The Building Blocks of Software Platforms: Understanding the Past to Forge the Future

This study takes a Review and Theory Development (RTD) approach to synthesize the software platform literature, offering theoretical perspective and research guidance. In doing so, we conceptualize platform and complementary capabilities for software platform owners and complementors. The review indicates that three dimensions reflect platform capabilities: intermediarity, generativity, and ambidexterity, while complementary capabilities include creativity, interconnectivity, and appropriability dimensions. We derive an integrative framework of software platforms, which explains (1) how software platform owners and complementors improve performance by enhancing their capabilities; and (2) how software platform owners, complementors, and the ecosystem environment co-evolve. We conclude with a discussion of how future research can build on and enrich the research framework.

[1]  Daniel A. Levinthal,et al.  Exploration and Exploitation in Organizational Learning , 2007 .

[2]  Michael R. Baye,et al.  Information Gatekeepers on the Internet and the Competitiveness of Homogeneous Product Markets , 2001 .

[3]  Andrea Mantovani,et al.  Equilibrium Innovation Ecosystems: The Dark Side of Collaborating with Complementors , 2011, Manag. Sci..

[4]  Tiziana Casciaro,et al.  Power Imbalance, Mutual Dependence, and Constraint Absorption: A Closer Look at Resource Dependence Theory , 2005 .

[5]  M. Tushman,et al.  Meta‐organization design: Rethinking design in interorganizational and community contexts , 2012 .

[6]  Sendil K. Ethiraj,et al.  Performance Effects of Imitative Entry , 2007 .

[7]  Yannig Roth,et al.  The Impact of Culture on Creativity , 2015 .

[8]  Thomas R. Eisenmann,et al.  Platform Envelopment , 2010 .

[9]  R. Gulati,et al.  The dynamics of learning alliances: competition, cooperation, and relative scope , 1998 .

[10]  Xiaoyue Jiang,et al.  Platform Ecosystems: How Developers Invert the Firm , 2016, MIS Q..

[11]  Hock-Hai Teo,et al.  Comparing Potential and Actual Innovators: An Empirical Study of Mobile Data Services Innovation , 2015, MIS Q..

[12]  Peng Huang,et al.  Co-Creation of Value in a Platform Ecosystem: The Case of Enterprise Software , 2011, MIS Q..

[13]  M. Leiblein,et al.  How Firms Capture Value From Their Innovations , 2013 .

[14]  Shan Ling Pan,et al.  Platform Leadership: Managing Boundaries for the Network Growth of Digital Platforms , 2019, J. Assoc. Inf. Syst..

[15]  Seongcheol Kim,et al.  The impacts of technology platform openness on application developers’ intention to continuously use a platform: From an ecosystem perspective , 2019, Telecommunications Policy.

[16]  Geoffrey G. Parker,et al.  Innovation, Openness, and Platform Control , 2018, Manag. Sci..

[17]  Ricky W. Griffin,et al.  Toward a Theory of Organizational Creativity , 1993 .

[18]  Nelson F. Granados,et al.  Information Transparency in Business-to-consumer Markets: Concepts, Framework, and Research Agenda , 2009 .

[19]  Mara Lederman,et al.  Software Exclusivity and the Scope of Indirect Network Effects in the U.S. Home Video Game Market , 2007 .

[20]  Jan Mendling,et al.  Building a complementary agenda for business process management and digital innovation , 2020, Eur. J. Inf. Syst..

[21]  Mark de Reuver,et al.  The digital platform: a research agenda , 2018, J. Inf. Technol..

[22]  Robert Wayne Gregory,et al.  The Role of Artificial Intelligence and Data Network Effects for Creating User Value , 2020, Academy of Management Review.

[23]  L. Jeppesen,et al.  Unpaid Crowd Complementors: The Platform Network Effect Mirage , 2014 .

[24]  Peng Huang,et al.  Appropriability Mechanisms and the Platform Partnership Decision: Evidence from Enterprise Software , 2013, Manag. Sci..

[25]  HERBERT A. SIMON,et al.  The Architecture of Complexity , 1991 .

[26]  Kalle Lyytinen,et al.  Wakes of Innovation in Project Networks: The Case of Digital 3-D Representations in Architecture, Engineering, and Construction , 2007, Organ. Sci..

