Title :
Statistical Discourse Analysis of a Role-Based Online Discussion Forum: Patterns of Knowledge Construction
Author :
Wise, Alyssa Friend ; Chiu, Ming Ming
Abstract :
Assigning roles to individual students can influence the group\´s knowledge construction (KC) process during online discussions. Twenty-one students were divided into two groups and assigned rotating roles for eight one-week asynchronous online discussions. The KC contributions of all 252 posts in the discussion were coded using a five phase scheme and statistical discourse analysis was applied to identify segments of discussion characterized by particular aspects of KC plus "pivotal posts"--those posts which initiated new segments of discussion. Finally, the influences of assigned student roles on pivotal posts and KC were modeled. The results indicate that most online discussions had a single pivotal post separating the discussion into two distinct segments: the first dominated by a lower KC phase, the second dominated by a higher KC phase. The pivotal posts that initiated later segments were often contributed mid-discussion by students playing one of two summarizing roles (Synthesizer and Wrapper).
Keywords :
computer aided instruction; knowledge management; statistical analysis; KC contribution; KC phase; five phase scheme; knowledge construction; role-based online discussion forum; statistical discourse analysis; Analytical models; Buildings; Data models; Discussion forums; Synthesizers; Testing; Asynchronous discussion groups; Computer mediated communication; Content analysis; Multilevel modeling; Quantitative analysis of CSCL; Role taking; Scripting; Temporal analysis;
Conference_Titel :
System Science (HICSS), 2012 45th Hawaii International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4577-1925-7
Electronic_ISBN :
1530-1605
DOI :
10.1109/HICSS.2012.546