Dynamic Evolution of Airline Industry – A Social Network Analysis of Airline Entry into Multipartner Alliances (MPA), Evolution of MPA and Airline Industry Network Structure

Alliances in the airline industry have existed a long time, but it is only in the 1990s that airlines have entered into partnerships that are broader in scope in the sense that they involve more than two member airlines. These so-called “Multipartner Alliances (MPA)” are the topic of inquiry in this thesis, which aims to better understand the process of airline entry into MPAs, the development of MPA alliance network structure, and the evolution of the entire airline industry network from 1994 to 2007. Accordingly, the thesis undertakes analysis at three levels. At the firm level, I test how involvement in the industry alliance network structure predicts an airline’s entry as a formal member in an MPA. The results indicate that prior direct, indirect ties and position of non-member airline play a crucial role in their MPA entry in the subsequent year. The findings also suggest that beyond exerting individual effects, the independent variables interact and exert a combined effect on the non-member airline MPA entry. At the MPA level of analysis, I explore changes in the structure of alliances that link the members of a given MPA. The results show that over time, on average, MPAs have become substantially larger in size, and their network structures have become less dense and more centralized. Finally, I explore the evolution of small world characteristics in the alliance network structure of the airline industry as a whole. The results of this macro-level analysis suggest that as MPAs have grown in size and changed their internal structural characteristics over time, the small worldliness of the industry network has declined. Finally, the thesis discusses the implications of entry and exit of airlines in MPA on the MPA and airline network structure and vice versa. The exploratory inter-level network analysis suggests that as airlines enter and exit the MPAs, they seem to modify the structural dimensions of MPA and airline network structure, which in turn, might impact the tie formation process among member and non-member airlines. Together, three levels of analysis, provide a holistic picture of the evolution of network structure of airline industry.

[1]  Y-K Tu,et al.  Problems of correlations between explanatory variables in multiple regression analyses in the dental literature , 2005, British Dental Journal.

[2]  Jeffrey H. Dyer,et al.  The Relational View: Cooperative Strategy and Sources of Interorganizational Competitive Advantage , 1998 .

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

[4]  Peter Nijkamp,et al.  Connectivity and concentration in airline networks: a complexity analysis of Lufthansa's network , 2010 .

[5]  K. Provan,et al.  Interorganizational Networks at the Network Level: A Review of the Empirical Literature on Whole Networks , 2007 .

[6]  R. Gulati Alliances and networks , 1998 .

[7]  Alfred DeMaris,et al.  Regression With Social Data: Modeling Continuous and Limited Response Variables , 2004 .

[8]  B. Agusdinata,et al.  The dynamics of airline alliances , 2002 .

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

[10]  Jan K. Brueckner,et al.  Network Structure and Airline Scheduling , 2004 .

[11]  Toby E. Stuart Network Positions and Propensities to Collaborate: An Investigation of Strategic Alliance Formation in a High-Technology Industry , 1998 .

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

[13]  B. Kogut,et al.  Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology , 1992 .

[14]  Robert R. Faulkner,et al.  Role as Resource in the Hollywood Film Industry , 1991, American Journal of Sociology.

[15]  W. Powell,et al.  Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology. , 1996 .

[16]  Dean M. Behrens,et al.  Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries , 2000 .

[17]  Karen Page,et al.  Network Forms of Organization , 1998 .

[18]  César A. Hidalgo,et al.  Scale-free networks , 2008, Scholarpedia.

[19]  Jong-Hun Park,et al.  An Empirical Analysis of Global Airline Alliances: Cases in North Atlantic Markets , 2000 .

[20]  Paul A. Watters,et al.  Statistics in a nutshell , 2008 .

[21]  Ranjay Gulati,et al.  The Rise and Fall of Small Worlds: Exploring the Dynamics of Social Structure , 2013 .

[22]  Joel Podolny A Status-Based Model of Market Competition , 1993, American Journal of Sociology.

