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Rotating Summarizing Roles in Online Discussions
Effects on Learners’ Listening Behaviors During
and Subsequent to Role Assignment
Supported by the Social Sciences and Humanities Research Council of Canada
AERA 2013, San Francisco CA
Alyssa Friend Wise
Ming Ming Chiu
Overview
• Study investigated effects of summarizing (Synthesizer,
Wrapper) roles on how students attend to the posts of
others in online discussions
• Multilevel, cross-classification modeling of listening
behaviors during in-role and subsequent weeks
• In-role, students increased their breadth of listening,
(Synthesizers also increased depth somewhat), but
effects were not sustained post-role.
• Negative post-role behavior changes suggest unintended
effect of role rotation on abdication of responsibility.
Merging Two Lines of Research
Online Listening
• Students attend to others’
posts in multiple distinct
ways (e.g. disregardful,
targeted, social, coverage,
interactive)
• Some naturally engage in
productive behaviors, others
need support
(Wise et al., 2011a; 2011b; 2012)
Roles Assignment
• Students assigned
summarizing roles tend to
make posts in more
advanced phases of
knowledge construction
• Is part of the mechanism
for this due to improved
online listening?
(De Wever et al. 2007; Schellens et
al. 2005; 2007; Wise & Chiu, 2011)
Theoretical Framework
Online “Listening” and “Speaking”
• From a social constructivist perspective, the goal
of online discussions is for learners to build
understanding through dialoging with other
• This involves 2 basic interrelated processes:
SPEAKING
Externalizing one’s ideas by contributing posts to an
online discussion
LISTENING
Taking in the externalizations of others by accessing
existing posts
Theoretical Framework
(NOT LURKING!)
(NOT (JUST) READING)
Dimensions of Listening Behavior
Dimension Definition
Breadth The quantity of unique posts one views - important in terms
of the diversity of ideas a learner is exposed to.
Depth The length of time spent reading posts – important to allow for
deeper consideration of others’ ideas.
Temporal
Contiguity
The degree to which learners disperse or concentrate their
participation - important for integration, development over time.
Revisitation The extent to which students return to posts made by
themselves and others – important in connecting ideas across
the discussion over time.
Theoretical Framework
Role Assignment
• Roles which serve a summarizing function consistently
result in posts in more advanced phases of knowledge
construction
– Wrapper (summarize at end of discussion)
– Synthesiser (summarize midway through discussion)
• Mechanism for achieving advanced KC posts unclear –
might be related to broader and deeper listening
• If listening activity internalized, may be sustained by
students after role is no longer assigned
Theoretical Framework
Role Rotation
• Common strategy for assigning roles is to rotate them
across discussions weeks to give benefit to all students
• But there is a danger that when role-work is complete,
students may feel a reduced responsibility to group
• Problem potentially exists any time a role-rotation
strategy is used, but currently uninvestigated
Theoretical Framework
Research Questions
1. Does being assigned a summarizing role impact
students’ listening behaviors in an online
discussion during their assigned role week?
2. Are any effects of summarizing roles sustained in
subsequent weeks when the role is no longer
assigned?
3. Are there any other changes in listening
behaviors in weeks subsequent to that of the
role-assignment?
Research Questions
Learning Environment
• Fully online course
– Educational Psychology
– Undergraduate students (33/95)
– Participants mostly typical of course, high-achieving
• 6 week-long discussions; groups of ~12 students
– Contrasting perspectives on real world teaching
questions (e.g. ability tracking), must come to consensus
– Require 3 posts on different days, 20% of grade.
