1. Fostering Critical Thinking Skills and In-
situ Knowledge Building through
Mobile Learning
Aurelius YEO, Evelyn TEO, James KOH, Kassandra LIM
EduTech Conference 2012 (03 Sept 2012)
2. Presentation Outline
Our context: SST
Our Journey: RQ1 Designing collaborative knowledge building spaces
Our Journey: RQ2 Impact on critical thinking and knowledge building skills
Scaling Up: Humanities and Biology Learning Trail
Hands On Session
Our Journey: RQ3 Challenges and implications
Summary
3. Our Context
• School of Science & Technology (SST) as one of the Future Schools in
Singapore
• Focus: creating pervasive knowledge building spaces
• Design considerations and challenges to promote core 21st century skills
• Critical thinking skill
• Knowledge building skill
4. Our Context
• Design & deploy innovative teaching approaches at a school-wide level
• Putting in place school infrastructure which promotes interactive and
engaging learning spaces
• socio-technical infrastructure
• small classroom size (20-25 students per class)
• Engaging in research to develop evidence-based pedagogies
6. Our Journey: Knowledge Building as a
Pedagogy
• Defining KB
✓ “knowledge-building pedagogy places the main emphasis on contributions to the progress of
knowledge-building discourse.” Scardamalia & Bereiter(1999)
• Core ideas of KB
✓ Trying to make sense of information about a topic of interest almost always ensures that they
are KB type activities
✓ Construing knowledge building as the solving of knowledge problems
• Why KB?
✓ School as learning community.” Scardamalia & Bereiter (1999)
7. Our Journey: Research Questions
• How do we create knowledge building spaces with the mediation
of mobile technologies and applications?
• How has knowledge building activities, coupled with technological
affordances fostered the development of core 21st century skills
such as critical thinking and collaborative learning skills?
• What are the challenges and issues that we have faced in this
transition?
8. Research Qn 1. How do we create
knowledge building spaces with the
mediation of mobile technologies and
applications?
9. designing knowledge building spaces
design consideration
1: intentional learning
Team generates pre-trail inquiries
learning how to formulate inquiry
questions and to improve ideas
intentionally
11. design
consideration 3:
pervasive KB post-trail collaborative group work on reflection
questions
engaging in KB discourse in and
out of school
battlefield trail @ Bukit Chandu
battlefield trail forum discussion
12. design
consideration 4: Sentosa Trail
learning trail
Battlefield
Trail
• knowledge building in-situ (on
location)
• anchoring learning experiences
from abstract to concrete
16. Research Qn2. How has knowledge
building activities, coupled with
technological affordances fostered the
development of core 21st century skills
such as critical thinking and collaborative
learning skills?
17. methodology
✓design research
• design-improvement, iterative process
✓multiple data sources
• online survey (Critical Thinking Skills, Collaborative Learning & Mobile
Learning Trail)
• focus group interview
• discourse analysis of three groups’ talk
18. Survey Constructs and Reliability
Cronbach’s Alpha
Survey Constructs (Factors) No. of Items
Pre Post
Learning orientation 6 0.90 0.77
Creative problem solving 7 0.80 0.73
Critical thinking
Mental focus 7 0.83 0.76
Cognitive integrity 5 0.81 0.74
Self-perception 4 0.75
Perception of team members 5 0.93
Collaborative
Team work 9 0.75
learning
Progress 5 0.85
Satisfaction with collaboration 8 0.88
19. Critical Thinking Skill
Total Class A Class B
Factors
(N=41) (N=21) (N=20)
Pre Post Pre Post Pre Post
Learning
3.16 (.59) 3.27 (.41) 3.13 (.59) 3.20 (.42) 3.19 (.60) 3.35 (.40)
orientation
Creative problem
2.91 (.54) 3.02 (.46) 2.82 (.49) 2.94 (.44) 3.01 (.60) 3.11 (.47)
solving
Mental focus 2.79 (.58) 2.79 (.49) 2.69 (.56) 2.68 (.51) 2.89 (.60) 2.91 (.44)
