This study used blockmodel analysis technique
in social network analysis (SNA) to explore the
subgroups that naturally occurred in a CSCL community.
In SNA, the students within a subgroup have structural
similarity in interaction with others, forming
a social position, which naturally emerging in
the course of students’ interaction in
a virtual community. An individual's position
in a social context is related to cognition.
Emergence of social positions in the CSCL community
is a self-organizing process resulting from a
set of underlying factors unknown to us yet,
as neither the emergence of the social positions
nor their constituents are pre-defined. Self-organizing
system goes beyond traditional deterministic
causal thinking. Self-organization informs the
fact that the eventual state of the system emerges
from the way the components within it interact,
not stemming from some pre-established external
or internal building plan. By the same token,
the students’ social position in a CSCL
network, which is believed to have impacts on
collaborative learning, can be treated as an
emerging construct arising from the interactions
between network members.
Four sub-groups were found in this case that
naturally emerged in a CSCL community. A logistic
regression analysis was performed to test whether
students' gender and learning achievement could
be used to discriminate among the four subgroups.
The results indicate that the aptitudes in reading,
writing, and numeracy skills were statistically
good discriminates of group membership after
removal of gender factor as a covariate. This
implies that the formulation of the social positions
in that CSCL community was associated with their
members’ learning achievement.
The significance of this study at least includes:
1) To our knowledge, there is no study thus far
in the literature exploring emergence phenomena
in CSCL environments; 2) Focusing the sub-groups
instead of the whole network elicits our thinking
in terms of assessment of structural and process
of collaborative learning, which is that whether
sub-group or the whole community is appropriate
analysis unit reflecting the inherent characteristics
of pattern of students’ interaction in
a CSCL community; 3) The discovery of naturally
emerging subgroups in a virtual community provides
the classroom teacher a picture of students’
interactions that might differ from what the
teacher observes in the conventional face-to-face
setting.