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Learning from Mixed-Reality Games: Is Shaking a Tablet as Effective as Physical Observation?

Published:18 April 2015Publication History

ABSTRACT

The possibility of leveraging technology to support children's learning in the real world is both appealing and technically challenging. We have been exploring factors in tangible games that may contribute to both learning and enjoyment with an eye toward technological feasibility and scalability. Previous research found that young children learned early physics principles better when interactively predicting and observing experimental comparisons on a physical earthquake table than when seeing a video of the same. Immersing children in the real world with computer vision-based feedback appears to evoke embodied cognition that enhances learning. In the current experiment, we replicated this intriguing result of the mere difference between observing the real world versus a flat-screen. Further, we explored whether a simple and scalable addition of physical control (such as shaking a tablet) would yield an increase in learning and enjoyment. Our 2x2 experiment found no evidence that adding simple forms of hands-on control enhances learning, while demonstrating a large impact of physical observation. A general implication for educational game design is that affording physical observation in the real world accompanied by interactive feedback may be more important than affording simple hands-on control on a tablet.

References

  1. Antle, A. N. Research opportunities: Embodied child? computer interaction. International Journal of ChildComputer Interaction 1, 1 (2013), 30--36.Google ScholarGoogle Scholar
  2. Antle, A. N., Droumeva, M., & Ha, D. Hands on what?: comparing children's mouse based and tangiblebased interaction. In Proc. IDC 2009, ACM Press (2009), 80--88. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Back, M, Cohen, J, Gold, R, Harrison, S and Minneman,S, Listen Reader: an electronically augmented paper-based book. In Proc. CHI 2001, ACM Press (2001), 23--29. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Bakker, S., van den Hoven, E., & Antle, A. N. MoSo tangibles: evaluating embodied learning. In Proc.of Tangible, embedded, and embodied interaction 2011, ACM Press (2011), 85--92. Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. Bruner, J. Toward a Theory of Instruction. Vol. 59. Harvard University Press (1966).Google ScholarGoogle Scholar
  6. Carini, R. M., George D. K., and Stephen P. Klein. Student engagement and student learning: Testing the linkages*. Research in Higher Education 47.1 (2006), 1--32Google ScholarGoogle ScholarCross RefCross Ref
  7. DeLoache, J. S., et al. "Do babies learn from baby media?." Psychological Science (2010).Google ScholarGoogle Scholar
  8. Englekamp, J. & Zimmer, H. D. Memory for action events: A new field of research. Psychological Research 51.4 (1989), 153--157.Google ScholarGoogle ScholarCross RefCross Ref
  9. Glenberg, Arthur M. What memory is for: Creating meaning in the service of action. Behavioral and brain sciences 20,01 (1997), 41--50.Google ScholarGoogle ScholarCross RefCross Ref
  10. Hayne, H., Herbert, J. & Simcock, G. Imitation from television by 24- and 30-month-olds. Developmental Science, 6, 3 (2003), 254--261.Google ScholarGoogle ScholarCross RefCross Ref
  11. Henning, P. (1998). Everyday Cognition and Situated Learning. In Jonassen, D. (Ed.), Handbook of Research on Educational Communications and Technology. (2004), 829--861.Google ScholarGoogle Scholar
  12. Kahn, P. H., Severson, R. L., & Ruckert, J. H. The human relation with nature and technological nature. Current Directions in Psychological Science, 18, 1 (2009), 37--42.Google ScholarGoogle ScholarCross RefCross Ref
  13. Klahr, D., Triona, L. M., and Williams, C. Hands on what? The relative effectiveness of physical versus virtual materials in an engineering design project by middle school children. Journal of Research in Science Teaching 44.1 (2007), 183--203.Google ScholarGoogle ScholarCross RefCross Ref
  14. Martin, T., & Schwartz, D. L. Physically distributed learning: Adapting and reinterpreting physical environments in the development of the fraction concept. Cognitive Science, 29 (2005), 587--625.Google ScholarGoogle ScholarCross RefCross Ref
