Abstract
In this study, we investigated whether computer-animated graphics are more effective than static graphics in teaching statistics. Four statistical concepts were presented and explained to students in class. The presentations included graphics either in static or in animated form. The concepts explained were the multiplication of two matrices, the covariance of two random variables, the method of least squares in linear regression, α error, β error, and strength of effect. A comprehension test was immediately administered following the presentation. Test results showed a significant advantage for the animated graphics on retention and understanding of the concepts presented.
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Amthauer, R., Burkhard, B., Liepmann, D., &Beauducel, A. (1999).Intelligenz Struktur Test IST 2000. Göttingen: Hogrefe-Verlag.
Betrancourt, M., &Tversky, B. (2000). Effect of computer animation on users’ performance: Areview.Travail Humain,63, 311–329.
Hegarty, M. (1993). Constructing mental models of machines from text and diagrams.Journal of Memory & Language,32, 717–742.
Johnson-Laird, P. N. (1983).Mental models. Toward a cognitive science of language, inference and consciousness. Cambridge: Cambridge University Press.
Knauff, M., Mulack, T., Kassubek, J., Salik, H. R., &Greenlee, M. W. (2002). Spatial imagery in deductive reasoning.Cognitive Brain Research,13, 203–212.
Lane, D. M. (1999). The Rice Virtual Lab in Statistics.Behavior Research Methods, Instruments, & Computers,31, 24–33.
Lane, D. M., &Tang, Z. (2000). Effectiveness of simulation training on transfer of statistical concepts.Journal of Educational Computing Research,22, 383–396.
Levin, J. R., Anglin, G. J., &Carney, R. N. (1987). On empirically validating functions of pictures in prose. In H. A. Houghton (Ed.),The psychology of illustration (Vol. 1, pp. 116–135). New York: Springer-Verlag.
Lewalter, D. (1997). Kognitive Information sverar beitung beim Lernen mit computerpräsentierten statischen und dynamischen Illustrationen [Cognitive information processing in learning with computer-presented static and dynamic illustrations].Unterrichtswissenschaft,25, 207–222.
Lowe, R. (2001).Perceptual and cognitive challenges to learning with dynamic visualizations. Retrieved June18, 2002, from http://www.iwm-kmrc.de/workshops/visualization/lowe.pdf.
Mayer, R. E., Heiser, J., &Lonn, S. (2001). Cognitive constraints on multimedia learning: When presenting more material results in less understanding.Journal of Educational Psychology,93, 187–198.
Mayer, R. R., &Sims, V. K. (1994). For whom is a picture worth a thousand words? Extensions of a dual-coding theory of multimedia learning.Journal of Educational Psychology,86, 389–401.
Palmiter, S., &Elkerton, J. (1993). Animated demonstrations for learning procedural computer-based tasks.Human—Computer Interaction,8, 193–216.
Rieber, L. P., Boyce, M. J., &Assad, C. (1990). The effects of computer animation on adult learning and retrieval tasks.Journal of Computer Based Instruction,17, 46–52.
Schnotz, W., Boeckheler, J., Grzondziel, H., Gaertner, I., &Waechter, M. (1998). Individuelles und kooperatives Lernen mit interaktiven animierten Bildern [Individual and cooperative learning with interactive animated pictures].Zeitschrift für Pädagogische Psychologie,12, 135–145.
Schulmeister, R. (1995).Grundlagen hypermedialer Lernsysteme: Theorie—Didaktik—Design [Principles of hypermedia learning systems: Theory-didactic-design]. Frankfurt: Addison Wesley.
Strittmatter, P. (1994). Wissenserwerb mit Bildern bei Film und Fernsehen [Knowledge acquisition using pictures from film and television]. In B. Weidenmann (Ed.),Wissenserwerb mit Bildern (pp. 177–194). Bern: Hans Huber.
Weidenmann, B. (1994). Informierende Bilder [Informative pictures]. In B. Weidenmann (Ed.),Wissenserwerb mit Bildern (pp. 9–58). Bern: Hans Huber.
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Wender, K.F., Muehlboeck, JS. Animated diagrams in teaching statistics. Behavior Research Methods, Instruments, & Computers 35, 255–258 (2003). https://doi.org/10.3758/BF03202549
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DOI: https://doi.org/10.3758/BF03202549