Abstract
One common principle in the study of belief is what has been called the “consensual validation of reality”: the idea that persons in highly inbred social networks alter their beliefs regarding the external world by repeated interaction with each other rather than by direct observation. This notion accounts for phenomena such as panics, in which a substantial number of actors in a given population suddenly converge to (typically unsubstantiated) beliefs. In this paper, a Bayesian conditional probability model will be used to explore the conditions necessary for such outcomes, and alternative results will be likewise documented. Finally, suggestions for operationalization of the Bayesian model in experimental research will be given, along with some implications of the theory for common phenomena such as the propagation of ideas by media sources, organizational rumors, and polarization of group opinion.
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Aiken, M. and G. Hage (1968), “Organizational Interdependency and Intra-Organizational Structure,” American Sociological Review, 33(1).
Anderson, N.H. (1959), “Test of a Model for Opinion Change,” Journal of Abnormal and Social Psychology, 59, 371-381.
Anderson, N.H. (1964), “Linear Models for Responses Measured on a Continuous Scale,” Journal of Mathematical Psychology, 1, 121-142.
Anderson, N.H. (1971), “Integration Theory and Attitude Change,” Psychological Review, 79, 171-206.
Asch, S. (1952), Social Psychology. Prentice Hall, NJ.
Banerjee, A.V. (1992), “A Simple Model of Herd Behavior,” Quarterly Journal of Economics, 107(3), 797-817.
Bar-Hillel, M. (1980), “The Base Rate Fallacy in Probability Judgments,” Acta Psychologia, 44, 211-233.
Baron, R., S. Hoppe, C.F. Kao, B. Brunsman, B. Linneweh, and D. Rogers (1996a), “Social Corroboration and Opinion Extremity,” Journal of Experimental Social Psychology, 32, 537-560.
Baron, R., J. Vandello, and B. Brunsman (1996b), “The Forgotten Variable in Conformity Research: Impact of Task Performance on Social Influence,” Journal of Personality and Social Psychology, 71(5), 915-927.
Bikhchandani, S., D. Hirshleifer, and I. Welch (1992), “A Theory of Fashion, Custom, and Cultural Change,” Journal of Political Economy, 100(5), 992-1026.
Brass, D. (1984), “Being in the Right Place: A Structural Analysis of Individual Influence in an Organization,” Administrative Science Quarterly, 29.
Bulgatz, J. (1992), Ponzi Schemes, Invaders from Mars and More Extraordinary Popular Delusions. Harmony Books, New York.
Burt, R. (1987), “Social Contagion and Innovation: Cohesion Versus Structural Equivalence,” American Journal of Sociology, 92, 1287-1335.
Burt, R. (1992), Structural Holes: The Social Structure of Competition. Harvard University Press, Cambridge.
Carley, K. (1990a), “Group Stability: A Socio-Cognitive Approach,” Advances in Group Processes, 7.
Carley, K. (1990b), “On the Persistence of Beliefs, ” Working Paper, Department of Social and Decision Sciences, Carnegie Mellon University.
Coleman, J. (1990), Foundations of Social Theory. Harvard University Press, Cambridge.
Dawes, R. (1988), Rational Choice in an Uncertain World. Harcourt Brace, Fort Worth.
Degroot, M. (1989), Probability and Statistics(2nd edition). Addison-Wesley, MA.
Deutsch, M. and H.B. Gerard (1955), “A Study of Normative and Informational Social Influences upon Individual Judgment,” Journal of Abnormal and Social Psychology, 51(3), 629-636.
DiMaggio, P. and W. Powell (1983), “The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields,” American Sociological Review, 48, 147-160.
Erikson, K. (1966), Wayward Puritans: A Study in the Sociology of Deviance. Wiley, New York.
Fink, E. (1996), “Dynamic Social Impact Theory and the Study of Human Communication,” Journal of Communication, 46(4), 5-12.
Friedkin, N. and K. Cook (1991), “Peer Group Influence,” Sociological Methods and Research, 19, 122-143.
Friedland, R. and R.R. Alford (1991), “Bringing Society Back in: Symbols, Practices and Institutional Contradictions,” in Powell and DiMaggio (Eds.) The New Institutionalism in Organizational Analysis, Chicago: University of Chicago Press, pp. 232-263.
Galaskiewicz, J. and R. Burt (1991), “Interorganization Contagion in Corporate Philanthropy,” Administrative Science Quarterly, 36, 88-105.
Galbraith, J. (1973), Designing Complex Organizations. Addison-Wesley, Reading, MA.
Goel, P. and N.S. Iyengar (Eds.) (1992), Bayesian Analysis in Statistics and Econometrics. Lecture Notes in Statistics, 75, Springer-Verlag, New York.
