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The Effects of a Pedagogical Agent for Informal Science Education on Learner Behaviors and Self-efficacy

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7926))

Abstract

We describe Coach Mike, an animated pedagogical agent for informal computer science education, and report findings from two experiments that provide initial evidence for the efficacy of the system. In the first study, we found that Coach Mike’s presence led to 20% longer holding times, increased acceptance of programming challenges, and reduced misuse of the exhibit, but had limited cumulative impact on attitudes, awareness, and knowledge beyond what the host exhibit already achieved. In the second study, we compared two different versions of Coach Mike and found that the use of enthusiasm and self-regulatory feedback led to greater self-efficacy for programming.

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References

  1. Johnson, W.L., et al.: Animated Pedagogical Agents: Face-to-Face Interaction in Interactive Learning Environments. International Journal of Artificial Intelligence in Education 11, 47–48 (2000)

    Google Scholar 

  2. Dunsworth, Q., Atkinson, R.K.: Fostering multimedia learning of science: Exploring the role of an animated agent’s image. Computers & Education 49, 677–690 (2007)

    Article  Google Scholar 

  3. Craig, S.D., et al.: Animated pedagogical agents in multimedia educational environments: Effects of agent properties, picture features, and redundancy. Journal of Educational Psychology 94, 428–434 (2002)

    Article  Google Scholar 

  4. Clark, R.E., Choi, S.: Five design principles for experiments on the effects of animated pedagogical agents. Journal of Educational Computing Research 32, 209–225 (2005)

    Article  Google Scholar 

  5. Dehn, D.M., van Mulken, S.: The impact of animated interface agents: a review of empirical research. Int. J. Hum.-Comput. Stud. 52, 1–22 (2000)

    Article  Google Scholar 

  6. Arroyo, I., et al.: Affective Gendered Learning Companions. In: Dimitrova, V., Mizoguchi, R., du Boulay, B., Graesser, A.C. (eds.) Proc. of the 14th International Conference on Artificial Intelligence in Education, pp. 41–48. IOS Press (2009)

    Google Scholar 

  7. Lester, J.C., et al.: The persona effect: affective impact of animated pedagogical agents. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 359–366. ACM, Atlanta (1997)

    Chapter  Google Scholar 

  8. Kim, Y., et al.: Pedagogical Agents as Learning Companions: The Role of Agent Competency and Type of Interaction. Educational Technology Research and Development 54, 223–243 (2006)

    Article  Google Scholar 

  9. Krämer, N., Bente, G.: Personalizing e-Learning. The Social Effects of Pedagogical Agents. Educational Psychology Review 22, 71–87 (2010)

    Google Scholar 

  10. Heckman, J.J.: Skill Formation and the Economics of Investing in Disadvantaged Children. Science 312, 1900–1902 (2006)

    Article  Google Scholar 

  11. Friedman, A.J. (ed.): Framework for evaluating impacts of informal science education projects. National Science Foundation (2008)

    Google Scholar 

  12. Calvo, R.A., D’Mello, S.: New perspectives on affect and learning technologies. Springer, New York (2011)

    Book  Google Scholar 

  13. Bickmore, T., Pfeifer, L., Schulman, D.: Relational agents improve engagement and learning in science museum visitors. In: Vilhjálmsson, H.H., Kopp, S., Marsella, S., Thórisson, K.R. (eds.) IVA 2011. LNCS, vol. 6895, pp. 55–67. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  14. Kopp, S., Gesellensetter, L., Krämer, N.C., Wachsmuth, I.: A Conversational Agent as Museum Guide – Design and Evaluation of a Real-World Application. In: Panayiotopoulos, T., Gratch, J., Aylett, R., Ballin, D., Olivier, P., Rist, T. (eds.) IVA 2005. LNCS (LNAI), vol. 3661, pp. 329–343. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  15. Swartout, W., et al.: Ada and Grace: Toward Realistic and Engaging Virtual Museum Guides. In: Allbeck, J., Badler, N., Bickmore, T., Pelachaud, C., Safonova, A. (eds.) IVA 2010. LNCS (LNAI), vol. 6356, pp. 286–300. Springer, Heidelberg (2010)

    Google Scholar 

  16. Falk, J.H., Dierking, L.D.: Learning from museums: visitor experiences and the making of meaning. AltaMira Press, Walnut Creek (2000)

    Google Scholar 

  17. Horn, M.S., et al.: Comparing the use of tangible and graphical programming languages for informal science education. In: Proc. 27th Int. Conf. on Human Factors in Computing Systems, pp. 975–984. ACM, Boston (2009)

    Google Scholar 

  18. Lane, H.C., Noren, D., Auerbach, D., Birch, M., Swartout, W.: Intelligent tutoring goes to the museum in the big city: A pedagogical agent for informal science education. In: Biswas, G., Bull, S., Kay, J., Mitrovic, A. (eds.) AIED 2011. LNCS, vol. 6738, pp. 155–162. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  19. Hattie, J., Timperley, H.: The Power of Feedback. Review of Educational Research 77, 81–112 (2007)

    Article  Google Scholar 

  20. Kunz-Kollman, E., Reich, C.: Lessons from observations of educator support at an engineer design activity (No. 2007-9). Museum of Science, Boston (2007)

    Google Scholar 

  21. Bandura, A.: Self-efficacy: the exercise of self-control. W.H. Freeman, New York (1997)

    Google Scholar 

  22. Lepper, M.R., et al.: Motivational techniques of expert human tutors: Lessons for the design of computer-based tutors. In: Lajoie, S.P., Derry, S.J. (eds.) Computers as Cognitive Tools, pp. 75–105. Lawrence Erlbaum Associates, Inc., Hillsdale (1993)

    Google Scholar 

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Lane, H.C. et al. (2013). The Effects of a Pedagogical Agent for Informal Science Education on Learner Behaviors and Self-efficacy. In: Lane, H.C., Yacef, K., Mostow, J., Pavlik, P. (eds) Artificial Intelligence in Education. AIED 2013. Lecture Notes in Computer Science(), vol 7926. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39112-5_32

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  • DOI: https://doi.org/10.1007/978-3-642-39112-5_32

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-39111-8

  • Online ISBN: 978-3-642-39112-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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