Using Social Network Analysis to Examine the Time of Adoption of Computer-Related Services among University Faculty

Abstract Research relating to the diffusion of innovations in education has been based primarily on looking at individual characteristics as predictors of use. This study proposes to use social network analysis and diffusion research to study the diffusion of two computer-based administrative services within a university faculty network. The relationship of time of adoption and the number of network nominations received, centrality closeness, spatial proximity, and organizational unit proximity were examined. Participants were 66 faculty members in a college of education at a southern university. They were introduced to the services and asked to provide demographic information and to identify communication partners for advice, friendship, and discussion. Results indicated that the number of friendship network nominations received was negatively correlated with the time of adoption. No correlation was found between time of adoption and spatial and organizational unit proximity.

[1]  Alberto Leon-Garcia,et al.  Communication Networks , 2000 .

[2]  T. Valente,et al.  Accelerating the Diffusion of Innovations Using Opinion Leaders , 1999 .

[3]  Anandra Mitra,et al.  Categories of Computer Use and Their Relationships with Attitudes Toward Computers , 1998 .

[4]  T. Levine,et al.  Computer use, confidence, attitudes, and knowledge : A causal analysis , 1998 .

[5]  G. Bradley,et al.  Computer Experience, School Support, and Computer Anxiety , 1997 .

[6]  Rena B. Lewis Changes in Technology Use in California's Special Education Programs , 1997 .

[7]  B. Hoffman anaging the Information evolution: Planning the Integration f School Technology , 1996 .

[8]  Michael W. Gos Computer Anxiety and Computer Experience: A New Look at an Old Relationship. , 1996 .

[9]  T. Valente,et al.  Network models of the diffusion of innovations , 1995, Comput. Math. Organ. Theory.

[10]  Caroline Haythornthwaite,et al.  Work relationships and media use: A social network analysis , 1995 .

[11]  S. Gilbert,et al.  Great Expectations: Content, Communications, Productivity, and the Role of Information Technology in Higher Education , 1995 .

[12]  Á. M. Hernáez Borgatti, Stephen; Martin Everett i Lin Freeman. UCINET IV. Network Analysis Software. Version 1.0. Columbia: Analytic Technologies, 1992 , 1995 .

[13]  J. D. Eveland,et al.  The role of “help networks” in facilitating use of CSCW tools , 1994, CSCW '94.

[14]  Neal Grandgenett,et al.  Factors associated with intensive telecomputing use among teachers , 1994 .

[15]  R. Kay An exploration of theoretical and practical foundations for assessing attitudes toward computers: The Computer Attitude Measure (CAM) , 1993 .

[16]  M. Honey,et al.  Telecommunications and K-12 Educators: Findings from a National Survey. , 1993 .

[17]  Jr. Benjamin B. Greene A survey of computer integration into college courses , 1991 .

[18]  R. Rice,et al.  Attitudes toward New Organizational Technology: Network Proximity as a Mechanism for Social Information Processing. , 1991 .

[19]  Ronald E. Rice,et al.  Computer-Mediated Communication System Network Data: Theoretical Concerns and Empirical Examples , 1990, Int. J. Man Mach. Stud..

[20]  A. McKay Computer Literacy: A Strategy for Change. , 1988 .

[21]  Philip A. Griswold Some Determinants of Computer Awareness Among Education Majors. , 1983 .

[22]  E. Rogers,et al.  Interpersonal relations in diffusion of an innovation in two Indian Villages , 1980 .

[23]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[24]  John P. Robinson Interpersonal Influence in Election Campaigns Two Step-flow Hypotheses , 1976 .

[25]  D. Monsees,et al.  Opinion leadership in family planning. , 1974, Journal of health and social behavior.

[26]  Iliya F. Harik Opinion Leaders and the Mass Media in Rural Egypt: A Reconsideration of the Two-Step Flow of Communications Hypothesis , 1971, American Political Science Review.

[27]  Florangel Z. Rosario The Leader in Family Planning and the Two-Step Flow Model , 1971 .

[28]  J. Coleman,et al.  Medical Innovation: A Diffusion Study. , 1967 .

[29]  E. Katz The Two-Step Flow of Communication: An Up-To-Date Report on an Hypothesis , 1957 .

[30]  B. Ryan The diffusion of hybrid seed corn in two Iowa communities , 1943 .