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Commentary: Towards an Integrated View of Learning from Text and Visual Displays

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Abstract

Visuo-spatial text adjuncts such as static or animated pictures, geographic maps, thematic maps, graphs, and knowledge maps that have been analyzed in the articles contained in this special issue provide complex pictorial information that complements the verbal information of texts. These spatial text adjuncts are considered as depictive representations that can support communication, thinking, and learning. An essential precondition of this supportive function is that the visuo-spatial displays interact appropriately with human visual perception and the individual's cognitive system, which is characterized by prior knowledge, cognitive abilities, and learning skills. Accordingly, effective learning with visuo-spatial text adjuncts can be fostered by instructional design and by adequate processing strategies, both dependent on sufficient understanding of how the human cognitive system interacts with these displays. Perspectives for further research in this area are provided.

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REFERENCES

  • Ainsworth, S. (1999). The functions of multiple representations. Comput. Educ. 33: 131–152.

    Google Scholar 

  • Baddeley, A. (1992). Working memory, Science 255: 556–559.

    Google Scholar 

  • Chafe, W. L. (1994). Discourse, Consciousness, and Time, University of Chicago Press, Chicago.

    Google Scholar 

  • Chandler, P., and Sweller, J. (1991). Cognitive load theory and the format of instruction. Cogn. Instr. 8: 293–332.

    Google Scholar 

  • Clark, J. M., and Paivio, A. (1991). Dual coding theory and education. Educ. Psychol. Rev. 3: 149–210.

    Google Scholar 

  • Falkenhainer, B., Forbus, K. D., and Gentner, D. (1989-90). The structure-mapping enginge: Algorithm and examples. Artif. Intell. 41: 1–63.

    Google Scholar 

  • Farah, M. J., Hammond, K. M., Levine, D.N., and Calvanio, R. (1988). Visual and spatial mental imagery: Dissociable systems of representation. Cogn. Psychol. 20: 439–462.

    Google Scholar 

  • Garrod, S.C. (1985). Incremental pragmatic interpretation versus occasional inferencing during fluent reading. In Rickheit, G., and Strohner, H. (eds.), Inferences inText Processing, North-Holland, Amsterdam, pp. 161–181.

    Google Scholar 

  • Gentner, D. (1989). The mechanisms of analogical learning. In Vosniadou, S., and Ortony, A. (eds.), Similarity and Analogical Reasoning, Cambridge University Press, Cambridge, England, pp. 197–241.

    Google Scholar 

  • Graesser, A. C., Millis, K. K., and Zwaan, R. A. (1997). Discourse comprehension. Annu. Rev. Psychol. 48: 163–189.

    Google Scholar 

  • Johnson-Laird, P. N. (1983). Mental Models. Towards a Cognitive Science of Language, Interference, and Consciousness, Cambridge University Press, Cambridge, England.

    Google Scholar 

  • Johnson-Laird, P. N., and Byrne, R. M. J. (1991). Deduction, Erlbaum, Hillsdale, NJ.

    Google Scholar 

  • Kintsch, W., Welsch, D., Schmalhofer, F., and Zimny, S. (1990). Sentence memory:Atheoretical analysis. J. Mem. Lang. 29: 133–159.

    Google Scholar 

  • Kosslyn, S. M. (1991). A cognitive neuroscience of visual cognition: Further developments. In Logie, R. H., and Denis, M. (eds.), Mental Images in Human Cognition, North-Holland, Amsterdam, pp. 351–381.

    Google Scholar 

  • Kosslyn, S. M. (1994). Image and Brain. The Resolution of the Imagery Debate, MIT Press, Cambridge, MA.

    Google Scholar 

  • Kruley, P., Sciama, S. C., and Glenberg, A.M. (1994). On-line processing of textual illustrations in the visuospatial sketchpad: Evidence from dual-task studies. Mem. Cogn. 22: 261–272.

    Google Scholar 

  • Kulhavy, R.W., Stock, W. A., and Kealy, W. A. (1993). How geographic maps increase recall of instructional text. Educ. Technol. Res. Dev. 41: 47–62.

    Google Scholar 

  • Larkin, J. H., and Simon, H. A. (1987). Why a diagram is (sometimes) worth ten thousand words. Cogn. Sci. 11: 65–99.

    Google Scholar 

  • Levie, H. W., and Lentz, R. (1982). Effects of text illustrations: A review of research. Educ. Commun. Technol. J. 30: 195–232.

    Google Scholar 

  • Levin, J. R., Anglin, G. J., and Carney, R. N. (1987). On empirically validating functions of pictures in prose. In Willows, D. M., and Houghton, H. A. (eds.), The Psychology of Illustration, Vol. 1, Springer, New York, pp. 51–86.