– Basic open-source asynchronous threaded forum
Methods
Role Assignment
• Each week two students assigned specific roles
to play in the discussion
Synthesizer
– Makes a post around the second day summarizing the
initial ideas contributed and pointing a way forward
Wrapper
– Pulls discussion together at the end with a summary
post of the group’s final response to the debate
Methods
Data Extraction and Processing
Date Time Session Action Duration
(min)
Length
(words)
Message #
6/3/2011 23:46 1 Read 44.43 413 447
6/3/2011 23:52 1 Read 1.73 60 455
6/4/2011 00:08 1 Scan 0.23 117 459
6/4/2011 00:09 1 Read 12.51 413 460
6/4/2011 23:49 2 Post 3.18 120 477
• Actions: View (read or scan), Post, Review (and edit)
– Scan vs. Read (6.5 words per second threshold) (Hewitt 2003)
• Session closed when action length > 60 min
• Summary variables calculated per student per week
– 33 students x 6 weeks = 198 student-weeks
Methods
Variables Calculated
Dimensions Variables (calc’d per discussion week)
Listening Breadth • Percent of other’s posts read (at least once)
• Percent of other’s posts viewed (at least once)
• Average number of views per session
Listening Depth
• Percent of total views that were reads (not scans)
• Average length of time reading a post
Temporality • Number of sessions
• Average length of session
• Percent of sessions with posts
Reflectivity
• Number of reviews (of one’s own posts)
Posting • Number of posts made
• Average length of posts
• Average time to create posts
Methods
Statistical Analysis
• Simultaneously modeled the 12 listening and posting
outcome variables with multilevel cross-classification
models
• Explanatory variables entered in sequential sets by
level of granularity and tested for significance
– Non-significant variables removed immediately to reduce the
likelihood of false positives
– Two-stage linear step-up procedure used to control for the
false discovery rate
– Alpha level of .05
Methods
Summary Statistics
• Discussions ranged 30 to 60 posts per week
• Great diversity in individual listening behaviors
– Students logged in between 1 and 30 times
– Sessions ranged from 2 min to 2 hrs in length
– Post every session versus post in few sessions
– Viewed 5-100% of others’ posts; mean of 75%
– Read 3-94% of others’ posts; mean of 45%
– Length of time reading a post 0-15 min; mean of 3.5
– Reviews ranged from 0-29; mean of 2.2
Results
Explanatory
Model
# of
sessions
% of
sessions w/
posts
Average # of views per
session
% of
others’
posts
viewed
% of
others’
posts read
% of total
views that
were reads
Average length of
timereading post
# of
reviews
# of posts
made
Average
length of
posts
Average time to create
posts
1st
Week
Group
size
% of women
Mean age
SD age
Mean course grade
Woman
Age
Course
grade
Goal orientation
Synthesizer
Wrapper
Role week
already occurred
Week Group Group-week Student Student-week Dependent variables
(no sig. var.)
–0.29 **
+0.13 **
+0.20 ***
–0.14 **
–0.25 ***
+0.38 ***
+0.53 **
–0.17 **
–0.14 *
–0.14 **
+0.25 ***
+0.16 *
+0.36 **
+0.22 ***
+0.26 ***
+0.34 *
+0.48 ***
+0.60 ***
–0.13 **
+0.18 ***
+0.35 ***
–0.27 ***
+0.56 **
+0.31 ***
–0.84 ***
–0.39 **
+0.86 ***
+1.16 ***
–0.96 ***
–0.66 ***
+0.27 ***
+0.84***
+0.30 ***
+0.21 **
Summary of Role Effects
Results
Dimension Variable Synthesizer Wrapper Post-Role
Breadth Percent of others' posts read 0.34 0.48
Percent of others' posts viewed 0.16
Average number of views per session
Depth Percent of total views that were reads 0.56
Average length of time reading a post
Temporality Number of sessions -0.29
Average length of session
Percentage of sessions with posts 0.38
Reflectivity Number of reviews -0.39
Posting
Number of posts made 0.86
Average length of posts 0.84
Average time to create posts
Discussion
• Students are more comprehensive in their listening when
performing a summarizing role
– Possible factor contributing to elevated knowledge construction
– Could directly encouraging breadth of listening have simile effect?
– Interpretation of being sustained only superficially post-role
• Limited effects of summarizing roles on listening depth
– Unexpected. Ceiling effect? Artificial smoothing? Quality issues?
• Apparent abdication of responsibility
– Rotation intuitively appealing as equitable, but benefits may be
outweighed by negative post-role effects
– More beneficial to assign roles to only some students for the first
part of discussion?
Discussion
Conclusions
• Listening breadth may be part of the
mechanism contributing to the increased
quality of summarizing-role posts
• Additional strategies to encourage sustained
comprehensive student listening in online
discussions are needed
• Urge caution in using role rotation; need to
investigate how to assign roles to maximize
benefits for all students.
Conclusions
Thank you! Questions?
