Analyzing Complementarities Using Software Stacks for Software Industry Acquisitions

The existence of product complementarities is especially relevant in network-type industries, such as information technology and communications, where systems of complementary components made by different manufacturers have to be assembled. Relying on the characteristics of software markets and drawing on the economic theory of complementarities, this paper investigates how complementarities create value in mergers and acquisitions between software companies. We introduce and empirically validate the software stack as a structure to measure complementarities. In a sample of mergers and acquisitions, in which either the acquirer or the target is a software firm, we find values of abnormal returns consistent with previous results. However, when we use the concept of stack, we find an inverse curvilinear relationship between abnormal returns and the distance between acquirers and targets in various layers of the stack.

[1]  Yolande E. Chan IT Value: The Great Divide Between Qualitative and Quantitative and Individual and Organizational Measures , 2000, J. Manag. Inf. Syst..

[2]  Thomas J. Cottrell,et al.  Product Variety and Firm Survival in the Microcomputer Software Industry , 2004 .

[3]  Anant K. Sundaram,et al.  An empirical analysis of strategic competition and firm values The case of R&D competition , 1996 .

[4]  David Garlan,et al.  Documenting software architectures: views and beyond , 2002, 25th International Conference on Software Engineering, 2003. Proceedings..

[5]  J. Robins,et al.  A resource‐based approach to the multibusiness firm: Empirical analysis of portfolio interrelationships and corporate financial performance , 1995 .

[6]  Rachel Davis,et al.  Direct estimation of synergy: a new approach to the diversity-performance debate , 1993 .

[7]  Jarrad Harford,et al.  Corporate Cash Reserves and Acquisitions , 1997 .

[8]  Mo Adam Mahmood,et al.  Measuring the Organizational Impact of Information Technology Investment: An Exploratory Study , 1993, J. Manag. Inf. Syst..

[9]  Robert J. Kauffman,et al.  Limits to value in electronic commerce-related IT investments , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[10]  John Gallaugher,et al.  Understanding Network Effects in Software Markets: Evidence from Web Server Pricing , 2002, MIS Q..

[11]  Byungjoon Yoo,et al.  A Model of Neutral B2B Intermediaries , 2002, J. Manag. Inf. Syst..

[12]  C. Shapiro,et al.  Systems Competition and Network Effects , 1994 .

[13]  Vallabh Sambamurthy,et al.  Theoretical Justification for IT Infrastructure Investments , 2001, Inf. Resour. Manag. J..

[14]  Kevin Zhu,et al.  The Complementarity of Information Technology Infrastructure and E-Commerce Capability: A Resource-Based Assessment of Their Business Value , 2004, J. Manag. Inf. Syst..

[15]  René M. Stulz,et al.  A Test of the Free Cash Flow Hypothesis: The Case of Bidder Returns , 1991 .

[16]  C. Fee,et al.  Sources of Gains in Horizontal Mergers: Evidence from Customer, Supplier, and Rival Firms , 2003 .

[17]  Timothy F. Bresnahan,et al.  New Modes of Competition , 1999 .

[18]  Neil Gandal,et al.  NETWORK EFFECTS, SOFTWARE PROVISION, AND STANDARDIZATION* , 1992 .

[19]  Paul Milgrom,et al.  Complementarities and fit strategy, structure, and organizational change in manufacturing , 1995 .

[20]  Hal R. Varian,et al.  Information rules - a strategic guide to the network economy , 1999 .

[21]  H. Servaes,et al.  Tobin's q, agency costs and corporate control , 1989 .

[22]  Timothy F. Bresnahan,et al.  New Modes of Competition: Implications for the Future Structure of the Computer Industry , 1998 .

[23]  Geoffrey G. Parker,et al.  Two-Sided Network Effects: A Theory of Information Product Design , 2010, Manag. Sci..

[24]  Mark J. Safferstone Leveraging the New Infrastructure: How Market Leaders Capitalize on Information Technology , 1998 .

[25]  Robert J. Kauffman,et al.  Discovering Potential and Realizing Value from Information Technology Investments , 2000, J. Manag. Inf. Syst..

[26]  N. Travlos,et al.  Corporate Takeover Bids, Methods of Payment, and Bidding Firms' Stock Returns , 1987 .

