Exploration, Exploitation, and Knowledge Management Strategies in Multi-Tier Hierarchical Organizations Experiencing Environmental Turbulence
David A. Bray
National Defense University - Information Resources Management College; Emory University - Department of Decision & Information Analysis
December 1, 2005
North American Assoc. for Computational Social and Organizational Science (NAACSOS) Conference, June 2006
James G. March conceived organizational learning as a balance between the exploration of new alternatives and the exploitation of existing competencies in an organization. This study extends March's model to consider exploration and exploitation in a hierarchical organization. First, the effect of additional tiers in a hierarchical organization is analyzed and related to March's original constructs of exploration, exploitation, personnel turnover, and environmental turbulence. Second, the study evaluates additional effects of a knowledge management system that collects and shares knowledge from expert individuals in an organization. This study finds that in the absence of personnel turnover, a knowledge strategy of high exploitation and low exploration for a multi-tiered hierarchical organization reduces the veracity of average individual knowledge levels when compared to alternative strategies. The magnitude of this reduction in veracity increases as the number of tiers in a hierarchical organization increase; flat organizations will see less of a reduction compared to multi-tiered organizations. A weighted least-squares regression performed on a second set of data corroborates this central observation. Cumulative findings have strategic relevance for both organizational theory and the application of knowledge management systems.
Number of Pages in PDF File: 6
Keywords: organizational learning, exploration, exploitation, personnel turnover, environmental turbulence, hierarchical organizations, knowledge management
JEL Classification: D21, D23, D70, D81, D83, O31working papers series
Date posted: February 6, 2007 ; Last revised: January 5, 2009
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