  15. Montessori, M. Montessori method. Random House Digital, Inc., (1964).Google ScholarGoogle Scholar
  16. Olympiou, G., and Zacharias C. Z. Blending physical and virtual manipulatives: An effort to improve students' conceptual understanding through science laboratory experimentation. Science Education 96, 1 (2012), 21--47.Google ScholarGoogle ScholarCross RefCross Ref
  17. O'Malley, C., Stanton-Fraser, D.: Literature review in learning with tangible technologies, Nesta FutureLab Series, report 12 (2004).Google ScholarGoogle Scholar
  18. Pouw, W. T., Van Gog, T., & Paas, F. An embedded and embodied cognition review of instructional manipulatives. Educational Psychology Review, 26, 1 (2014),, 51--72.Google ScholarGoogle ScholarCross RefCross Ref
  19. Quinn, H. et al., A Framework for K-12 Science Education: Practices, Crosscutting Concepts, and Core Ideas, The National Academies Press (2012)Google ScholarGoogle Scholar
  20. Raffle, Hayes Solos, Amanda J. Parkes, and Hiroshi Ishii. Topobo: a constructive assembly system with kinetic memory. In Proc CHI 2004, ACM Press (2004), 647--654. Google ScholarGoogle ScholarDigital LibraryDigital Library
  21. Resnick, M., et al. Digital manipulatives: new toys to think with. In Proc. CHI 1998, ACM Press (1998), 281--287. Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. Rieser, J.J., Garing, A.E. and Young M.F. Imagery, action and young children's spatial orientation-it's not being there that counts, it's what one has in mind. Child Development, 65, 5 (1994), 1262--1278.Google ScholarGoogle ScholarCross RefCross Ref
  23. Rizzolatti, G., Craighero, L. The mirror-neuron system, Annual Review of Neuroscience, 27 (2004) 169--192.Google ScholarGoogle ScholarCross RefCross Ref
  24. Rogers, Y., et al. A conceptual framework for mixed reality environments: designing novel learning activities for young children. Presence: Teleoperators and Virtual Environments 11, 6 (2002), 677--686. Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. Ryokai, R. and Cassell, J. (1999). StoryMat: a play space for collaborative storytelling. In Proc. CHI 1999, ACM Press (1999), 272--273 Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Schneider, B., Jermann, P., Zufferey, G., & Dillenbourg, P. Benefits of a Tangible Interface for Collaborative Learning and Interaction. IEEE Transactions on Learning Technologies, 4 (2011), 222--232. Google ScholarGoogle ScholarDigital LibraryDigital Library
  27. Shelley, T., Lyons, L., Zellner, M., & Minor, E. Evaluating the embodiment benefits of a paper-based tui for educational simulations. Ext. Abstracts CHI 2011, ACM Press (2011), 1375--1380. Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. Ullmer, B. and Ishii, H. Emerging frameworks for tangible user interfaces. IBM Syst. J. (2000) 915--931. Google ScholarGoogle ScholarDigital LibraryDigital Library
  29. Yannier, N., Basdogan, C., Tasiran, S., Sen, O. L., Using Haptics to Convey Cause and Effect Relations in Climate Visualization, IEEE Transactions on Haptics, 1, 2 (2009), 130--141. Google ScholarGoogle ScholarDigital LibraryDigital Library
  30. Yannier, N., Hudson. E. S, Wiese, E., Koedinger, K., Adding Physicality to an Interactive Game Improves Learning and Enjoyment: Evidence from EarthShake, Under ReviewGoogle ScholarGoogle Scholar
  31. Yannier, N., Koedinger, K. R. and Hudson, S. E. Tangible Collaborative Learning with a Mixed-Reality Game: EarthShake. Artificial Intelligence in Education. Springer Berlin Heidelberg (2013), 131--140.Google ScholarGoogle ScholarCross RefCross Ref
  32. Walker, E., & Burleson, W. Using Need Validation to Design an Intelligent Tangible Learning Environment, Ext. Abstracts CHI 2012, ACM Press (2012), 2123--2128. Google ScholarGoogle ScholarDigital LibraryDigital Library

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    • Published in

      cover image ACM Conferences
      CHI '15: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems
      April 2015
      4290 pages
      ISBN:9781450331456
      DOI:10.1145/2702123

      Copyright © 2015 ACM

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      Publication History

      • Published: 18 April 2015

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      CHI '15 Paper Acceptance Rate486of2,120submissions,23%Overall Acceptance Rate6,199of26,314submissions,24%

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