CSCW **** Conference November **-** New Orleans
Workshop 5. Analyzing collaborative activity Representing field research for understanding
collaboration Peter Jones, *****@****************.*** Cristina Chisalita, Vrije Universiteit
Analyzing and Representing the Building of Collaborative Knowing
Gerry Stahl *****.*****@***.******.***
I have been analyzing a data segment that I call A Moment of Collaboration for a couple of
years. This 30 second digital video clip has been transcribed as 28 verbal utterances. The data
comes from a middle school classroom episode where five students and a mentor are learning
how to use a rocket simulation to draw scientific conclusions for designing physical model
rockets. This particular excerpt is a highly collaborative one, in which the teacher sets up a
motivating discourse challenge, the shared understanding breaks down and the students interact
intensively to repair the interaction problem. The segment was initially very difficult to
understand largely, it turns out, because of the non-alignment of the references in the highly
elliptical utterances. However, it gradually yielded to micro-ethnographic analysis, focused
primarily on an analysis of the references in the group discourse.
In the process of interpreting the data, I developed a grounded theory of what I call Building
Collaborative Knowing. This theoretical framework incorporates concepts and approaches
from a broad spectrum of theories that are influential in CSCW and CSCL, such as situated
learning, activity theory, discourse analysis, artifact theory, contextual design, phenomenology,
hermeneutics, semiotics, ethnomethodology. I have attempted to integrate these concepts and
approaches into a coherent framework for analyzing, representing and understanding
collaborative work and learning.
Methodologically, the study of collaborative learning is drastically different from that of
individual learning, because the participants in a collaboration must make their changing
understandings visible to each other and therefore, potentially available to researchers.
Accordingly, what we need to represent are not postulated mental representations, but the
products of group interaction, such as the specialization of terminology or the generation of
written texts and other artifacts.
Philosophically, the intractable problem of defining meaning is addressed by taking the shared
situation of the collaborators their language, activity structures, culture, artifacts and physical
surroundings as a network of tacit meanings that are implicitly referenced by their discourse.
These shared meanings must be interpreted by the participating individuals. Thus, there is an
inter-play between the shared and evolving context of meaning and the personal perspectives
of the participants an inter-play that can be observed, represented and interpreted by
researchers.
Conceptually, my theory focuses on the social construction of reality through collaborative
interactions. A wealth of subtle verbal and non-verbal interaction mechanisms are used to
negotiate extensions to the group s abilities and knowing. Aspects of dynamic accepted group
knowing frequently coalesce into physical and symbolic artifacts, in which the ethereal
knowing that exists in spoken discourse gains a measure of persistence. The artifacts may be
tools or monuments that embody the knowing in their form and affordances; vocabulary can gain
new connotations, in which knowing is sedimented. The externalization of knowing in artifacts
preserves the knowing for future uses by the creators, as well as by others. However, new users
may need to learn how to interpret the encapsulated meanings just as the students in my data
had to gradually learn how to interpret the meanings designed into the computer simulation of
rockets. It is also possible for individuals to internalize transformed physical or symbolic
artifacts into cognitive artifacts.
In studying collaborative learning and CSCL, we are primarily interested in representing the
knowing that gets built. Because participants in collaboration must make visible i.e., represent
to each other their knowing as an on-going requirement of collaboration, this knowing is
potentially made visible for us as researchers as well. This is the methodological key. The
consequence is that representations of field work can be oriented to the products created by
collaborators: artifacts in the broad sense that includes physical, symbolic and cognitive
artifacts. For instance, in the discourse about the model rocket simulation, the analysis focuses
on the artifacts that are referenced in specific utterances. The collaboration is seen to hinge on
the details of the configuration of these artifacts. The terms that gain particular meaning in the
discourse ( compare, different ), together with the artifacts, classroom practices, etc. form the
meaningful situation for the students. Research on the students collaborative learning must be
concerned with this situational matrix of meaningful elements; it must represent the key elements
and their inter-relations. For instance, a concept map or semantic network might represent part of
this, with an activity structure diagram representing another part and a description of physical
and computational artifacts yet another.
