Earth science learning in SMALLab: A design experiment for mixed reality

Conversational technologies such as email, chat rooms, and blogs have made the transition from novel communication technologies to powerful tools for learning. Currently virtual worlds are undergoing the same transition. We argue that the next wave of innovation is at the level of the computer interface, and that mixed-reality environments offer important advantages over prior technologies. Thus, mixed reality is positioned to have a broad impact on the future of K-12 collaborative learning. We propose three design imperatives that arise from our ongoing work in this area grounded in research from the learning sciences and human-computer interaction. By way of example, we present one such platform, the Situated Multimedia Arts Learning Lab [SMALLab]. SMALLab is a mixed-reality environment that affords face-to-face interaction by colocated participants within a mediated space. We present a recent design experiment that involved the development of a new SMALLab learning scenario and a collaborative student participation framework for a 3-day intervention for 72 high school earth science students. We analyzed student and teacher exchanges from classroom sessions both during the intervention and during regular classroom instruction and found significant increases in the number of student-driven exchanges within SMALLab. We also found that students made significant achievement gains. We conclude that mixed reality can have a positive impact on collaborative learning and that it is poised for broad dissemination into mainstream K-12 contexts.

[1]  Hiroshi Ishii,et al.  Tangible bits: towards seamless interfaces between people, bits and atoms , 1997, CHI.

[2]  R. Sukthankar,et al.  Towards Ambient Projection for Intelligent Environments , 2005, Computer Vision for Interactive and Intelligent Environment (CVIIE'05).

[3]  Etienne Wenger,et al.  Communities of Practice: Learning, Meaning, and Identity , 1998 .

[4]  John M. Carroll,et al.  Designing Interaction: Psychology at the Human-Computer Interface , 1991 .

[5]  A. diSessa Local sciences: viewing the design of human-computer systems as cognitive science , 1991 .

[6]  Arben Asllani,et al.  Sharing knowledge with conversational technologies: web logs versus discussion boards , 2008, Int. J. Inf. Technol. Manag..

[7]  R. Hake Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses , 1998 .

[8]  S. Hord Professional Learning Communities: Communities of Continuous Inquiry and Improvement. , 1997 .

[9]  Mark Guzdial,et al.  Collaborative learning at low cost: CoWeb use in English composition , 2002, CSCL.

[10]  R. Hake Interactive-engagement vs Traditional Methods in Mechanics Instruction* , 1998 .

[11]  David W. Johnson,et al.  Cooperation and Competition: Theory and Research , 1989 .

[12]  David Chen,et al.  General system theory: Toward a conceptual framework for science and technology education for all , 1993 .

[13]  Martin Dougiamas Moodle-A Free, Open Source Course Management System for Online Learning , 2006 .

[14]  Abbie Brown,et al.  Design experiments: Theoretical and methodological challenges in creating complex interventions in c , 1992 .

[15]  Brian C. Nelson,et al.  Robust Design Strategies for Scaling Educational Innovations: The River City MUVE Case Study , 2007 .

[16]  E. Wenger Communities of Practice: Learning, Meaning, and Identity , 1998 .

[17]  David Birchfield,et al.  Mediated education in a creative arts context: research and practice at Whittier Elementary School , 2007, IDC.

[18]  L. Resnick,et al.  Knowing, Learning, and Instruction , 2018 .

[19]  Ann L. Brown,et al.  Guided, Cooperative Learning and Individual Knowledge Acquisition , 2018, Knowing, Learning, and Instruction.

[20]  Starr Roxanne Hiltz,et al.  Learning Networks: A Field Guide to Teaching and Learning Online , 1995 .

[21]  David Birchfield,et al.  SMALLab: a mediated platform for education , 2006, SIGGRAPH '06.

[22]  David Hestenes,et al.  Modeling methodology for physics teachers , 2008 .

[23]  R. Slavin Cooperative Learning: Theory, Research and Practice , 1990 .

[24]  Richard Dufour Learning by Doing: A Handbook for Professional Learning Communities at Work , 2006 .

[25]  Paul Dourish,et al.  Where the action is , 2001 .

[26]  R. Slavin Research on cooperative learning and achievement: What we know, what we need to know. , 1996 .

[27]  A. Carreras,et al.  MEDIATE : An interactive multisensory environment for children with severe autism and no verbal communication . , 2004 .

[28]  Edward J. Tarbuck,et al.  Foundations of Earth Science , 1995 .

[29]  David W. Johnson,et al.  Learning together and alone: Cooperation, competition, and individualization , 1975 .

[30]  Alex Pentland,et al.  Combining Audio and Video in Perceptive Spaces , 2000 .

[31]  D. Hestenes Modeling games in the Newtonian World , 1992 .

[32]  Allan Collins,et al.  Design Research: Theoretical and Methodological Issues , 2004 .

[33]  David W. Johnson,et al.  AN OVERVIEW OF COOPERATIVE LEARNING , 2002 .

[34]  D. Ketelhut The Impact of Student Self-efficacy on Scientific Inquiry Skills: An Exploratory Investigation in River City, a Multi-user Virtual Environment , 2007 .

[35]  Bo Leuf,et al.  The Wiki Way: Quick Collaboration on the Web , 2001 .

[36]  Chris Dede,et al.  Designing for Motivation and Usability in a Museum-based Multi-User Virtual Environment , 2003 .

[37]  Wanlei Zhou,et al.  Employing Wikis for Online Collaboration in the E-Learning Environment: Case Study , 2005, Third International Conference on Information Technology and Applications (ICITA'05).

[38]  David W. Johnson,et al.  Impact of Positive Interdependence and Academic Group Contingencies on Achievement , 1988 .

[39]  L. Schauble,et al.  Design Experiments in Educational Research , 2003 .

[40]  Amy S. C. Leh Computer-Mediated Communication and Social Presence in a Distance Learning Environment , 2001 .

[41]  Narcís Parés,et al.  Achieving dialogue with children with severe autism in an adaptive multisensory interaction: the "MEDIATE" project , 2005, IEEE Transactions on Visualization and Computer Graphics.

[42]  David Birchfield,et al.  Learning metaphor through mixed-reality game design and game play , 2008, Sandbox '08.

[43]  David Birchfield,et al.  Mixed-reality learning in the art museum context , 2008, ACM Multimedia.