Expectation Formation and Social Influence
This article investigate the role of social influence for the expectation formation of economic agents. Using self-organizing Kohonen maps the repeated cross-section data set of the University of Michigan consumer survey is transformed into a pseudo panel allowing to monitor the expectation formation of cohorts with regard to business confidence over the whole available time span (January 1978 - June 2013). Subsequently the information theoretic concept of transfer entropy is used to reveal the role of social influence on the expectation formation as well as the underlying network structure. It is shown that social influence strongly depends on socio-demographic characteristics and also coincides with a high degree of connectivity. The social network estimated in this way follows a power-law and thus exhibits similar structure as networks observed in other contexts.
|Date of creation:||Feb 2014|
|Publication status:||Published in Documents de travail du Centre d'Economie de la Sorbonne 2014.05 - ISSN : 1955-611X. 2014|
|Note:||View the original document on HAL open archive server: https://halshs.archives-ouvertes.fr/halshs-00951588|
|Contact details of provider:|| Web page: https://hal.archives-ouvertes.fr/|
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