Network Externalities and Cross-Platform App Development in Mobile Platforms

The benefits consumers get from a mobile phone depend on the software apps available to use on that phone. These indirect network effects are especially important since apps are specific to a platform (e.g., iOS or Android) and are often not available on all platforms at once. We measure the cost to a platform of having delayed entry of some apps, and study the effectiveness of cross-platform development frameworks that allow developers to build an app on one platform and distribute on another. To do so, we develop a model of demand for both handsets and apps that takes into account the heterogeneous indirect network effects between apps and handsets as well as developer entry decisions. We estimate the model using a unique dataset of mobile phone sales and app downloads. We find that delayed developer entry cost the Android platform over $400M in phone sales in 2013 and 2014. We also find that cross-platform frameworks are unable to steer developers towards developing on Android first unless they can generate near-native quality iOS apps.

[1]  Nicole Immorlica,et al.  When to Be Agile: Ratings and Version Updates in Mobile Apps , 2019, Manag. Sci..

[2]  Lei Wang,et al.  Understanding and Detecting Evolution-Induced Compatibility Issues in Android Apps , 2018, 2018 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE).

[3]  Param Vir Singh,et al.  Copycats vs. Original Mobile Apps: A Machine Learning Copycat-Detection Method and Empirical Analysis , 2018, Inf. Syst. Res..

[4]  Erik Brynjolfsson,et al.  Measuring Welfare with Massive Online Choice Experiments: A Brief Introduction , 2018 .

[5]  Erik Brynjolfsson,et al.  Using massive online choice experiments to measure changes in well-being , 2018, Proceedings of the National Academy of Sciences.

[6]  Ahmed H. Yousef,et al.  Taxonomy of Cross-Platform Mobile Applications Development Approaches , 2017 .

[7]  Andrew Meneely,et al.  The impact of cross-platform development approaches for mobile applications from the user's perspective , 2016, WAMA@SIGSOFT FSE.

[8]  Timothy F. Bresnahan,et al.  Paying Incumbents and Customers to Enter an Industry: Buying Downloads , 2016 .

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

[10]  Rahul Telang,et al.  Inferring App Demand from Publicly Available Data , 2013, MIS Q..

[11]  Ariel Pakes,et al.  Hospital Choices, Hospital Prices and Financial Incentives to Physicians , 2013, The American economic review.

[12]  J. Hausman Contingent Valuation: From Dubious to Hopeless , 2012 .

[13]  Avi Goldfarb,et al.  How is the Mobile Internet Different? , 2012, ICIS.

[14]  Tim A. Majchrzak,et al.  Evaluating Cross-Platform Development Approaches for Mobile Applications , 2012, WEBIST.

[15]  Roch Guérin,et al.  Modeling the Dynamics of Network Technology Adoption and the Role of Converters , 2010, IEEE/ACM Transactions on Networking.

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

[17]  V. Chernozhukov,et al.  Estimation and Confidence Regions for Parameter Sets in Econometric Models , 2007 .

[18]  Marc Rysman,et al.  Dynamics of Consumer Demand for New Durable Goods , 2007, Journal of Political Economy.

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

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

[21]  Sangin Park Quantitative Analysis of Network Externalities in Competing Technologies: The VCR Case , 2004, Review of Economics and Statistics.

[22]  Xavier Wauthy,et al.  Two-Sided Markets and Price Competition With Multi-Homing , 2004 .

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

[24]  Harikesh S. Nair,et al.  Empirical Analysis of Indirect Network Effects in the Market for Personal Digital Assistants , 2004 .

[25]  H. Ohashi The Role of Network Effects in the US VCR Market, 1978-1986 , 2003 .

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

[27]  Charles F. Manski,et al.  Confidence Intervals for Partially Identified Parameters , 2003 .

[28]  Neil Gandal,et al.  Indirect Network Effects and Adoption Externalities , 2002 .

[29]  Venkatesh Shankar,et al.  Network Effects and Competition: An Empirical Analysis of the Home Video Game Industry , 2002 .

[30]  Neil Gandal,et al.  The Dynamics of Technological Adoption in Hardware/Software Systems: The Case of Compact Disc Players , 2000 .

[31]  Aviv Nevo Measuring Market Power in the Ready-to-Eat Cereal Industry , 1998 .

[32]  J. Choi Do converters facilitate the transition to a new incompatible technology? A dynamic analysis of converters , 1996 .

[33]  Steven T. Berry,et al.  Automobile Prices in Market Equilibrium , 1995 .

[34]  Stephen G. Donald,et al.  Testing Identifiability and Specification in Instrumental Variable Models , 1993, Econometric Theory.

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

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

[37]  L. Hansen Large Sample Properties of Generalized Method of Moments Estimators , 1982 .

[38]  A. Pakes,et al.  Moment Inequalities and Their Application , 2015 .

[39]  Pai-Ling Yin,et al.  PLATFORM CHOICE BY MOBILE APPS DEVELOPERS∗ , 2014 .

[40]  Robin S. Lee,et al.  ONLINE APPENDIX: Vertical Integration and Exclusivity in Platform and Two-Sided Markets , 2013 .

[41]  Aviv Nevo,et al.  Advances in Economics and Econometrics: Recent Developments in Empirical IO: Dynamic Demand and Dynamic Games , 2013 .

[42]  Christopher T. Conlon A Dynamic Model of Prices and Margins in the LCD TV Industry , 2012 .

[43]  G. David Roodman A Short Note on the Theme of Too Many Instruments , 2007 .

[44]  Azeem M. Shaikh,et al.  Inference for the identified set in partially identified econometric models , 2006 .

[45]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

[46]  O. Melnikov,et al.  Demand for Differentiated Durable Products: The Case of the U.S. Computer Printer Market ∗ , 2000 .

[47]  H. Varian,et al.  VERSIONING: THE SMART WAY TO SELL INFORMATION , 1998 .

[48]  John Rust Structural estimation of markov decision processes , 1986 .

[49]  P. David Clio and the Economics of QWERTY , 1985 .

[50]  Keith B. Frikken,et al.  NET Institute* www.NETinst.org , 2022 .

[51]  Mark Ginsburg NET Institute* www.NETinst.org , 2022 .