[27]  Youngjin Yoo,et al.  Distributed Tuning of Boundary Resources: The Case of Apple's iOS Service System , 2015, MIS Q..

[28]  Kalle Lyytinen,et al.  The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research , 2011 .

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

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

[31]  Shiva Agarwal,et al.  Sustaining Superior Performance in Business Ecosystems: Evidence from Application Software Developers in the iOS and Android Smartphone Ecosystems , 2017, Organ. Sci..

[32]  D. J. Wu,et al.  Strategic Intellectual Property Sharing: Competition on an Open Technology Platform Under Network Effects , 2018, Inf. Syst. Res..

[33]  Yan Xiao,et al.  Coordination in Fast-Response Organizations , 2006, Manag. Sci..

[34]  Sunil Mithas,et al.  Organized Complexity of Digital Business Strategy: A Configurational Perspective , 2020, MIS Q..

[35]  Bill McKelvey,et al.  From Gaussian to Paretian Thinking: Causes and Implications of Power Laws in Organizations , 2009 .

[36]  Wen Wen,et al.  The Role of Venture Capital in the Formation of a New Technological Ecosystem: Evidence from the Cloud , 2018, MIS Q..

[37]  Andrei Hagiu,et al.  Multi-Sided Platforms , 2015 .

[38]  Kevin J. Boudreau,et al.  Let a Thousand Flowers Bloom? An Early Look at Large Numbers of Software 'Apps' Developers and Patterns of Innovation , 2011, Organ. Sci..

[39]  Peijian Song,et al.  Third-party apps (TPAs) and software platform performance: The moderating role of competitive entry , 2018, Inf. Manag..

[40]  Richard T. Watson,et al.  Analyzing the Past to Prepare for the Future: Writing a Literature Review , 2002, MIS Q..

[41]  M.A. Cusumano,et al.  The elements of platform leadership , 2003, IEEE Engineering Management Review.

[42]  A. Gawer.  Bridging differing perspectives on technological platforms: Toward an integrative framework , 2014 .

[43]  Rahul C. Basole,et al.  Interfirm Collaboration and Firm Value in Software Ecosystems: Evidence From Cloud Computing , 2019, IEEE Transactions on Engineering Management.

[44]  Claudia Loebbecke,et al.  Commoditized digital processes and business community platforms: new opportunities and challenges for digital business strategies , 2013 .

[45]  Andrei Hagiu.  Pricing and commitment by two‐sided platforms , 2006 .

[46]  Ola Henfridsson,et al.  Balancing platform control and external contribution in third‐party development: the boundary resources model , 2013, Inf. Syst. J..

[47]  Jack A. Goncalo,et al.  Creativity from Constraint? How the Political Correctness Norm Influences Creativity in Mixed-sex Work Groups , 2015 .

[48]  M. Armstrong.  Competition in Two-Sided Markets ¤ , 2005 .

[49]  Melissa A. Schilling,et al.  Platform Strategy: Managing Ecosystem Value Through Selective Promotion of Complements , 2019, Organization Science.

[50]  Rajiv Sabherwal,et al.  An Empirical Taxonomy of Implementation Processes Based on Sequences of Events in Information System Development , 1993 .

[51]  Hans Jarle Kind,et al.  Apple's agency model and the role of most‐favored‐nation clauses , 2017 .

[52]  Saonee Sarker,et al.  Next generation digital platforms : toward human-AI hybrids , 2019 .

[53]  Ramiro Montealegre,et al.  Understanding Ambidexterity: Managing Contradictory Tensions Between Exploration and Exploitation in the Evolution of Digital Infrastructure , 2019, J. Assoc. Inf. Syst..

[54]  S. Stremersch,et al.  Multihoming in Two-Sided Markets: An Empirical Inquiry in the Video Game Console Industry , 2011 .

[55]  Thomas R. Eisenmann,et al.  Strategies for Two Sided Markets , 2006 .

[56]  J. P. Eggers,et al.  Demand Heterogeneity in Platform Markets: Implications for Complementors , 2017, Organ. Sci..

[57]  Slinger Jansen,et al.  Can we ask you to collaborate? Analyzing app developer relationships in commercial platform ecosystems , 2016, J. Syst. Softw..

[58]  Laurie J. Kirsch,et al.  Portfolios of Control Modes and IS Project Management , 1997, Inf. Syst. Res..

