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

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.

[1]  Richard E. Mayer,et al.  The Cambridge Handbook of Multimedia Learning: Introduction to Multimedia Learning , 2005 .

[2]  Priya Mahadevan,et al.  SPLAT: a unified SIP services platform for VoIP applications: Research Articles , 2006 .

[3]  Eva-Lotta Sallnäs,et al.  Effects of Communication Mode on Social Presence, Virtual Presence, and Performance in Collaborative Virtual Environments , 2005, Presence: Teleoperators & Virtual Environments.

[4]  Marina Umaschi Bers,et al.  Zora: a graphical multi-user environment to share stories about the self , 1999, CSCL.

[5]  Brian C. Nelson,et al.  Design-based Research Strategies for Developing a Scientific Inquiry Curriculum in a Multi-User Virtual Environment , 2005 .

[6]  A. Paivio Mental Representations: A Dual Coding Approach , 1986 .

[7]  C. Gunawardena,et al.  Social presence as a predictor of satisfaction within a computer‐mediated conferencing environment , 1997 .

[8]  Brian C. Nelson,et al.  Scientific Inquiry in Educational Multi-user Virtual Environments , 2007 .

[9]  Robert A. Reiser,et al.  Trends and issues in instructional design and technology , 2002 .

[10]  Priya Mahadevan,et al.  SPLAT: a unified SIP services platform for VoIP applications , 2006, Int. J. Commun. Syst..

[11]  R. Mayer,et al.  Maximizing Constructivist Learning From Multimedia Communications by Minimizing Cognitive Load , 1999 .

[12]  Richard E. Mayer,et al.  Multimedia Learning: INTRODUCTION TO MULTIMEDIA LEARNING , 2009 .

[13]  D. Leutner,et al.  Direct Measurement of Cognitive Load in Multimedia Learning , 2003 .

[14]  Russell G. Almond,et al.  Enhancing the Design and Delivery of Assessment Systems: A Four-Process Architecture , 2002 .

[15]  Brian M. Slator,et al.  Teaching computer science with virtual worlds , 2004, IEEE Transactions on Education.

[16]  John B. Willett,et al.  By Design: Planning Research on Higher Education , 1990 .

[17]  S. Barab,et al.  What Do Students Gain by Engaging in Socioscientific Inquiry? , 2007 .

[18]  Richard E. Clark,et al.  Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching , 2006 .

[19]  R. Mayer,et al.  Nine Ways to Reduce Cognitive Load in Multimedia Learning , 2003 .

[20]  James Paul Gee,et al.  What video games have to teach us about learning and literacy , 2007, CIE.

[21]  Arup Acharya,et al.  Multiplayer Networked Gaming with the Session Initiation Protocol , 2005, Comput. Networks.

[22]  Michael K. Thomas,et al.  Making learning fun: Quest Atlantis, a game without guns , 2005 .

[23]  R. Almond,et al.  Focus Article: On the Structure of Educational Assessments , 2003 .

[24]  Steve Benford,et al.  The COVEN Project: Exploring Applicative, Technical, and Usage Dimensions of Collaborative Virtual Environments , 1999, Presence: Teleoperators & Virtual Environments.

[25]  F. Paas,et al.  Measurement of Cognitive Load in Instructional Research , 1994, Perceptual and motor skills.

[26]  Margaret Corbit Building Virtual Worlds for Informal Science Learning (SciCentr and SciFair) in the Active Worlds Educational Universe (AWEDU) , 2002, Presence: Teleoperators & Virtual Environments.

[27]  Christopher Hertzog,et al.  Metacognition and Intelligence , 2005 .

[28]  David M. Williamson,et al.  Introduction to Evidence Centered Design and Lessons Learned From Its Application in a Global E-Learning Program , 2004 .

[29]  Susan E. Embretson Measuring Human Intelligence with Artificial Intelligence , 2004 .

[30]  F. Paas,et al.  Instructional control of cognitive load in the training of complex cognitive tasks , 1994 .

[31]  Sanjaya Mishra A design framework for online learning environments , 2002, Br. J. Educ. Technol..

[32]  Ton de Jong,et al.  Technological Advances in Inquiry Learning , 2006 .

[33]  R. Almond,et al.  Leverage Points for Improving Educational Assessment , 2000 .

[34]  A. Paivio Dual coding theory: Retrospect and current status. , 1991 .

[35]  A. Paivio Imagery and verbal processes , 1972 .

[36]  S. Embretson A cognitive design system approach to generating valid tests : Application to abstract reasoning , 1998 .

[37]  Brian C. Nelson,et al.  Managing cognitive load in educational multi-user virtual environments: reflection on design practice , 2008 .

[38]  R. Bowen Loftin,et al.  The Development of a Virtual world for Learning Newtonian Mechanics , 1994, MHVR.

[39]  Norbert A. Streitz,et al.  Multimedia, Hypermedia, and Virtual Reality Models, Systems, and Applications , 1996, Lecture Notes in Computer Science.

[40]  Brian C. Nelson Exploring the Use of Individualized, Reflective Guidance In an Educational Multi-User Virtual Environment , 2007 .

[41]  Russell G. Almond,et al.  Introduction to the Biomass Project: An Illustration of Evidence-Centered Assessment Design and Delivery Capability. CSE Report. , 2003 .

[42]  Richard Mayer,et al.  Multimedia Learning , 2001, Visible Learning Guide to Student Achievement.

[43]  John Sweller,et al.  Instructional Design in Technical Areas , 1999 .

[44]  Yongjoo Cho,et al.  Learning science inquiry skills in a virtual field , 2004, Comput. Graph..