[27]  Kenneth W. Koput,et al.  Software variety and hardware value: A case study of complementary network externalities in the microcomputer software industry , 1998 .

[28]  N. Economides,et al.  COMPETITION AND INTEGRATION AMONG COMPLEMENTS, AND NETWORK MARKET STRUCTURE* , 1992 .

[29]  Bijoy Bordoloi,et al.  A Framework for Assessing the Relationship between Information Technology Investments and Firm Performance , 2000, J. Manag. Inf. Syst..

[30]  J KauffmanRobert,et al.  Discovering potential and realizing value from information technology investments , 2000 .

[31]  H. Varian,et al.  The Economics Of Information Technology , 2004 .

[32]  Paul Clements,et al.  Software Architecture Documentation in Practice: Documenting Architectural Layers , 2000 .

[33]  Robert F. Bruner,et al.  The gains to bidding firms from merger , 1983 .

[34]  C. Shapiro,et al.  Product Introduction with Network Externalities , 1992 .

[35]  J. H. Mulherin,et al.  Comparing Acquisitions and Divestitures , 2000 .

[36]  Robert J. Kauffman,et al.  Opening the "Black Box" of Network Externalities in Network Adoption , 2000, Inf. Syst. Res..

[37]  Alfred Taudes,et al.  Software Growth Options , 1998, J. Manag. Inf. Syst..

[38]  Yen-Sheng Huang,et al.  Target Abnormal Returns Associated with Acquisition Announcements: Payment, Acquisition Form, and Managerial Resistance , 1987 .

[39]  J. Rochet,et al.  Platform competition in two sided markets , 2003 .

[40]  Margarethe F. Wiersema,et al.  The measurement of corporate portfolio strategy: analysis of the content validity of related diversification indexes , 2003 .

[41]  Cynthia A. Montgomery,et al.  Diversified expansion by large established firms , 1991 .

[42]  Ken C. Yook,et al.  Larger Return to Cash Acquisitions: Signaling Effect or Leverage Effect? , 2003 .

[43]  Kenneth L. Kraemer,et al.  Migration to Open-Standard Interorganizational Systems: Network Effects, Switching Costs, and Path Dependency , 2005, MIS Q..

[44]  J. Geanakoplos,et al.  Multimarket Oligopoly: Strategic Substitutes and Complements , 1985, Journal of Political Economy.

[45]  Jeffry Netter,et al.  What do returns to acquiring firms tell us? Evidence from firms that make many acquisitions , 2002 .

[46]  T. Kohers,et al.  The Value Creation Potential of High-Tech Mergers , 2000 .

[47]  Erik Stafford,et al.  New Evidence and Perspectives on Mergers , 2001 .

[48]  Robert E. McCormick,et al.  Managerial Decision Making and Capital Structure , 1993 .

[49]  Robert J. Kauffman,et al.  Should We Wait? Network Externalities, Compatibility, and Electronic Billing Adoption , 2001, J. Manag. Inf. Syst..

[50]  Joseph Farrell,et al.  Standardization, Compatibility, and Innovation , 1985 .

[51]  René M. Stulz,et al.  Firm size and the gains from acquisitions , 2004 .

[52]  Charles B. Fleming,et al.  Opening the Black Box: Using Process Evaluation Measures to Assess Implementation and Theory Building , 1999, American journal of community psychology.

[53]  Vallabh Sambamurthy,et al.  The Shareholder-Wealth and Trading-Volume Effects of Information-Technology Infrastructure Investments , 2002, J. Manag. Inf. Syst..

[54]  Cynthia A. Montgomery,et al.  Diversification, Ricardian rents, and Tobin's q , 1988 .

[55]  Jason L. Dedrick,et al.  Innovation and Control in Standards Architectures: The Rise and Fall of Japan's PC-98 , 2000, Inf. Syst. Res..

[56]  Louis V. Gerstner,et al.  Who Says Elephants Can't Dance?: Inside IBM's Historic Turnaround , 2002 .

[57]  Bert Cappelle,et al.  Contact information of the authors , 2007 .

[58]  C. Shapiro,et al.  Network Externalities, Competition, and Compatibility , 1985 .

[59]  Michel Benaroch,et al.  Managing Information Technology Investment Risk: A Real Options Perspective , 2002, J. Manag. Inf. Syst..