Network Theory | Multidimensional Networks and the Dynamics of Sociomateriality: Bringing Technology Inside the Network

This article explores the theoretical implications of developing multidimensional social networks that include nonhuman technological elements. Using ideas from actor-network theory and sociomateriality, we develop a typology for multidimensional networks that includes multiple kinds of nodes and multiple kinds of relations. This typology includes traditional types of nodes, like people, and traditional types of relations, like “shares information with,” along with types of nodes that are technological artifacts, like databases, and types of nonhuman relations, like embodiment. In this way, technology is moved inside the social network and becomes an inherent part of it. An illustrative case shows how the inclusion of nonhuman artifacts and relations in the networks of an automobile design firm significantly changes our understanding of the emergent dynamics in this sociomaterial network. These results are extended by an exploration of how to develop multidimensional, multitheoretical, and multilevel models that include technological artifacts and relations.

[1]  John Skvoretz,et al.  8. Comparing Networks across Space and Time, Size and Species , 2002 .

[2]  Paul M. Leonardi,et al.  Activating the Informational Capabilities of Information Technology for Organizational Change , 2007, Organ. Sci..

[3]  W. Stevenson,et al.  Social Capital and Social Influence on the Board of Directors , 2009 .

[4]  Martina Morris,et al.  ergm: A Package to Fit, Simulate and Diagnose Exponential-Family Models for Networks. , 2008, Journal of statistical software.

[5]  Peter R. Monge,et al.  The Coevolution of Multiplex Communication Networks in Organizational Communities , 2011 .

[6]  Christos Faloutsos,et al.  Graph evolution: Densification and shrinking diameters , 2006, TKDD.

[7]  M. Duijn,et al.  Software for social network analysis , 2005 .

[8]  Steven M. Goodreau,et al.  Advances in exponential random graph (p*) models applied to a large social network , 2007, Soc. Networks.

[9]  D. Wegner A Computer Network Model of Human Transactive Memory , 1995 .

[10]  Paul M. Leonardi,et al.  Materiality and Change: Challenges to Building Better Theory about Technology and Organizing , 2008, Inf. Organ..

[11]  W. Powell,et al.  Network Dynamics and Field Evolution: The Growth of Interorganizational Collaboration in the Life Sciences1 , 2005, American Journal of Sociology.

[12]  Ronald E. Rice,et al.  Individual and structural influences on information technology helping relationships , 1999 .

[13]  S. Livingstone,et al.  Handbook of new media : social shaping and consequences of ICTs , 2002 .

[14]  Peter R. Monge,et al.  FOSTERING INTRANET KNOWLEDGE- SHARING: AN INTEGRATION OF TRANSACTIVE MEMORY AND PUBLIC GOODS APPROACHES , 2001 .

[15]  Ronald S. Burt,et al.  Bridge decay , 2002, Soc. Networks.

[16]  James A. Hendler,et al.  A Framework for Web Science (Foundations and Trends(R) in Web Science) , 2006 .

[17]  Roger V. Gould The Origins of Status Hierarchies: A Formal Theory and Empirical Test1 , 2002, American Journal of Sociology.

[18]  Peter R. Monge,et al.  Communicating and organizing , 1976 .

[19]  S. Barley The alignment of technology and structure through roles and networks. , 1990, Administrative science quarterly.

[20]  John Kelly Parsing the Online Ecosystem: Journalism, Media, and the Blogosphere , 2010 .

[21]  Martha S. Feldman,et al.  Designing routines: On the folly of designing artifacts, while hoping for patterns of action , 2008, Inf. Organ..

[22]  Noshir Contractor,et al.  Theoretical frameworks for the study of structuring processes in group decision support systems: adaptive structuration theory and self-organizing systems theory , 1993 .

[23]  B. Latour,et al.  Power, Action and Belief. A New Sociology of Knowledge? , 1986 .

[24]  Organizations , 1992, Restoration & Management Notes.

[25]  Peng Wang,et al.  Recent developments in exponential random graph (p*) models for social networks , 2007, Soc. Networks.

[26]  Wanda J. Orlikowski,et al.  Using Technology and Constituting Structures: A Practice Lens for Studying Technology in Organizations , 2000, Theory in CSCW.

[27]  G. Pisano,et al.  Disrupted Routines: Team Learning and New Technology Implementation in Hospitals , 2001 .

[28]  Paul M. Leonardi,et al.  Crossing the Implementation Line: The Mutual Constitution of Technology and Organizing Across Development and Use Activities , 2009 .

[29]  Gerardine DeSanctis,et al.  Capturing the Complexity in Advanced Technology Use: Adaptive Structuration Theory , 1994 .

[30]  Daniel J. Brass,et al.  Changing patterns or patterns of change: the effects of a change in technology on social network str , 1990 .

[31]  R. Kraut,et al.  Varieties of Social Influence: the Role of Utility and Norms in the Success of a New Communication Medium , 1998 .

[32]  Kathleen M. Carley,et al.  Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers , 2004 .

[33]  Noshir S. Contractor,et al.  A multidimensional network approach to studying team members' information seeking from human and digital knowledge sources in consulting firms , 2011, J. Assoc. Inf. Sci. Technol..

[34]  R. Moreland Transactive memory: Learning who knows what in work groups and organizations. , 1999 .

[35]  Janet Fulk Social construction of communication technology , 1993 .

