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Dynamic network analysis

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Community College Faculty Job Satisfaction: A Network Approach, Bonnie Smith Dec 2011

Community College Faculty Job Satisfaction: A Network Approach, Bonnie Smith

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This study addresses the question, 'how do network dynamics and leadership behavior influence community college faculty job satisfaction?' Using ORA's dynamic network analysis (DNA) tools, this study investigates how network interactions relate to faculty job satisfaction, how beliefs about leader-member exchange (LMX) relationships relate to network interactions, and how beliefs about LMX relationships relate to job satisfaction. A faculty network is analyzed as a whole, then clusters are identified and analyzed using standard network measurements and a belief propagation algorithms.
Results indicate that job satisfaction and perceptions of relationship with leaders are co-created within networks. Cluster which have high network …


Complex Organizations: A Cultural Analysis Of A Christian College, Daniel Bennett Aug 2011

Complex Organizations: A Cultural Analysis Of A Christian College, Daniel Bennett

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The purpose of this study was to understand the emergent dynamics that shape the organizational culture of a faith-based college incorporating a comprehensive network approach. The study adapted Martin's (2002) Three Perspective Theory of Culture utilizing the Dynamic Network Analysis methodology. To understand the cultural manifestations of the organization, several networks of beliefs and agent interactions were examined.
The results demonstrated that religious values are deeply embedded in the institution and there is a rich diversity of beliefs within the institution and its subcultures. The role of resources was examined, and financial resources emerged as a crucial element that stresses …