[23]  B. Loasby The External Control of Organizations. A Resource Dependence Perspective , 1979 .

[24]  S. Lazzarini Suggested running title: Impact of Membership in Competing Constellations , 2004 .

[25]  Nigel Evans,et al.  Collaborative strategy:: an analysis of the changing world of international airline alliances , 2001 .

[26]  B. Kogut,et al.  The Small World of Germany and the Durability of National Networks , 2001, American Sociological Review.

[27]  P. Bonacich Power and Centrality: A Family of Measures , 1987, American Journal of Sociology.

[28]  Daniel J. Brass,et al.  Social Network Research: Confusions, Criticisms, and Controversies , 2014 .

[29]  T. Das,et al.  Trust, Control, and Risk in Strategic Alliances: An Integrated Framework , 2001 .

[30]  G. Rodŕıguez,et al.  Intra-class Correlation in Random-effects Models for Binary Data , 2003 .

[31]  Amy H. Herring,et al.  Applied Longitudinal Analysis, 2nd Edition, by Garrett M. Fitzmaurice, Nan M. Laird, and James H. Ware, John Wiley & Sons, 2011 , 2013 .

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

[33]  Bing-Sheng Teng,et al.  Partner analysis and alliance performance , 2003 .

[34]  T. Jick Mixing Qualitative and Quantitative Methods: Triangulation in Action. , 1979 .

[35]  Yadong Luo,et al.  Partner Selection and Venturing Success: The Case of Joint Ventures with Firms in the People's Republic of China , 1997 .

[36]  Xiao-ping Chen,et al.  Achieving Cooperation in Multiparty Alliances: a Social Dilemma Approach to Partnership Management , 2003 .

[37]  E. Vaara,et al.  Strategies as Discursive Constructions: The Case of Airline Alliances , 2004 .

[38]  Tae Hoon Oum,et al.  The effect of horizontal alliances on firm productivity and profitability: evidence from the global airline industry , 2004 .

[39]  A. Barabasi,et al.  Scale-free characteristics of random networks: the topology of the world-wide web , 2000 .

[40]  Phillip Bonacich,et al.  Some unique properties of eigenvector centrality , 2007, Soc. Networks.

[41]  Andrew B. Hargadon,et al.  Technology brokering and innovation in a product development firm. , 1997 .

[42]  B. Uzzi,et al.  Collaboration and Creativity: The Small World Problem1 , 2005, American Journal of Sociology.

[43]  L. A. Amaral,et al.  Small‐World Networks and Management Science Research: A Review , 2007 .

[44]  Sophia Rabe-Hesketh,et al.  Multilevel and Longitudinal Modeling Using Stata (3rd Edition), Vol II , 2012 .

[45]  Corey C. Phelps,et al.  Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation , 2007, Manag. Sci..

[46]  Geoffrey G. Bell,et al.  Benefiting from network position: firm capabilities, structural holes, and performance , 2005 .

[47]  S. Menard Logistic Regression: From Introductory to Advanced Concepts and Applications , 2009 .

[48]  K. Provan,et al.  A Preliminary Theory of Interorganizational Network Effectiveness: A Comparative Study of Four Community Mental Health Systems , 1995 .

[49]  Terry B. Porter Coevolution as a Research Framework for Organizations and the Natural Environment , 2006 .

[50]  Sascha Albers,et al.  Configurations of Alliance Governance Systems , 2010 .

[51]  Mark S. Granovetter Economic Action and Social Structure: The Problem of Embeddedness , 1985, American Journal of Sociology.

[52]  C. Prell Social Network Analysis: History, Theory and Methodology , 2011 .

[53]  Devi R. Gnyawali,et al.  Cooperative Networks and Competitive Dynamics: a Structural Embeddedness Perspective , 2001 .

[54]  B. Uzzi,et al.  Social Structure and Competition in Interfirm Networks: The Paradox of Embeddedness , 1997 .

