Dyadic Social Interactions

Kraemer and Jacklin (1979) proposed a method of analysis of univariate dyadic social interactions or relational data, and Mendoza and Graziano (1982) extended this method to multivariate relations. Their approach is based on an analysis-of- variance-type model that contains parameters characterizing the behavior of actors and partners and their interactions on each relation. The techniques presented in this article offer an alternative approach to the multivariate analysis of social interactions by realizing that many relations yield discrete-valued data and thus are better modeled by using methods designed for categorical data. This alternative approach is also more general because it allows more types of models to be fit. We illustrate, using the same data analyzed by the earlier methods.

[1]  D. A. Kenny,et al.  The Social Relations Model , 1984 .

[2]  John J. Kennedy,et al.  Analyzing qualitative data: Introductory log-linear analysis for behavioral research , 1983 .

[3]  L. Katz,et al.  A proposed index of the conformity of one sociometric measurement to another , 1953 .

[4]  S Wasserman,et al.  Statistical analysis of discrete relational data. , 1986, The British journal of mathematical and statistical psychology.

[5]  T. Newcomb The acquaintance process , 1961 .

[6]  Stephen D. Berkowitz,et al.  An Introduction to Structural Analysis: The Network Approach to Social Research , 1983 .

[7]  S. Fienberg,et al.  Categorical Data Analysis of Single Sociometric Relations , 1981 .

[8]  A. D. Gordon,et al.  Interpreting multivariate data , 1982 .

[9]  A. Agresti Analysis of Ordinal Categorical Data , 1985 .

[10]  L. F. Carter,et al.  Sociological Methodology 1980. , 1981 .

[11]  H. Kraemer,et al.  Statistical analysis of dyadic social behavior. , 1979 .

[12]  M. M. Meyer,et al.  Statistical Analysis of Multiple Sociometric Relations. , 1985 .

[13]  Stanley Wasserman,et al.  Statistical analysis of binary relational data: Parameter estimation , 1985 .

[14]  J. Gottlieb,et al.  Improving the social status of mainstreamed retarded children. , 1977, Journal of educational psychology.

[15]  Samuel Leinhardt,et al.  Social Networks: A Developing Paradigm , 1977 .

[16]  S. Wasserman Conformity of two sociometric relations , 1987 .

[17]  W. Graziano,et al.  The statistical analysis of dyadic social behavior: A multivariate approach. , 1982 .