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Collaboration modality, cognitive load, and science inquiry learning in virtual inquiry environments

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Abstract

Educational multi-user virtual environments (MUVEs) have been shown to be effective platforms for situated science inquiry curricula. While researchers find MUVEs to be supportive of collaborative scientific inquiry processes, the complex mix of multi-modal messages present in MUVEs can lead to cognitive overload, with learners unable to effectively process the rich information encountered in virtual space. In this study, we investigated the effect of communication modality on cognitive load and science inquiry learning in students completing a science inquiry curriculum in an educational MUVE. Seventy-eight undergraduate education majors from a large southwestern university participated in this control-treatment study. Significant positive results were found for reducing cognitive load for participants communicating through voice-based chat, although this reduction was not found to influence learning outcomes. We conclude that use of voice-based communication can successfully reduce cognitive load in MUVE-based inquiry curricula.

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References

  • Almond, R. G., Steinberg, L. S., & Mislevy, R. J. (2002). Enhancing the design and delivery of assessment systems: A four-process architecture. Journal of Technology, Learning, and Assessment, 1(5), 3–63. Retrieved February 29, 2008, from http://escholarship.bc.edu/jtla/vol1/5/.

    Google Scholar 

  • Barab, S. A., Thomas, M., Dodge, T., Carteaux, R., & Tuzan, H. (2005). Making learning fun: Quest Atlantis, a game without guns. Educational Technology Research and Development, 53(1), 86–108.

    Article  Google Scholar 

  • Behrens, J. T., Mislevy, R. J., Bauer, M., Williamson, D. M., & Levy, R. (2004). Introduction to evidence centered design and lessons learned from its application in a global E-learning program. International Journal of Testing, 4, 295–301.

    Article  Google Scholar 

  • Bers, M. U. (1999, December). Zora: A graphical multi-user environment to share stories about the self. Paper presented at the Computer Support for Collaborative Learning (CSCL’99).

  • Brünken, R., Plass, J. L., & Leutner, D. (2003). Direct measurement of cognitive load in multimedia learning. Educational Psychologist, 38(1), 53–61.

    Article  Google Scholar 

  • Corbit, M. (2002). Building virtual worlds for informal science learning (SciCentr and SciFair) in the Active Worlds Educational Universe (AWEDU). Presence: Teleoperators & Virtual Environment, 11(1), 55–67.

    Article  Google Scholar 

  • de Jong, T. (2006). Technological advances in inquiry learning. Science, 312, 532–533.

    Article  Google Scholar 

  • Dede, C., Ketelhut, D. J., & Reuss, K. (2002, October). Motivation, usability, and learning outcomes in a prototype museum-based multi-user virtual environment. Paper presented at the Fifth International Conference of the Learning Sciences.

  • Dede, C., Salzman, M., & Loftin, R. B. (1996). The development of a virtual world for learning Newtonian mechanics. In P. Brusilovsky, P. Kommers, & N. A. Streitz (Eds.), Multimedia, hypermedia, and virtual reality: Models, systems, and applications (pp. 87–106). Berlin: Springer.

    Google Scholar 

  • EDUCAUSE Center for Applied Research. (2005). From tin cans to the holodeck: The future of networking in higher education (IT Networking in Higher Education: ECAR Research Study 2). Washington, DC: Arthur C. Clarke.

  • Embretson, S. E. (1998). A cognitive design system approach to generating valid tests: Application to abstract reasoning. Psychological Methods, 3, 300–396.

    Article  Google Scholar 

  • Embretson, S. E. (2002). Generating abstract reasoning items with cognitive theory. In S. H. Irvine & P. C. Kyllonen (Eds.), Item generation for test development (pp. 219–250). Mahwah, NJ: Earlbaum.

    Google Scholar 

  • Embretson, S. E. (2005). Measuring human intelligence with artificial intelligence. In R. J. Sternberg & J. E. Pretz (Eds.), Cognition and intelligence (pp. 251–267). Cambridge, UK: Cambridge University Press.

    Google Scholar 

  • Gee, J. P. (2003). What video games have to teach us about learning and literacy. New York, NY: Palgrave Macmillan.

    Google Scholar 

  • Gunawardena, C. N., & Zittle, F. (1997). Social presence as a predictor of satisfaction within a computer-mediated conferencing environment. American Journal of Distance Education, 11(3), 8–26.

    Article  Google Scholar 

  • Johnson, A., Moher, T., Cho, Y., Edelson, D., & Russell, E. (2004). Learning science inquiry skills in a virtual field. Computers & Graphics, 28, 409–416.

    Article  Google Scholar 

  • Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41(2), 75–86.

    Article  Google Scholar 

  • Light, J. L., Singer, J. D., & Willett, J. B. (1990). By design: Planning research on higher education. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Mayer, R. E. (2005). Introduction to multimedia learning. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (pp. 1–16). New York: Cambridge University Press.

    Google Scholar 

  • Mayer, R. E., & Clark, R. C. (2007). Using rich media wisely. In R. A. Reiser & J. V. Dempsey (Eds.), Trends and issues in instructional design and technology (pp. 311–322). New Jersey: Pearson Education Inc.

    Google Scholar 

  • Mayer, R. E., & Moreno, R. (1999). Maximizing constructivist learning from multimedia communications by minimizing cognitive load. Journal of Educational Psychology, 91(4), 638.