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

[56]  K. Provan,et al.  Building Community Capacity Around Chronic Disease Services through a Collaborative Interorganizational Network , 2003, Health education & behavior : the official publication of the Society for Public Health Education.

[57]  Will Mitchell,et al.  When the Social Structure Overshadows Competitive Incentives: The Effects of Network Embeddedness on Joint Venture Dissolution , 2011 .

[58]  Laurence Vigeant-Langlois,et al.  Evolution of global airline strategic alliance and consolidation in the twenty-first century , 2001 .

[59]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[60]  Laurence Saglietto Airline alliances: When competitiveness can be approached with specific social networks , 2009 .

[61]  S. Lazzarini The transition from alliance networks to multilateral alliances in the global airline industry , 2008 .

[62]  Daniel Z. Levin,et al.  The Strength of Weak Ties You Can Trust: The Mediating Role of Trust in Effective Knowledge Transfer , 2004, Manag. Sci..

[63]  A. Zaheer,et al.  It's the Connections: The Network Perspective in Interorganizational Research , 2010 .

[64]  Joel Podolny Networks as the Pipes and Prisms of the Market1 , 2001, American Journal of Sociology.

[65]  Sveinn Vidar Gudmundsson,et al.  Multilateral airline alliances: Balancing strategic constraints and opportunities , 2006 .

[66]  Bing-Sheng Teng,et al.  Alliance Constellations: A Social Exchange Perspective , 2002 .

[67]  A. Barabasi,et al.  Evolution of the social network of scientific collaborations , 2001, cond-mat/0104162.

[68]  Joel A. C. Baum,et al.  Institutional Embeddedness and the Dynamics of Organizational Populations , 1992 .

[69]  P. Raven,et al.  BUTTERFLIES AND PLANTS: A STUDY IN COEVOLUTION , 1964 .

[70]  Andrew V. Shipilov,et al.  Should you bank on your network? Relational and positional embeddedness in the making of financial capital , 2005 .

[71]  K. Provan,et al.  Modes of Network Governance: Structure, Management, and Effectiveness , 2007 .

[72]  Downloaded from , 1997 .

[73]  J. Coleman,et al.  Social Capital in the Creation of Human Capital , 1988, American Journal of Sociology.

[74]  M. Graham CONFRONTING MULTICOLLINEARITY IN ECOLOGICAL MULTIPLE REGRESSION , 2003 .

[75]  Y. Doz The evolution of cooperation in strategic alliances: Initial conditions or learning processes? , 2007 .

[76]  Brent D. Beal,et al.  The Embeddedness of Organizations: Dialogue & Directions , 1999 .

[77]  A. Zaheer,et al.  Bridging ties: a source of firm heterogeneity in competitive capabilities , 1999 .

[78]  Akbar Zaheer,et al.  The Genesis and Dynamics of Organizational Networks , 2012, Organ. Sci..

[79]  John Skvoretz,et al.  Node centrality in weighted networks: Generalizing degree and shortest paths , 2010, Soc. Networks.

[80]  Hans C. Jessen,et al.  Applied Logistic Regression Analysis , 1996 .

[81]  Andrew V. Shipilov,et al.  The Small World of Canadian Capital Markets: Statistical Mechanics of Investment Bank Syndicate Networks, 1952–1989 , 2009 .

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

[83]  Dawna L. Rhoades,et al.  A typology of strategic alliances in the airline industry: propositions for stability and duration , 1997 .

[84]  Joel Podolny Market Uncertainty and the Social Character of Economic Exchange , 1994 .

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

[86]  Joel A. C. Baum,et al.  Evolutionary dynamics of organizations , 1996 .

[87]  Harbir Singh,et al.  The Performance Implications of Timing of Entry and Involvement in Multi-Partner Alliances , 2007 .

[88]  R. Burt The Network Structure Of Social Capital , 2000 .

[89]  Benjamin Gomes-Casseres Group versus group: How alliance networks compete , 1994 .

[90]  M. G. Bulmer,et al.  Principles of Statistics. , 1969 .