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Cultural MixtureModeling: Identifying Cultural Consensus (and Disagreement)

By Using Finitemixturemodeling

Abstract

In this paper, we describe a new technique for identifying cultural consensus called Cultural Mixture Modeling (CMM). This technique adopts finite mixture modeling, and introduces a new probabilistic formulation of agreement, which we call thestrongconsensusmodel. Weusethistechniquetoexamine the cultural belief data from Weller (1983; 1984) and social network data from Krackhardt (1987). We show that CMM can go beyond classic models of consensus and identify situations in which multiple distinct but disagreeing beliefs exist between subgroups of individuals. By identifying groups of shared belief, CMM offers a practical and useful technique for understanding and characterizing how socio-cultural factorsinfluence our beliefs and attitudes

Topics: culture, mental models, consensus theory Background Understanding the underlying beliefs, attitudes
Year: 2010
OAI identifier: oai:CiteSeerX.psu:10.1.1.162.1546
Provided by: CiteSeerX
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