Purpose: The purpose of this study was to use Watkins and Marsick model of a learning organization (1993, 1996), the dimensions of the learning organization questionnaire as a framework for interdisciplinary network collaboration and knowledge sharing. Design/methodology/approach: The research team used a mixed-methods approach for data collection. Survey data was collected from 181 networks. In addition, data was collected from two focus groups with six participants each. Findings: Results, in general, showed that the learning organization culture could be used as a framework for interdisciplinary network collaboration. In particular, results showed that shared vision, imbedded systems and knowledge sharing were key driving forces required for successful collaboration. Research limitations/implications: Theoretical and practical implications were discussed, and conditions for learning organization culture for networks were established. Originality/value: People in a network era need more than training; they need ongoing, interdisciplinary, collaborative support to solve complex problems. Organizations can only work effectively if barriers to organizational learning were removed. This originality of this paper lies in applying learning organization framework at the network level.