Cognitive integrity
- Means (SD) in a Likert Scale 1-5
2.94 (.65) 3.21 (.50) 2.88 (.71) 3.13 (.55) 3.00 (.59) 3.30 (.45)
* Overall positive improvement between pre-survey and post-survey, except “Mental Focus”
-
* t- test: Statistically significant difference in “Cognitive Integrity” t(40)= -2.97, p < .01
20. Collaborative Learning Skill
Total Class A Class B
Factors
(N=41) (N=19) (N=22)
Self-perception 4.06 (.55) 4.01 (.50) 4.10 (.59)
Team-perception 4.01 (.78) 4.00 (.51) 4.03 (.97)
Team work 3.70 (.57) 3.61 (.34) 3.78 (.60)
Progress 4.05 (.66) 3.98 (.34) 4.11 (.86)
Satisfaction of CL 4.04 (.66) 3.99 (.58) 4.09 (.73)
- Means (SD) in a Likert Scale 1-5
- Overall positive perceptions toward collaborative learning skills
- however, “Team Work” scores are relatively lower than other factors. This may indicate students’
difficulty to work collaboratively in a team setting.
- No statistically significant difference between genders and classes
21. Mobile Learning
Total Class A Class B
Factors
(N=41) (N=19) (N=22)
Learning effectiveness 4.25 (.42) 4.16 (.44) 4.33 (.39)
Satisfaction 4.36 (.57) 4.42 (.53) 4.30 (.62)
- Means (SD) in a Likert Scale 1-5
- Overall, highly positive perceptions toward the learning effectiveness and satisfaction with mobile
learning
- No statistically significant difference between genders and classes
22. perception
open-ended items
“3 Things I liked the most” “3 Things I liked the least”
Category Frequency Category Frequency
Location-based
Learning 60 Heat & Exhaustion 28
Trail Design 16 Duration 24
Mobile Device &
Facilitation 10 16
Wireless
23. focus group interview
• Curriculum Design
• • Trail design
• Pace for history trail was tight; driven by trail activities.
• Pre and post trail were useful as tuning-in and follow-up activities respectively
• • Curriculum and Online Platform
• More scaffolding and facilitation needed for use of new online platforms.
24. focus group interview
• Collaboration
• • Understanding the Benefits of Collaboration
•Students knew the value of group work and would appreciate undertaking different
levels of group work.
• • Collaboration and Technology
•Affordance and control of the devices affected students’ collaboration especially when
the sharing of one device on learning trail is concerned.
•
• Technology
• • Mediation of Technology
•The technology impacted the time and pattern of doing discussion on reflection
questions while on the move.
• • Appropriation of Technology
• The size, the interface and the sustainability of devices are factors needed to be
considered.
25. Our Journey: Impact on critical thinking and
knowledge building skills
• Relatively low barriers for introducing and adopting knowledge building pedagogies
showed more progress in the journey towards KB
• Students’ positive perceptions and attitude toward collaborative learning, mobile
learning, and authentic learning experiences
• No significant differences in terms of gender and academic ability levels
26. Scaling Up: Humanities and Biology Learning
Trail
• Big Idea: System
• Essential Questions:
• What will affect the abiotic factors?
• Are there differences in the abiotic factors between the 3 locations along
Singapore River? If yes, why?
• Are there differences in the abiotic factors between Singapore River and
school pond? If yes, why?
27. Hypothesis
Quality of water at river mouth is better and therefore creates a more conducive
environment for aquatic lives. This also accounts for the beginning of
civilisations at the mouth of rivers.
28. Characteristics of the Task
Scientific skills and techniques
- use of datalogger and sensors
- Interpretation of the data collected
Location-based learning
Inquiry-based learning
- authentic task for students to apply their
science knowledge
Collaborative learning
29. Water samples were collected
at 3 points along Singapore
Learning Activities River (Robertson Quay, Clarke
Quay and ACM) and the school
pond.
