Opinion Dynamics and Wisdom under Conformity
Berno Buechel, Tim Hellmann, Stefan Kölßner
C72, D83, D85, Z13
Opinion Leadership, Wisdom Of Crowds, Consensus, Social Networks, Conformity, Eigenvector Centrality
Climate Change and Sustainable Development
We study a dynamic model of opinion formation in social networks. In our model, boundedly rational agents update opinions by averaging over their neighbors’ expressed opinions, but may misrepresent their own opinion by conforming or counter-conforming with their neighbors. We show that an agent’s social influence on the long-run group opinion is increasing in network centrality and decreasing in conformity. Concerning efficiency of information aggregation or “wisdom" of the society, it turns out that misrepresentation of opinions need not undermine wisdom, but may even enhance it. Given the network, we provide the optimal distribution of conformity levels in the society and show which agents should be more conforming in order to increase wisdom.
Suggested citation: Buechel, B., T. Hellmann, S. Kölßner, (2014), ‘Opinion Dynamics and Wisdom under Conformity’ Nota di Lavoro 51.2014, Milan, Italy: Fondazione Eni Enrico Mattei.