[59]  Narayan Ramasubbu,et al.  Habitat Traps in Mobile Platform Ecosystems , 2019, Production and Operations Management.

[60]  Hua Ye,et al.  User Service Innovation on Mobile Phone Platforms: Investigating Impacts of Lead Userness, Toolkit Support, and Design Autonomy , 2018, MIS Q..

[61]  Sang Pil Han,et al.  Estimating Demand for Mobile Applications in the New Economy , 2014, Manag. Sci..

[62]  H. Demsetz,et al.  The economics of the business firm : seven critical commentaries , 1995 .

[63]  Matthew T. Clements,et al.  Direct and Indirect Network Effects: Are They Equivalent? , 2004 .

[64]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[65]  Andrew B. Whinston,et al.  Innovation and Price Competition in a Two-Sided Market , 2011, J. Manag. Inf. Syst..

[66]  Thomas Hess,et al.  How open is this platform? The meaning and measurement of platform openness from the complementors’ perspective , 2015, J. Inf. Technol..

[67]  P. Roma,et al.  Diversification and performance in the mobile app market: The role of the platform ecosystem , 2019, Technological Forecasting and Social Change.

[68]  Kim B. Clark,et al.  Design Rules: The Power of Modularity , 2000 .

[69]  Ling Xue,et al.  Implications of Application Programming Interfaces for Third‐Party New App Development and Copycatting , 2019, Production and Operations Management.

[70]  Amrit Tiwana,et al.  Evolvable Systems: Through the Looking Glass of IS , 2015 .

[71]  D. McIntyre,et al.  Networks, platforms, and strategy: Emerging views and next steps , 2017 .

[72]  Chi-Hyon Lee,et al.  Preferential Linkage and Network Evolution: A Conceptual Model and Empirical Test in the U.S. Video Game Sector , 2004 .

[73]  Amrit Tiwana,et al.  Platform Desertion by App Developers , 2015, J. Manag. Inf. Syst..

[74]  Dorothy E. Leidner,et al.  Review: A Review of Culture in Information Systems Research: Toward a Theory of Information Technology Culture Conflict , 2006, MIS Q..

[75]  J. Rochet,et al.  Two-sided markets: a progress report , 2006 .

[76]  A. V. D. Ven,et al.  Suggestions for studying strategy process: A research note , 1992 .

[77]  Jeffrey T. Prince,et al.  Indirect Network Effects and the Quality Dimension: A Look at the Gaming Industry , 2013 .

[78]  D. Mowery,et al.  Strategic alliances and interfirm knowledge transfer , 1996 .

[79]  Rudi K. F. Bresser.  Matching collective and competitive strategies , 1988 .

[80]  Ashley A. Bush,et al.  Platform Evolution: Coevolution of Platform Architecture, Governance, and Environmental Dynamics , 2010 .

[81]  Ramayya Krishnan,et al.  Designing a Better Shopbot , 2004, Manag. Sci..

[82]  Charles W. L. Hill,et al.  Technological Discontinuities and Complementary Assets: A Longitudinal Study of Industry and Firm Performance , 2005, Organ. Sci..

[83]  Mark Fichman,et al.  Multihoming Users' Preferences for Two-Sided Exchange Networks , 2014, MIS Q..

[84]  Gunwoong Lee,et al.  Determinants of Mobile Apps' Success: Evidence from the App Store Market , 2014, J. Manag. Inf. Syst..

[85]  David M Levinson,et al.  First Mover Advantages , 2011 .

[86]  Armin Heinzl,et al.  Knowledge boundaries in enterprise software platform development: Antecedents and consequences for platform governance , 2019, Inf. Syst. J..

[87]  Ping Wang,et al.  Toward an Ecology Theory of Creativity in IT Products: A Study of Mobile Device Industry , 2016, ICIS.

[88]  Thomas L. Huber,et al.  Governance Practices in Platform Ecosystems: Navigating Tensions Between Cocreated Value and Governance Costs , 2017, Inf. Syst. Res..

[89]  Junseok Hwang,et al.  Platform openness and the productivity of content providers , 2015 .

[90]  Teresa M. Amabile,et al.  Affect and Creativity at Work , 2005 .

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

[92]  Geoffrey G. Parker,et al.  Pipelines, platforms, and the new rules of strategy , 2016 .

[93]  S. Wheelwright,et al.  The interaction of design hierarchies and market concepts in technological evolution * , 2003 .

