higher-order thinking: content analysis of cognitive presence in chat sessions

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Higher-Order Thinking Higher-Order Thinking Content Analysis of Cognitive Presence In Chat Sessions David S. Stein, Constance E. Wanstreet, Cheryl L. Engle, Hilda R. Glazer, Ruth A. Harris, Susan M. Johnston, Mona R. Simons, and Lynn A. Trinko

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Scholarly presentation given at the 2006 E-Learn World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education in Honolulu, Hawaii. This memorable experience involved the earthquake on Oahu.

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Page 1: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Higher-Order ThinkingHigher-Order Thinking

Content Analysis of Cognitive Presence In Chat Sessions

David S. Stein, Constance E. Wanstreet,

Cheryl L. Engle, Hilda R. Glazer,

Ruth A. Harris, Susan M. Johnston,

Mona R. Simons, and Lynn A. Trinko

Page 2: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

IntroductionIntroduction

This study examines student interactions in a blended learning environment as they progress through the stages of practical inquiry using higher-order thinking skills in a chat learning space.

Page 3: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

TerminologyTerminology

Critical thinking…

Statements leading to deeper learning and the development of higher-order cognitive skills in adult learners (Anderson & Garrison, 1995). An important element to understanding how adults learn and necessary to elevate higher-order learning in online chat discussions (Garrison, 1991).

Cognitive presence…Closely associated with critical thinking and reflects higher-order knowledge acquisition and application.

Higher-order thinking…Statements that represent the integration (phase 3) and resolution (phase 4) stages of the practical inquiry model.

Page 4: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

SocialPresence

CognitivePresence

Teaching Presence(Structure/Process)

EducationalExperience

SupportingDiscourse

SettingClimate

SelectingContent

Community of Inquiry ModelCommunity of Inquiry ModelGarrison, Anderson & Archer, 2000

Page 5: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Deliberation

(Applicability)

Conception(Ideas)

Perception(Awareness)

Action(Practice)

EXPERIENCE

Exploration Integration

Triggering Events

Resolution

Practical Inquiry ModelPractical Inquiry ModelGarrison, Anderson & Archer, 2001

11

22 33

44

Page 6: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Purpose of StudyPurpose of Study

To examine how higher-order learning occurs through the chat process in a way that reflects the dynamic relationship between cognitive presence and critical thinking in a community of inquiry.

Page 7: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Previous ResearchPrevious Research

Higher-Order Thinking

Discussion in communities of inquiry contribute to higher-order thinking and helps learners create knowledge (Garrison et al., 2000)

Others explored higher-order learning in terms of CP in asynchronous environments (Fabro & Garrison, 1998; Garrison, Anderson, & Archer, 2001; Meyer, 2003; Pawan, Paulus, Yalcin, & Chang, 2003)

Page 8: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Previous ResearchPrevious Research

Cognitive Presence

Grounded in critical thinking (McPeck, 1981; Brookfield, 1987; Garrison, 1991)

Learners construct meaning through sustained communication (Garrison et al., 2001)

Fewer studies examine CP in real-time environments (Vaughn & Garrison, 2005) Limited empirical evidence suggests that text-based communications used in real-time environments can support/encourage the development & practice of higher-order thinking skills (Garrison et al., 2000)

Page 9: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Research QuestionsResearch Questions

1) How is higher-order thinking supported by the practical inquiry model in a community of inquiry?

2) How do individuals progress through this model with the aide of collaborative learning and higher-order thinking?

Page 10: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

MethodMethod

This ex post facto study used a quantitative content analysis to investigate the development of cognitive presence through the practical inquiry process.

