Degree Centrality, von Neumann-Morgenstern Expected Utility and Externalities in Networks

Rene’ van den Brink and Agnieszka Rusinowska
Additional contact information
Rene’ van den Brink: Vrije Universiteit Amsterdam

No 23-061/II, Tinbergen Institute Discussion Papers from Tinbergen Institute

Abstract: This paper aims to connect the social network literature on centrality measures with the economic literature on von Neumann-Morgenstern expected utility functions using cooperative game theory. The social network literature studies various concepts of network centrality, such as degree, betweenness, connectedness, and so on. This resulted in a great number of network centrality measures, each measuring centrality in a different way. In this paper, we aim to explore which centrality measures can be supported as von Neumann-Morgenstern expected utility functions, reflecting preferences over different network positions in different networks. Besides standard axioms on lotteries and preference relations, we consider neutrality to ordinary risk. We show that this leads to a class of centrality measures that is fully determined by the degrees (i.e. the numbers of neighbours) of the positions in a network. Although this allows for externalities, in the sense that the preferences of a position might depend on the way how other positions are connected, these externalities can be taken into account only by considering the degrees of the network positions. Besides bilateral networks, we extend our result to general cooperative TU-games to give a utility foundation of a class of TU-game solutions containing the Shapley value.

Keywords: weighted network; degree; centrality measure; externalities; neutrality to ordinary risk; expected utility function (search for similar items in EconPapers)
JEL-codes: C02 D81 D85 (search for similar items in EconPapers)
Date: 2023-10-12
New Economics Papers: this item is included in nep-gth, nep-mic, nep-net and nep-upt
References: View references in EconPapers View complete reference list from CitEc
Citations:

Downloads: (external link)
https://papers.tinbergen.nl/23061.pdf (application/pdf)

Related works:
Working Paper: Degree centrality, von Neumann-Morgenstern expected utility and externalities in networks (2024)
Working Paper: Degree centrality, von Neumann-Morgenstern expected utility and externalities in networks (2024)
Working Paper: Degree Centrality, von Neumann-Morgenstern Expected Utility and Externalities in Networks (2023)
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:tin:wpaper:20230061

Access Statistics for this paper

More papers in Tinbergen Institute Discussion Papers from Tinbergen Institute Contact information at EDIRC.
Bibliographic data for series maintained by Tinbergen Office +31 (0)10-4088900 ().