An Actor-Oriented Dynamic Network Approach

There is a growing interest in intra- and interorganizational network dynamics. The central question in the latter domain is, ``How do firms choose collaborative partners given their present network configuration, their goals, and characteristics to get a strategic network position?'' We introduce actor-oriented network models as a method to describe and explain the development of interorganizational collaboration networks. The models are applied to longitudinal data about collaborative agreements within the genomics industry.

[1]  J. Hagedoorn Understanding the cross-level embeddedness of inter-firm partnership formation. , 2006 .

[2]  Tom A. B. Snijders,et al.  INFLUENCES ON AND FROM THE SEGMENTATION OF NETWORKS - HYPOTHESES AND TESTS , 1994 .

[3]  T. Snijders The statistical evaluation of social network dynamics , 2001 .

[4]  Steven B. Andrews,et al.  Network Position and Firm Performance: Organizational Returns to Collaboration in the Biotechnology Industry , 1999 .

[5]  T. Snijders,et al.  Modeling the Coevolution of Networks and Behavior , 2007 .

[6]  Kees van Montfort,et al.  Longitudinal models in the behavioral and related sciences , 2007 .

[7]  Harbir Singh,et al.  Complementarity, status similarity and social capital as drivers of alliance formation , 2000 .

[8]  Roger Th. A. J. Leenders,et al.  MODELS FOR NETWORK DYNAMICS - A MARKOVIAN FRAMEWORK , 1995 .

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

[10]  Alan Agresti,et al.  Categorical Data Analysis , 1991, International Encyclopedia of Statistical Science.

[11]  Tom A. B. Snijders,et al.  Manual for SIENA version 2.1 , 2005 .

[12]  F. Stokman,et al.  Evolution of sociology freshmen into a friendship network , 2003 .

[13]  Carolyn J. Anderson,et al.  A p* primer: logit models for social networks , 1999, Soc. Networks.

[14]  S. Wasserman Analyzing Social Networks as Stochastic Processes , 1980 .

[15]  P. Zarembka Frontiers in econometrics , 1973 .

[16]  Gerhard G. van de Bunt,et al.  The Evolution of Intra-Organizational Trust Networks , 2005 .

[17]  G. Ahuja The duality of collaboration : Inducements and opportunities in the formation of interfirm linkages , 2000 .

[18]  R. Gulati Network location and learning: the influence of network resources and firm capabilities on alliance formation , 1999 .

[19]  Alain Degenne,et al.  Introducing Social Networks , 1999 .

[20]  Marijtje A. J. van Duijn,et al.  A Random Effects Model for the Analysis of Multiple Social Networks , 2006 .

[21]  Gerrit G. van de Bunt,et al.  Friends by choice. An actor-oriented statistical network model for friendship networks through time , 1999 .

[22]  Tom A. B. Snijders,et al.  Methods for longitudinal social network data: Review and Markov process models , 1995 .

[23]  Marijtje A. J. van Duijn,et al.  The Multilevel p2 Model , 2006 .

[24]  Patrick Doreian,et al.  Evolution Of Social Networks. Part II. Special Issue Of Journal Of Mathematical Sociology, 25 , 2001 .

[25]  R. Leenders,et al.  Structure and influence : statistical models for the dynamics of actor attributes, network structure, and their interdependence , 1995 .

[26]  R. Gulati Social Structure and Alliance Formation Patterns: A Longitudinal Analysis , 1995 .

[27]  Marijtje A. J. van Duijn,et al.  Simulation for Statistical Inference in Dynamic Network Models , 1997 .

[28]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[29]  Phillip B.C. Jones,et al.  The commercialization of bioinformatics , 2000 .

[30]  G. Maddala Limited-dependent and qualitative variables in econometrics: Introduction , 1983 .

[31]  W. Powell Learning from Collaboration: Knowledge and Networks in the Biotechnology and Pharmaceutical Industries , 1998 .

[32]  Tom A. B. Snijders,et al.  Friendship Networks Through Time: An Actor-Oriented Dynamic Statistical Network Model , 1999, Comput. Math. Organ. Theory.

[33]  T. Snijders Models for longitudinal network datain , 2005 .

[34]  T. Snijders,et al.  p2: a random effects model with covariates for directed graphs , 2004 .

[35]  I. Wickelgren,et al.  Mining the Genome for Drugs , 1999, Science.

[36]  D. McFadden Conditional logit analysis of qualitative choice behavior , 1972 .

[37]  Tom A. B. Snijders,et al.  Explained variation in dynamic network models , 2004 .

[38]  R. Gulati,et al.  Where Do Interorganizational Networks Come From?1 , 1999, American Journal of Sociology.

[39]  Dawn Iacobucci,et al.  Sequential social network data , 1988 .

[40]  Han-Fu Chen Stochastic approximation and its applications , 2002 .

[41]  P. Holland,et al.  An Exponential Family of Probability Distributions for Directed Graphs , 1981 .

[42]  B. Kogut The network as knowledge : Generative rules and the emergence of structure , 2000 .

[43]  Samuel Leinhardt,et al.  A dynamic model for social networks , 1977 .

[44]  T. Snijders Stochastic actor-oriented models for network change , 1996 .

[45]  T. Snijders,et al.  Conditional maximum likelihood estimation under various specifications of exponential random graph models , 2002 .

[46]  F. Stokman Evolution of social networks , 1997 .

[47]  S. Borgatti,et al.  The Network Paradigm in Organizational Research: A Review and Typology , 2003 .

[48]  M. Macy,et al.  FROM FACTORS TO ACTORS: Computational Sociology and Agent-Based Modeling , 2002 .

[49]  M. Sobel,et al.  Sociological Methodology - 2001 , 2001 .

[50]  Patrick Doreian,et al.  Evolution of social networks. Part II. , 2001 .

[51]  Daniel J. Brass,et al.  Taking Stock of Networks and Organizations: A Multilevel Perspective , 2004 .

[52]  P. Schmidt,et al.  Limited-Dependent and Qualitative Variables in Econometrics. , 1984 .

[53]  Evelien P. H. Zeggelink,et al.  Strangers into friends : the evolution of friendship networks using an individual oriented modeling approach , 1993 .

[54]  John Scott Social Network Analysis , 1988 .