Page 11: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Course BackgroundCourse Background

Learners studied the role of adult education in American society

Seven groups formed by learners’ affinity or proximity to one another in initial class

Five groups chose to work online and two chose to conduct their small group discussions face-to-face

Page 12: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Course ActivitiesCourse Activities

Three face-to-face sessions: at beginning, middle, and end of course

Weekly small-group discussions related to course readings and questions posed by instructor:

– Groups discussed issues using a chat learning space

– Group moderator synthesized discussion and posted to discussion board

Page 13: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Study DesignStudy Design

Of the groups available to us one was selected at random

Time 1 (week 3) and Time 2 (week 7) of the group’s transcripts were analyzed

Page 14: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Units of MeaningUnits of Meaning

Chat Transcripts– A complete participant response

Example: “I know that this is vague, but we have to start somewhere. end”

Page 15: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

CodingCoding

Triggering Event (Phase 1) Exploration (Phase 2)

Integration (Phase 3)

Resolution (Phase 4)

Page 16: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Krippendorff’s Alpha Coefficient For Krippendorff’s Alpha Coefficient For Interrater ReliabilityInterrater Reliability

Number of Coders

Chat 1

Transcript

Chat 2

Transcript

Three

Coders

.89 .83

Two

Coders

.98 .81

Page 17: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Findings: Frequency of Individual Findings: Frequency of Individual Meaning Units Coded by Presence TypeMeaning Units Coded by Presence Type

Time 1 – ChatWeek 3

Time 2 – ChatWeek 7

Participant Name

Social Presenc

e

Teaching

Presence

Cognitive Presence

Social Presenc

e

Teaching

Presence

Cognitive Presence

Rob 6 2 15 10 6 17

Ann 10 14 29 16 4 32

John 16 3 17 10 7 26

Gail 9 6 21 9 3 21

Jay - - - 11 4 14

Total 41 25 82 56 24 11011χ2(1, N = 193) = 4.36, p = .04

Page 18: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Findings: Frequency of Individual Meaning Findings: Frequency of Individual Meaning Units Coded as CP in Chat 1Units Coded as CP in Chat 1

Chat 1 – Week 3

Practical Inquiry Phase

Triggering Event

Exploration

Integration Resolution

Rob 3 10 1 1

Ann 4 15 10 0

John 3 10 4 0

Gail 3 8 8 2

Jay (absent) - - - -

Total 13 43 23 3

Page 19: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Findings: Frequency of Individual Meaning Findings: Frequency of Individual Meaning Units Coded as CP in Chat 2Units Coded as CP in Chat 2

Chat 2 – Week 7Practical Inquiry Phase

Triggering Event

Exploration

Integration

Resolution

Rob 3 13 1 0

Ann 3 23 5 1

John 0 22 3 1

Gail 2 15 4 0

Jay 1 10 3 0

Total 9 831 16 2

1χ2(1, N = 126) = 12.70, p < .001

Page 20: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Findings: Flow of Social, Teaching, and Findings: Flow of Social, Teaching, and Cognitive Presence in Chat 1Cognitive Presence in Chat 1

ExEx

Page 21: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Findings: Flow of Social, Teaching, and Findings: Flow of Social, Teaching, and Cognitive Presence in Chat 2Cognitive Presence in Chat 2

Te In ExExExEx Te Ex

ExExExExExExRe Te ExExEx

In TeEx

ExExEx Re

Ex In Ex ExExExExExExInInIn InExEx

Ex ExEx

Page 22: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Practical Inquiry ModelPractical Inquiry Modelfor Chat Time 1

16%

55%

28%

1%

TriggeringEvent

Exploration

Integration

Resolution

Page 23: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

Practical Inquiry ModelPractical Inquiry Modelfor Chat Time 2

8%

75%

15%2%

TriggeringEvent

Exploration

Integration

Resolution

Page 24: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

FindingsFindings Cognitive presence accounted for the highest percentage

of individual coded meaning units in chat 1 and chat 2.

In both chats, exploration (phase 2) accounted for the highest number of individual meaning units and reflects deeper learning approaches.

Social presence (SP) and teaching presence (TP) are necessary to move the conversation and learner’s experience to a higher cognitive level.