[94]  Cheng Zhang,et al.  The Ecosystem of Software Platform: A Study of Asymmetric Cross-Side Network Effects and Platform Governance , 2018, MIS Q..

[95]  G. Johns.  The Essential Impact of Context on Organizational Behavior , 2006 .

[96]  Michael Lounsbury,et al.  Optimal Distinctiveness in the Console Video Game Industry: An Exemplar-Based Model of Proto-Category Evolution , 2018, Organ. Sci..

[97]  Amrit Tiwana,et al.  Evolutionary Competition in Platform Ecosystems , 2015, Inf. Syst. Res..

[98]  R. Gulati,et al.  Adaptation in Vertical Relationships: Beyond Incentive Conflict , 2005 .

[99]  Balaji Padmanabhan,et al.  Taming the Complexity in Search Matching: Two-Sided Recommender Systems on Digital Platforms , 2020, MIS Q..

[100]  Thomas R. Eisenmann.  Internet companies' growth strategies: determinants of investment intensity and long‐term performance , 2006 .

[101]  J. Liebeskind,et al.  Keeping Organizational Secrets: Protective Institutional Mechanisms and their Costs , 1997 .

[102]  Petter Nielsen,et al.  Control Devolution as Information Infrastructure Design Strategy: A case study of a content service platform for mobile phones in Norway , 2006, J. Inf. Technol..

[103]  Josep Lluís Cano Giner,et al.  Technology Ecosystem Governance , 2013, Organ. Sci..

[104]  Paul A. Pavlou,et al.  Visions and Voices on Emerging Challenges in Digital Business Strategy , 2013, MIS Q..

[105]  Christina Soh,et al.  Electronic Marketplaces and Price Transparency: Strategy, Information Technology, and Success , 2006, MIS Q..

[106]  Amrit Tiwana,et al.  Platform Synergy: Architectural Origins and Competitive Consequences , 2018, Inf. Syst. Res..

[107]  David H. Hsu,et al.  When Does Start-Up Innovation Spur the Gale of Creative Destruction? , 2000 .

[108]  Omar El Sawy,et al.  Theorizing the Multiplicity of Digital Phenomena: The Ecology of Configurations, Causal Recipes, and Guidelines for Applying QCA , 2020, MIS Q..

[109]  Jahangir Karimi,et al.  The Role of Dynamic Capabilities in Responding to Digital Disruption: A Factor-Based Study of the Newspaper Industry , 2015, J. Manag. Inf. Syst..

[110]  Dov Te'eni,et al.  From generative fit to generative capacity: exploring an emerging dimension of information systems design and task performance , 2009, Inf. Syst. J..

[111]  Kenneth S. Law,et al.  Toward A Taxonomy of Multidimensional Constructs , 1998 .

[112]  Chi-Hyon Lee,et al.  Within-Industry Diversification and Firm Performance in the Presence of Network Externalities: Evidence From the Software Industry , 2008 .

[113]  Jannis Kallinikos,et al.  The Ambivalent Ontology of Digital Artifacts , 2013, MIS Q..

[114]  Rajiv M. Dewan,et al.  The Disruptive Effect of Open Platforms on Markets for Wireless Services , 2010, 2010 43rd Hawaii International Conference on System Sciences.

[115]  Carliss Y. Baldwin,et al.  The Architecture of Platforms: A Unified View , 2008 .

[116]  Paul A. Pavlou,et al.  The 'Third Hand': IT-Enabled Competitive Advantage in Turbulence Through Improvisational Capabilities , 2009, Inf. Syst. Res..

[117]  K. Lyytinen,et al.  Digital Infrastructures : The Missing IS Research Agenda , 2010 .

[118]  Carmelo Cennamo,et al.  Disruption in Platform‐Based Ecosystems , 2018, Journal of Management Studies.

[119]  Andrei Hagiu,et al.  First-Party Content and Coordination in Two-Sided Markets , 2013, Manag. Sci..

[120]  Peer C. Fiss.  Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization Research , 2011 .

[121]  Armin Heinzl,et al.  Does Platform Owner's Entry Crowd Out Innovation? Evidence From Google Photos , 2016, ICIS.

[122]  D. Knoke.  :The Red Queen among Organizations: How Competitiveness Evolves , 2009 .

