Opinion dynamics under conformity

Arbeitspapier

We present a model of opinion formation where individuals repeatedly engage in discussion and update their opinion in a social network similarly to the DeGroot model. Abstracting from the standard assumption that individuals always report their opinion truthfully, agents in our model interact strategically in the discussion such that their stated opinion can di er from their true opinion. The incentive to do so is induced by agents' preferences for conformity. Highly conforming agents will state an opinion which is close to their neighbors' while agents with low level of conformity may be honest or even overstate their opinion. We model opinion formation as a dynamic process and identify conditions for convergence to consensus. Studying the consensus in detail, we show that an agent's social in uence on the consensus opinion is increasing in network centrality and decreasing in the level of conformity. Thus, lower conformity fosters opinion leadership. Moreover, assuming that the initial opinion is a noisy signal about some true state of the world, we consider the mean squared error of the consensus as an estimator for the true state of the world. We show that a society is \wise, i.e. the mean squared error is smaller, if players who are well informed are less conform, while uninformed players conform more with their neighbors.

Angaben zum Objekt

• Sprache: Englisch

Verweise und Beziehungen

• Erschienen in: Series: Working Papers ; No. 469

Klassifikation und Themen

• Klassifikation: Wirtschaft ; Noncooperative Games ; Search; Learning; Information and Knowledge; Communication; Belief; Unawareness ; Network Formation and Analysis: Theory ; Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification
• Thema: consensus ; social networks ; conformity ; eigenvector centrality ; wisdom of the crowds ; Meinung ; Soziale Norm ; Soziales Netzwerk ; Nichtkooperatives Spiel ; Theorie

Beteiligte, Orts- und Zeitangaben

• Ereignis: Geistige Schöpfung
• (wer): Buechel, Berno ; Hellmann, Tim ; Klößner, Stefan
• Ereignis: Veröffentlichung
• (wer): Bielefeld University, Institute of Mathematical Economics (IMW)
• (wo): Bielefeld
• (wann): 2012

Weitere Informationen

• Handle: http://hdl.handle.net/10419/81110
• URN: urn:nbn:de:0070-pub-26740054
• Letzte Aktualisierung: 10.03.2025, 11:44 MEZ