Communications network centrality correlates to organisational coordination

Abstract We explore the correlation between actor centrality and project-based coordination. By drawing from established coordination and organisational process theory, a text-mining tool is designed and implemented to measure coordination from a large dataset on organisational communications. Here, we provide effective mechanisms for: (i) cataloguing coordination key phrases from electronic communications; (ii) calculation of coordination score based on project scope; (iii) construction of social network matrices using centrality measures; and (iv) approaches for exploring the association between communications network centrality and coordination score. We argue that actor centrality affects the ability of an individual to coordinate the actions of others. The following questions guide this study–What is the effect of communications network centrality on organisational coordination? How is the actor’s ability to coordinate projects related to their structural position in the communications network? We developed multi-layered test designs to explore this relationship in a project-based (macro) and cross-project (micro) level.

[1]  Lada A. Adamic,et al.  How to search a social network , 2005, Soc. Networks.

[2]  Bethany McLean,et al.  The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron , 2003 .

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

[4]  Peter R. Monge,et al.  Emergent communication networks. , 1987 .

[5]  Alex Bavelas,et al.  Communication Patterns in Task‐Oriented Groups , 1950 .

[6]  A. Giddens The Constitution of Society , 1985 .

[7]  Kevin Crowston,et al.  The interdisciplinary study of coordination , 1994, CSUR.

[8]  B Japsen,et al.  Rise and fall , 2021, Like Fire.

[9]  Brian T. Pentland,et al.  Grammatical Models of Organizational Processes , 1995 .

[10]  M. Chwe Communication and Coordination in Social Networks , 2000 .

[11]  Valentina Hlebec,et al.  Reliability of measures of centrality and prominence , 2005, Soc. Networks.

[12]  L. Freeman,et al.  Centrality in social networks: ii. experimental results☆ , 1979 .

[13]  Katherine Faust Centrality in affiliation networks , 1997 .

[14]  Karl E. Weick,et al.  Managing the unexpected: Assuring high performance in an age of complexity. , 2001 .

[15]  H. Ibarra NETWORK CENTRALITY, POWER, AND INNOVATION INVOLVEMENT: DETERMINANTS OF TECHNICAL AND ADMINISTRATIVE ROLES , 1993 .

[16]  Jafar Adibi,et al.  The Enron Email Dataset Database Schema and Brief Statistical Report , 2004 .

[17]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994 .

[18]  L. Minear The Humanitarian Enterprise: Dilemmas and Discoveries , 2002 .

[19]  Dino Pedreschi,et al.  Machine Learning: ECML 2004 , 2004, Lecture Notes in Computer Science.

[20]  Jochen Dörre,et al.  Text mining: finding nuggets in mountains of textual data , 1999, KDD '99.

[21]  Ray Bert Book Review: \IMovable Bridge Engineering\N by Terry L. Koglin. Hoboken, New Jersey: John Wiley & Sons, Inc. 2003 , 2003 .

[22]  Yiming Yang,et al.  The Enron Corpus: A New Dataset for Email Classi(cid:12)cation Research , 2004 .

[23]  Stewart L. Tubbs,et al.  Handbook of Organizational Communication. , 1988 .

[24]  Jiawei Han,et al.  Data Mining: Concepts and Techniques , 2000 .

[25]  E. Salas,et al.  Effects of communication network structure: Components of positional centrality , 1991 .

[26]  R. Burt,et al.  Applied Network Analysis: A Methodological Introduction , 1983 .

[27]  Shigeaki Sakurai,et al.  Rule discovery from textual data based on key phrase patterns , 2004, SAC '04.

[28]  H. Leavitt Some effects of certain communication patterns on group performance. , 1951, Journal of abnormal psychology.

[29]  R. Burt Toward a structural theory of action , 1982 .

[30]  Ove Frank Using centrality modeling in network surveys , 2002, Soc. Networks.

[31]  Dennis F. Galletta,et al.  Individual Centrality and Performance in Virtual R&D Groups: An Empirical Study , 2003, Manag. Sci..

[32]  Kevin Crowston,et al.  Electronic Communication and New Organizational Forms: A Coordination Theory Approach , 2011 .

[33]  Panayiotis Zaphiris,et al.  Introduction to Social Network Analysis , 2009, INTERACT.

[34]  S. Moore,et al.  International NGOs and the role of network centrality in humanitarian aid operations: a case study of coordination during the 2000 Mozambique floods. , 2003, Disasters.