What do centrality measures measure in psychological networks?
University Medical Center Groningen · University of Groningen · +7 more institutions
Abstract
Centrality indices are a popular tool to analyze structural aspects of psychological networks. As centrality indices were originally developed in the context of social networks, it is unclear to what extent these indices are suitable in a psychological network context. In this article we critically examine several issues with the use of the most popular centrality indices in psychological networks: degree, betweenness, and closeness centrality. We show that problems with centrality indices discussed in the social network literature also apply to the psychological networks. Assumptions underlying centrality indices, such as presence of a flow and shortest paths, may not correspond with a general theory of how…
Citation impact
- FWCI
- 86.76
- Percentile
- 100%
- References
- 109
Authors
8- LFLaura F. BringmannCorresponding
University Medical Center Groningen, University of Groningen
- TETimon Elmer
ETH Zurich, Uniwersytet SWPS, Institute of Social and Humanities
- SESacha Epskamp
University of Amsterdam
- RWRobert W. Krause
University of Groningen, Inwood Community Services
- DSDavid Schoch
University of Manchester
Topics & keywords
- Centrality
- Betweenness centrality
- Katz centrality
- Context (archaeology)
- Psychology
- Network controllability
- Network theory
- Closeness