Pedagogical Agents in Multimedia Learning Environments: Do They Facilitate or Hinder Learning?
Abstract
What are the reasons for introducing an animated life-like character, referred to as a pedagogical agent, into a multimedia learning environment? On the one hand the definition of pedagogical agents implicitly implies a supportive role of these characters within the learning process (Johnson, Shaw et al., 1998). On the other hand research on pedagogical agents is still in its initial stages. We know little about the conditions under which the integration of pedagogical agents is appropriate and effective. The goal of this study is the differentiated examination of the pedagogical agent's effect on the learner's motivation and the actual learning outcome.
In our study 175 university students worked with a multimedia learning environment on visual perception. In the experimental condition, a pedagogical agent guided the learning process by explaining the individual learning tasks. In the control condition, the same information was provided as on-screen text. The learner's motivation was measured during the learning period and subsequently the learner's performance in retention and transfer tasks was assessed. The results show no differences between the two experimental conditions, neither in motivation nor in retention and transfer tasks. This result is particularly important in light of the immense programming effort required to integrate pedagogical agents. The issue of whether it is reasonable to introduce pedagogical agents will be discussed in this paper.
References
[1]
André, E., Rist, T., & Müller, J. (1999). Employing AI methods to control the behavior of animated interface agents. Applied Artificial Intelligence, 13, 415-448.
[2]
Atkinson, J. W. (1974). Motivational determinants of intellective performance and cumulative achievement. In J. W. Atkinson & J. O. Raynor (Eds.), Motivation and achievement (pp. 389-410). Washington, DC: Winston.
[3]
Bendel, O. (2004). Merkmale, Ziele und Funktionen pädagogischer Agenten. Paper presented at the 9. InternationalenSymposiums fur Informationswissenschaft (ISI 2004), Chur, 6.-8. Oktober 2004.
[4]
Bente, G., & Krämer, N. C. (2001). Psychologische Aspekte bei der Implementierung und Evaluation nonverbal agierender Interface-Agenten. Retrieved 07.10., 2003, from http://www.embassi.de/publi/veroeffent/phhINP045KHM01.pdf
[5]
Bloom, B. S. (1973). Individuelle Unterschiede in der Schulleistung: ein überholtes Problem? In W. Edelstein & D. Hopf (Eds.), Bedingungen des Bildungsprozesses (pp. 251-284). Stuttgart: Klett.
[6]
Bradshaw, J. M. (1997). Software Agents. Menlo Park, California: AAAI Press / The MIT Press.
[7]
Brennan, S. (1990). Conversation as direct manipulation: An Iconoclastic View. In B. Laurel (Ed.), The Art of Human-Computer Interface Design (pp. 393-404). Reading: Addison-Wesley.
[8]
Chandler, P., & Sweller, J. (1991). Cognitive load theory and the format of instruction. Cognition and Instruction, 8(4), 293-332.
[9]
Clarebout, G., Elen, J., Johnson, W. L., & Shaw, E. (2002). Animated Pedagogical Agents: An Opportunity to be grasped? Journal of Educational Multimedia and Hypermedia, 11(3), 267-286.
[10]
Heller, K. (Ed.). (1991). Begabungsdiagnostik in der Schul- und Erziehungsberatung. Bern: Huber.
[11]
Helmke, A., & Weinert, F. E. (1997). Bedingungsfaktoren schulischer Leistungen. In F. E. Weinert (Ed.), Psychologie des Unterrichts und der Schule (Vol. Bd. 3, pp. 71-176). Göttingen: Hogrefe.
[12]
Johnson, W. J., Shaw, E., & Ganeshan, R. (1998). Pedagogical Agents on the Web. Retrieved 23.10., 2003, from http://www.isi.edu/isd/ADE/papers/its98/ITS98-WW.htm
[13]
Johnson, W. L., Rickel, J., Stiles, R., & Munro, A. (1998). Integrating Pedagogical Agents into Virtual Environments. Teleoperators and Virtual Environments, 7(6), 523-546.
[14]
Laurel, B. (1990). Interface agents: Metaphors with character. In B. Laurel (Ed.), The Art of Human-Computer Interface Design (pp. 355-365). Reading: Addison-Wesley.
[15]
Lester, J. C., Converse, S. A., Kahler, S. R., Barlow, S. T., & Stone, B. A. (1997). The persona effect: Affective impact of animated pedagogical agents. Paper presented at the CHI '97, New York.
[16]
Moreno, R. (2003). Animated Pedagogical Agents: How do they help students construct knowledge from Interactive Multimedia Environments? Unpublished manuscript.
[17]
Moreno, R., Mayer, R. E., & Lester, J. C. (2000). Life-Like Pedagogical Agents in Constructivist Multimedia Environments: Cognitive Consequences of their Interaction. Paper presented at the World Conference on Educational Multimedia, Hypermedia and Telecommunications (ED-MEDIA 2000), Montreal, Canada.
[18]
Rheinberg, F., Vollmeyer, R., & Burns, B. D. (2001a). FAM: Ein Fragebogen zur Erfassung aktueller Motivation in Lern- und Leistungssituationen. Diagnostica, 47(2), 57-66.
[19]
Rheinberg, F., Vollmeyer, R., & Burns, B. D. (2001b). FAM: Ein Fragebogen zur Erfassung aktueller Motivation in Lern- und Leistungssituationen (Langversion, 2001). Retrieved 30.10., 2003, from http://www.psych.uni-potsdam.de/people/rheinberg/messverfahren/FAMLangfassung.pdf
[20]
Thórisson, K. R. (1996). Communicative humanoids. A computational model of psychosocial dialogue skills. PHD-Thesis: MIT.
- Pedagogical Agents in Multimedia Learning Environments: Do They Facilitate or Hinder Learning?
Recommendations
Are Pedagogical Agents' External Regulation Effective in Fostering Learning with Intelligent Tutoring Systems?
ITS 2016: Proceedings of the 13th International Conference on Intelligent Tutoring Systems - Volume 9684In this study we tested whether external regulation provided by artificial pedagogical agents PAs was effective in facilitating learners' self-regulated learning SRL and can therefore foster complex learning with a hypermedia-based intelligent tutoring ...
Lifelike Pedagogical Agents for Mixed-initiative Problem Solving in Constructivist Learning Environments
Mixed-initiative problem solving lies at the heart of knowledge- based learning environments. While learners are actively engaged in problem-solving activities, learning environments should monitor their progress and provide them with feedback in a ...
Comments
Please enable JavaScript to view thecomments powered by Disqus.Information & Contributors
Information
Published In
Publisher
IOS Press
Netherlands
Publication History
Published: 14 May 2005
Qualifiers
- Article
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 0Total Downloads
- Downloads (Last 12 months)0
- Downloads (Last 6 weeks)0
Reflects downloads up to 14 Jan 2025