Goode, E. and N. Ben-Yehuda (1994), “Moral Panics: Culture, Politics, and Social Construction,” Annual Review of Sociology, 20, 149-171.
Granovetter, M. (1982), “The Strength of Weak Ties: A Network Theory Revisited,” in Marsden and Lin (Eds.) 1982.
Granovetter, M. (1985), “Economic Action and Social Structure: The Problem of Embeddedness,” American Journal of Sociology, 91, 481-515.
Kahneman, D., P. Slovic, and A. Tversky (Eds.) (1982), Judgment under Uncertainty: Heuristics and Biases. Cambridge University Press, Cambridge.
Kahneman, D. and A. Tversky (1979), “Prospect Theory: An Analysis of Decision under Risk,” Econometrica, 47, 263-291.
Knoke, D. and J.H. Kuklinski (1982), “Network Analysis,” Quantitative Applications in the Social Sciences, J. Sullivan and R. Niemi (Eds.), Vol. 28, Beverly Hills: Sage Publications.
Krackhardt, D. (1996), “Organizational Viscosity and the Diffusion of Controversial Innovations,” Journal of Mathematical Sociology, in press.
Latané, B. (1981), “The Psychology of Social Impact,” American Psychologist, 56(4), 343-356.
Latané, B. and M.J. Bourgeois (1996), “Experimental Evidence for Dynamic Social Impact: The Emergence of Subcultures in Electronic Groups,” Journal of Communication, 46, 35-47.
Latané, B. and T. L'Herrou (1996), “Spatial Clustering in the Conformity Game: Dynamic Social Impact in Electronic Groups,” Journal of Personality and Social Psychology, 70(6), 1218-1230.
Latané, B. and A. Nowak (1994), “Measuring Emergent Social Phenomena: Dynamism, Polarization, and Clustering as Order Parameters of Social Systems,” Behavioral Science, 39, 1-24.
Lux, T. (1995), “Herd Behaviour, Bubbles and Crashes,” The Economic Journal, 105(431), 881-896.
Mayhew, B., J.M. McPherson, T. Rotolo, and L. Smith-Lovin (1995), “Sex and Race Homogeneity in Naturally Occuring Groups,” Social Forces, 74(1), 15-51.
Meyer, J. and B. Rowan, (1977), “Institutional Organizations: Formal Structure as Myth and Ceremony,” American Journal of Sociology, 83(2), 340-363.
Morgan, D.L., M.B. Neal, and P. Carder (1997), “The Stability of Core and Peripheral Networks over Time,” Social Networks, 19, 9-25.
Orléan, A. (1989), “Mimetic Contagion and Speculative Bubbles,” Theory and Decision, 27, 63-92.
Nowak, A., J. Szamrej, and B. Latané (1990), “From Private Attitude to Public Opinion: A Dynamic Theory of Social Impact,” Psychological Review, 97(3), 362-376.
Rice, R. and C. Aydin (1991), “Attitudes toward New Organizational Technology: Network Proximity as a Mechanism for Social Information Processing,” Administrative Science Quarterly, 2, 219-244.
Salancik, G. and J. Pfeffer (1978), “A Social Information Processing Approach to Job Attitudes and Task Design,” Administrative Science Quarterly, 23, 224-253.
Schelling, T.C. (1969), “Models of Segregation,” American Economic Review, 59(2), 483-493.
Scott, J. (1991), Social Network Analysis: A Handbook. Sage Publications, London.
Sherif, M. (1936), The Psychology of Social Norms. Harper, New York.
Shiller, R.J. (1995), “Conversation, Information, and Herd Behavior,” American Economic Review, 85(2), 181-185.
Strogatz, S.H. (1994), Nonlinear Dynamics and Chaos. Addison-Wesley, New York.
Suitor, J. and S. Keeton (1997), “Once a Friend, Always a Friend? Effects of Homophily on Women's Support Networks Across a Decade,” Social Networks, 19, 51-62.
Victor, J.S. (1993), Satanic Panic: The Creation of a Contemporary Legend. Open Court.
Victor, J.S. (1995), “The Dangers of Moral Panics,” Skeptic, 3(3), 44-51.
Wasserman, S. and K. Faust, (1994), Social Network Analysis: Methods and Applications. Cambridge University Press, Cambridge.
Wellman, B., R.Y. Wong, D. Tindal, and N. Nazer (1997) “A Decade of Network Change: Turnover, Persistence and Stability in Personal Communities,” Social Networks, 19, 27-50.
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Butts, C. A Bayesian Model of Panic in Belief. Computational & Mathematical Organization Theory 4, 373–404 (1998). https://doi.org/10.1023/A:1009638514137
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DOI: https://doi.org/10.1023/A:1009638514137