User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis Michael Prilla Information and Technology Management, Ruhr University of Bochum
Jun 14, 2015
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis Michael PrillaInformation and Technology Management, Ruhr University of Bochum
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Behavior
Ideas
Feelings
Returning to experience
Attending to feelings
Re-evaluating experience
New perspectives
Change in behavior
Readiness for application
Commitment to action
Experience(s)Reflective
process Outcomes
Articulating, sharing(similar) experience(s)
Articulating, sharinginsights / outcomesShared perspectives,shared understanding
Coordinating and embedding group processes of reflection into work
Critical / counterfactual thinking
Inference, abstraction
Boud (1985)
Collaborative Reflection: Sharing, Communication
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
The TalkReflection App for Collaborative Reflection
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Sharing and communicating in contextReferring to experiences
Experience Report
Comment
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Exploring Collaborative Reflection in Practice4 Studies: Hospital, Care Home, Public Administration
Neurological Hospital (DE)“How to act professionally in demanding situations?”
Dementia Care Home (UK)“How to answer this question?”
Interns in Public Administration (UK)“How to deal with challenges?”
Parking departments (UK)“How to learn good practice from each other?”
How do people use tools supporting collaborative reflection at work?
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Measuring collaborative reflection Interest
Interns Parking Care home Hospital
Participants (all/active) 23/11 12/8 9/5 6/6
Days 32 32 63 49
Experience reports read 284 421 144 153
Experience reports read by active user 25.8 52.6 28.8 18.9
Experience reports read per day 12 14.3 2.4 3.1
Experiences commented on 21 (81%) 23 (45%) 11 (73%) 18 (86%)
Experience reports read per comment 8.1 7.8 8 4.7
Length of threads 2.05 2.24 1.5 1.37
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Measuring collaborative reflection Feedback
Interns Parking Care home Hospital
Participants (all/active) 23/11 12/8 9/5 6/6
Days 32 32 63 49
Experience reports read 284 421 144 153
Experience reports read by active user 25.8 52.6 28.8 18.9
Experience reports read per day 12 14.3 2.4 3.1
Experiences commented on 21 (81%) 23 (45%) 11 (73%) 18 (86%)
Experience reports read per comment 8.1 7.8 8 4.7
Length of threads 2.05 2.24 1.5 1.37
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Measuring collaborative reflectionQuality
Interns Parking Care home Hospital
Participants (all/active) 23/11 12/8 9/5 6/6
Days 32 32 63 49
Experience reports read 284 421 144 153
Experience reports read by active user 25.8 52.6 28.8 18.9
Experience reports read per day 12 14.3 2.4 3.1
Experiences commented on 21 (81%) 23 (45%) 11 (73%) 18 (86%)
Experience reports read per comment 8.1 7.8 8 4.7
Length of threads 2.05 2.24 1.5 1.37
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Measuring collaborative reflectionInterest, Feedback and Quality
Content analysis: Cases 1 and 2 outperform cases 3 and 4 in output: solutions, learning, change (Prilla and Renner 2014)
Interns Parking Care home Hospital
Participants (all/active) 23/11 12/8 9/5 6/6
Days 32 32 63 49
Experience reports read 284 421 144 153
Experience reports read by active user 25.8 52.6 28.8 18.9
Experience reports read per day 12 14.3 2.4 3.1
Experiences commented on 21 (81%) 23 (45%) 11 (73%) 18 (86%)
Experience reports read per comment 8.1 7.8 8 4.7
Length of threads 2.05 2.24 1.5 1.37
Differences in the performance of groups usingcollaborative reflection support
What influences activity and quality?
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Roles in Collaborative ReflectionExample: Hospital
U4.1 U4.2 U4.3 U4.4 U4.5 U4.60
2
4
6
8
10
12
14
16
76
4
21
00
7
10
5
15
Documented expe-riences
Comments
U4.1 U4.2 U4.3 U4.4 U4.5 U4.60
5
10
15
20
25
30
35
40
45
50
7
44
14
21
33
12
Shared experiences r...
Commenter:Mainly comments,
little writing
Documenter:Mainly reports, little reading / commenting
Reader: Interest in other
reports, little writing / commenting
(Typical) Reflection
participant:All activities
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Comparing the groupsInterns and Hospital
U4.1 U4.2 U4.3 U4.4 U4.5 U4.602468
101214161820
76
42
100
7
10
5
15
Hospital
U4.1 U4.2 U4.3 U4.4 U4.5 U4.60
10
20
30
40
50
60
70
7
44
14
21
33
12
U1.1 U1.2 U1.3 U1.4 U1.5 U1.6 U1.7 U1.8 U1.9 U1.10 U1.110
2
4
6
8
10
12
14
16
18
20
43 3
1 1 1 1 1 1 1 1
11
98
3
1 1 1 1
InternsDocumented experiencesComments
U1.1 U1.2 U1.3 U1.4 U1.5 U1.6 U1.7 U1.8 U1.9 U1.10 U1.110
10
20
30
40
50
60
7064
2429
6
12
18 20 21
27 2833
Shared experiences readBroad, active
reflection groupSeparated roles,
low activity
Case 1 Case 4
Reports read per day 12 3.1
Avg. length of threads 2.05 1.37
Collaborative reflection needs a critical mass of activity
Groups with separated roles may
• create too little overall activity to succeed
• complement / add on each others’ activities
@ Walter Reich / Pixelio
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
The role of dominant usersReflection groups focused on one user
U2.1 U2.2 U2.3 U2.4 U2.5 U2.6 U2.7 U2.8 U2.90
5
10
15
20
25
30
35
40 37
2 1 2 1 0 1 1 0
32
6 5 4 3 2 1 0 0
Parking
Documented experiences Comments
U2.1 U2.2 U2.3 U2.4 U2.5 U2.6 U2.7 U2.8 U2.9-30
20
70
120
170
220 213
28 2538
2747
19 11 13
Shared experiences read
U4.1 U4.2 U4.3 U4.4 U4.5 U4.60
5
10
15
20
25
30
35
40
7 64
2 1 00
7
1 0
5
15
Hospital
U4.1 U4.2 U4.3 U4.4 U4.5 U4.6-30
20
70
120
170
220
7
44
14 2133
12
User 2.1: Driver of reflection, motivating participation, blocking other authors
User 4.6: Providing (only) answers, hierarchical position,
blocking further reflection
Case 2 Case 4
Experience reports read 421 153
Avg. length on threads 2.24 1.37
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
▪ Drawing conclusion 1 from Comparing stats / qualitative data 1 (e.g., lead user good/bad or critical mass and takeup)
For collaborative reflection support a dominant user may• facilitate usage• support group activity• block participation• spoil reflection
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
(One) Implication: Activation and prompting
▪ Foster active participation in reflection▪ Reflection mostly not implied by work▪ Create interest, e.g. make documenters aware of relevant
content▪ Foster discussion, e.g. ask readers for comments▪ Motivate sharing experiences, e.g. prompt commenters
for reports
▪ Current activity: Content analysis for identification of key contributions in reflection▪ Specific support of activities
▪ Content analyses
User and Group Behavior in Computer Support for Collaborative Reflection in Practice: An Explorative Data Analysis
Thanks for your attention. Questions?
Michael Prilla [email protected] www.imtm-iaw.rub.de, www.mirror-project.eu
michael.prillaimtmmirrorip