Network models for social influence processes

Psychometrika

Volumn 66, Issue 2, 2001, Pages 161-189

  Robins, Garry ^b   Pattison, Philippa ^b   Elliott, Peter ^a  

^a SWINBURNE UNIVERSITY OF TECHNOLOGY   (Australia)

^b UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Attitudes; Graphical models; Network effects models; p* models; Social influence; Social networks

Indexed keywords

EID: 0035379539     PISSN: 00333123     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02294834     Document Type: Article

References (53)

1. Arrow, H., & McGrath, J.E. (1995). Membership dynamics in groups at work: A theoretical framework. In L.L.Cummings & B.M.Staw (Eds.), Research in organizational behavior, Vol. 17 (pp. 373-411). Greenwich, CT: JAI Press.
2. Besag, J.E. (1974). Spatial interaction and the statistical analysis of lattice systems. Journal of the Royal Statistical Society, Series B, 36, 96-127.
3. Besag, J.E., & Clifford, P. (1989). Generalized Monte Carlo significance tests. Biometrika, 76, 633-642.
4. Burt, R.S. (1987). Social contagion and innovation: Cohesion versus structural equivalence. American Journal of Sociology, 92, 205-211.
5. Burt, R.S. (1992). Structural holes: The social structure of competition. Cambridge, MA: Harvard University Press.
6. Carley, K. (1986). An approach for relating social structure to cognitive structure. Journal of Mathematical Sociology, 12, 137-189.
7. Carley, K. (1989). The value of cognitive foundations for dynamic social theory. Journal of Mathematical Sociology, 14, 171-208.
8. Cox, D.R., & Wermuth, N. (1996). Multivariate dependencies - Models, analysis and interpretation. London: Chapman & Hall.
9. Crouch, B., & Wasserman, S. (1988, May). Fitting p*: Monte Carlo maximum likelihood estimation. Paper presented at International Conference on Social Networks, Barcelona, Spain.
10. Doreian, P. (1982). Maximum likelihood methods for linear models. Sociological Methods & Research, 10, 243-269.
11. Dunn, W.N., & Ginsberg, A. (1986). A sociocognitive network approach to organizational analysis. Human Relations, 40, 955-976.
12. Edwards, D. (1995). Introduction to graphical modelling. New York, NY: Springer-Verlag.
13. Elliott, P. (2000). Statistical models for the relationship between personal attributes and social ties: Applications to adolescent female peer groups. Unpublished doctoral dissertation, University of Melbourne, Department of Psychology.
14. Erbring, L., & Young, A.A. (1979). Individuals and social structure: Contextual effects as endogenous feedback. Sociological Methods & Research, 7, 396-430.
15. Erickson, B.H. (1988). The relational basis of attitudes. In B. Wellman & S.D. Berkowitz (Eds.), Social structures: A network approach (pp. 99-121). Cambridge, UK: Cambridge University Press.
16. Frank, O., & Strauss, D. (1986). Markov graphs. Journal of the American Statistical Association, 81, 832-842.
17. Friedkin, N.E. (1993). Structural bases of interpersonal influence in groups: A longitudinal case study. American Sociological Review, 58, 861-872.
18. Friedkin, N.E. (1998). A structural theory of social influence. New York, NY: Cambridge University Press.
19. Friedkin, N.E., & Johnsen, E.C. (1990). Social influence and opinions. Journal of Mathematical Sociology, 15, 193-205.
20. Friedkin, N.E., & Johnsen, E.C. (1997). Social positions in influence networks. Social Networks, 19, 210-222.
21. Geyer, C.J., & Thompson, E.A. (1992). Constrained Monte Carlo maximum likelihood for dependent data. Journal of the Royal Statistical Society, Series B, 54, 657-699.
22. Holland, P.W., & Leinhardt, S. (1981). An exponential family of probability distributions for directed graphs (with discussion). Journal of the American Statistical Association, 76, 33-65.
23. Krackhardt, D. (1997, February). Identity, control and Simmelian ties. Paper presented at The White Tie Event in honour of Harrison White, San Diego, CA.
24. Klimoski, R., & Mohammed, S. (1994).Team mental model: Construct or metaphor? Journal of Management, 20, 403-437.
25. Latane, B., & L'Herrou, T. (1996). Spatial clustering in the conformity game: Dynamic social impact in electronic groups. Journal of Personality and Social Psychology, 70, 1218-1230.
26. Lauritzen, S.L. (1996). Graphical models. Oxford, UK: Oxford University Press.
27. Lauritzen, S.L., & Spiegelhalter, D.J. (1988). Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistical Society, Series B, 50, 157-224.