My interest as a professor of information science who teaches HCI, CSCW and CSCL is how to
design, deploy and evaluate software media and artifacts that support the building of
collaborative knowing by groups in work-related and educational settings. In prototyping and
evaluating groupware, I try to build functionality to support the collaborative mechanisms
identified in my theory (like interpretive perspectives, knowledge negotiation and the
construction of artifacts) and to explore how users learn to understand this functionality in my
software artifacts.
I would be interested in sharing my case study of the middle school students and their rocket
simulation with CSCW practitioners in a workshop. I would also like to know how such an
audience responds to my work-in-progress theoretical framework and its implications for
representing field work.
(Stahl, 2000; Stahl, 2001; Stahl, 2002a; Stahl, 2002b; Stahl, 2002c; Stahl, 2002d; Stahl, 2002e; Stahl, 2003a; Stahl,
2003b; Stahl & Sanusi, 2001)
My recent publications related to this theme include:
Stahl, G. (2000) Collaborative information environments to support knowledge construction by
communities, AI & Society, 14, pp. 1-27. Available at:
http://orgwis.gmd.de/~gerry/publications/journals/ai&society/.
Stahl, G. (2001) WebGuide: Guiding collaborative learning on the Web with perspectives,
Journal of Interactive Media in Education, 2001 (1). Available at: www-
jime.open.ac.uk/2001/1 and
http://orgwis.gmd.de/~gerry/publications/journals/jime2001/webguide.pdf.
Stahl, G. (2002a) The complexity of a collaborative interaction, In: Proceedings of ICLS 2002,
Seattle, WA. Available at:
http://orgwis.gmd.de/~gerry/publications/conferences/2002/icls/ICLS_Stahl.pdf.
Stahl, G. (2002b) Contributions to a theoretical framework for CSCL, In: Proceedings of
Computer Supported Collaborative Learning (CSCL 2002), Boulder, CO, pp. 62-71.
Available at:
http://orgwis.gmd.de/~gerry/publications/conferences/2002/cscl2002/cscl2002.pdf.
Stahl, G. (2002c) Groupware goes to school, In: Proceedings of CRIWG 2002, La Serena, Chile.
Available at:
http://orgwis.gmd.de/~gerry/publications/conferences/2002/criwg/Stahl_CRIWG_Paper.p
df.
Stahl, G. (2002d) Rediscovering CSCL. In T. Koschmann, R. Hall, & N. Miyake (Eds.), CSCL2:
Carrying Forward the Conversation, Lawrence Erlbaum Associates, Hillsdale, NJ.
Available at: http://orgwis.gmd.de/~gerry/publications/journals/cscl2/cscl2.pdf.
Stahl, G. (2002e) Understanding educational computational artifacts across community
boundaries, Presented at ISCRAT 2002, Amsterdam, NL. Available at:
http://orgwis.gmd.de/~gerry/publications/conferences/2002/iscrat/iscrat.pdf.
Stahl, G. (2003a) Building collaborative knowing: Elements of a social theory of learning. In J.-
W. Strijbos, P. Kirschner, & R. Martens (Eds.), What We Know about CSCL in Higher
Education, Kluwer, Amsterdam, NL. Available at:
http://orgwis.gmd.de/~gerry/publications/journals/oun/oun_outline.pdf.
Stahl, G. (2003b) Negotiating shared knowledge in asynchronous learning networks, In:
Proceedings of HICSS 2002, Hawaii, HA. Available at:
http://orgwis.gmd.de/~gerry/publications/conferences/2003/hicss/HICSS_Stahl.doc.
Stahl, G. (2003c) Building collaborative knowing: Elements of a social theory of learning, In:
Strijbos, Kirschner & Martens (Eds.) What We Know about CSCL in Higher Education,
Kluwer.
Stahl, G. & Sanusi, A. (2001) Multi-layered perspectives on collaborative learning activities in a
middle school rocket simulation project, Presented at the 22nd Annual Ethnography in
Education Research Forum, Philadelphia, PA. Available at:
http://orgwis.gmd.de/~gerry/publications/conferences/2001/ethnography2001/ethnograph
y.pdf.