning Sciences. AHFE 2019. Advances in Intelligent Systems and Computing, vol 963. Springer, Cham. https://doi.org/10.1007/978-3-030-20135-7_7
Download citation
DOI: https://doi.org/10.1007/978-3-030-20135-7_7
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-20134-0
Online ISBN: 978-3-030-20135-7
eBook Packages: EngineeringEngineering (R0)