    Google Scholar 

  • Lowe, R. K. (1993). Constructing a mental representation from an abstract technical diagram. Learn. Instr. 3(3): 157–179.

    Google Scholar 

  • Mayer, R. E. (1997). Multimedia learning: Are we asking the right questions? Educ. Psychol. 32: 1–19.

    Google Scholar 

  • Mokros, J. R., and Tinker, R. F. (1987). The impact of microcomputer based labs on children's ability to interpret graphs. J. Res. Sci. Teach. 24(4): 369–383.

    Google Scholar 

  • Paivio, A. (1986). Mental Representations: A Dual Coding Approach, Oxford University Press, Oxford, England.

    Google Scholar 

  • Palmer, S. E. (1978). Fundamental aspects of cognitive representation. In Rosch, E., and Lloyd, B. B. (eds.), Cognition and Categorization, Erlbaum, Hillsdale, NJ, pp. 259–303.

    Google Scholar 

  • Peirce, C. S. (1906). Prolegomena to an apology for pragmaticism. Monist 492-546.

  • Peterson, D. (1996). Forms of Representation, Intellect, Exeter.

  • Pinker, S. (1990). A theory of graph comprehension. In Freedle, R. (ed.), Artificial Intelligence and the Future of Testing, Erlbaum, Hillsdale, NJ, pp. 73–126.

    Google Scholar 

  • Schmalhofer, F., and Glavanov, D. (1986). Three components of understanding a programmer's manual: Verbatim, propositional, and situational representations. J. Mem. Lang. 25: 279–294.

    Google Scholar 

  • Schnotz, W. (1993). On the relation between dual coding and mental models in graphics comprehension. Learn. Instr. 3: 247–249.

    Google Scholar 

  • Schnotz, W. (1994). Aufbau vonWissenstrukturen. Untersuchungen zur Kohärenzbildung beim Wissenserwerb mit Texten, Pschologie Verlags Union, Weinheim.

    Google Scholar 

  • Schnotz, W. (2001). Sign sytems, technologies, and the acquisition of knowledge. In Rouet, J. F., Levonen, J., and Biardeau, A. (eds.), Multimedia Learning–Cognitive and Instructional Issues, Elsevier, Amsterdam, pp. 9–29.

    Google Scholar 

  • Schnotz, W., and Bannert, M. (1999). Support and interference effects in learning from multiple representations. In Bagnara, S. (ed.), European Conference on Cognitive Science, 27th-30th Oct. 1999, Istituto di Psicologia Consiglio, Nazionale delle Ricerche, Rome, Italy, pp. 447–452.

  • Shepard, R. N. (1984). Ecological constraints on internal representations: Resonant kinematics of perceiving, thinking, and dreaming. Psychol. Rev. 91: 417–447.

    Google Scholar 

  • Shuell, T. J. (1988). The role of the student in the learning from instruction. Contemp. Educ. Psychol. 13: 276–295.

    Google Scholar 

  • Sims, V. K., and Hegarty, M. (1997). Mental animation in the visuospatial sketchpad: Evidence from dual-tasks studies. Mem. Cogn. 25: 321–332.

    Google Scholar 

  • Tufte, E. R. (1983). The Visual Display of Quantitative Information, Graphics Press, Cheshire, CT.

    Google Scholar 

  • Ullman, S. (1984). Visual routines. Cognition 18: 97–159.

    Google Scholar 

  • Van Dijk, T. A., and Kintsch, W. (1983). Strategies of Discourse Comprehension, Academic Press, New York.

    Google Scholar 

  • Wainer, H. (1992). Understanding graphs and tables. Educ. Res. 21(1): 14–23.

    Google Scholar 

  • Weaver, C. A., III, Mannes, S., and Fletcher, C. R. (eds.). (1995). Discourse Comprehension, Erlbaum, Hillsdale, NJ.

    Google Scholar 

  • Weidenmann, B. (1989). When good pictures fail: An information-processing approach to the effects of illustrations. In Mandl, H., and Levin, J. R. (eds.), Knowledge Acquisition From Text and Pictures, North-Holland, Amsterdam, pp. 157–170.

    Google Scholar 

  • Wertheimer, M. (1938). Laws of Organization in Perceptual Forms in a Source Book for Gestalt Psychology, Routledge & Kegan Paul, London.

    Google Scholar 

  • Winn, W. D. (1994). Contributions of perceptual and cognitive processes to the comprehension of graphics. In Schnotz, W., and Kulhavy, R. (eds.), Comprehension of Graphics, Elsevier, Amsterdam, pp. 3–27.

    Google Scholar 

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Schnotz, W. Commentary: Towards an Integrated View of Learning from Text and Visual Displays. Educational Psychology Review 14, 101–120 (2002). https://doi.org/10.1023/A:1013136727916

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