30. Learning Activities
4 abiotic factors were measured:
- dissolved oxygen (DO2),
nitrates (NO3), pH
and temperature
Comparisons were made:
- for the 3 locations along
Singapore River
- Singapore River and school
pond
32. Dissolved oxygen
•A key component in cellular
respiration
•Important indicator of water
quality
33. Nitrates
•An important source of nitrogen
necessary for amino acids and
proteins synthesis
•High nitrate concentrations
nitrate pollution ecological
problem
38. Data Collection
• Data were collected on
sst.squarecrumbs.com
• 4 activities:
• Measure abiotic factors of river water
• Determine the location for ideal water
conditions
• Explain why the location has ideal water
conditions
49. How Knowledge Forum supports the
Knowledge Building process
• REAL IDEAS, AUTHENTIC PROBLEMS
• Socio-cognitive dynamics: Knowledge problems arise from efforts to
understand the world.
• Technological dynamics: Platform e.g. K.F. creates a culture for creative work
with ideas. Notes and views serve as direct reflections of the core work.
• IMPROVABLE IDEAS
• Socio-cognitive dynamics: All ideas are treated as improvable. Participants
work continuously to improve the quality, coherence, and utility of ideas.
• Technological dynamics: Platform supports recursion—there is always a
higher level, there is always opportunity to revise. Operations reflect change:
continual improvement, revision, refinement.
50. How Knowledge Forum supports the
Knowledge Building process
• IDEAS DIVERSITY
• Socio-cognitive dynamics: Idea diversity is essential to the development of
knowledge advancement
• Technological dynamics: Platform links ideas & bring different combinations
of ideas to promote the interaction that makes productive use of diversity.
• RISE ABOVE
• Socio-cognitive dynamics: Creative knowledge building entails working
toward more inclusive principles and higher-level formulations of problem.
• Technological dynamics: Platform supports rise-above notes & unlimited
embedding of ideas in increasingly advanced structures, and support
emergent rather than fixed goals.
51. Research Qn 3: What are the challenges
and issues that we have faced in this
transition?
52. Our Journey: Challenges and implications
• Aligning technological affordances with KB pedagogy
• Redefining the meaning of teaching & learning in KB context
• Reconceptualizing assessment modes that align with KB activities
• Equipping & empowering learners with the know-how of collaboration in KB
spaces
53. Our Journey: Challenges and implications
• Improvise interim measure in the transitional status: moving from topic-focus
to problem-focus task; from cooperative to collaborative undertaking of task
• Provide appropriate degree and type of scaffolding to inculcate collaborative
knowledge building skills
• Require technological and pedagogical orchestration to “promote fluid social
interaction structures from individuals, to fixed small groups, to interacting,
flexible, opportunistic collaboration”
55. Summary
• What are the needs of today’s students?
• How do we engage them?
• Is cost or students’ learning the key to our purpose?
Notas del editor
Presentation 20mins Q&A 10mins
Idea Generation Idea Sharing Idea Improvement Rise Above
We used three types of surveys to measure student perceptions about how the mobile learning trail and pre and post-trail lessons designed based on KB pedagogy impacted their (1) critical thinking skills and (2) collaborative learning skills. In addition, students ’ perception about the effectiveness of mobile learning was measured through the survey. The critical thinking survey was administered twice to detect the difference between and after the intervention. This slides shows constructs measured in each survey and internal reliability of the surveys. Overall, the Cronbach ’ alpha values indicate that the surveys had satisfactory levels of internal reliability (all above .70).
This slides presents means and standard deviations of the critical thinking survey in a Likert Scale range of 1-5. Overall, it shows that students perception improved from pre-survey to post-survey in all factors, except Mental focus. T-test indicates that the difference in Cognitive Integrity was statistically significant.
appropriating and coupling of relevant mobile devices and web 2.0 technologies need for customizable applications for mobile learning shifting desired learning outcomes and assessment methods from individual performance merit to productive critique and collective cognitive intelligence