TY - JOUR
T1 - Bridging centrality as an indicator to measure the `bridging role´ of actors in networks: An application to the European nanotechnology co-publication network
AU - Bergé, Laurent
AU - Scherngell, Thomas
AU - Wanzenböck, Iris
PY - 2017
Y1 - 2017
N2 - In the recent past, we can observe growing interest in STI studies in the notion of positioning
indicators, shifting emphasis to actors in the innovation process and their R&D inter-linkages
with other actors. In relation to this, we suggest a new approach for assessing the positioning
of actors relying on the notion of bridging centrality (BC). Based on the concept of bridging
paths, i.e. a set of two links connecting three actors across three different aggregate nodes
(e.g. organisations, or regions), we argue that triangulation in networks is a key issue for
knowledge recombinations and the extension of an actor´s knowledge base. As bridges
are most often not empirically observable at the individual level of research teams, we
propose an approximated BC measure that provides a flexible framework for dealing with
the aggregation problem in positioning actors. Hereby, BC is viewed as a function of an
aggregate node´s (i) participation intensity in the network, (ii) its openness to other nodes
(i.e. the relative outward orientation of network links), and iii) the diversification of links to
other nodes. In addition, we propose a generalised version of the BC measure that accounts
for different node categories. An illustrative example on the European Nanotechnology copublication
network observed at the level of organisations demonstrates the usefulness and
complementary interpretation power in comparison to conventional centrality measures.
AB - In the recent past, we can observe growing interest in STI studies in the notion of positioning
indicators, shifting emphasis to actors in the innovation process and their R&D inter-linkages
with other actors. In relation to this, we suggest a new approach for assessing the positioning
of actors relying on the notion of bridging centrality (BC). Based on the concept of bridging
paths, i.e. a set of two links connecting three actors across three different aggregate nodes
(e.g. organisations, or regions), we argue that triangulation in networks is a key issue for
knowledge recombinations and the extension of an actor´s knowledge base. As bridges
are most often not empirically observable at the individual level of research teams, we
propose an approximated BC measure that provides a flexible framework for dealing with
the aggregation problem in positioning actors. Hereby, BC is viewed as a function of an
aggregate node´s (i) participation intensity in the network, (ii) its openness to other nodes
(i.e. the relative outward orientation of network links), and iii) the diversification of links to
other nodes. In addition, we propose a generalised version of the BC measure that accounts
for different node categories. An illustrative example on the European Nanotechnology copublication
network observed at the level of organisations demonstrates the usefulness and
complementary interpretation power in comparison to conventional centrality measures.
U2 - 10.1016/j.joi.2017.09.004
DO - 10.1016/j.joi.2017.09.004
M3 - Article
SN - 1751-1577
VL - 11
SP - 1031
EP - 1042
JO - Journal of Informetrics
JF - Journal of Informetrics
ER -