Alyssa Friend Wise
Simon Fraser University
alyssa_wise@sfu.ca
Ming Ming Chiu
State University of New York – Buffalo
mingmingchiu@gmail.com

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Effects of Summarzing Roles on Listening

  • 1. Rotating Summarizing Roles in Online Discussions Effects on Learners’ Listening Behaviors During and Subsequent to Role Assignment Supported by the Social Sciences and Humanities Research Council of Canada AERA 2013, San Francisco CA Alyssa Friend Wise Ming Ming Chiu
  • 2. Overview • Study investigated effects of summarizing (Synthesizer, Wrapper) roles on how students attend to the posts of others in online discussions • Multilevel, cross-classification modeling of listening behaviors during in-role and subsequent weeks • In-role, students increased their breadth of listening, (Synthesizers also increased depth somewhat), but effects were not sustained post-role. • Negative post-role behavior changes suggest unintended effect of role rotation on abdication of responsibility.
  • 3. Merging Two Lines of Research Online Listening • Students attend to others’ posts in multiple distinct ways (e.g. disregardful, targeted, social, coverage, interactive) • Some naturally engage in productive behaviors, others need support (Wise et al., 2011a; 2011b; 2012) Roles Assignment • Students assigned summarizing roles tend to make posts in more advanced phases of knowledge construction • Is part of the mechanism for this due to improved online listening? (De Wever et al. 2007; Schellens et al. 2005; 2007; Wise & Chiu, 2011) Theoretical Framework
  • 4. Online “Listening” and “Speaking” • From a social constructivist perspective, the goal of online discussions is for learners to build understanding through dialoging with other • This involves 2 basic interrelated processes: SPEAKING Externalizing one’s ideas by contributing posts to an online discussion LISTENING Taking in the externalizations of others by accessing existing posts Theoretical Framework (NOT LURKING!) (NOT (JUST) READING)
  • 5. Dimensions of Listening Behavior Dimension Definition Breadth The quantity of unique posts one views - important in terms of the diversity of ideas a learner is exposed to. Depth The length of time spent reading posts – important to allow for deeper consideration of others’ ideas. Temporal Contiguity The degree to which learners disperse or concentrate their participation - important for integration, development over time. Revisitation The extent to which students return to posts made by themselves and others – important in connecting ideas across the discussion over time. Theoretical Framework
  • 6. Role Assignment • Roles which serve a summarizing function consistently result in posts in more advanced phases of knowledge construction – Wrapper (summarize at end of discussion) – Synthesiser (summarize midway through discussion) • Mechanism for achieving advanced KC posts unclear – might be related to broader and deeper listening • If listening activity internalized, may be sustained by students after role is no longer assigned Theoretical Framework
  • 7. Role Rotation • Common strategy for assigning roles is to rotate them across discussions weeks to give benefit to all students • But there is a danger that when role-work is complete, students may feel a reduced responsibility to group • Problem potentially exists any time a role-rotation strategy is used, but currently uninvestigated Theoretical Framework
  • 8. Research Questions 1. Does being assigned a summarizing role impact students’ listening behaviors in an online discussion during their assigned role week? 2. Are any effects of summarizing roles sustained in subsequent weeks when the role is no longer assigned? 3. Are there any other changes in listening behaviors in weeks subsequent to that of the role-assignment? Research Questions
  • 9. Learning Environment • Fully online course – Educational Psychology – Undergraduate students (33/95) – Participants mostly typical of course, high-achieving • 6 week-long discussions; groups of ~12 students – Contrasting perspectives on real world teaching questions (e.g. ability tracking), must come to consensus – Require 3 posts on different days, 20% of grade. – Basic open-source asynchronous threaded forum Methods
  • 10. Role Assignment • Each week two students assigned specific roles to play in the discussion Synthesizer – Makes a post around the second day summarizing the initial ideas contributed and pointing a way forward Wrapper – Pulls discussion together at the end with a summary post of the group’s final response to the debate Methods