Teaching presence not only joins SP and CP together, but the instructor’s (or moderator’s) role is crucial in facilitating critical thinking (Fabro & Garrison, 1998) in order to move the discussion to the next level of higher-order thinking.

Page 25: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

ConclusionsConclusions

Communication leading to higher-order thinking is not cyclical.

There is a pattern to how groups reach resolution, and this pattern is consistent across multiple studies. (Garrison et al., 2001; McKlin et al, 2002; Meyer, 2003; Vaughan & Garrison, 2003)

– Bulk of work in exploration phase, followed by integration

Page 26: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

RecommendationsRecommendations

Instructional course designers should consider the following when using chat learning spaces:

Within the context of a community of inquiry, chat spaces increase higher-order thinking skills. – Practical Inquiry Model (Garrison, Anderson & Archer, 2001)

Chats culminate through well-defined tasks by joining CP, TP, and SP to assist the group in achieving resolution and collaborative learning.– Community of Inquiry Model (Garrison, Anderson & Archer, 2000)

Instructor’s / moderator’s role is crucial in facilitating critical thinking and encouraging the group to reach the highest pinnacle, resolution (phase 4).

Page 27: Higher-Order Thinking: Content Analysis of Cognitive Presence in Chat Sessions

ReferencesReferences

Anderson, T.D. and Garrison, D.R. (1995). Critical thinking in distance education: Developing critical communities in an audio teleconference context. Higher Education, 29(2), 183-199.

Anderson, T., Rourke, L., Archer, W., & Garrison, R. (2001). Assessing teaching presence in computer conferencing transcripts. The Journal of Asynchronous Learning Networks, 5(2). Retrieved December 15, 2005, from http://www.aln.org/publications/jaln/v5n2/v5n2_anderson

Brookfield, S.D. (1987). Developing critical thinkers, San Francisco, CA: Jossey-Bass.Brookfield, S. D., & Preskill, S. (2005). Discussion as a way of teaching: Tools and techniques for democratic

classrooms, 2nd ed. San Francisco, CA: Jossey-Bass.Fabro, K.R. and Garrison, D.R. (1998). Computer conferencing and higher-order learning. Indian Journal of Open

Learning, 7(1), 41-54. Garrison, D.R. (1991). Critical thinking and adult education: A conceptual model for developing critical thinking in

adult learners. International Journal of Lifelong Learning, 10(4), 287-303.Garrison, R., Anderson, T., and Archer, W. (2000). Critical inquiry in a text-based environment: Computer

conferencing in higher education. The Internet and Higher Education, 2(2-3), 87-105.Garrison, R., Anderson, T., and Archer, W. (2001). Critical thinking and computer conferencing: A model and tool to

assess cognitive presence. American Journal of Distance Education, 15(1), 7-23.Krippendorff, K. (2004). Content analysis: An introduction to its methodology, 2nd ed. Beverly Hills, CA: Sage.McPeck, J.E. (1981). Critical thinking and education. Oxford, UK: Martin Robertson.Meyer, K. A. (2003). Face-to-face versus threaded discussions: The role of time and higher-order thinking. Journal of

Asynchronous Learning Networks, 7(3). Retrieved June 16, 2006, from http://www.sloan-c.org/publications/jaln/v7n3/pdf/v7n3_meyer.pdf

Neuendorf, K. A. (2002). The content analysis guidebook. Thousand Oaks, CA: Sage.Pawan, F., Paulus, T. M., Yalcin, S., & Chang, C-F. (2003). Online learning: Patterns of engagement and interaction

among in-service teachers. Language Learning & Technology, 7(3), 118-140.Strijbos, J., Martens, R. L., Prins, F. J., & Jochems, W. M. (2005). Content analysis: What are they talking about?

Computers & Education, 46(2006), 29-48. Retrieved June 16, 2006, from http://www.elsevier.com/locate/compedu

Vaughan, N., & Garrison, D. R. (2005). Creating cognitive presence in a blended faculty development community. The Internet and Higher Education, 8, 1-12.

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