[123]  T. Mitchell,et al.  Event System Theory: An Event-Oriented Approach to the Organizational Sciences , 2015 .

[124]  Dorothy E. Leidner,et al.  Review and Theory Symbiosis: An Introspective Retrospective , 2018, J. Assoc. Inf. Syst..

[125]  Matthew T. Clements,et al.  Indirect Network Effects and the Product Cycle: Video Games in the U.S., 1994-2002 , 2004 .

[126]  Hüseyin Tanriverdi,et al.  Complexity and Information Systems Research in the Emerging Digital World , 2020 .

[127]  J. Gans,et al.  The Product Market and the Market for 'Ideas': Commercialization Strategies for Technology Entrepreneurs , 2002 .

[128]  D. Teece.  Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy , 1993 .

[129]  Carmelo Cennamo,et al.  Platform competition: Strategic trade‐offs in platform markets , 2013 .

[130]  Petter Nielsen,et al.  Innovation in the fringes of software ecosystems: the role of socio-technical generativity* , 2018, Inf. Technol. Dev..

[131]  Hogeun Lee,et al.  Third-party mobile app developers' continued participation in platform-centric ecosystems: An empirical investigation of two different mechanisms , 2016, Int. J. Inf. Manag..

[132]  Anandasivam Gopal,et al.  Logic Pluralism in Mobile Platform Ecosystems: A Study of Indie App Developers on the iOS App Store , 2017, Inf. Syst. Res..

[133]  Amrit Tiwana,et al.  Governance-Knowledge Fit in Systems Development Projects , 2009, Inf. Syst. Res..

[134]  Paul A. Pavlou,et al.  Research Commentary - Seeking the Configurations of Digital Ecodynamics: It Takes Three to Tango , 2010, Inf. Syst. Res..

[135]  Hildy Teegen,et al.  Bringing the Institutional Context Back In: A Cross-National Comparison of Alliance Partner Selection and Knowledge Acquisition , 2013, Organ. Sci..

[136]  Matthew T. Clements,et al.  Indirect Network Effects and the Product Cycle: Video Games in the U.S., 1994-2002 , 2004 .

[137]  Lisen Selander,et al.  Capability search and redeem across digital ecosystems , 2013, J. Inf. Technol..

[138]  Kevin J. Boudreau,et al.  Open Platform Strategies and Innovation: Granting Access vs. Devolving Control , 2010, Manag. Sci..

[139]  Ryan Angus,et al.  Optimal distinctiveness, strategic categorization, and product market entry on the Google Play app platform , 2019, Strategic Management Journal.

[140]  Lars Mathiassen,et al.  Organizational Path Constitution in Technological Innovation: Evidence from Rural Telehealth , 2015, MIS Q..

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

[142]  Feng Zhu,et al.  Threat of Platform-Owner Entry and Complementor Responses: Evidence from the Mobile App Market , 2016, Strategic Management Journal.

[143]  Sunil Wattal,et al.  Show Me the Way to Go Home: An Empirical Investigation of Ride Sharing and Alcohol Related Motor Vehicle Homicide , 2015, MIS Q..

[144]  Kalle Lyytinen,et al.  The impact of openness on the market potential of multi-sided platforms: a case study of mobile payment platforms , 2015, J. Inf. Technol..

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

[146]  Tobias Kretschmer,et al.  Platform Architecture, Multihoming and Complement Quality: Evidence from the U.S. Video Game Industry , 2018, Inf. Syst. Res..

[147]  M. Iansiti,et al.  Entry into Platform-Based Markets , 2012 .

[148]  Jungsuk Oh,et al.  Value appropriation between the platform provider and app developers in mobile platform mediated networks , 2015, J. Inf. Technol..

[149]  Ashish Arora,et al.  Patent Protection, Complementary Assets, and Firms' Incentives for Technology Licensing , 2004, Manag. Sci..

[150]  David Gann,et al.  Architectural leverage: putting platforms in context , 2014, IEEE Engineering Management Review.

[151]  Edward G. Anderson,et al.  Platform Performance Investment in the Presence of Network Externalities , 2013, Inf. Syst. Res..

[152]  Allan Afuah.  Are network effects really all about size? The role of structure and conduct , 2013 .

[153]  Nicholas Economides,et al.  Two-Sided Competition of Proprietary vs. Open Source Technology Platforms and the Implications for the Software Industry , 2005, Manag. Sci..