Influential Listeners: An Experiment on Persuasion Bias in Social Networks
AbstractThis paper presents an experimental investigation of persuasion bias, a form of bounded rationality whereby agents communicating through a social network are unable to account for possible repetitions in the information they receive. The results indicate that network structure plays a significant role in determining social influence. However, the most influential agents are not those with more outgoing links, as predicted by the persuasion bias hypothesis, but those with more incoming links. We show that a boundedly rational updating rule that takes into account not only agents' outdegree, but also their indegree, provides a better explanation of the experimental data. In this framework, consensus beliefs tend to be swayed towards the opinions of influential listeners. We then present an effort-weighted updating model as a more general characterization of information aggregation in social networks.
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Bibliographic InfoPaper provided by University of Milano-Bicocca, Department of Economics in its series Working Papers with number 196.
Length: 34 pages
Date of creation: Aug 2010
Date of revision: Aug 2010
Other versions of this item:
- Corazzini, Luca & Pavesi, Filippo & Petrovich, Beatrice & Stanca, Luca, 2012. "Influential listeners: An experiment on persuasion bias in social networks," European Economic Review, Elsevier, vol. 56(6), pages 1276-1288.
- D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
- D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search, Learning, and Information
- A14 - General Economics and Teaching - - General Economics - - - Sociology of Economics
- L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
- Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Social and Economic Stratification
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-09-18 (All new papers)
- NEP-CBE-2010-09-18 (Cognitive & Behavioural Economics)
- NEP-EVO-2010-09-18 (Evolutionary Economics)
- NEP-EXP-2010-09-18 (Experimental Economics)
- NEP-MIC-2010-09-18 (Microeconomics)
- NEP-NET-2010-09-18 (Network Economics)
- NEP-SOC-2010-09-18 (Social Norms & Social Capital)
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- Daron Acemoglu & Munther A. Dahleh & Ilan Lobel & Asuman Ozdaglar, 2008.
"Bayesian Learning in Social Networks,"
NBER Working Papers
14040, National Bureau of Economic Research, Inc.
- Gale, Douglas & Kariv, Shachar, 2003. "Bayesian learning in social networks," Games and Economic Behavior, Elsevier, vol. 45(2), pages 329-346, November.
- Smith, L. & Sorensen, P., 1996.
"Pathological Outcomes of Observational Learning,"
96-19, Massachusetts Institute of Technology (MIT), Department of Economics.
- Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992.
"A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades,"
Journal of Political Economy,
University of Chicago Press, vol. 100(5), pages 992-1026, October.
- Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 2010. "A theory of Fads, Fashion, Custom and cultural change as informational Cascades," Levine's Working Paper Archive 1193, David K. Levine.
- Syngjoo Choi & Douglas Gale & Shachar Kariv, 2012.
"Social learning in networks: a Quantal Response Equilibrium analysis of experimental data,"
Review of Economic Design,
Springer, vol. 16(2), pages 135-157, September.
- Shachar Kariv & Syngjoo Choi & Douglas Gale, 2007. "Social Learning in Networks: A Quantal Response Equilibrium Analysis of Experimental Data," Levine's Bibliography 843644000000000107, UCLA Department of Economics.
- Abhijit Banerjee & Drew Fudenberg, 2010.
"Word of Mouth Learning,"
Levine's Working Paper Archive
723, David K. Levine.
- Banerjee, Abhijit V, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, MIT Press, vol. 107(3), pages 797-817, August.
- Zwiebel, Jeffrey H. & Vayanos, Dimitri & DeMarzo, Peter M., 2001.
"Persuasion Bias, Social Influence, and Uni-Dimensional Opinions,"
1719, Stanford University, Graduate School of Business.
- Peter M. Demarzo & Dimitri Vayanos & Jeffrey Zwiebel, 2003. "Persuasion Bias, Social Influence, And Unidimensional Opinions," The Quarterly Journal of Economics, MIT Press, vol. 118(3), pages 909-968, August.
- Celen, Bogachan & Kariv, Shachar, 2004. "Observational learning under imperfect information," Games and Economic Behavior, Elsevier, vol. 47(1), pages 72-86, April.
- Bala, Venkatesh & Goyal, Sanjeev, 1998.
"Learning from Neighbours,"
Review of Economic Studies,
Wiley Blackwell, vol. 65(3), pages 595-621, July.
- Timothy Conley & Udry Christopher, 2001. "Social Learning Through Networks: The Adoption of New Agricultural Technologies in Ghana," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 668-673.
- Anderson, Lisa R & Holt, Charles A, 1997. "Information Cascades in the Laboratory," American Economic Review, American Economic Association, vol. 87(5), pages 847-62, December.
- Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer, vol. 10(2), pages 171-178, June.
- Bogaçhan Çelen & Shachar Kariv, 2004. "Distinguishing Informational Cascades from Herd Behavior in the Laboratory," American Economic Review, American Economic Association, vol. 94(3), pages 484-498, June.
- Büchel, Berno & Hellmann, Tim & Klößner, Stefan, 2013.
"Opinion Dynamics under Conformity,"
Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order
79770, Verein für Socialpolitik / German Economic Association.
- Enke, Benjamin & Zimmermann, Florian, 2013.
"Correlation Neglect in Belief Formation,"
IZA Discussion Papers
7372, Institute for the Study of Labor (IZA).
- Enke, Benjamin & Zimmermann, Florian, 2013. "Correlation Neglect in Belief Formation," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79900, Verein für Socialpolitik / German Economic Association.
- Benjamin Enke & Florian Zimmermann, 2013. "Correlation Neglect in Belief Formation," Bonn Econ Discussion Papers bgse04_2013, University of Bonn, Germany.
- Benjamin Enke & Florian Zimmermann, 2013. "Correlation Neglect in Belief Formation," CESifo Working Paper Series 4483, CESifo Group Munich.
- Pietro Battiston & Luca Stanca, 2014. "Boundedly Rational Opinion Dynamics in Directed Social Networks: Theory and Experimental Evidence," Working Papers 267, University of Milano-Bicocca, Department of Economics, revised Jan 2014.
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