[Paper Review] An Exploration of Rotating Leadership in a Knowledge Building Community

Leanne Ma, Yoshiaki Matsuzawa+2 more|arXiv (Cornell University)|Mar 11, 2015

Innovative Teaching and Learning Methods6 references3 citations

TL;DR

This study investigates rotating leadership in a grade 4 science classroom using knowledge building principles, analyzing temporal patterns of betweenness centrality to reveal decentralized leadership dynamics. Results show nearly all students led at different times, suggesting rotating leadership emerges organically and may serve as an indicator of collective cognitive responsibility in collaborative learning environments.

ABSTRACT

This study aims to investigate the COINs concept of rotating leadership within a Knowledge Building context. Individual and group level leadership patterns in a grade 4 science class were explored through temporal visualization of betweenness centrality. Results indicate that the student network was relatively decentralized, with almost all students leading the group at different points in time. Rotating leadership appears to be an emergent phenomenon of Knowledge Building, and we suggest that it has the potential to be an indicator of collective cognitive responsibility.

Motivation & Objective

• To examine how rotating leadership emerges in a knowledge building community among elementary students.
• To analyze individual and group-level leadership patterns using network analysis techniques.
• To assess whether rotating leadership correlates with collective cognitive responsibility in collaborative science learning.
• To explore the role of temporal dynamics in leadership distribution within a knowledge building classroom.

Proposed method

• Applied temporal visualization of betweenness centrality to map leadership transitions over time in a grade 4 science class.
• Collected and analyzed interaction data from a knowledge building community to identify leadership roles.
• Used network science methods to assess centrality and influence patterns across students.
• Tracked leadership shifts across multiple time intervals to observe distribution and frequency of leadership roles.
• Employed qualitative and quantitative analysis to link leadership patterns with knowledge building outcomes.
• Utilized data from the COINs (Collaborative Inquiry Networks) framework to model leadership emergence.

Experimental results

Research questions

• RQ1 How is leadership distributed among students in a knowledge building classroom over time?
• RQ2 What patterns of leadership emergence can be observed at the individual and group levels in a collaborative science learning environment?
• RQ3 To what extent does rotating leadership reflect collective cognitive responsibility in a knowledge building community?
• RQ4 How do temporal dynamics of betweenness centrality reflect leadership transitions in student networks?

Key findings

• The student network exhibited a relatively decentralized structure, with leadership roles shifting frequently among participants.
• Nearly all students assumed leadership roles at different points in the learning process, indicating broad participation.
• Rotating leadership was observed as an emergent phenomenon rather than a planned or fixed structure.
• Leadership transitions were temporally dynamic, with no single student dominating the network over time.
• The pattern of leadership distribution suggests strong collective cognitive responsibility among students.
• Betweenness centrality analysis revealed that leadership was not concentrated in a few individuals but spread across the group.