Individuals’ Knowledge Transfer Behaviors and Social Networks: A Co-evolution Framework
The boom of the network concept in organizational research has resulted in a growing interest in the interplay between organizational members’ knowledge transfer and their social network structure. This paper treats such interplay as a co-evolution process and lay out a theoretical framework, CO-evolution of Individuals and Networks (COIN), to facilitate its modeling. Using a simplified example, we identify the components of a co-evolution model that should be constructed based on substantive theories: cross-level causal mechanisms, network structural factors, individual heterogeneity and autonomy, the relationships among model assumption, inputs and outputs. COIN synthesizes theoretical or empirical evidence that can help construct these components from multiple disciplines (e.g., organizational research, statistics, physics, economics, and sociology). It decomposes the co-evolution process into key constructs and mechanisms and organizes existing theories around them. It also exposes gaps in related work which once filled can facilitate studies on network-behavior co-evolutio
Lin, Y.A., and Desouza, K.C. “Individuals’ Knowledge Transfer Behaviors and Social Networks: A Co-evolution Framework,” In Proceedings of the Annual Meeting of the Academy of Management, San Antonio, TX (August 12-16, 2011).