Abstract Policymakers have increasingly supported collaborative R&D, recognizing its role in enhancing the innovation performance and scientific reputation of organizations. This paper proposes a three-step procedure to examine collaborative patterns and participation dynamics over consecutive research programs by integrating Social Network Analysis and statistical methods. First, participants in R&D projects are ranked based on their centrality in the collaborative network. Second, tran