28. Leenders, R.Th.A.J. (1997). Longitudinal behavior of network structure and actor attributes: Modeling interdependence of contagion and selection. In P. Doreian & F.N. Stokman (Eds.), Evolution of social networks (pp. 165-184). Amsterdam: Gordon & Breach.
29. Leifer, E. (1988). Interaction preludes to role-setting: Exploratory local action. American Sociological Review, 53, 865-878.
30. Markovsky, B., & Chaffee, M. (1995). Social identity and solidarity. In B. Markovsky, K. Heimer, & J. O'Brien (Eds.), Advance in group processes, Vol. 12 (pp. 249-270). Greenwich, CT: JAI Press.
31. Markovsky, B., & Lawler, E.J. (1994). A new theory of group solidarity. In B.Markovsky, K.Heimer, & J. O'Brien (Eds.), Advance in group processes, Vol. 11 (pp. 113-137). Greenwich, CT: JAI Press.
32. Marsden, P.V., & Friedkin, N.E. (1994). Network studies of social influence. In S. Wasserman &J. Galaskiewicz (Eds.), Advances in social network analysis (pp. 3-25). Thousand Oaks, CA: Sage.
33. Moscovici, S. (1985). Social influence and conformity. In G. Lindzey & E. Aronson (Eds.), Handbook of social psychology: Volume II Special fields and applications, (pp. 347-412). New York, NY: Random House.
34. Moscovici, S. & Doise, W. (1994). Conflict and consensus: A general theory of collective decisions (W.D. Halls, Trans.). London: Sage.
35. Pattison, P. (1994). Social cognition in context. In S. Wasserman & J. Galaskiewicz (Eds.), Advances in social network analysis (pp. 79-109). Thousand Oaks, CA: Sage.
36. Pattison, P., & Robins, G.L. (2000, April). Neighbourhood-based models for social networks: Beyond Markovian neighbourhoods. Paper presented at International Sunbelt Social Network Conference.
37. Pattison, P. & Wasserman, S. (1999). Logit models and logistic regressions for social networks: II. Multivariate relations. British Journal of Mathematical and Statistical Psychology, 52, 169-193.
38. Prendergast, J.F., Gange, S.J., Newton, M.A., Lindstrom, M.J., Palta, M., & Fisher, M.R. (1996). A survey of methods for analyzing clustered binary response data. International Statistical Review, 64, 89-118.
39. Robins, G.L. (1998). Personal attributes in interpersonal contexts. Statistical models for individual characteristics and social relationships. Unpublished doctoral dissertation, University of Melbourne, Department of Psychology.
40. Robins, G.L., Elliott, P., & Pattison, P. (2001). Network models for social selection processes. Social Networks, 23, 1-30.
41. Robins, G.L., Pattison, P., & Wasserman, S. (1999). Logit models and logistic regressions for social networks: III. Valued relations. Psychometrika, 64, 371-394.
42. Schein, E.H. (1985). Organizational culture and leadership. San Francisco, CA: Jossey-Bass.
43. Sherif, M. (1964). The psychology of group norms. New York, NY: Harper & Row. (Original work published 1936)
44. Sherif, M., Harvey, O.J., White, B.J., Hood, W.R., & Sherif, C.W. (1988). Intergroup conflict and cooperation: The robber's cave experiment. Norman, OK: University of Oklahoma. (Original work published 1961)
45. Stokman, F.N., & Zeggelink, E.P.H. (1996). Self organizing friendship networks. In W.B.G. Liebrand & D.M. Messick (Eds.), Frontiers in social dilemmas research (pp. 385-418). Berlin, Heidelberg: Springer-Verlag.
46. Strauss, D., & Ikeda, M. (1990). Pseudolikelihood estimation for social networks. Journal of the American Statistical Association, 85, 204-212.
47. Van de Bunt, G.G., Van Duijn, M.A.J., & Snijders, T.A.B. (1999). Friendship networks through time: An actor-oriented dynamic statistical network model. Computational & Mathematical Organization Theory, 5, 167-192.
48. Wasserman, S., & Faust, K. (1994). Social network analysis: Methods and applications. Cambridge, UK: Cambridge University Press.
49. *. Psychometrika, 61, 401-425.
50. Weick, K.E., & Roberts, K.H. (1993). Collective mind in organizations: Heedful interrelating on flight decks. Administrative Science Quarterly, 38, 357-381.
51. Wermuth, N., & Lauritzen, S.L. (1990). On substantive research hypotheses, conditional independence graphs and graphical chain models. Journal of the Royal Statistical Society, Series B, 52, 21-50.
52. Whittaker, J. (1990). Graphical models in applied multivariate statistics. Chichester, UK: John Wiley & Sons.
53. Winsborough, H.H., Quarantelli, E.L., & Yutzky, D. (1963). The similarity of connected observations. American Sociological Review, 28, 977-983.