[36]  W. Orlikowski Sociomaterial Practices: Exploring Technology at Work , 2007 .

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

[38]  Wendy Hall,et al.  The Semantic Web Revisited , 2006, IEEE Intelligent Systems.

[39]  Peter R. Monge,et al.  Theories of Communication Networks , 2003 .

[40]  A. Stinchcombe Information and Organizations , 2019 .

[41]  Noshir Contractor,et al.  New media and organizing at the group level , 2002 .

[42]  Susan V. Scott,et al.  10 Sociomateriality: Challenging the Separation of Technology, Work and Organization , 2008 .

[43]  Mor Naaman,et al.  The impact of network structure on breaking ties in online social networks: unfollowing on twitter , 2011, CHI.

[44]  Paul M. Leonardi,et al.  Minding the Gaps: Understanding Technology Interdependence and Coordination in Knowledge Work , 2010, Organ. Sci..

[45]  Ghislaine M. Lawrence The social construction of technological systems: new directions in the sociology and history of technology , 1989, Medical History.

[46]  E. David,et al.  Networks, Crowds, and Markets: Reasoning about a Highly Connected World , 2010 .

[47]  Burleigh B. Gardner,et al.  Deep South: A Social Anthropological Study of Caste and Class , 1942 .

[48]  Noshir Contractor,et al.  Understanding the structures, antecedents and outcomes of organisational learning and knowledge transfer: a multi-theoretical and multilevel network analysis , 2010 .

[49]  W. F. Christopher,et al.  Management for the 1980s , 1980 .

[50]  Mark Newman,et al.  Networks: An Introduction , 2010 .

[51]  M. Callon Some Elements of a Sociology of Translation: Domestication of the Scallops and the Fishermen of St Brieuc Bay , 1984 .

[52]  Paul M. Leonardi,et al.  Innovation Blindness: Culture, Frames and Cross-Boundary Problem Construction in the Development of New Technology Concepts , 2011, Organ. Sci..

[53]  J. Law TECHNOLOGY AND HETEROGENEOUS ENGINEERING: THE CASE OF PORTUGUESE EXPANSION , 2018, SCIENCE & TECHNOLOGY STUDIES.

[54]  S. Kiesler,et al.  The kindness of strangers: on the usefulness of electronic weak ties for technical advice , 1996 .

[55]  Stanley Wasserman,et al.  Testing Multitheoretical, Multilevel Hypotheses About Organizational Networks: An Analytic Framework and Empirical Example , 2006 .

[56]  Wiebe E. Bijker,et al.  Science in action : how to follow scientists and engineers through society , 1989 .

[57]  Pauline V. Smith,et al.  Management and Technology , 2008 .

[58]  Paul M. Leonardi,et al.  When Flexible Routines Meet Flexible Technologies: Affordance, Constraint, and the Imbrication of Human and Material Agencies , 2011, MIS Q..

[59]  John P. Robinson,et al.  Social Implications of the Internet , 2001 .

[60]  James D. Thompson,et al.  Technology, Organization, and Administration , 1957 .

[61]  Y. Connie Yuan,et al.  Expertise Directory Development, Shared Task Interdependence, and Strength of Communication Network Ties as Multilevel Predictors of Expertise Exchange in Transactive Memory Work Groups , 2010, Commun. Res..

[62]  P. Leonardi,et al.  What’s Under Construction Here? Social Action, Materiality, and Power in Constructivist Studies of Technology and Organizing , 2010 .

[63]  Paul M. Leonardi,et al.  Digital materiality? How artifacts without matter, matter , 2010, First Monday.

[64]  J. Z. Zhu,et al.  The finite element method , 1977 .

[65]  Paul M. Leonardi,et al.  Why Do People Reject New Technologies and Stymie Organizational Changes of which They Are in Favor? Exploring Misalignments between Social Interactions and Materiality , 2009 .

[66]  Gabrielle Durepos Reassembling the Social: An Introduction to Actor‐Network‐Theory , 2008 .

[67]  Detmar W. Straub,et al.  Information Technology Adoption Across Time: A Cross-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs , 1999, MIS Q..

[68]  Martha S. Feldman,et al.  Narrative Networks: Patterns of Technology and Organization , 2007, Organ. Sci..

[69]  James A. Hendler,et al.  A Framework for Web Science , 2006, Found. Trends Web Sci..

[70]  Lada A. Adamic,et al.  The political blogosphere and the 2004 U.S. election: divided they blog , 2005, LinkKDD '05.

[71]  W. Richard Scott,et al.  Reflections on a Half-Century of Organizational Sociology , 2004 .

[72]  João Baptista,et al.  Institutionalisation as a process of interplay between technology and its organisational context of use , 2009, J. Inf. Technol..

[73]  Long Chen FINITE ELEMENT METHOD , 2013 .

[74]  P. Blau The Dynamics Of Bureaucracy , 1955 .

[75]  Chris Arney,et al.  Networks, Crowds, and Markets: Reasoning about a Highly Connected World (Easley, D. and Kleinberg, J.; 2010) [Book Review] , 2013, IEEE Technology and Society Magazine.

[76]  Seungyoon Lee,et al.  Multiplex Networks 1 Running Head: MULTIPLEX NETWORKS The Coevolution of Multiplex Networks in Organizational Communities , 2008 .