Policymakers wishing to enhance innovation processes in small and medium-sized enterprises increasingly channel their interventions through innovation intermediaries. However, limited empirical research exists regarding the activities and performance of intermediaries, with most contributions taking a qualitative approach and focusing on the role of intermediaries as brokers. In this paper, we analyse the extent to which innovation intermediaries, through their engagement in different activities, support the creation of communities of other agents. We use multilayer network analysis techniques to simultaneously represent the many types of interactions promoted by intermediaries. Furthermore, by originally applying the Infomap algorithm to our multilayer network, we assess the contribution of the agents involved in different activities promoted by intermediaries, and we identify the emerging multilayer communities and the intercohesive agents that span across several communities. Our analysis highlights the potential and the critical features of multilayer analysis for policy design and evaluation.

Multilayer Network Analysis of Innovation Intermediaries’ Activities / Russo, Margherita; Annalisa, Caloffi; Righi, Riccardo; Righi, Simone; Rossi, Federica. - (2019), pp. 193-208. [10.1007/978-3-030-31463-7_12]

Multilayer Network Analysis of Innovation Intermediaries’ Activities

Russo, Margherita;Caloffi, Annalisa;Righi, Riccardo;Righi, Simone;Rossi, Federica
2019

Abstract

Policymakers wishing to enhance innovation processes in small and medium-sized enterprises increasingly channel their interventions through innovation intermediaries. However, limited empirical research exists regarding the activities and performance of intermediaries, with most contributions taking a qualitative approach and focusing on the role of intermediaries as brokers. In this paper, we analyse the extent to which innovation intermediaries, through their engagement in different activities, support the creation of communities of other agents. We use multilayer network analysis techniques to simultaneously represent the many types of interactions promoted by intermediaries. Furthermore, by originally applying the Infomap algorithm to our multilayer network, we assess the contribution of the agents involved in different activities promoted by intermediaries, and we identify the emerging multilayer communities and the intercohesive agents that span across several communities. Our analysis highlights the potential and the critical features of multilayer analysis for policy design and evaluation.
Challenges in Social Network Research Methods and Applications
Giancarlo Ragozini, Maria Prosperina Vitale
9783030314620
Springer
SVIZZERA
Multilayer Network Analysis of Innovation Intermediaries’ Activities / Russo, Margherita; Annalisa, Caloffi; Righi, Riccardo; Righi, Simone; Rossi, Federica. - (2019), pp. 193-208. [10.1007/978-3-030-31463-7_12]
Russo, Margherita; Annalisa, Caloffi; Righi, Riccardo; Righi, Simone; Rossi, Federica
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1187045
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