Exploratory social network analysis of affiliation networks of Indian listed companies

Abstract Interlocking directorates play a crucial role in the corporate governance system. In this paper we analyse the structural characteristics of the network of the interlocking directorate of National Stock Exchange (NSE) listed Indian companies using the tools of social network analysis to examine the effects of the underlying network on the performance of companies and directors. A component analysis of the network shows that 78.5% of the companies fall under one giant component with the largest island containing 6 companies. The giant component was further analysed for clusters and centrality measures. The results show that the highly boarded directors who constitute just 2.25% of the director population are associated with 42% of the total listed companies which account for 65.5% of the total market capitalisation. The top central actors in both director as well as company networks have been identified. The calculated values of mean path length and global clustering coefficient provide evidence for the existence of small world structure in the Indian corporate field.

[1]  Johannes M. Pennings,et al.  Interlocking directorates : [origins and consequences of connections among organizations' Boards of Directors] , 1982 .

[2]  Downloaded from , 1997 .

[3]  Saumitra N. Bhaduri,et al.  A hallmark of India's new economic policy: deregulation and liberalization of the financial sector , 2000 .

[4]  M. Mizruchi What Do Interlocks Do? An Analysis, Critique, and Assessment of Research on Interlocking Directorates , 1996 .

[5]  Maytham Safar,et al.  Social Network Analysis of Kuwait Publicly-Held Corporations , 2012, ANT/MobiWIS.

[6]  Henrik Ernstson,et al.  Social Network Analysis (SNA) , 2012 .

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

[8]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[9]  Thomas H. Koenig,et al.  Interlocking Corporate Directorships as a Social Network , 1981 .

[10]  Michelangelo Vasta,et al.  The Structure of Italian Capitalism, 1952–1972: New Evidence Using the Interlocking Directorates Technique , 2005, Financial History Review.

[11]  Jeffrey Kentor,et al.  Yes, There Is a (Growing) Transnational Business Community , 2004 .

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

[13]  K. Gurney,et al.  Network ‘Small-World-Ness’: A Quantitative Method for Determining Canonical Network Equivalence , 2008, PloS one.

[14]  Garry Robins,et al.  Small Worlds Among Interlocking Directors: Network Structure and Distance in Bipartite Graphs , 2004, Comput. Math. Organ. Theory.

[15]  Ranjay Gulati,et al.  THE DARK SIDE OF EMBEDDEDNESS : AN EXAMINATION OF THE INFLUENCE OF DIRECT AND INDIRECT , 2000 .

[16]  Michael Ornstein,et al.  Interlocking Directorates in Canada: Intercorporate or Class Alliance? , 1984 .

[17]  Pamela R. Haunschild,et al.  When Do Interlocks Matter?: Alternate Sources of Information and Interlock Influence , 1998 .

[18]  Bruce W. Stening,et al.  Interlocking Directorates Among Australia's Largest 250 Corporations 1959-1979 , 1984 .

[19]  John Scott NETWORKS OF CORPORATE POWER: A Comparative Assessment , 1991 .

[20]  S. Wasserman,et al.  Models and methods in social network analysis , 2005 .

[21]  Joel A. C. Baum,et al.  Where Do Small Worlds Come From? , 2003 .

[22]  Michael Firth,et al.  Multiple Directorships and Corporate Interlocks in New Zealand Firms , 1987 .

[23]  Leonard M. Freeman,et al.  A set of measures of centrality based upon betweenness , 1977 .

[24]  Gavin J. Nicholson,et al.  Defining the Social Capital of the Board of Directors: An Exploratory Study , 2004, Journal of the Australian and New Zealand Academy of Management.

[25]  Arunima Haldar,et al.  CORPORATE GOVERNANCE IN INDIA , 2014 .

[26]  Jean-Loup Guillaume,et al.  Fast unfolding of communities in large networks , 2008, 0803.0476.

[27]  Mark E. J. Newman,et al.  The Structure and Function of Complex Networks , 2003, SIAM Rev..

[28]  Ranjay Gulati,et al.  WHAT IS THE OPTIMUM AMOUNT OF ORGANIZATIONAL SLACK? A STUDY OF THE RELATIONSHIP BETWEEN SLACK AND INNOVATION IN MULTINATIONAL FIRMS. , 1995 .

[29]  M. Newman,et al.  Random graphs with arbitrary degree distributions and their applications. , 2000, Physical review. E, Statistical, nonlinear, and soft matter physics.

[30]  Christian Roland,et al.  Banking Sector Liberalization in India , 2006 .

[31]  Alain Alcouffe,et al.  CEO Reciprocal Interlocks in French Corporations , 2003 .

[32]  William G. Roy,et al.  THE UNFOLDING OF THE INTERLOCKING DIRECTORATE STRUCTURE OF THE UNITED STATES , 1983 .

[33]  Ajit Singh,et al.  Liberalisation, the stock market and the market for corporate control: a bridge too far for the Indian economy? , 1998 .

[34]  Sharon L. Milgram,et al.  The Small World Problem , 1967 .

[35]  Wai Fong Chua,et al.  Mimicry, Director Interlocks, and the Interorganizational Diffusion of a Quality Strategy: A Note , 1999 .

[36]  James D. Westphal,et al.  Cooperative or Controlling? The Effects of CEO-Board Relations and the Content of Interlocks on the Formation of Joint Ventures , 1999 .

[37]  Carter T. Butts,et al.  Social Network Analysis with sna , 2008 .

[38]  R. Lambiotte,et al.  Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks , 2008, IEEE Transactions on Network Science and Engineering.

[39]  Afra Afsharipour,et al.  Corporate Governance Convergence: Lessons from the Indian Experience , 2009 .

[40]  Davita Silfen Glasberg,et al.  The Ties That Bind? , 1987 .

[41]  C. Wright Mills,et al.  The Power Elite , 1956 .

[42]  J. Pfeffer,et al.  Who gets power — and how they hold on to it: A strategic-contingency model of power , 1977 .

[43]  John A. Sonquist,et al.  Interlocking Directorates in the Top U.S. Corporations , 1975 .

[44]  Marc-David L. Seidel,et al.  Research Impact: How Seemingly Innocuous Social Cues in a CEO Survey Can Lead to Change in Board of Director Network Ties , 2004 .

[45]  Stanley Milgram,et al.  An Experimental Study of the Small World Problem , 1969 .

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

[47]  Jayanth R. Varma Indian Financial Sector Reforms: A Corporate Perspective , 1998 .

[48]  Ravi Singla,et al.  Cross-border Mergers and Acquisitions: A Performance Evaluation of Indian Acquiring Companies , 2012 .