    Article  Google Scholar 

  • Mayer, R. E., & Moreno, R. (2003). Nine ways to reduce cognitive load in multimedia learning. Educational Psychologist, 38(1), 43–52.

    Article  Google Scholar 

  • Misha, S. (2002). A design framework for online learning environments. British Journal of Educational Technology, 33(4), 493–496.

    Article  Google Scholar 

  • Mislevy, R. J., Steinberg, L. S., & Almond, R. G. (2003). On the structure of educational assessments. Measurement: Interdisciplinary Research and Perspectives, 1, 3–67.

    Article  Google Scholar 

  • Mislevy, R. J., Steinberg, L. S., Almond, R. G., Haertel, G., & Penuel, W. (2002). Leverage points for improving educational assessment. In B. Means & G. Haertel (Eds.), Evaluating the effects of technology in education. New York: Teachers College Press.

    Google Scholar 

  • Nelson, B. (2007). Exploring the use of individualized, reflective guidance in an educational multi-user virtual environment. The Journal of Science Education and Technology, 16(1), 83–97.

    Article  Google Scholar 

  • Nelson, B., & Erlandson, B. (2007, April). Multimedia design principles for learning in multi-user virtual environments. Paper presented at the American Educational Research Association, Chicago.

  • Nelson, B., & Erlandson, B. (2008). Managing cognitive load in educational multi-user virtual environments: Reflection on design practice. Educational Technology Research and Development, 56(5–6), 619–641.

    Article  Google Scholar 

  • Nelson, B., & Ketelhut, D. J. (2007). Scientific inquiry in educational multi-user virtual environments. Educational Psychology Review, 19, 265–283.

    Article  Google Scholar 

  • Nelson, B., Ketelhut, D., Clarke, J., Bowman, C., & Dede, C. (2005). Design-based research strategies for developing a scientific inquiry curriculum in a multi-user virtual environment. Educational Technology, 45(1), 21–27.

    Google Scholar 

  • Normand, V., Babski, C., Raupp-Musse, S., Thalmann, D., Benford, S., Bullock, A., et al. (1999). The COVEN project: Exploring applicative, technical, and usage dimensions of collaborative virtual environments. Presence, 8(2), 218–236.

    Article  Google Scholar 

  • Paas, F., & Van Merriënboer, J. J. G. (1994). Instructional control of cognitive load in the training of complex cognitive tasks. Educational Psychology Review, 6, 51–71.

    Article  Google Scholar 

  • Paas, F., Van Merriënboer, J. J. G., & Adam, J. J. (1994). Measurement of cognitive-load in instructional research. Perceptual and Motor Skills, 79, 419–430.

    Google Scholar 

  • Paivio, A. (1971). Imagery and verbal processes. New York: Holt, Rinehart & Winston.

    Google Scholar 

  • Paivio, A. (1986). Mental representations: A dual coding approach. Oxford, England: Oxford University Press.

    Google Scholar 

  • Paivio, A. (1991). Dual coding theory: Retrospect and current status. Canadian Journal of Psychology, 45, 255–287.

    Google Scholar 

  • Quest Atlantis. (n.d.). Retrieved March 4, 2008, from http://atlantis.crlt.indiana.edu/.

  • River City Project. (n.d.). Retrieved March 4, 2008, from http://muve.gse.harvard.edu/rivercityproject/.

  • Sadler, T., Barab, S., & Scott, B. (2007). What do students gain by engaging in socioscientific inquiry? Research in Science Education, 37, 371–391.

    Article  Google Scholar 

  • Sallnäs, E. (2005). Effects of communication mode on social presence, virtual presence, and performance in collaborative virtual environments. Presence, 14(4), 434–449.

    Article  Google Scholar 

  • Singh, A., & Acharya, A. (2005). Multiplayer networked gaming with the session initiation protocol. Computer Networks, 49, 38–51.

    Article  Google Scholar 

  • Singh, A., & Acharya, A. (2006). SPLAT: A unified SIP services platform for VoIP applications. International Journal of Communication Systems, 19, 425–444.

    Article  Google Scholar 

  • Slator, B. M., Hill, C., & Del Val, D. (2004). Teaching computer science with virtual worlds. IEEE Transactions on Education, 47(2), 269–275.

    Article  Google Scholar 

  • Steinberg, L. S., Mislevy, R. J., Almond, R. G., Baird, A. B., Callahan, C., DiBello, L. V., et al. (2003). Introduction to the biomass project: An illustration of evidence-centered assessment design and delivery capability. CSE Technical Report. Los Angeles, CA: UCLA Center for the Study of Evaluation (ERIC Document Reproduction Service No. ED483027).

  • Sweller, J. (1999). Instructional design in technical areas. Camberwell, Australia: ACER Press.

    Google Scholar 

  • Wallingford, T. (2005). What Is VoIP? Retrieved 7/24/2007, from http://www.oreillynet.com/pub/a/network/2005/09/02/what-is-voip.html.

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Correspondence to Benjamin E. Erlandson.

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Erlandson, B.E., Nelson, B.C. & Savenye, W.C. Collaboration modality, cognitive load, and science inquiry learning in virtual inquiry environments. Education Tech Research Dev 58, 693–710 (2010). https://doi.org/10.1007/s11423-010-9152-7

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