  • 11. Data Extraction and Processing Date Time Session Action Duration (min) Length (words) Message # 6/3/2011 23:46 1 Read 44.43 413 447 6/3/2011 23:52 1 Read 1.73 60 455 6/4/2011 00:08 1 Scan 0.23 117 459 6/4/2011 00:09 1 Read 12.51 413 460 6/4/2011 23:49 2 Post 3.18 120 477 • Actions: View (read or scan), Post, Review (and edit) – Scan vs. Read (6.5 words per second threshold) (Hewitt 2003) • Session closed when action length > 60 min • Summary variables calculated per student per week – 33 students x 6 weeks = 198 student-weeks Methods
  • 12. Variables Calculated Dimensions Variables (calc’d per discussion week) Listening Breadth • Percent of other’s posts read (at least once) • Percent of other’s posts viewed (at least once) • Average number of views per session Listening Depth • Percent of total views that were reads (not scans) • Average length of time reading a post Temporality • Number of sessions • Average length of session • Percent of sessions with posts Reflectivity • Number of reviews (of one’s own posts) Posting • Number of posts made • Average length of posts • Average time to create posts Methods
  • 13. Statistical Analysis • Simultaneously modeled the 12 listening and posting outcome variables with multilevel cross-classification models • Explanatory variables entered in sequential sets by level of granularity and tested for significance – Non-significant variables removed immediately to reduce the likelihood of false positives – Two-stage linear step-up procedure used to control for the false discovery rate – Alpha level of .05 Methods
  • 14. Summary Statistics • Discussions ranged 30 to 60 posts per week • Great diversity in individual listening behaviors – Students logged in between 1 and 30 times – Sessions ranged from 2 min to 2 hrs in length – Post every session versus post in few sessions – Viewed 5-100% of others’ posts; mean of 75% – Read 3-94% of others’ posts; mean of 45% – Length of time reading a post 0-15 min; mean of 3.5 – Reviews ranged from 0-29; mean of 2.2 Results
  • 15. Explanatory Model # of sessions % of sessions w/ posts Average # of views per session % of others’ posts viewed % of others’ posts read % of total views that were reads Average length of timereading post # of reviews # of posts made Average length of posts Average time to create posts 1st Week Group size % of women Mean age SD age Mean course grade Woman Age Course grade Goal orientation Synthesizer Wrapper Role week already occurred Week Group Group-week Student Student-week Dependent variables (no sig. var.) –0.29 ** +0.13 ** +0.20 *** –0.14 ** –0.25 *** +0.38 *** +0.53 ** –0.17 ** –0.14 * –0.14 ** +0.25 *** +0.16 * +0.36 ** +0.22 *** +0.26 *** +0.34 * +0.48 *** +0.60 *** –0.13 ** +0.18 *** +0.35 *** –0.27 *** +0.56 ** +0.31 *** –0.84 *** –0.39 ** +0.86 *** +1.16 *** –0.96 *** –0.66 *** +0.27 *** +0.84*** +0.30 *** +0.21 **
  • 16. Summary of Role Effects Results Dimension Variable Synthesizer Wrapper Post-Role Breadth Percent of others' posts read 0.34 0.48 Percent of others' posts viewed 0.16 Average number of views per session Depth Percent of total views that were reads 0.56 Average length of time reading a post Temporality Number of sessions -0.29 Average length of session Percentage of sessions with posts 0.38 Reflectivity Number of reviews -0.39 Posting Number of posts made 0.86 Average length of posts 0.84 Average time to create posts
  • 17. Discussion • Students are more comprehensive in their listening when performing a summarizing role – Possible factor contributing to elevated knowledge construction – Could directly encouraging breadth of listening have simile effect? – Interpretation of being sustained only superficially post-role • Limited effects of summarizing roles on listening depth – Unexpected. Ceiling effect? Artificial smoothing? Quality issues? • Apparent abdication of responsibility – Rotation intuitively appealing as equitable, but benefits may be outweighed by negative post-role effects – More beneficial to assign roles to only some students for the first part of discussion? Discussion
  • 18. Conclusions • Listening breadth may be part of the mechanism contributing to the increased quality of summarizing-role posts • Additional strategies to encourage sustained comprehensive student listening in online discussions are needed • Urge caution in using role rotation; need to investigate how to assign roles to maximize benefits for all students. Conclusions
  • 19. Thank you! Questions? Alyssa Friend Wise Simon Fraser University alyssa_wise@sfu.ca Ming Ming Chiu State University of New York – Buffalo mingmingchiu@gmail.com